warning: commands will be executed using /bin/sh
job 876 at Wed Sep  4 02:46:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08232013_reo/gatsby140_08232013_reo
ElecNo	13
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2178069 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 726023 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 38151 members 
Mstep: Class 3 contains 38131 members 
Mstep: Class 4 contains 37946 members 
Mstep: Class 5 contains 37797 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 38034 members 
Mstep: Class 8 contains 38378 members 
Mstep: Class 9 contains 38011 members 
Mstep: Class 10 contains 38311 members 
Mstep: Class 11 contains 38277 members 
Mstep: Class 12 contains 37929 members 
Mstep: Class 13 contains 38200 members 
Mstep: Class 14 contains 38526 members 
Mstep: Class 15 contains 38441 members 
Mstep: Class 16 contains 38242 members 
Mstep: Class 17 contains 38331 members 
Mstep: Class 18 contains 38293 members 
Mstep: Class 19 contains 38177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1469.201050 but Gain 2192.992188
Score: -63834728.000000 Penalty: 39473.859375
Iteration 0F: 19 clusters Score -6.383473e+07 nChanged 687051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1777 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 147875 members 
Mstep: Class 3 contains 18611 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 19062 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 9353 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 6646 members 
Mstep: Class 10 contains 16785 members 
Mstep: Class 11 contains 54793 members 
Mstep: Class 12 contains 37289 members 
Mstep: Class 13 contains 91721 members 
Mstep: Class 14 contains 82416 members 
Mstep: Class 15 contains 29526 members 
Mstep: Class 16 contains 54715 members 
Mstep: Class 17 contains 15471 members 
Mstep: Class 18 contains 70844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65482644.000000 Penalty: 39473.859375
Iteration 1F: 19 clusters Score -6.548264e+07 nChanged 222829
Entering Unmasked Mstep 
Mstep: Class 0 contains 1496 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 201457 members 
Mstep: Class 3 contains 13518 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 14913 members 
Mstep: Class 6 contains 17608 members 
Mstep: Class 7 contains 13448 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 56207 members 
Mstep: Class 12 contains 27261 members 
Mstep: Class 13 contains 99184 members 
Mstep: Class 14 contains 94067 members 
Mstep: Class 15 contains 18985 members 
Mstep: Class 16 contains 47527 members 
Mstep: Class 17 contains 9984 members 
Mstep: Class 18 contains 63155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788600.000000 Penalty: 39473.859375
Iteration 2F: 19 clusters Score -6.57886e+07 nChanged 155098
Entering Unmasked Mstep 
Mstep: Class 0 contains 1234 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 251385 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 2496 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 14134 members 
Mstep: Class 7 contains 15542 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 52816 members 
Mstep: Class 12 contains 21752 members 
Mstep: Class 13 contains 99654 members 
Mstep: Class 14 contains 100530 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 37014 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 52921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65962160.000000 Penalty: 39473.859375
Iteration 3F: 19 clusters Score -6.596216e+07 nChanged 121256
Entering Unmasked Mstep 
Mstep: Class 0 contains 904 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 301302 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 15332 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 13747 members 
Mstep: Class 11 contains 48611 members 
Mstep: Class 12 contains 18998 members 
Mstep: Class 13 contains 93968 members 
Mstep: Class 14 contains 102351 members 
Mstep: Class 15 contains 15085 members 
Mstep: Class 16 contains 25914 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 40765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66099588.000000 Penalty: 39473.859375
Iteration 4F: 19 clusters Score -6.609959e+07 nChanged 100296
Entering Unmasked Mstep 
Mstep: Class 0 contains 603 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 352110 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 1004 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 8857 members 
Mstep: Class 7 contains 14901 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 14816 members 
Mstep: Class 11 contains 44879 members 
Mstep: Class 12 contains 17165 members 
Mstep: Class 13 contains 82512 members 
Mstep: Class 14 contains 99270 members 
Mstep: Class 15 contains 14614 members 
Mstep: Class 16 contains 16197 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 29110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66174852.000000 Penalty: 39473.859375
Iteration 5F: 19 clusters Score -6.617485e+07 nChanged 101819
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 401378 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 3478 members 
Mstep: Class 6 contains 7803 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 14148 members 
Mstep: Class 11 contains 44658 members 
Mstep: Class 12 contains 15955 members 
Mstep: Class 13 contains 67409 members 
Mstep: Class 14 contains 93169 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 15790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2138.393311 but Gain 2192.992188
Score: -66168568.000000 Penalty: 37280.867188
Iteration 6F: 18 clusters Score -6.616857e+07 nChanged 80424
Entering Unmasked Mstep 
Mstep: Class 0 contains 360 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 407499 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 14133 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 13235 members 
Mstep: Class 11 contains 50174 members 
Mstep: Class 12 contains 16127 members 
Mstep: Class 13 contains 63793 members 
Mstep: Class 14 contains 100066 members 
Mstep: Class 15 contains 15725 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 8669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66208672.000000 Penalty: 37280.867188
Iteration 7F: 18 clusters Score -6.620867e+07 nChanged 60129
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 395255 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 7014 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 1586 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 56668 members 
Mstep: Class 12 contains 16124 members 
Mstep: Class 13 contains 65863 members 
Mstep: Class 14 contains 111696 members 
Mstep: Class 15 contains 15484 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 5243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2147.930908 but Gain 2192.992188
Score: -66255300.000000 Penalty: 35087.875000
Iteration 8F: 17 clusters Score -6.62553e+07 nChanged 48895
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 378605 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 13432 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 1531 members 
Mstep: Class 10 contains 12553 members 
Mstep: Class 11 contains 63467 members 
Mstep: Class 12 contains 15866 members 
Mstep: Class 13 contains 70013 members 
Mstep: Class 14 contains 124593 members 
Mstep: Class 15 contains 14805 members 
Mstep: Class 16 contains 3793 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66296244.000000 Penalty: 35087.875000
Iteration 9F: 17 clusters Score -6.629624e+07 nChanged 37456
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 361197 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 13219 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 1469 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 69543 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 74293 members 
Mstep: Class 14 contains 136135 members 
Mstep: Class 15 contains 13868 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1653.744873 but Gain 2192.992188
Score: -66327264.000000 Penalty: 32894.882812
Iteration 10F: 16 clusters Score -6.632726e+07 nChanged 32681
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 345159 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 13091 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 75081 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 78257 members 
Mstep: Class 14 contains 147459 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66352056.000000 Penalty: 32894.882812
Iteration 11Q: 16 clusters Score -6.635206e+07 nChanged 26684
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 328747 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 80174 members 
Mstep: Class 12 contains 14565 members 
Mstep: Class 13 contains 81843 members 
Mstep: Class 14 contains 157566 members 
Mstep: Class 15 contains 12086 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66375512.000000 Penalty: 32894.882812
Iteration 12Q: 16 clusters Score -6.637551e+07 nChanged 21970
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 316387 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 12791 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 12709 members 
Mstep: Class 11 contains 83691 members 
Mstep: Class 12 contains 14182 members 
Mstep: Class 13 contains 84567 members 
Mstep: Class 14 contains 166043 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 3623 members 
Mstep: Class 17 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66387784.000000 Penalty: 32894.882812
Iteration 13Q: 16 clusters Score -6.638778e+07 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 307086 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 12643 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 85811 members 
Mstep: Class 12 contains 13960 members 
Mstep: Class 13 contains 86831 members 
Mstep: Class 14 contains 172794 members 
Mstep: Class 15 contains 10046 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66394432.000000 Penalty: 32894.882812
Iteration 14Q: 16 clusters Score -6.639443e+07 nChanged 15793
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 300658 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 12485 members 
Mstep: Class 8 contains 692 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 12879 members 
Mstep: Class 11 contains 87254 members 
Mstep: Class 12 contains 13854 members 
Mstep: Class 13 contains 88695 members 
Mstep: Class 14 contains 177226 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 4030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66397504.000000 Penalty: 32894.882812
Iteration 15Q: 16 clusters Score -6.63975e+07 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 295736 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 12305 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 13063 members 
Mstep: Class 11 contains 88608 members 
Mstep: Class 12 contains 13835 members 
Mstep: Class 13 contains 90253 members 
Mstep: Class 14 contains 179989 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 3954 members 
Mstep: Class 17 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66398648.000000 Penalty: 32894.882812
Iteration 16Q: 16 clusters Score -6.639865e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 291783 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 12087 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 13243 members 
Mstep: Class 11 contains 90183 members 
Mstep: Class 12 contains 13855 members 
Mstep: Class 13 contains 91711 members 
Mstep: Class 14 contains 181337 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 4041 members 
Mstep: Class 17 contains 3818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66397260.000000 Penalty: 32894.882812
Iteration 17Q: 16 clusters Score -6.639726e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 287264 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 6 contains 1757 members 
Mstep: Class 7 contains 11863 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 13338 members 
Mstep: Class 11 contains 92190 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 93571 members 
Mstep: Class 14 contains 182214 members 
Mstep: Class 15 contains 8113 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 17 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66395980.000000 Penalty: 32894.882812
Iteration 18Q: 16 clusters Score -6.639598e+07 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 281906 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 94760 members 
Mstep: Class 12 contains 13921 members 
Mstep: Class 13 contains 95760 members 
Mstep: Class 14 contains 182847 members 
Mstep: Class 15 contains 8109 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66393856.000000 Penalty: 32894.882812
Iteration 19Q: 16 clusters Score -6.639386e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 275750 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 97895 members 
Mstep: Class 12 contains 13901 members 
Mstep: Class 13 contains 98213 members 
Mstep: Class 14 contains 183382 members 
Mstep: Class 15 contains 8207 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66392268.000000 Penalty: 32894.882812
Iteration 20F: 16 clusters Score -6.639227e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 268702 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 11284 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 13350 members 
Mstep: Class 11 contains 101483 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 101026 members 
Mstep: Class 14 contains 183964 members 
Mstep: Class 15 contains 8331 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66391228.000000 Penalty: 32894.882812
Iteration 21Q: 16 clusters Score -6.639123e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 260901 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 11104 members 
Mstep: Class 8 contains 614 members 
Mstep: Class 9 contains 1205 members 
Mstep: Class 10 contains 13323 members 
Mstep: Class 11 contains 105561 members 
Mstep: Class 12 contains 13822 members 
Mstep: Class 13 contains 104182 members 
Mstep: Class 14 contains 184460 members 
Mstep: Class 15 contains 8513 members 
Mstep: Class 16 contains 4815 members 
Mstep: Class 17 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66389808.000000 Penalty: 32894.882812
Iteration 22Q: 16 clusters Score -6.638981e+07 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 252457 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 6 contains 1838 members 
Mstep: Class 7 contains 10911 members 
Mstep: Class 8 contains 585 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 13273 members 
Mstep: Class 11 contains 110021 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 107563 members 
Mstep: Class 14 contains 184985 members 
Mstep: Class 15 contains 8704 members 
Mstep: Class 16 contains 5045 members 
Mstep: Class 17 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66388384.000000 Penalty: 32894.882812
Iteration 23Q: 16 clusters Score -6.638838e+07 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 243396 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 10704 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 13198 members 
Mstep: Class 11 contains 114812 members 
Mstep: Class 12 contains 13661 members 
Mstep: Class 13 contains 111282 members 
Mstep: Class 14 contains 185475 members 
Mstep: Class 15 contains 8876 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66387808.000000 Penalty: 32894.882812
Iteration 24Q: 16 clusters Score -6.638781e+07 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 234054 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 13113 members 
Mstep: Class 11 contains 119831 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 115154 members 
Mstep: Class 14 contains 185765 members 
Mstep: Class 15 contains 9120 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 3274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66388356.000000 Penalty: 32894.882812
Iteration 25Q: 16 clusters Score -6.638836e+07 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 224679 members 
Mstep: Class 4 contains 1675 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 10308 members 
Mstep: Class 8 contains 541 members 
Mstep: Class 9 contains 1154 members 
Mstep: Class 10 contains 13035 members 
Mstep: Class 11 contains 125054 members 
Mstep: Class 12 contains 13402 members 
Mstep: Class 13 contains 119024 members 
Mstep: Class 14 contains 185794 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 5855 members 
Mstep: Class 17 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66388352.000000 Penalty: 32894.882812
Iteration 26Q: 16 clusters Score -6.638835e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 215509 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 12954 members 
Mstep: Class 11 contains 130250 members 
Mstep: Class 12 contains 13257 members 
Mstep: Class 13 contains 122911 members 
Mstep: Class 14 contains 185578 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 6210 members 
Mstep: Class 17 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66389852.000000 Penalty: 32894.882812
Iteration 27Q: 16 clusters Score -6.638985e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 206843 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9914 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 135450 members 
Mstep: Class 12 contains 13127 members 
Mstep: Class 13 contains 126595 members 
Mstep: Class 14 contains 184983 members 
Mstep: Class 15 contains 9977 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 3195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66391900.000000 Penalty: 32894.882812
Iteration 28Q: 16 clusters Score -6.63919e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 198813 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 9715 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 1175 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 140528 members 
Mstep: Class 12 contains 13048 members 
Mstep: Class 13 contains 130140 members 
Mstep: Class 14 contains 183903 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 7064 members 
Mstep: Class 17 contains 3184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66393876.000000 Penalty: 32894.882812
Iteration 29Q: 16 clusters Score -6.639388e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 191595 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 1178 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 145293 members 
Mstep: Class 12 contains 13007 members 
Mstep: Class 13 contains 133401 members 
Mstep: Class 14 contains 182547 members 
Mstep: Class 15 contains 10575 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 3195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66396632.000000 Penalty: 32894.882812
Iteration 30Q: 16 clusters Score -6.639663e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 185484 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 9307 members 
Mstep: Class 8 contains 509 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 10 contains 12826 members 
Mstep: Class 11 contains 149616 members 
Mstep: Class 12 contains 12981 members 
Mstep: Class 13 contains 136167 members 
Mstep: Class 14 contains 180924 members 
Mstep: Class 15 contains 10913 members 
Mstep: Class 16 contains 8007 members 
Mstep: Class 17 contains 3230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66399652.000000 Penalty: 32894.882812
Iteration 31Q: 16 clusters Score -6.639965e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 180563 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 9117 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 10 contains 12858 members 
Mstep: Class 11 contains 153734 members 
Mstep: Class 12 contains 12991 members 
Mstep: Class 13 contains 138444 members 
Mstep: Class 14 contains 178685 members 
Mstep: Class 15 contains 11237 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66403632.000000 Penalty: 32894.882812
Iteration 32Q: 16 clusters Score -6.640363e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 176893 members 
Mstep: Class 4 contains 1691 members 
Mstep: Class 6 contains 2428 members 
Mstep: Class 7 contains 8929 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 10 contains 12888 members 
Mstep: Class 11 contains 157804 members 
Mstep: Class 12 contains 13060 members 
Mstep: Class 13 contains 140222 members 
Mstep: Class 14 contains 175763 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 9028 members 
Mstep: Class 17 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66407216.000000 Penalty: 32894.882812
Iteration 33Q: 16 clusters Score -6.640722e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 174126 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 8760 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 161736 members 
Mstep: Class 12 contains 13119 members 
Mstep: Class 13 contains 141496 members 
Mstep: Class 14 contains 172733 members 
Mstep: Class 15 contains 11845 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66410536.000000 Penalty: 32894.882812
Iteration 34Q: 16 clusters Score -6.641054e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 172080 members 
Mstep: Class 4 contains 1694 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 10 contains 12989 members 
Mstep: Class 11 contains 165645 members 
Mstep: Class 12 contains 13187 members 
Mstep: Class 13 contains 142251 members 
Mstep: Class 14 contains 169617 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 9801 members 
Mstep: Class 17 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66413072.000000 Penalty: 32894.882812
Iteration 35Q: 16 clusters Score -6.641307e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 170590 members 
Mstep: Class 4 contains 1698 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 8470 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 13051 members 
Mstep: Class 11 contains 169492 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 142701 members 
Mstep: Class 14 contains 166349 members 
Mstep: Class 15 contains 12320 members 
Mstep: Class 16 contains 10128 members 
Mstep: Class 17 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66415568.000000 Penalty: 32894.882812
Iteration 36Q: 16 clusters Score -6.641557e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 169470 members 
Mstep: Class 4 contains 1702 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1183 members 
Mstep: Class 10 contains 13114 members 
Mstep: Class 11 contains 172838 members 
Mstep: Class 12 contains 13302 members 
Mstep: Class 13 contains 143006 members 
Mstep: Class 14 contains 163418 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 10389 members 
Mstep: Class 17 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66417300.000000 Penalty: 32894.882812
Iteration 37Q: 16 clusters Score -6.64173e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 168439 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 8269 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 13144 members 
Mstep: Class 11 contains 175402 members 
Mstep: Class 12 contains 13348 members 
Mstep: Class 13 contains 143382 members 
Mstep: Class 14 contains 161119 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66418980.000000 Penalty: 32894.882812
Iteration 38Q: 16 clusters Score -6.641898e+07 nChanged 10313
Entering ConstructFrom: 
Score: -66418980.000000 Penalty: 32894.882812
Entering ConstructFrom: 
Trying to split cluster 1 (10261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Entering Unmasked Estep 
Score: -957957.562500 Penalty: 1500.867188
	Iteration 0F: 2 clusters Score -957957.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -950671.375000 Penalty: 3001.734375
	Iteration 0F: 3 clusters Score -950671.4 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -953091.812500 Penalty: 3001.734375
	Iteration 1F: 3 clusters Score -953091.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -953450.750000 Penalty: 3001.734375
	Iteration 2F: 3 clusters Score -953450.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -953825.437500 Penalty: 3001.734375
	Iteration 3F: 3 clusters Score -953825.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -954240.250000 Penalty: 3001.734375
	Iteration 4F: 3 clusters Score -954240.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -954690.812500 Penalty: 3001.734375
	Iteration 5F: 3 clusters Score -954690.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -955140.125000 Penalty: 3001.734375
	Iteration 6F: 3 clusters Score -955140.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -955641.187500 Penalty: 3001.734375
	Iteration 7F: 3 clusters Score -955641.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -956161.500000 Penalty: 3001.734375
	Iteration 8Q: 3 clusters Score -956161.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -956595.312500 Penalty: 3001.734375
	Iteration 9Q: 3 clusters Score -956595.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -956870.062500 Penalty: 3001.734375
	Iteration 10Q: 3 clusters Score -956870.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -957035.562500 Penalty: 3001.734375
	Iteration 11Q: 3 clusters Score -957035.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -957098.812500 Penalty: 3001.734375
	Iteration 12Q: 3 clusters Score -957098.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -957137.500000 Penalty: 3001.734375
	Iteration 13Q: 3 clusters Score -957137.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -957151.375000 Penalty: 3001.734375
	Iteration 14Q: 3 clusters Score -957151.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -957161.000000 Penalty: 3001.734375
	Iteration 15Q: 3 clusters Score -957161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -957164.250000 Penalty: 3001.734375
	Iteration 16Q: 3 clusters Score -957164.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -957166.375000 Penalty: 3001.734375
	Iteration 17Q: 3 clusters Score -957166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -957166.375000 Penalty: 3001.734375
	Iteration 18Q: 3 clusters Score -957166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -957167.187500 Penalty: 3001.734375
	Iteration 19Q: 3 clusters Score -957167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -957167.187500 Penalty: 3001.734375
	Iteration 20F: 3 clusters Score -957167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Entering Unmasked Estep 
Score: -15633856.000000 Penalty: 1954.773804
	Iteration 0F: 2 clusters Score -1.563386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -15521301.000000 Penalty: 3909.547607
	Iteration 0F: 3 clusters Score -1.55213e+07 nChanged 81032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -15569126.000000 Penalty: 3909.547607
	Iteration 1F: 3 clusters Score -1.556913e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -15570002.000000 Penalty: 3909.547607
	Iteration 2Q: 3 clusters Score -1.557e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -15571362.000000 Penalty: 3909.547607
	Iteration 3Q: 3 clusters Score -1.557136e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -15573402.000000 Penalty: 3909.547607
	Iteration 4Q: 3 clusters Score -1.55734e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -15576884.000000 Penalty: 3909.547607
	Iteration 5Q: 3 clusters Score -1.557688e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -15582502.000000 Penalty: 3909.547607
	Iteration 6F: 3 clusters Score -1.55825e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -15590633.000000 Penalty: 3909.547607
	Iteration 7F: 3 clusters Score -1.559063e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -15599609.000000 Penalty: 3909.547607
	Iteration 8F: 3 clusters Score -1.559961e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -15606728.000000 Penalty: 3909.547607
	Iteration 9F: 3 clusters Score -1.560673e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -15610184.000000 Penalty: 3909.547607
	Iteration 10F: 3 clusters Score -1.561018e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108066 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -15611471.000000 Penalty: 3909.547607
	Iteration 11Q: 3 clusters Score -1.561147e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107523 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -15611967.000000 Penalty: 3909.547607
	Iteration 12Q: 3 clusters Score -1.561197e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -15612405.000000 Penalty: 3909.547607
	Iteration 13Q: 3 clusters Score -1.56124e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -15612657.000000 Penalty: 3909.547607
	Iteration 14Q: 3 clusters Score -1.561266e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -15613001.000000 Penalty: 3909.547607
	Iteration 15Q: 3 clusters Score -1.5613e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -15613193.000000 Penalty: 3909.547607
	Iteration 16Q: 3 clusters Score -1.561319e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105466 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -15613261.000000 Penalty: 3909.547607
	Iteration 17Q: 3 clusters Score -1.561326e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104957 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -15613286.000000 Penalty: 3909.547607
	Iteration 18Q: 3 clusters Score -1.561329e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -15613225.000000 Penalty: 3909.547607
	Iteration 19Q: 3 clusters Score -1.561322e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -15613252.000000 Penalty: 3909.547607
	Iteration 20F: 3 clusters Score -1.561325e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -15613215.000000 Penalty: 3909.547607
	Iteration 21Q: 3 clusters Score -1.561322e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102956 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -15613207.000000 Penalty: 3909.547607
	Iteration 22Q: 3 clusters Score -1.561321e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102493 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -15613162.000000 Penalty: 3909.547607
	Iteration 23Q: 3 clusters Score -1.561316e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -15613154.000000 Penalty: 3909.547607
	Iteration 24Q: 3 clusters Score -1.561315e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -15613157.000000 Penalty: 3909.547607
	Iteration 25Q: 3 clusters Score -1.561316e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -15613062.000000 Penalty: 3909.547607
	Iteration 26Q: 3 clusters Score -1.561306e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -15613047.000000 Penalty: 3909.547607
	Iteration 27Q: 3 clusters Score -1.561305e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -15612990.000000 Penalty: 3909.547607
	Iteration 28Q: 3 clusters Score -1.561299e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -15612964.000000 Penalty: 3909.547607
	Iteration 29Q: 3 clusters Score -1.561296e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -15612902.000000 Penalty: 3909.547607
	Iteration 30Q: 3 clusters Score -1.56129e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -15612835.000000 Penalty: 3909.547607
	Iteration 31Q: 3 clusters Score -1.561284e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -15612788.000000 Penalty: 3909.547607
	Iteration 32Q: 3 clusters Score -1.561279e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -15612772.000000 Penalty: 3909.547607
	Iteration 33Q: 3 clusters Score -1.561277e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -15612691.000000 Penalty: 3909.547607
	Iteration 34Q: 3 clusters Score -1.561269e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -15612617.000000 Penalty: 3909.547607
	Iteration 35Q: 3 clusters Score -1.561262e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -15612590.000000 Penalty: 3909.547607
	Iteration 36Q: 3 clusters Score -1.561259e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -15612603.000000 Penalty: 3909.547607
	Iteration 37Q: 3 clusters Score -1.56126e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -15612573.000000 Penalty: 3909.547607
	Iteration 38Q: 3 clusters Score -1.561257e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -15612558.000000 Penalty: 3909.547607
	Iteration 39Q: 3 clusters Score -1.561256e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -15612537.000000 Penalty: 3909.547607
	Iteration 40F: 3 clusters Score -1.561254e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -15612538.000000 Penalty: 3909.547607
	Iteration 41Q: 3 clusters Score -1.561254e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -15612521.000000 Penalty: 3909.547607
	Iteration 42Q: 3 clusters Score -1.561252e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -15612540.000000 Penalty: 3909.547607
	Iteration 43Q: 3 clusters Score -1.561254e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93704 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -15612534.000000 Penalty: 3909.547607
	Iteration 44Q: 3 clusters Score -1.561253e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -15612521.000000 Penalty: 3909.547607
	Iteration 45Q: 3 clusters Score -1.561252e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -15612494.000000 Penalty: 3909.547607
	Iteration 46Q: 3 clusters Score -1.561249e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -15612478.000000 Penalty: 3909.547607
	Iteration 47Q: 3 clusters Score -1.561248e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -15612436.000000 Penalty: 3909.547607
	Iteration 48Q: 3 clusters Score -1.561244e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -15612424.000000 Penalty: 3909.547607
	Iteration 49Q: 3 clusters Score -1.561242e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -15612462.000000 Penalty: 3909.547607
	Iteration 50Q: 3 clusters Score -1.561246e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -15612436.000000 Penalty: 3909.547607
	Iteration 51Q: 3 clusters Score -1.561244e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -15612430.000000 Penalty: 3909.547607
	Iteration 52Q: 3 clusters Score -1.561243e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -15612388.000000 Penalty: 3909.547607
	Iteration 53Q: 3 clusters Score -1.561239e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -15612435.000000 Penalty: 3909.547607
	Iteration 54Q: 3 clusters Score -1.561244e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -15612470.000000 Penalty: 3909.547607
	Iteration 55Q: 3 clusters Score -1.561247e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -15612518.000000 Penalty: 3909.547607
	Iteration 56Q: 3 clusters Score -1.561252e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -15612535.000000 Penalty: 3909.547607
	Iteration 57Q: 3 clusters Score -1.561254e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -15612538.000000 Penalty: 3909.547607
	Iteration 58Q: 3 clusters Score -1.561254e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -15612509.000000 Penalty: 3909.547607
	Iteration 59Q: 3 clusters Score -1.561251e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -15612487.000000 Penalty: 3909.547607
	Iteration 60F: 3 clusters Score -1.561249e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -15612505.000000 Penalty: 3909.547607
	Iteration 61Q: 3 clusters Score -1.56125e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -15612433.000000 Penalty: 3909.547607
	Iteration 62Q: 3 clusters Score -1.561243e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -15612420.000000 Penalty: 3909.547607
	Iteration 63Q: 3 clusters Score -1.561242e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -15612433.000000 Penalty: 3909.547607
	Iteration 64Q: 3 clusters Score -1.561243e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -15612419.000000 Penalty: 3909.547607
	Iteration 65Q: 3 clusters Score -1.561242e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -15612447.000000 Penalty: 3909.547607
	Iteration 66Q: 3 clusters Score -1.561245e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -15612445.000000 Penalty: 3909.547607
	Iteration 67Q: 3 clusters Score -1.561244e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -15612440.000000 Penalty: 3909.547607
	Iteration 68Q: 3 clusters Score -1.561244e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -15612438.000000 Penalty: 3909.547607
	Iteration 69Q: 3 clusters Score -1.561244e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -15612479.000000 Penalty: 3909.547607
	Iteration 70Q: 3 clusters Score -1.561248e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -15612483.000000 Penalty: 3909.547607
	Iteration 71Q: 3 clusters Score -1.561248e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -15612444.000000 Penalty: 3909.547607
	Iteration 72Q: 3 clusters Score -1.561244e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -15612443.000000 Penalty: 3909.547607
	Iteration 73Q: 3 clusters Score -1.561244e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -15612458.000000 Penalty: 3909.547607
	Iteration 74Q: 3 clusters Score -1.561246e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -15612456.000000 Penalty: 3909.547607
	Iteration 75Q: 3 clusters Score -1.561246e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -15612462.000000 Penalty: 3909.547607
	Iteration 76Q: 3 clusters Score -1.561246e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -15612454.000000 Penalty: 3909.547607
	Iteration 77Q: 3 clusters Score -1.561245e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -15612472.000000 Penalty: 3909.547607
	Iteration 78Q: 3 clusters Score -1.561247e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -15612484.000000 Penalty: 3909.547607
	Iteration 79Q: 3 clusters Score -1.561248e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -15612475.000000 Penalty: 3909.547607
	Iteration 80F: 3 clusters Score -1.561248e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -15612505.000000 Penalty: 3909.547607
	Iteration 81Q: 3 clusters Score -1.56125e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -15612450.000000 Penalty: 3909.547607
	Iteration 82Q: 3 clusters Score -1.561245e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -15612450.000000 Penalty: 3909.547607
	Iteration 83Q: 3 clusters Score -1.561245e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -15612477.000000 Penalty: 3909.547607
	Iteration 84Q: 3 clusters Score -1.561248e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -15612467.000000 Penalty: 3909.547607
	Iteration 85Q: 3 clusters Score -1.561247e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -15612489.000000 Penalty: 3909.547607
	Iteration 86Q: 3 clusters Score -1.561249e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -15612508.000000 Penalty: 3909.547607
	Iteration 87Q: 3 clusters Score -1.561251e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 81696 members 
Entering Unmasked Estep 
Score: -15612502.000000 Penalty: 3909.547607
	Iteration 88Q: 3 clusters Score -1.56125e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -15612485.000000 Penalty: 3909.547607
	Iteration 89Q: 3 clusters Score -1.561248e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -15612466.000000 Penalty: 3909.547607
	Iteration 90Q: 3 clusters Score -1.561247e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -15612485.000000 Penalty: 3909.547607
	Iteration 91Q: 3 clusters Score -1.561248e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -15612482.000000 Penalty: 3909.547607
	Iteration 92Q: 3 clusters Score -1.561248e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -15612448.000000 Penalty: 3909.547607
	Iteration 93Q: 3 clusters Score -1.561245e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -15612443.000000 Penalty: 3909.547607
	Iteration 94Q: 3 clusters Score -1.561244e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -15612454.000000 Penalty: 3909.547607
	Iteration 95Q: 3 clusters Score -1.561245e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -15612480.000000 Penalty: 3909.547607
	Iteration 96Q: 3 clusters Score -1.561248e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -15612496.000000 Penalty: 3909.547607
	Iteration 97Q: 3 clusters Score -1.56125e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -15612511.000000 Penalty: 3909.547607
	Iteration 98Q: 3 clusters Score -1.561251e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -15612511.000000 Penalty: 3909.547607
	Iteration 99Q: 3 clusters Score -1.561251e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85099 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -15612511.000000 Penalty: 3909.547607
	Iteration 100F: 3 clusters Score -1.561251e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -15612510.000000 Penalty: 3909.547607
	Iteration 101Q: 3 clusters Score -1.561251e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -15612512.000000 Penalty: 3909.547607
	Iteration 102Q: 3 clusters Score -1.561251e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -15612490.000000 Penalty: 3909.547607
	Iteration 103Q: 3 clusters Score -1.561249e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -15612541.000000 Penalty: 3909.547607
	Iteration 104Q: 3 clusters Score -1.561254e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -15612548.000000 Penalty: 3909.547607
	Iteration 105Q: 3 clusters Score -1.561255e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -15612556.000000 Penalty: 3909.547607
	Iteration 106Q: 3 clusters Score -1.561256e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -15612554.000000 Penalty: 3909.547607
	Iteration 107Q: 3 clusters Score -1.561255e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -15612570.000000 Penalty: 3909.547607
	Iteration 108Q: 3 clusters Score -1.561257e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -15612554.000000 Penalty: 3909.547607
	Iteration 109Q: 3 clusters Score -1.561255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -15612523.000000 Penalty: 3909.547607
	Iteration 110Q: 3 clusters Score -1.561252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -15612515.000000 Penalty: 3909.547607
	Iteration 111Q: 3 clusters Score -1.561252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -15612509.000000 Penalty: 3909.547607
	Iteration 112Q: 3 clusters Score -1.561251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -15612503.000000 Penalty: 3909.547607
	Iteration 113Q: 3 clusters Score -1.56125e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -15612509.000000 Penalty: 3909.547607
	Iteration 114Q: 3 clusters Score -1.561251e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -15612505.000000 Penalty: 3909.547607
	Iteration 115Q: 3 clusters Score -1.56125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 83004 members 
Entering Unmasked Estep 
Score: -15612511.000000 Penalty: 3909.547607
	Iteration 116Q: 3 clusters Score -1.561251e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -15612520.000000 Penalty: 3909.547607
	Iteration 117Q: 3 clusters Score -1.561252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -15612529.000000 Penalty: 3909.547607
	Iteration 118Q: 3 clusters Score -1.561253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -15612518.000000 Penalty: 3909.547607
	Iteration 119Q: 3 clusters Score -1.561252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -15612533.000000 Penalty: 3909.547607
	Iteration 120F: 3 clusters Score -1.561253e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -15612541.000000 Penalty: 3909.547607
	Iteration 121Q: 3 clusters Score -1.561254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -15612531.000000 Penalty: 3909.547607
	Iteration 122Q: 3 clusters Score -1.561253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -15612539.000000 Penalty: 3909.547607
	Iteration 123Q: 3 clusters Score -1.561254e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -15612543.000000 Penalty: 3909.547607
	Iteration 124Q: 3 clusters Score -1.561254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -15612562.000000 Penalty: 3909.547607
	Iteration 125Q: 3 clusters Score -1.561256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -15612548.000000 Penalty: 3909.547607
	Iteration 126Q: 3 clusters Score -1.561255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -15612555.000000 Penalty: 3909.547607
	Iteration 127Q: 3 clusters Score -1.561256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -15612542.000000 Penalty: 3909.547607
	Iteration 128Q: 3 clusters Score -1.561254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -15612533.000000 Penalty: 3909.547607
	Iteration 129Q: 3 clusters Score -1.561253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -15612556.000000 Penalty: 3909.547607
	Iteration 130Q: 3 clusters Score -1.561256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 83305 members 
Entering Unmasked Estep 
Score: -15612555.000000 Penalty: 3909.547607
	Iteration 131Q: 3 clusters Score -1.561256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -15612551.000000 Penalty: 3909.547607
	Iteration 132Q: 3 clusters Score -1.561255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -15612541.000000 Penalty: 3909.547607
	Iteration 133Q: 3 clusters Score -1.561254e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -15612555.000000 Penalty: 3909.547607
	Iteration 134Q: 3 clusters Score -1.561256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -15612549.000000 Penalty: 3909.547607
	Iteration 135Q: 3 clusters Score -1.561255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -15612532.000000 Penalty: 3909.547607
	Iteration 136Q: 3 clusters Score -1.561253e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -15612519.000000 Penalty: 3909.547607
	Iteration 137Q: 3 clusters Score -1.561252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -15612522.000000 Penalty: 3909.547607
	Iteration 138Q: 3 clusters Score -1.561252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -15612517.000000 Penalty: 3909.547607
	Iteration 139Q: 3 clusters Score -1.561252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -15612520.000000 Penalty: 3909.547607
	Iteration 140F: 3 clusters Score -1.561252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -15612529.000000 Penalty: 3909.547607
	Iteration 141Q: 3 clusters Score -1.561253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -15612533.000000 Penalty: 3909.547607
	Iteration 142Q: 3 clusters Score -1.561253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -15612516.000000 Penalty: 3909.547607
	Iteration 143Q: 3 clusters Score -1.561252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -15612516.000000 Penalty: 3909.547607
	Iteration 144Q: 3 clusters Score -1.561252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -15612514.000000 Penalty: 3909.547607
	Iteration 145Q: 3 clusters Score -1.561251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -15612516.000000 Penalty: 3909.547607
	Iteration 146Q: 3 clusters Score -1.561252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -15612518.000000 Penalty: 3909.547607
	Iteration 147Q: 3 clusters Score -1.561252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -15612523.000000 Penalty: 3909.547607
	Iteration 148Q: 3 clusters Score -1.561252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -15612527.000000 Penalty: 3909.547607
	Iteration 149Q: 3 clusters Score -1.561253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -15612520.000000 Penalty: 3909.547607
	Iteration 150Q: 3 clusters Score -1.561252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -15612529.000000 Penalty: 3909.547607
	Iteration 151Q: 3 clusters Score -1.561253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -15612530.000000 Penalty: 3909.547607
	Iteration 152Q: 3 clusters Score -1.561253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -15612546.000000 Penalty: 3909.547607
	Iteration 153Q: 3 clusters Score -1.561255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -15612529.000000 Penalty: 3909.547607
	Iteration 154Q: 3 clusters Score -1.561253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -15612530.000000 Penalty: 3909.547607
	Iteration 155Q: 3 clusters Score -1.561253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -15612533.000000 Penalty: 3909.547607
	Iteration 156Q: 3 clusters Score -1.561253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -15612520.000000 Penalty: 3909.547607
	Iteration 157Q: 3 clusters Score -1.561252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -15612521.000000 Penalty: 3909.547607
	Iteration 158Q: 3 clusters Score -1.561252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -15612518.000000 Penalty: 3909.547607
	Iteration 159Q: 3 clusters Score -1.561252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -15612510.000000 Penalty: 3909.547607
	Iteration 160F: 3 clusters Score -1.561251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -15612514.000000 Penalty: 3909.547607
	Iteration 161Q: 3 clusters Score -1.561251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -15612513.000000 Penalty: 3909.547607
	Iteration 162Q: 3 clusters Score -1.561251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -15612518.000000 Penalty: 3909.547607
	Iteration 163Q: 3 clusters Score -1.561252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -15612528.000000 Penalty: 3909.547607
	Iteration 164Q: 3 clusters Score -1.561253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -15612520.000000 Penalty: 3909.547607
	Iteration 165Q: 3 clusters Score -1.561252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -15612526.000000 Penalty: 3909.547607
	Iteration 166Q: 3 clusters Score -1.561253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -15612525.000000 Penalty: 3909.547607
	Iteration 167Q: 3 clusters Score -1.561252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -15612530.000000 Penalty: 3909.547607
	Iteration 168Q: 3 clusters Score -1.561253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -15612527.000000 Penalty: 3909.547607
	Iteration 169Q: 3 clusters Score -1.561253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -15612527.000000 Penalty: 3909.547607
	Iteration 170F: 3 clusters Score -1.561253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -133127.812500 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -133127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -131445.250000 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -131445.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -132874.750000 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -132874.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -133734.046875 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -133734 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -134268.312500 Penalty: 2418.619873
	Iteration 3F: 3 clusters Score -134268.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -134877.734375 Penalty: 2418.619873
	Iteration 4F: 3 clusters Score -134877.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -135484.171875 Penalty: 2418.619873
	Iteration 5F: 3 clusters Score -135484.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -135709.312500 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -135709.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -135765.562500 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -135765.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -135784.703125 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -135784.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -135806.640625 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -135806.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -135827.375000 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -135827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -135832.171875 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -135832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -135834.078125 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -135834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -135834.718750 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -135834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -135842.453125 Penalty: 2418.619873
	Iteration 14F: 3 clusters Score -135842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -135852.593750 Penalty: 2418.619873
	Iteration 15Q: 3 clusters Score -135852.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -135865.421875 Penalty: 2418.619873
	Iteration 16Q: 3 clusters Score -135865.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -135881.000000 Penalty: 2418.619873
	Iteration 17Q: 3 clusters Score -135881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -135895.625000 Penalty: 2418.619873
	Iteration 18Q: 3 clusters Score -135895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -135916.625000 Penalty: 2418.619873
	Iteration 19Q: 3 clusters Score -135916.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -135942.093750 Penalty: 2418.619873
	Iteration 20F: 3 clusters Score -135942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -135964.859375 Penalty: 2418.619873
	Iteration 21Q: 3 clusters Score -135964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -135988.546875 Penalty: 2418.619873
	Iteration 22Q: 3 clusters Score -135988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -136001.656250 Penalty: 2418.619873
	Iteration 23Q: 3 clusters Score -136001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -136005.593750 Penalty: 2418.619873
	Iteration 24Q: 3 clusters Score -136005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -136007.937500 Penalty: 2418.619873
	Iteration 25Q: 3 clusters Score -136007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -136007.937500 Penalty: 2418.619873
	Iteration 26F: 3 clusters Score -136007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 167607 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 8201 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 11 contains 177326 members 
Mstep: Class 12 contains 13404 members 
Mstep: Class 13 contains 143652 members 
Mstep: Class 14 contains 159398 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 10875 members 
Mstep: Class 17 contains 3409 members 
Entering Unmasked Estep 
Score: -66420560.000000 Penalty: 35087.875000
Splitting cluster 4 changes total score from -66418980.000000 to -66420560.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -204203.671875 Penalty: 1251.150757
	Iteration 0F: 2 clusters Score -204203.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -201990.531250 Penalty: 2502.301514
	Iteration 0F: 3 clusters Score -201990.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -202476.453125 Penalty: 2502.301514
	Iteration 1F: 3 clusters Score -202476.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -202604.093750 Penalty: 2502.301514
	Iteration 2F: 3 clusters Score -202604.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -202669.109375 Penalty: 2502.301514
	Iteration 3F: 3 clusters Score -202669.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -202708.734375 Penalty: 2502.301514
	Iteration 4Q: 3 clusters Score -202708.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -202744.875000 Penalty: 2502.301514
	Iteration 5Q: 3 clusters Score -202744.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -202784.828125 Penalty: 2502.301514
	Iteration 6Q: 3 clusters Score -202784.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -202824.578125 Penalty: 2502.301514
	Iteration 7Q: 3 clusters Score -202824.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -202860.312500 Penalty: 2502.301514
	Iteration 8Q: 3 clusters Score -202860.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -202885.015625 Penalty: 2502.301514
	Iteration 9Q: 3 clusters Score -202885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -202908.593750 Penalty: 2502.301514
	Iteration 10Q: 3 clusters Score -202908.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -202930.265625 Penalty: 2502.301514
	Iteration 11Q: 3 clusters Score -202930.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -202957.687500 Penalty: 2502.301514
	Iteration 12Q: 3 clusters Score -202957.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -202975.000000 Penalty: 2502.301514
	Iteration 13Q: 3 clusters Score -202975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -202993.062500 Penalty: 2502.301514
	Iteration 14Q: 3 clusters Score -202993.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -203004.968750 Penalty: 2502.301514
	Iteration 15Q: 3 clusters Score -203005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -203021.328125 Penalty: 2502.301514
	Iteration 16Q: 3 clusters Score -203021.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -203039.984375 Penalty: 2502.301514
	Iteration 17Q: 3 clusters Score -203040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -203055.546875 Penalty: 2502.301514
	Iteration 18Q: 3 clusters Score -203055.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -203071.843750 Penalty: 2502.301514
	Iteration 19Q: 3 clusters Score -203071.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -203082.671875 Penalty: 2502.301514
	Iteration 20F: 3 clusters Score -203082.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -203090.546875 Penalty: 2502.301514
	Iteration 21Q: 3 clusters Score -203090.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -203098.421875 Penalty: 2502.301514
	Iteration 22Q: 3 clusters Score -203098.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -203107.406250 Penalty: 2502.301514
	Iteration 23Q: 3 clusters Score -203107.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -203116.718750 Penalty: 2502.301514
	Iteration 24Q: 3 clusters Score -203116.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -203130.656250 Penalty: 2502.301514
	Iteration 25Q: 3 clusters Score -203130.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -203145.984375 Penalty: 2502.301514
	Iteration 26Q: 3 clusters Score -203146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -203157.750000 Penalty: 2502.301514
	Iteration 27Q: 3 clusters Score -203157.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -203175.015625 Penalty: 2502.301514
	Iteration 28Q: 3 clusters Score -203175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -203194.031250 Penalty: 2502.301514
	Iteration 29Q: 3 clusters Score -203194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -203210.406250 Penalty: 2502.301514
	Iteration 30Q: 3 clusters Score -203210.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -203230.640625 Penalty: 2502.301514
	Iteration 31Q: 3 clusters Score -203230.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -203254.343750 Penalty: 2502.301514
	Iteration 32Q: 3 clusters Score -203254.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -203282.078125 Penalty: 2502.301514
	Iteration 33Q: 3 clusters Score -203282.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -203306.312500 Penalty: 2502.301514
	Iteration 34Q: 3 clusters Score -203306.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -203329.453125 Penalty: 2502.301514
	Iteration 35Q: 3 clusters Score -203329.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -203340.703125 Penalty: 2502.301514
	Iteration 36Q: 3 clusters Score -203340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -203346.218750 Penalty: 2502.301514
	Iteration 37Q: 3 clusters Score -203346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -203349.906250 Penalty: 2502.301514
	Iteration 38Q: 3 clusters Score -203349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -203352.828125 Penalty: 2502.301514
	Iteration 39Q: 3 clusters Score -203352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -203355.109375 Penalty: 2502.301514
	Iteration 40F: 3 clusters Score -203355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -203358.625000 Penalty: 2502.301514
	Iteration 41Q: 3 clusters Score -203358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -203362.515625 Penalty: 2502.301514
	Iteration 42Q: 3 clusters Score -203362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -203364.031250 Penalty: 2502.301514
	Iteration 43Q: 3 clusters Score -203364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -203365.734375 Penalty: 2502.301514
	Iteration 44Q: 3 clusters Score -203365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -203367.890625 Penalty: 2502.301514
	Iteration 45Q: 3 clusters Score -203367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -203369.140625 Penalty: 2502.301514
	Iteration 46Q: 3 clusters Score -203369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -203369.140625 Penalty: 2502.301514
	Iteration 47F: 3 clusters Score -203369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -694101.250000 Penalty: 1464.451904
	Iteration 0F: 2 clusters Score -694101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -688161.437500 Penalty: 2928.903809
	Iteration 0F: 3 clusters Score -688161.4 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -690692.500000 Penalty: 2928.903809
	Iteration 1F: 3 clusters Score -690692.5 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -691702.937500 Penalty: 2928.903809
	Iteration 2F: 3 clusters Score -691702.9 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -692592.562500 Penalty: 2928.903809
	Iteration 3F: 3 clusters Score -692592.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -693116.687500 Penalty: 2928.903809
	Iteration 4F: 3 clusters Score -693116.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -693360.250000 Penalty: 2928.903809
	Iteration 5Q: 3 clusters Score -693360.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -693454.000000 Penalty: 2928.903809
	Iteration 6Q: 3 clusters Score -693454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -693500.562500 Penalty: 2928.903809
	Iteration 7Q: 3 clusters Score -693500.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -693529.812500 Penalty: 2928.903809
	Iteration 8Q: 3 clusters Score -693529.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -693548.812500 Penalty: 2928.903809
	Iteration 9Q: 3 clusters Score -693548.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -693563.562500 Penalty: 2928.903809
	Iteration 10Q: 3 clusters Score -693563.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -693570.937500 Penalty: 2928.903809
	Iteration 11Q: 3 clusters Score -693570.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -693574.250000 Penalty: 2928.903809
	Iteration 12Q: 3 clusters Score -693574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -693577.562500 Penalty: 2928.903809
	Iteration 13Q: 3 clusters Score -693577.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -693580.250000 Penalty: 2928.903809
	Iteration 14Q: 3 clusters Score -693580.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -693583.687500 Penalty: 2928.903809
	Iteration 15Q: 3 clusters Score -693583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -693582.937500 Penalty: 2928.903809
	Iteration 16Q: 3 clusters Score -693582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -693585.187500 Penalty: 2928.903809
	Iteration 17Q: 3 clusters Score -693585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -693587.250000 Penalty: 2928.903809
	Iteration 18Q: 3 clusters Score -693587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -693588.437500 Penalty: 2928.903809
	Iteration 19Q: 3 clusters Score -693588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -693589.750000 Penalty: 2928.903809
	Iteration 20F: 3 clusters Score -693589.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -693594.125000 Penalty: 2928.903809
	Iteration 21Q: 3 clusters Score -693594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -693598.500000 Penalty: 2928.903809
	Iteration 22Q: 3 clusters Score -693598.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -693600.937500 Penalty: 2928.903809
	Iteration 23Q: 3 clusters Score -693600.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -693604.437500 Penalty: 2928.903809
	Iteration 24Q: 3 clusters Score -693604.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -693605.125000 Penalty: 2928.903809
	Iteration 25Q: 3 clusters Score -693605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -693610.875000 Penalty: 2928.903809
	Iteration 26Q: 3 clusters Score -693610.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -693615.312500 Penalty: 2928.903809
	Iteration 27Q: 3 clusters Score -693615.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -693622.000000 Penalty: 2928.903809
	Iteration 28Q: 3 clusters Score -693622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -693628.250000 Penalty: 2928.903809
	Iteration 29Q: 3 clusters Score -693628.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -693641.750000 Penalty: 2928.903809
	Iteration 30Q: 3 clusters Score -693641.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -693652.375000 Penalty: 2928.903809
	Iteration 31Q: 3 clusters Score -693652.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -693664.625000 Penalty: 2928.903809
	Iteration 32Q: 3 clusters Score -693664.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -693678.250000 Penalty: 2928.903809
	Iteration 33Q: 3 clusters Score -693678.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -693688.437500 Penalty: 2928.903809
	Iteration 34Q: 3 clusters Score -693688.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -693696.250000 Penalty: 2928.903809
	Iteration 35Q: 3 clusters Score -693696.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -693709.750000 Penalty: 2928.903809
	Iteration 36Q: 3 clusters Score -693709.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -693728.750000 Penalty: 2928.903809
	Iteration 37Q: 3 clusters Score -693728.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -693753.812500 Penalty: 2928.903809
	Iteration 38Q: 3 clusters Score -693753.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -693790.875000 Penalty: 2928.903809
	Iteration 39Q: 3 clusters Score -693790.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -693831.250000 Penalty: 2928.903809
	Iteration 40F: 3 clusters Score -693831.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -693875.750000 Penalty: 2928.903809
	Iteration 41Q: 3 clusters Score -693875.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -693903.812500 Penalty: 2928.903809
	Iteration 42Q: 3 clusters Score -693903.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -693930.250000 Penalty: 2928.903809
	Iteration 43Q: 3 clusters Score -693930.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -693955.062500 Penalty: 2928.903809
	Iteration 44Q: 3 clusters Score -693955.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -693968.625000 Penalty: 2928.903809
	Iteration 45Q: 3 clusters Score -693968.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -693981.187500 Penalty: 2928.903809
	Iteration 46Q: 3 clusters Score -693981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -693984.500000 Penalty: 2928.903809
	Iteration 47Q: 3 clusters Score -693984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -693989.187500 Penalty: 2928.903809
	Iteration 48Q: 3 clusters Score -693989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -693993.250000 Penalty: 2928.903809
	Iteration 49Q: 3 clusters Score -693993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -693994.250000 Penalty: 2928.903809
	Iteration 50Q: 3 clusters Score -693994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -693994.750000 Penalty: 2928.903809
	Iteration 51Q: 3 clusters Score -693994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -693996.562500 Penalty: 2928.903809
	Iteration 52Q: 3 clusters Score -693996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -693997.250000 Penalty: 2928.903809
	Iteration 53Q: 3 clusters Score -693997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -694000.250000 Penalty: 2928.903809
	Iteration 54Q: 3 clusters Score -694000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -694001.500000 Penalty: 2928.903809
	Iteration 55Q: 3 clusters Score -694001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -694001.937500 Penalty: 2928.903809
	Iteration 56Q: 3 clusters Score -694001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -694003.125000 Penalty: 2928.903809
	Iteration 57Q: 3 clusters Score -694003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -694003.625000 Penalty: 2928.903809
	Iteration 58Q: 3 clusters Score -694003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -694006.187500 Penalty: 2928.903809
	Iteration 59Q: 3 clusters Score -694006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -694007.500000 Penalty: 2928.903809
	Iteration 60F: 3 clusters Score -694007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -694007.500000 Penalty: 2928.903809
	Iteration 61Q: 3 clusters Score -694007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -694007.500000 Penalty: 2928.903809
	Iteration 62F: 3 clusters Score -694007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -25120.093750 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -25120.09 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 245 members 
Entering Unmasked Estep 
Score: -24191.582031 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -24191.58 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24832.384766 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -24832.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25590.535156 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -25590.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26186.664062 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -26186.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26877.173828 Penalty: 2021.691772
	Iteration 4F: 3 clusters Score -26877.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27578.892578 Penalty: 2021.691772
	Iteration 5F: 3 clusters Score -27578.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28115.871094 Penalty: 2021.691772
	Iteration 6F: 3 clusters Score -28115.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28296.271484 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -28296.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28411.611328 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -28411.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28459.033203 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -28459.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28525.060547 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -28525.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28553.916016 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -28553.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28672.099609 Penalty: 2021.691772
	Iteration 12Q: 3 clusters Score -28672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28680.345703 Penalty: 2021.691772
	Iteration 13Q: 3 clusters Score -28680.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28681.822266 Penalty: 2021.691772
	Iteration 14Q: 3 clusters Score -28681.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28681.822266 Penalty: 2021.691772
	Iteration 15F: 3 clusters Score -28681.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 167607 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 8201 members 
Mstep: Class 8 contains 182 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 11 contains 177326 members 
Mstep: Class 12 contains 13404 members 
Mstep: Class 13 contains 143652 members 
Mstep: Class 14 contains 159398 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 10875 members 
Mstep: Class 17 contains 3409 members 
Entering Unmasked Estep 
Score: -66422892.000000 Penalty: 37280.867188
Splitting cluster 8 changes total score from -66418980.000000 to -66422892.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -69038.609375 Penalty: 1149.543945
	Iteration 0F: 2 clusters Score -69038.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -67806.335938 Penalty: 2299.087891
	Iteration 0F: 3 clusters Score -67806.34 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -69075.867188 Penalty: 2299.087891
	Iteration 1F: 3 clusters Score -69075.87 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -69768.601562 Penalty: 2299.087891
	Iteration 2F: 3 clusters Score -69768.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70162.359375 Penalty: 2299.087891
	Iteration 3F: 3 clusters Score -70162.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70579.125000 Penalty: 2299.087891
	Iteration 4F: 3 clusters Score -70579.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -71126.992188 Penalty: 2299.087891
	Iteration 5F: 3 clusters Score -71126.99 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -71681.562500 Penalty: 2299.087891
	Iteration 6F: 3 clusters Score -71681.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71926.375000 Penalty: 2299.087891
	Iteration 7F: 3 clusters Score -71926.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72035.382812 Penalty: 2299.087891
	Iteration 8Q: 3 clusters Score -72035.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -72055.953125 Penalty: 2299.087891
	Iteration 9Q: 3 clusters Score -72055.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72086.687500 Penalty: 2299.087891
	Iteration 10Q: 3 clusters Score -72086.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72146.820312 Penalty: 2299.087891
	Iteration 11Q: 3 clusters Score -72146.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -72163.937500 Penalty: 2299.087891
	Iteration 12Q: 3 clusters Score -72163.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -72166.085938 Penalty: 2299.087891
	Iteration 13Q: 3 clusters Score -72166.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -72166.085938 Penalty: 2299.087891
	Iteration 14F: 3 clusters Score -72166.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 167607 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 8201 members 
Mstep: Class 8 contains 182 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 11 contains 177326 members 
Mstep: Class 12 contains 13404 members 
Mstep: Class 13 contains 143652 members 
Mstep: Class 14 contains 159398 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 10875 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 685 members 
Entering Unmasked Estep 
Score: -66425024.000000 Penalty: 39473.859375
Splitting cluster 9 changes total score from -66418980.000000 to -66425024.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (13170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Entering Unmasked Estep 
Score: -1190349.250000 Penalty: 1541.425781
	Iteration 0F: 2 clusters Score -1190349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1181201.625000 Penalty: 3082.851562
	Iteration 0F: 3 clusters Score -1181202 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1184402.250000 Penalty: 3082.851562
	Iteration 1F: 3 clusters Score -1184402 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1184703.625000 Penalty: 3082.851562
	Iteration 2F: 3 clusters Score -1184704 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1184986.375000 Penalty: 3082.851562
	Iteration 3Q: 3 clusters Score -1184986 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1185302.375000 Penalty: 3082.851562
	Iteration 4Q: 3 clusters Score -1185302 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1185677.375000 Penalty: 3082.851562
	Iteration 5Q: 3 clusters Score -1185677 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1186187.750000 Penalty: 3082.851562
	Iteration 6Q: 3 clusters Score -1186188 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1186751.500000 Penalty: 3082.851562
	Iteration 7F: 3 clusters Score -1186752 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1187354.375000 Penalty: 3082.851562
	Iteration 8F: 3 clusters Score -1187354 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1187782.000000 Penalty: 3082.851562
	Iteration 9Q: 3 clusters Score -1187782 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1188034.250000 Penalty: 3082.851562
	Iteration 10Q: 3 clusters Score -1188034 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1188173.500000 Penalty: 3082.851562
	Iteration 11Q: 3 clusters Score -1188174 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1188260.125000 Penalty: 3082.851562
	Iteration 12Q: 3 clusters Score -1188260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1188320.625000 Penalty: 3082.851562
	Iteration 13Q: 3 clusters Score -1188321 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1188349.125000 Penalty: 3082.851562
	Iteration 14Q: 3 clusters Score -1188349 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1188381.500000 Penalty: 3082.851562
	Iteration 15Q: 3 clusters Score -1188382 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1188407.125000 Penalty: 3082.851562
	Iteration 16Q: 3 clusters Score -1188407 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1188431.875000 Penalty: 3082.851562
	Iteration 17Q: 3 clusters Score -1188432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1188461.000000 Penalty: 3082.851562
	Iteration 18Q: 3 clusters Score -1188461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1188478.500000 Penalty: 3082.851562
	Iteration 19Q: 3 clusters Score -1188478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1188492.375000 Penalty: 3082.851562
	Iteration 20F: 3 clusters Score -1188492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1188507.625000 Penalty: 3082.851562
	Iteration 21Q: 3 clusters Score -1188508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1188529.000000 Penalty: 3082.851562
	Iteration 22Q: 3 clusters Score -1188529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1188542.375000 Penalty: 3082.851562
	Iteration 23Q: 3 clusters Score -1188542 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1188554.250000 Penalty: 3082.851562
	Iteration 24Q: 3 clusters Score -1188554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1188575.250000 Penalty: 3082.851562
	Iteration 25Q: 3 clusters Score -1188575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1188588.000000 Penalty: 3082.851562
	Iteration 26Q: 3 clusters Score -1188588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1188596.500000 Penalty: 3082.851562
	Iteration 27Q: 3 clusters Score -1188596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1188610.500000 Penalty: 3082.851562
	Iteration 28Q: 3 clusters Score -1188610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1188624.500000 Penalty: 3082.851562
	Iteration 29Q: 3 clusters Score -1188624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1188634.500000 Penalty: 3082.851562
	Iteration 30Q: 3 clusters Score -1188634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1188649.000000 Penalty: 3082.851562
	Iteration 31Q: 3 clusters Score -1188649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1188660.250000 Penalty: 3082.851562
	Iteration 32Q: 3 clusters Score -1188660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1188680.750000 Penalty: 3082.851562
	Iteration 33Q: 3 clusters Score -1188681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1188702.875000 Penalty: 3082.851562
	Iteration 34Q: 3 clusters Score -1188703 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1188726.875000 Penalty: 3082.851562
	Iteration 35Q: 3 clusters Score -1188727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1188740.375000 Penalty: 3082.851562
	Iteration 36Q: 3 clusters Score -1188740 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1188759.125000 Penalty: 3082.851562
	Iteration 37Q: 3 clusters Score -1188759 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1188774.875000 Penalty: 3082.851562
	Iteration 38Q: 3 clusters Score -1188775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1188791.125000 Penalty: 3082.851562
	Iteration 39Q: 3 clusters Score -1188791 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1188815.375000 Penalty: 3082.851562
	Iteration 40F: 3 clusters Score -1188815 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1188835.125000 Penalty: 3082.851562
	Iteration 41Q: 3 clusters Score -1188835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1188853.250000 Penalty: 3082.851562
	Iteration 42Q: 3 clusters Score -1188853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1188863.500000 Penalty: 3082.851562
	Iteration 43Q: 3 clusters Score -1188864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1188880.625000 Penalty: 3082.851562
	Iteration 44Q: 3 clusters Score -1188881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1188894.875000 Penalty: 3082.851562
	Iteration 45Q: 3 clusters Score -1188895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1188916.000000 Penalty: 3082.851562
	Iteration 46Q: 3 clusters Score -1188916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1188932.125000 Penalty: 3082.851562
	Iteration 47Q: 3 clusters Score -1188932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1188942.125000 Penalty: 3082.851562
	Iteration 48Q: 3 clusters Score -1188942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1188954.000000 Penalty: 3082.851562
	Iteration 49Q: 3 clusters Score -1188954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1188963.750000 Penalty: 3082.851562
	Iteration 50Q: 3 clusters Score -1188964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1188975.625000 Penalty: 3082.851562
	Iteration 51Q: 3 clusters Score -1188976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1188984.125000 Penalty: 3082.851562
	Iteration 52Q: 3 clusters Score -1188984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1188993.250000 Penalty: 3082.851562
	Iteration 53Q: 3 clusters Score -1188993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1188998.375000 Penalty: 3082.851562
	Iteration 54Q: 3 clusters Score -1188998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1189004.500000 Penalty: 3082.851562
	Iteration 55Q: 3 clusters Score -1189004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1189010.750000 Penalty: 3082.851562
	Iteration 56Q: 3 clusters Score -1189011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1189012.875000 Penalty: 3082.851562
	Iteration 57Q: 3 clusters Score -1189013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1189021.000000 Penalty: 3082.851562
	Iteration 58Q: 3 clusters Score -1189021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1189024.875000 Penalty: 3082.851562
	Iteration 59Q: 3 clusters Score -1189025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1189027.000000 Penalty: 3082.851562
	Iteration 60F: 3 clusters Score -1189027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1189024.625000 Penalty: 3082.851562
	Iteration 61Q: 3 clusters Score -1189025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1189030.750000 Penalty: 3082.851562
	Iteration 62Q: 3 clusters Score -1189031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1189030.875000 Penalty: 3082.851562
	Iteration 63Q: 3 clusters Score -1189031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1189031.500000 Penalty: 3082.851562
	Iteration 64Q: 3 clusters Score -1189032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1189032.125000 Penalty: 3082.851562
	Iteration 65Q: 3 clusters Score -1189032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1189032.625000 Penalty: 3082.851562
	Iteration 66Q: 3 clusters Score -1189033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1189030.875000 Penalty: 3082.851562
	Iteration 67Q: 3 clusters Score -1189031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1189032.625000 Penalty: 3082.851562
	Iteration 68Q: 3 clusters Score -1189033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1189031.500000 Penalty: 3082.851562
	Iteration 69Q: 3 clusters Score -1189032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1189033.500000 Penalty: 3082.851562
	Iteration 70Q: 3 clusters Score -1189034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1189036.375000 Penalty: 3082.851562
	Iteration 71Q: 3 clusters Score -1189036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1189039.000000 Penalty: 3082.851562
	Iteration 72Q: 3 clusters Score -1189039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1189038.375000 Penalty: 3082.851562
	Iteration 73Q: 3 clusters Score -1189038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1189044.125000 Penalty: 3082.851562
	Iteration 74Q: 3 clusters Score -1189044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1189044.125000 Penalty: 3082.851562
	Iteration 75Q: 3 clusters Score -1189044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1189047.250000 Penalty: 3082.851562
	Iteration 76Q: 3 clusters Score -1189047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1189045.000000 Penalty: 3082.851562
	Iteration 77Q: 3 clusters Score -1189045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1189046.625000 Penalty: 3082.851562
	Iteration 78Q: 3 clusters Score -1189047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1189052.500000 Penalty: 3082.851562
	Iteration 79Q: 3 clusters Score -1189052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1189054.250000 Penalty: 3082.851562
	Iteration 80F: 3 clusters Score -1189054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1189055.000000 Penalty: 3082.851562
	Iteration 81Q: 3 clusters Score -1189055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1189056.625000 Penalty: 3082.851562
	Iteration 82Q: 3 clusters Score -1189057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1189058.250000 Penalty: 3082.851562
	Iteration 83Q: 3 clusters Score -1189058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1189059.375000 Penalty: 3082.851562
	Iteration 84Q: 3 clusters Score -1189059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1189057.250000 Penalty: 3082.851562
	Iteration 85Q: 3 clusters Score -1189057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1189057.875000 Penalty: 3082.851562
	Iteration 86Q: 3 clusters Score -1189058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1189062.000000 Penalty: 3082.851562
	Iteration 87Q: 3 clusters Score -1189062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1189060.625000 Penalty: 3082.851562
	Iteration 88Q: 3 clusters Score -1189061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1189064.625000 Penalty: 3082.851562
	Iteration 89Q: 3 clusters Score -1189065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1189064.875000 Penalty: 3082.851562
	Iteration 90Q: 3 clusters Score -1189065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1189064.125000 Penalty: 3082.851562
	Iteration 91Q: 3 clusters Score -1189064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1189066.000000 Penalty: 3082.851562
	Iteration 92Q: 3 clusters Score -1189066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1189065.375000 Penalty: 3082.851562
	Iteration 93Q: 3 clusters Score -1189065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1189066.750000 Penalty: 3082.851562
	Iteration 94Q: 3 clusters Score -1189067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1189068.375000 Penalty: 3082.851562
	Iteration 95Q: 3 clusters Score -1189068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1189068.500000 Penalty: 3082.851562
	Iteration 96Q: 3 clusters Score -1189068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1189070.625000 Penalty: 3082.851562
	Iteration 97Q: 3 clusters Score -1189071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1189072.375000 Penalty: 3082.851562
	Iteration 98Q: 3 clusters Score -1189072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1189072.625000 Penalty: 3082.851562
	Iteration 99Q: 3 clusters Score -1189073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1189075.125000 Penalty: 3082.851562
	Iteration 100F: 3 clusters Score -1189075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1189077.000000 Penalty: 3082.851562
	Iteration 101Q: 3 clusters Score -1189077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1189076.875000 Penalty: 3082.851562
	Iteration 102Q: 3 clusters Score -1189077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1189078.750000 Penalty: 3082.851562
	Iteration 103Q: 3 clusters Score -1189079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1189081.375000 Penalty: 3082.851562
	Iteration 104Q: 3 clusters Score -1189081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1189085.875000 Penalty: 3082.851562
	Iteration 105Q: 3 clusters Score -1189086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1189088.250000 Penalty: 3082.851562
	Iteration 106Q: 3 clusters Score -1189088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1189092.125000 Penalty: 3082.851562
	Iteration 107Q: 3 clusters Score -1189092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1189089.625000 Penalty: 3082.851562
	Iteration 108Q: 3 clusters Score -1189090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1189094.250000 Penalty: 3082.851562
	Iteration 109Q: 3 clusters Score -1189094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1189092.625000 Penalty: 3082.851562
	Iteration 110Q: 3 clusters Score -1189093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1189094.500000 Penalty: 3082.851562
	Iteration 111Q: 3 clusters Score -1189094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1189095.250000 Penalty: 3082.851562
	Iteration 112Q: 3 clusters Score -1189095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1189093.625000 Penalty: 3082.851562
	Iteration 113Q: 3 clusters Score -1189094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1189094.875000 Penalty: 3082.851562
	Iteration 114Q: 3 clusters Score -1189095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1189094.875000 Penalty: 3082.851562
	Iteration 115F: 3 clusters Score -1189095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177326 members 
Entering Unmasked Estep 
Score: -16673386.000000 Penalty: 1963.933594
	Iteration 0F: 2 clusters Score -1.667339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -16557269.000000 Penalty: 3927.867188
	Iteration 0F: 3 clusters Score -1.655727e+07 nChanged 85832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -16608340.000000 Penalty: 3927.867188
	Iteration 1F: 3 clusters Score -1.660834e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -16609595.000000 Penalty: 3927.867188
	Iteration 2Q: 3 clusters Score -1.66096e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -16611046.000000 Penalty: 3927.867188
	Iteration 3Q: 3 clusters Score -1.661105e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -16613154.000000 Penalty: 3927.867188
	Iteration 4Q: 3 clusters Score -1.661315e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -16616194.000000 Penalty: 3927.867188
	Iteration 5Q: 3 clusters Score -1.661619e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -16621238.000000 Penalty: 3927.867188
	Iteration 6F: 3 clusters Score -1.662124e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 120342 members 
Entering Unmasked Estep 
Score: -16628867.000000 Penalty: 3927.867188
	Iteration 7F: 3 clusters Score -1.662887e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -16638328.000000 Penalty: 3927.867188
	Iteration 8F: 3 clusters Score -1.663833e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 142539 members 
Entering Unmasked Estep 
Score: -16647828.000000 Penalty: 3927.867188
	Iteration 9F: 3 clusters Score -1.664783e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 151366 members 
Entering Unmasked Estep 
Score: -16656143.000000 Penalty: 3927.867188
	Iteration 10F: 3 clusters Score -1.665614e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 157913 members 
Entering Unmasked Estep 
Score: -16662203.000000 Penalty: 3927.867188
	Iteration 11Q: 3 clusters Score -1.66622e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 162826 members 
Entering Unmasked Estep 
Score: -16665732.000000 Penalty: 3927.867188
	Iteration 12Q: 3 clusters Score -1.666573e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 166544 members 
Entering Unmasked Estep 
Score: -16667962.000000 Penalty: 3927.867188
	Iteration 13Q: 3 clusters Score -1.666796e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 169340 members 
Entering Unmasked Estep 
Score: -16669285.000000 Penalty: 3927.867188
	Iteration 14Q: 3 clusters Score -1.666928e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 171448 members 
Entering Unmasked Estep 
Score: -16670256.000000 Penalty: 3927.867188
	Iteration 15Q: 3 clusters Score -1.667026e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 172959 members 
Entering Unmasked Estep 
Score: -16670788.000000 Penalty: 3927.867188
	Iteration 16Q: 3 clusters Score -1.667079e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 174027 members 
Entering Unmasked Estep 
Score: -16671156.000000 Penalty: 3927.867188
	Iteration 17Q: 3 clusters Score -1.667116e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 174787 members 
Entering Unmasked Estep 
Score: -16671451.000000 Penalty: 3927.867188
	Iteration 18Q: 3 clusters Score -1.667145e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 175291 members 
Entering Unmasked Estep 
Score: -16671607.000000 Penalty: 3927.867188
	Iteration 19Q: 3 clusters Score -1.667161e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -16671764.000000 Penalty: 3927.867188
	Iteration 20F: 3 clusters Score -1.667176e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 175852 members 
Entering Unmasked Estep 
Score: -16671885.000000 Penalty: 3927.867188
	Iteration 21Q: 3 clusters Score -1.667188e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 176018 members 
Entering Unmasked Estep 
Score: -16671949.000000 Penalty: 3927.867188
	Iteration 22Q: 3 clusters Score -1.667195e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 176122 members 
Entering Unmasked Estep 
Score: -16671958.000000 Penalty: 3927.867188
	Iteration 23Q: 3 clusters Score -1.667196e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 176191 members 
Entering Unmasked Estep 
Score: -16671989.000000 Penalty: 3927.867188
	Iteration 24Q: 3 clusters Score -1.667199e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 176245 members 
Entering Unmasked Estep 
Score: -16671986.000000 Penalty: 3927.867188
	Iteration 25Q: 3 clusters Score -1.667199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 176286 members 
Entering Unmasked Estep 
Score: -16672003.000000 Penalty: 3927.867188
	Iteration 26Q: 3 clusters Score -1.6672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 176318 members 
Entering Unmasked Estep 
Score: -16672002.000000 Penalty: 3927.867188
	Iteration 27Q: 3 clusters Score -1.6672e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 176343 members 
Entering Unmasked Estep 
Score: -16672001.000000 Penalty: 3927.867188
	Iteration 28Q: 3 clusters Score -1.6672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 176369 members 
Entering Unmasked Estep 
Score: -16672038.000000 Penalty: 3927.867188
	Iteration 29Q: 3 clusters Score -1.667204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 176395 members 
Entering Unmasked Estep 
Score: -16672020.000000 Penalty: 3927.867188
	Iteration 30Q: 3 clusters Score -1.667202e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -16672035.000000 Penalty: 3927.867188
	Iteration 31Q: 3 clusters Score -1.667204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -16672030.000000 Penalty: 3927.867188
	Iteration 32Q: 3 clusters Score -1.667203e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -16672053.000000 Penalty: 3927.867188
	Iteration 33Q: 3 clusters Score -1.667205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 176476 members 
Entering Unmasked Estep 
Score: -16672054.000000 Penalty: 3927.867188
	Iteration 34Q: 3 clusters Score -1.667205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 176487 members 
Entering Unmasked Estep 
Score: -16672055.000000 Penalty: 3927.867188
	Iteration 35Q: 3 clusters Score -1.667206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 176505 members 
Entering Unmasked Estep 
Score: -16672061.000000 Penalty: 3927.867188
	Iteration 36Q: 3 clusters Score -1.667206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 176521 members 
Entering Unmasked Estep 
Score: -16672051.000000 Penalty: 3927.867188
	Iteration 37Q: 3 clusters Score -1.667205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 176539 members 
Entering Unmasked Estep 
Score: -16672058.000000 Penalty: 3927.867188
	Iteration 38Q: 3 clusters Score -1.667206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 176547 members 
Entering Unmasked Estep 
Score: -16672054.000000 Penalty: 3927.867188
	Iteration 39Q: 3 clusters Score -1.667205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 176554 members 
Entering Unmasked Estep 
Score: -16672051.000000 Penalty: 3927.867188
	Iteration 40F: 3 clusters Score -1.667205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 176559 members 
Entering Unmasked Estep 
Score: -16672049.000000 Penalty: 3927.867188
	Iteration 41Q: 3 clusters Score -1.667205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -16672057.000000 Penalty: 3927.867188
	Iteration 42Q: 3 clusters Score -1.667206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 176564 members 
Entering Unmasked Estep 
Score: -16672052.000000 Penalty: 3927.867188
	Iteration 43Q: 3 clusters Score -1.667205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 176566 members 
Entering Unmasked Estep 
Score: -16672060.000000 Penalty: 3927.867188
	Iteration 44Q: 3 clusters Score -1.667206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 176566 members 
Entering Unmasked Estep 
Score: -16672060.000000 Penalty: 3927.867188
	Iteration 45F: 3 clusters Score -1.667206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Entering Unmasked Estep 
Score: -1210998.125000 Penalty: 1544.287598
	Iteration 0F: 2 clusters Score -1210998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1201603.250000 Penalty: 3088.575195
	Iteration 0F: 3 clusters Score -1201603 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1204880.750000 Penalty: 3088.575195
	Iteration 1F: 3 clusters Score -1204881 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1205214.750000 Penalty: 3088.575195
	Iteration 2F: 3 clusters Score -1205215 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1205588.625000 Penalty: 3088.575195
	Iteration 3F: 3 clusters Score -1205589 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1205996.500000 Penalty: 3088.575195
	Iteration 4F: 3 clusters Score -1205996 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1206484.375000 Penalty: 3088.575195
	Iteration 5F: 3 clusters Score -1206484 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1207110.875000 Penalty: 3088.575195
	Iteration 6F: 3 clusters Score -1207111 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1207836.000000 Penalty: 3088.575195
	Iteration 7F: 3 clusters Score -1207836 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1208535.750000 Penalty: 3088.575195
	Iteration 8F: 3 clusters Score -1208536 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1208993.250000 Penalty: 3088.575195
	Iteration 9Q: 3 clusters Score -1208993 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1209252.500000 Penalty: 3088.575195
	Iteration 10Q: 3 clusters Score -1209252 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1209421.500000 Penalty: 3088.575195
	Iteration 11Q: 3 clusters Score -1209422 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1209520.750000 Penalty: 3088.575195
	Iteration 12Q: 3 clusters Score -1209521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1209591.000000 Penalty: 3088.575195
	Iteration 13Q: 3 clusters Score -1209591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1209647.625000 Penalty: 3088.575195
	Iteration 14Q: 3 clusters Score -1209648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1209668.625000 Penalty: 3088.575195
	Iteration 15Q: 3 clusters Score -1209669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1209686.625000 Penalty: 3088.575195
	Iteration 16Q: 3 clusters Score -1209687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1209698.000000 Penalty: 3088.575195
	Iteration 17Q: 3 clusters Score -1209698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1209706.750000 Penalty: 3088.575195
	Iteration 18Q: 3 clusters Score -1209707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1209715.875000 Penalty: 3088.575195
	Iteration 19Q: 3 clusters Score -1209716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1209727.125000 Penalty: 3088.575195
	Iteration 20F: 3 clusters Score -1209727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1209743.000000 Penalty: 3088.575195
	Iteration 21Q: 3 clusters Score -1209743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1209746.500000 Penalty: 3088.575195
	Iteration 22Q: 3 clusters Score -1209746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1209753.000000 Penalty: 3088.575195
	Iteration 23Q: 3 clusters Score -1209753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1209755.875000 Penalty: 3088.575195
	Iteration 24Q: 3 clusters Score -1209756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1209757.375000 Penalty: 3088.575195
	Iteration 25Q: 3 clusters Score -1209757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1209761.625000 Penalty: 3088.575195
	Iteration 26Q: 3 clusters Score -1209762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1209768.375000 Penalty: 3088.575195
	Iteration 27Q: 3 clusters Score -1209768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1209770.750000 Penalty: 3088.575195
	Iteration 28Q: 3 clusters Score -1209771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1209771.125000 Penalty: 3088.575195
	Iteration 29Q: 3 clusters Score -1209771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1209771.500000 Penalty: 3088.575195
	Iteration 30Q: 3 clusters Score -1209772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1209773.500000 Penalty: 3088.575195
	Iteration 31Q: 3 clusters Score -1209774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1209774.000000 Penalty: 3088.575195
	Iteration 32Q: 3 clusters Score -1209774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1209774.000000 Penalty: 3088.575195
	Iteration 33F: 3 clusters Score -1209774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143652 members 
Entering Unmasked Estep 
Score: -13457462.000000 Penalty: 1929.711670
	Iteration 0F: 2 clusters Score -1.345746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -13361511.000000 Penalty: 3859.423340
	Iteration 0F: 3 clusters Score -1.336151e+07 nChanged 69171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -13402326.000000 Penalty: 3859.423340
	Iteration 1F: 3 clusters Score -1.340233e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -13403795.000000 Penalty: 3859.423340
	Iteration 2Q: 3 clusters Score -1.34038e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -13406061.000000 Penalty: 3859.423340
	Iteration 3Q: 3 clusters Score -1.340606e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -13409686.000000 Penalty: 3859.423340
	Iteration 4F: 3 clusters Score -1.340969e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -13415144.000000 Penalty: 3859.423340
	Iteration 5F: 3 clusters Score -1.341514e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -13423229.000000 Penalty: 3859.423340
	Iteration 6F: 3 clusters Score -1.342323e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -13432335.000000 Penalty: 3859.423340
	Iteration 7F: 3 clusters Score -1.343234e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -13439057.000000 Penalty: 3859.423340
	Iteration 8F: 3 clusters Score -1.343906e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 105548 members 
Entering Unmasked Estep 
Score: -13442233.000000 Penalty: 3859.423340
	Iteration 9Q: 3 clusters Score -1.344223e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -13443506.000000 Penalty: 3859.423340
	Iteration 10Q: 3 clusters Score -1.344351e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -13444506.000000 Penalty: 3859.423340
	Iteration 11Q: 3 clusters Score -1.344451e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -13445434.000000 Penalty: 3859.423340
	Iteration 12Q: 3 clusters Score -1.344543e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -13446093.000000 Penalty: 3859.423340
	Iteration 13Q: 3 clusters Score -1.344609e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -13446755.000000 Penalty: 3859.423340
	Iteration 14Q: 3 clusters Score -1.344676e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -13447311.000000 Penalty: 3859.423340
	Iteration 15Q: 3 clusters Score -1.344731e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -13447939.000000 Penalty: 3859.423340
	Iteration 16Q: 3 clusters Score -1.344794e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -13448542.000000 Penalty: 3859.423340
	Iteration 17Q: 3 clusters Score -1.344854e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -13449007.000000 Penalty: 3859.423340
	Iteration 18Q: 3 clusters Score -1.344901e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 122136 members 
Entering Unmasked Estep 
Score: -13449437.000000 Penalty: 3859.423340
	Iteration 19Q: 3 clusters Score -1.344944e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 123388 members 
Entering Unmasked Estep 
Score: -13449875.000000 Penalty: 3859.423340
	Iteration 20F: 3 clusters Score -1.344988e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 124569 members 
Entering Unmasked Estep 
Score: -13450290.000000 Penalty: 3859.423340
	Iteration 21Q: 3 clusters Score -1.345029e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 125721 members 
Entering Unmasked Estep 
Score: -13450686.000000 Penalty: 3859.423340
	Iteration 22Q: 3 clusters Score -1.345069e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 126809 members 
Entering Unmasked Estep 
Score: -13451052.000000 Penalty: 3859.423340
	Iteration 23Q: 3 clusters Score -1.345105e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 127866 members 
Entering Unmasked Estep 
Score: -13451424.000000 Penalty: 3859.423340
	Iteration 24Q: 3 clusters Score -1.345142e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 128931 members 
Entering Unmasked Estep 
Score: -13451783.000000 Penalty: 3859.423340
	Iteration 25Q: 3 clusters Score -1.345178e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -13452175.000000 Penalty: 3859.423340
	Iteration 26Q: 3 clusters Score -1.345218e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 130889 members 
Entering Unmasked Estep 
Score: -13452488.000000 Penalty: 3859.423340
	Iteration 27Q: 3 clusters Score -1.345249e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 131778 members 
Entering Unmasked Estep 
Score: -13452801.000000 Penalty: 3859.423340
	Iteration 28Q: 3 clusters Score -1.34528e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 132648 members 
Entering Unmasked Estep 
Score: -13453073.000000 Penalty: 3859.423340
	Iteration 29Q: 3 clusters Score -1.345307e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 133431 members 
Entering Unmasked Estep 
Score: -13453301.000000 Penalty: 3859.423340
	Iteration 30Q: 3 clusters Score -1.34533e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -13453591.000000 Penalty: 3859.423340
	Iteration 31Q: 3 clusters Score -1.345359e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 134906 members 
Entering Unmasked Estep 
Score: -13453837.000000 Penalty: 3859.423340
	Iteration 32Q: 3 clusters Score -1.345384e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 135581 members 
Entering Unmasked Estep 
Score: -13454155.000000 Penalty: 3859.423340
	Iteration 33Q: 3 clusters Score -1.345416e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 136237 members 
Entering Unmasked Estep 
Score: -13454385.000000 Penalty: 3859.423340
	Iteration 34Q: 3 clusters Score -1.345438e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 136791 members 
Entering Unmasked Estep 
Score: -13454560.000000 Penalty: 3859.423340
	Iteration 35Q: 3 clusters Score -1.345456e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -13454693.000000 Penalty: 3859.423340
	Iteration 36Q: 3 clusters Score -1.345469e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 137776 members 
Entering Unmasked Estep 
Score: -13454884.000000 Penalty: 3859.423340
	Iteration 37Q: 3 clusters Score -1.345488e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 138242 members 
Entering Unmasked Estep 
Score: -13455066.000000 Penalty: 3859.423340
	Iteration 38Q: 3 clusters Score -1.345507e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 138635 members 
Entering Unmasked Estep 
Score: -13455199.000000 Penalty: 3859.423340
	Iteration 39Q: 3 clusters Score -1.34552e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 138992 members 
Entering Unmasked Estep 
Score: -13455327.000000 Penalty: 3859.423340
	Iteration 40F: 3 clusters Score -1.345533e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 139326 members 
Entering Unmasked Estep 
Score: -13455429.000000 Penalty: 3859.423340
	Iteration 41Q: 3 clusters Score -1.345543e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 139627 members 
Entering Unmasked Estep 
Score: -13455582.000000 Penalty: 3859.423340
	Iteration 42Q: 3 clusters Score -1.345558e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 139878 members 
Entering Unmasked Estep 
Score: -13455668.000000 Penalty: 3859.423340
	Iteration 43Q: 3 clusters Score -1.345567e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 140106 members 
Entering Unmasked Estep 
Score: -13455737.000000 Penalty: 3859.423340
	Iteration 44Q: 3 clusters Score -1.345574e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 140306 members 
Entering Unmasked Estep 
Score: -13455832.000000 Penalty: 3859.423340
	Iteration 45Q: 3 clusters Score -1.345583e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 140484 members 
Entering Unmasked Estep 
Score: -13455892.000000 Penalty: 3859.423340
	Iteration 46Q: 3 clusters Score -1.345589e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 140657 members 
Entering Unmasked Estep 
Score: -13455952.000000 Penalty: 3859.423340
	Iteration 47Q: 3 clusters Score -1.345595e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 140826 members 
Entering Unmasked Estep 
Score: -13455998.000000 Penalty: 3859.423340
	Iteration 48Q: 3 clusters Score -1.3456e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 140967 members 
Entering Unmasked Estep 
Score: -13456043.000000 Penalty: 3859.423340
	Iteration 49Q: 3 clusters Score -1.345604e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 141102 members 
Entering Unmasked Estep 
Score: -13456077.000000 Penalty: 3859.423340
	Iteration 50Q: 3 clusters Score -1.345608e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 141221 members 
Entering Unmasked Estep 
Score: -13456097.000000 Penalty: 3859.423340
	Iteration 51Q: 3 clusters Score -1.34561e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 141323 members 
Entering Unmasked Estep 
Score: -13456148.000000 Penalty: 3859.423340
	Iteration 52Q: 3 clusters Score -1.345615e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 141421 members 
Entering Unmasked Estep 
Score: -13456210.000000 Penalty: 3859.423340
	Iteration 53Q: 3 clusters Score -1.345621e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 141515 members 
Entering Unmasked Estep 
Score: -13456244.000000 Penalty: 3859.423340
	Iteration 54Q: 3 clusters Score -1.345624e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 141595 members 
Entering Unmasked Estep 
Score: -13456264.000000 Penalty: 3859.423340
	Iteration 55Q: 3 clusters Score -1.345626e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -13456290.000000 Penalty: 3859.423340
	Iteration 56Q: 3 clusters Score -1.345629e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 141708 members 
Entering Unmasked Estep 
Score: -13456287.000000 Penalty: 3859.423340
	Iteration 57Q: 3 clusters Score -1.345629e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 141755 members 
Entering Unmasked Estep 
Score: -13456315.000000 Penalty: 3859.423340
	Iteration 58Q: 3 clusters Score -1.345632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -13456314.000000 Penalty: 3859.423340
	Iteration 59Q: 3 clusters Score -1.345631e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 141840 members 
Entering Unmasked Estep 
Score: -13456317.000000 Penalty: 3859.423340
	Iteration 60F: 3 clusters Score -1.345632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 141869 members 
Entering Unmasked Estep 
Score: -13456298.000000 Penalty: 3859.423340
	Iteration 61Q: 3 clusters Score -1.34563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 141901 members 
Entering Unmasked Estep 
Score: -13456312.000000 Penalty: 3859.423340
	Iteration 62Q: 3 clusters Score -1.345631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 141922 members 
Entering Unmasked Estep 
Score: -13456313.000000 Penalty: 3859.423340
	Iteration 63Q: 3 clusters Score -1.345631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 141937 members 
Entering Unmasked Estep 
Score: -13456318.000000 Penalty: 3859.423340
	Iteration 64Q: 3 clusters Score -1.345632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 141949 members 
Entering Unmasked Estep 
Score: -13456326.000000 Penalty: 3859.423340
	Iteration 65Q: 3 clusters Score -1.345633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 141958 members 
Entering Unmasked Estep 
Score: -13456314.000000 Penalty: 3859.423340
	Iteration 66Q: 3 clusters Score -1.345631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 141966 members 
Entering Unmasked Estep 
Score: -13456315.000000 Penalty: 3859.423340
	Iteration 67Q: 3 clusters Score -1.345632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 141970 members 
Entering Unmasked Estep 
Score: -13456316.000000 Penalty: 3859.423340
	Iteration 68Q: 3 clusters Score -1.345632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 141978 members 
Entering Unmasked Estep 
Score: -13456308.000000 Penalty: 3859.423340
	Iteration 69Q: 3 clusters Score -1.345631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 141983 members 
Entering Unmasked Estep 
Score: -13456320.000000 Penalty: 3859.423340
	Iteration 70Q: 3 clusters Score -1.345632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 141992 members 
Entering Unmasked Estep 
Score: -13456320.000000 Penalty: 3859.423340
	Iteration 71Q: 3 clusters Score -1.345632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -13456330.000000 Penalty: 3859.423340
	Iteration 72Q: 3 clusters Score -1.345633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -13456330.000000 Penalty: 3859.423340
	Iteration 73Q: 3 clusters Score -1.345633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 142040 members 
Entering Unmasked Estep 
Score: -13456345.000000 Penalty: 3859.423340
	Iteration 74Q: 3 clusters Score -1.345634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 142054 members 
Entering Unmasked Estep 
Score: -13456348.000000 Penalty: 3859.423340
	Iteration 75Q: 3 clusters Score -1.345635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 142070 members 
Entering Unmasked Estep 
Score: -13456359.000000 Penalty: 3859.423340
	Iteration 76Q: 3 clusters Score -1.345636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -13456368.000000 Penalty: 3859.423340
	Iteration 77Q: 3 clusters Score -1.345637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 142091 members 
Entering Unmasked Estep 
Score: -13456363.000000 Penalty: 3859.423340
	Iteration 78Q: 3 clusters Score -1.345636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -13456369.000000 Penalty: 3859.423340
	Iteration 79Q: 3 clusters Score -1.345637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 142105 members 
Entering Unmasked Estep 
Score: -13456361.000000 Penalty: 3859.423340
	Iteration 80F: 3 clusters Score -1.345636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 142109 members 
Entering Unmasked Estep 
Score: -13456355.000000 Penalty: 3859.423340
	Iteration 81Q: 3 clusters Score -1.345636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 142112 members 
Entering Unmasked Estep 
Score: -13456358.000000 Penalty: 3859.423340
	Iteration 82Q: 3 clusters Score -1.345636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 142115 members 
Entering Unmasked Estep 
Score: -13456361.000000 Penalty: 3859.423340
	Iteration 83Q: 3 clusters Score -1.345636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 142121 members 
Entering Unmasked Estep 
Score: -13456358.000000 Penalty: 3859.423340
	Iteration 84Q: 3 clusters Score -1.345636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -13456366.000000 Penalty: 3859.423340
	Iteration 85Q: 3 clusters Score -1.345637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 142132 members 
Entering Unmasked Estep 
Score: -13456364.000000 Penalty: 3859.423340
	Iteration 86Q: 3 clusters Score -1.345636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 142135 members 
Entering Unmasked Estep 
Score: -13456370.000000 Penalty: 3859.423340
	Iteration 87Q: 3 clusters Score -1.345637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 142138 members 
Entering Unmasked Estep 
Score: -13456373.000000 Penalty: 3859.423340
	Iteration 88Q: 3 clusters Score -1.345637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 142142 members 
Entering Unmasked Estep 
Score: -13456375.000000 Penalty: 3859.423340
	Iteration 89Q: 3 clusters Score -1.345638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 142147 members 
Entering Unmasked Estep 
Score: -13456375.000000 Penalty: 3859.423340
	Iteration 90Q: 3 clusters Score -1.345638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 142153 members 
Entering Unmasked Estep 
Score: -13456360.000000 Penalty: 3859.423340
	Iteration 91Q: 3 clusters Score -1.345636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -13456377.000000 Penalty: 3859.423340
	Iteration 92Q: 3 clusters Score -1.345638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -13456383.000000 Penalty: 3859.423340
	Iteration 93Q: 3 clusters Score -1.345638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -13456383.000000 Penalty: 3859.423340
	Iteration 94F: 3 clusters Score -1.345638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Entering Unmasked Estep 
Score: -14911542.000000 Penalty: 1946.613403
	Iteration 0F: 2 clusters Score -1.491154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -14804457.000000 Penalty: 3893.226807
	Iteration 0F: 3 clusters Score -1.480446e+07 nChanged 76899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -14850870.000000 Penalty: 3893.226807
	Iteration 1F: 3 clusters Score -1.485087e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -14852531.000000 Penalty: 3893.226807
	Iteration 2Q: 3 clusters Score -1.485253e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -14855178.000000 Penalty: 3893.226807
	Iteration 3Q: 3 clusters Score -1.485518e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -14858920.000000 Penalty: 3893.226807
	Iteration 4Q: 3 clusters Score -1.485892e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -14864955.000000 Penalty: 3893.226807
	Iteration 5F: 3 clusters Score -1.486496e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -14872958.000000 Penalty: 3893.226807
	Iteration 6F: 3 clusters Score -1.487296e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -14881673.000000 Penalty: 3893.226807
	Iteration 7F: 3 clusters Score -1.488167e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -14887693.000000 Penalty: 3893.226807
	Iteration 8F: 3 clusters Score -1.488769e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -14890839.000000 Penalty: 3893.226807
	Iteration 9Q: 3 clusters Score -1.489084e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -14892091.000000 Penalty: 3893.226807
	Iteration 10Q: 3 clusters Score -1.489209e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -14892538.000000 Penalty: 3893.226807
	Iteration 11Q: 3 clusters Score -1.489254e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -14892842.000000 Penalty: 3893.226807
	Iteration 12Q: 3 clusters Score -1.489284e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 109393 members 
Entering Unmasked Estep 
Score: -14893051.000000 Penalty: 3893.226807
	Iteration 13Q: 3 clusters Score -1.489305e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 110810 members 
Entering Unmasked Estep 
Score: -14893448.000000 Penalty: 3893.226807
	Iteration 14Q: 3 clusters Score -1.489345e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 112263 members 
Entering Unmasked Estep 
Score: -14893796.000000 Penalty: 3893.226807
	Iteration 15Q: 3 clusters Score -1.48938e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -14894297.000000 Penalty: 3893.226807
	Iteration 16Q: 3 clusters Score -1.48943e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 115269 members 
Entering Unmasked Estep 
Score: -14894822.000000 Penalty: 3893.226807
	Iteration 17Q: 3 clusters Score -1.489482e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -14895246.000000 Penalty: 3893.226807
	Iteration 18Q: 3 clusters Score -1.489525e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 118009 members 
Entering Unmasked Estep 
Score: -14895644.000000 Penalty: 3893.226807
	Iteration 19Q: 3 clusters Score -1.489564e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 119225 members 
Entering Unmasked Estep 
Score: -14896027.000000 Penalty: 3893.226807
	Iteration 20F: 3 clusters Score -1.489603e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 120418 members 
Entering Unmasked Estep 
Score: -14896532.000000 Penalty: 3893.226807
	Iteration 21Q: 3 clusters Score -1.489653e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 121554 members 
Entering Unmasked Estep 
Score: -14896896.000000 Penalty: 3893.226807
	Iteration 22Q: 3 clusters Score -1.48969e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 122512 members 
Entering Unmasked Estep 
Score: -14897214.000000 Penalty: 3893.226807
	Iteration 23Q: 3 clusters Score -1.489721e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 123317 members 
Entering Unmasked Estep 
Score: -14897461.000000 Penalty: 3893.226807
	Iteration 24Q: 3 clusters Score -1.489746e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 124032 members 
Entering Unmasked Estep 
Score: -14897674.000000 Penalty: 3893.226807
	Iteration 25Q: 3 clusters Score -1.489767e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -14897959.000000 Penalty: 3893.226807
	Iteration 26Q: 3 clusters Score -1.489796e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 125311 members 
Entering Unmasked Estep 
Score: -14898210.000000 Penalty: 3893.226807
	Iteration 27Q: 3 clusters Score -1.489821e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -14898435.000000 Penalty: 3893.226807
	Iteration 28Q: 3 clusters Score -1.489844e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -14898565.000000 Penalty: 3893.226807
	Iteration 29Q: 3 clusters Score -1.489856e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -14898642.000000 Penalty: 3893.226807
	Iteration 30Q: 3 clusters Score -1.489864e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 127449 members 
Entering Unmasked Estep 
Score: -14898816.000000 Penalty: 3893.226807
	Iteration 31Q: 3 clusters Score -1.489882e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 127886 members 
Entering Unmasked Estep 
Score: -14898957.000000 Penalty: 3893.226807
	Iteration 32Q: 3 clusters Score -1.489896e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 128301 members 
Entering Unmasked Estep 
Score: -14899084.000000 Penalty: 3893.226807
	Iteration 33Q: 3 clusters Score -1.489908e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -14899230.000000 Penalty: 3893.226807
	Iteration 34Q: 3 clusters Score -1.489923e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -14899306.000000 Penalty: 3893.226807
	Iteration 35Q: 3 clusters Score -1.489931e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 129648 members 
Entering Unmasked Estep 
Score: -14899417.000000 Penalty: 3893.226807
	Iteration 36Q: 3 clusters Score -1.489942e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 130120 members 
Entering Unmasked Estep 
Score: -14899633.000000 Penalty: 3893.226807
	Iteration 37Q: 3 clusters Score -1.489963e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 130601 members 
Entering Unmasked Estep 
Score: -14899783.000000 Penalty: 3893.226807
	Iteration 38Q: 3 clusters Score -1.489978e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 131085 members 
Entering Unmasked Estep 
Score: -14899965.000000 Penalty: 3893.226807
	Iteration 39Q: 3 clusters Score -1.489996e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 131578 members 
Entering Unmasked Estep 
Score: -14900147.000000 Penalty: 3893.226807
	Iteration 40F: 3 clusters Score -1.490015e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -14900272.000000 Penalty: 3893.226807
	Iteration 41Q: 3 clusters Score -1.490027e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 132508 members 
Entering Unmasked Estep 
Score: -14900457.000000 Penalty: 3893.226807
	Iteration 42Q: 3 clusters Score -1.490046e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 132991 members 
Entering Unmasked Estep 
Score: -14900557.000000 Penalty: 3893.226807
	Iteration 43Q: 3 clusters Score -1.490056e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 133497 members 
Entering Unmasked Estep 
Score: -14900713.000000 Penalty: 3893.226807
	Iteration 44Q: 3 clusters Score -1.490071e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -14900842.000000 Penalty: 3893.226807
	Iteration 45Q: 3 clusters Score -1.490084e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 134532 members 
Entering Unmasked Estep 
Score: -14901000.000000 Penalty: 3893.226807
	Iteration 46Q: 3 clusters Score -1.4901e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 135105 members 
Entering Unmasked Estep 
Score: -14901178.000000 Penalty: 3893.226807
	Iteration 47Q: 3 clusters Score -1.490118e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 135677 members 
Entering Unmasked Estep 
Score: -14901340.000000 Penalty: 3893.226807
	Iteration 48Q: 3 clusters Score -1.490134e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -14901572.000000 Penalty: 3893.226807
	Iteration 49Q: 3 clusters Score -1.490157e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 136873 members 
Entering Unmasked Estep 
Score: -14901781.000000 Penalty: 3893.226807
	Iteration 50Q: 3 clusters Score -1.490178e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 137483 members 
Entering Unmasked Estep 
Score: -14901950.000000 Penalty: 3893.226807
	Iteration 51Q: 3 clusters Score -1.490195e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 138095 members 
Entering Unmasked Estep 
Score: -14902156.000000 Penalty: 3893.226807
	Iteration 52Q: 3 clusters Score -1.490216e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 138676 members 
Entering Unmasked Estep 
Score: -14902370.000000 Penalty: 3893.226807
	Iteration 53Q: 3 clusters Score -1.490237e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -14902583.000000 Penalty: 3893.226807
	Iteration 54Q: 3 clusters Score -1.490258e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 139837 members 
Entering Unmasked Estep 
Score: -14902775.000000 Penalty: 3893.226807
	Iteration 55Q: 3 clusters Score -1.490278e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 140426 members 
Entering Unmasked Estep 
Score: -14902973.000000 Penalty: 3893.226807
	Iteration 56Q: 3 clusters Score -1.490297e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -14903154.000000 Penalty: 3893.226807
	Iteration 57Q: 3 clusters Score -1.490315e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 141559 members 
Entering Unmasked Estep 
Score: -14903354.000000 Penalty: 3893.226807
	Iteration 58Q: 3 clusters Score -1.490335e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -14903496.000000 Penalty: 3893.226807
	Iteration 59Q: 3 clusters Score -1.49035e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 142697 members 
Entering Unmasked Estep 
Score: -14903740.000000 Penalty: 3893.226807
	Iteration 60F: 3 clusters Score -1.490374e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 143205 members 
Entering Unmasked Estep 
Score: -14903953.000000 Penalty: 3893.226807
	Iteration 61Q: 3 clusters Score -1.490395e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -14904174.000000 Penalty: 3893.226807
	Iteration 62Q: 3 clusters Score -1.490417e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 144215 members 
Entering Unmasked Estep 
Score: -14904337.000000 Penalty: 3893.226807
	Iteration 63Q: 3 clusters Score -1.490434e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -14904519.000000 Penalty: 3893.226807
	Iteration 64Q: 3 clusters Score -1.490452e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 145252 members 
Entering Unmasked Estep 
Score: -14904707.000000 Penalty: 3893.226807
	Iteration 65Q: 3 clusters Score -1.490471e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 145790 members 
Entering Unmasked Estep 
Score: -14904919.000000 Penalty: 3893.226807
	Iteration 66Q: 3 clusters Score -1.490492e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 146311 members 
Entering Unmasked Estep 
Score: -14905164.000000 Penalty: 3893.226807
	Iteration 67Q: 3 clusters Score -1.490516e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 146792 members 
Entering Unmasked Estep 
Score: -14905356.000000 Penalty: 3893.226807
	Iteration 68Q: 3 clusters Score -1.490536e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -14905482.000000 Penalty: 3893.226807
	Iteration 69Q: 3 clusters Score -1.490548e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 147742 members 
Entering Unmasked Estep 
Score: -14905668.000000 Penalty: 3893.226807
	Iteration 70Q: 3 clusters Score -1.490567e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 148242 members 
Entering Unmasked Estep 
Score: -14905831.000000 Penalty: 3893.226807
	Iteration 71Q: 3 clusters Score -1.490583e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 148723 members 
Entering Unmasked Estep 
Score: -14906172.000000 Penalty: 3893.226807
	Iteration 72Q: 3 clusters Score -1.490617e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 149222 members 
Entering Unmasked Estep 
Score: -14906530.000000 Penalty: 3893.226807
	Iteration 73Q: 3 clusters Score -1.490653e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -14906847.000000 Penalty: 3893.226807
	Iteration 74Q: 3 clusters Score -1.490685e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -14907113.000000 Penalty: 3893.226807
	Iteration 75Q: 3 clusters Score -1.490711e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -14907402.000000 Penalty: 3893.226807
	Iteration 76Q: 3 clusters Score -1.49074e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 151457 members 
Entering Unmasked Estep 
Score: -14907770.000000 Penalty: 3893.226807
	Iteration 77Q: 3 clusters Score -1.490777e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 152006 members 
Entering Unmasked Estep 
Score: -14907959.000000 Penalty: 3893.226807
	Iteration 78Q: 3 clusters Score -1.490796e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -14908252.000000 Penalty: 3893.226807
	Iteration 79Q: 3 clusters Score -1.490825e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -14908506.000000 Penalty: 3893.226807
	Iteration 80F: 3 clusters Score -1.490851e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 153508 members 
Entering Unmasked Estep 
Score: -14908740.000000 Penalty: 3893.226807
	Iteration 81Q: 3 clusters Score -1.490874e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 153948 members 
Entering Unmasked Estep 
Score: -14908972.000000 Penalty: 3893.226807
	Iteration 82Q: 3 clusters Score -1.490897e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 154330 members 
Entering Unmasked Estep 
Score: -14909130.000000 Penalty: 3893.226807
	Iteration 83Q: 3 clusters Score -1.490913e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 154692 members 
Entering Unmasked Estep 
Score: -14909313.000000 Penalty: 3893.226807
	Iteration 84Q: 3 clusters Score -1.490931e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -14909438.000000 Penalty: 3893.226807
	Iteration 85Q: 3 clusters Score -1.490944e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 155365 members 
Entering Unmasked Estep 
Score: -14909585.000000 Penalty: 3893.226807
	Iteration 86Q: 3 clusters Score -1.490958e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -14909717.000000 Penalty: 3893.226807
	Iteration 87Q: 3 clusters Score -1.490972e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -14909816.000000 Penalty: 3893.226807
	Iteration 88Q: 3 clusters Score -1.490982e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 156135 members 
Entering Unmasked Estep 
Score: -14909872.000000 Penalty: 3893.226807
	Iteration 89Q: 3 clusters Score -1.490987e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 156328 members 
Entering Unmasked Estep 
Score: -14909944.000000 Penalty: 3893.226807
	Iteration 90Q: 3 clusters Score -1.490994e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 156539 members 
Entering Unmasked Estep 
Score: -14909977.000000 Penalty: 3893.226807
	Iteration 91Q: 3 clusters Score -1.490998e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -14910028.000000 Penalty: 3893.226807
	Iteration 92Q: 3 clusters Score -1.491003e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -14910095.000000 Penalty: 3893.226807
	Iteration 93Q: 3 clusters Score -1.49101e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 157018 members 
Entering Unmasked Estep 
Score: -14910078.000000 Penalty: 3893.226807
	Iteration 94Q: 3 clusters Score -1.491008e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -14910109.000000 Penalty: 3893.226807
	Iteration 95Q: 3 clusters Score -1.491011e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 157298 members 
Entering Unmasked Estep 
Score: -14910128.000000 Penalty: 3893.226807
	Iteration 96Q: 3 clusters Score -1.491013e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -14910144.000000 Penalty: 3893.226807
	Iteration 97Q: 3 clusters Score -1.491014e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 157506 members 
Entering Unmasked Estep 
Score: -14910197.000000 Penalty: 3893.226807
	Iteration 98Q: 3 clusters Score -1.49102e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 157594 members 
Entering Unmasked Estep 
Score: -14910232.000000 Penalty: 3893.226807
	Iteration 99Q: 3 clusters Score -1.491023e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 157649 members 
Entering Unmasked Estep 
Score: -14910248.000000 Penalty: 3893.226807
	Iteration 100F: 3 clusters Score -1.491025e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -14910258.000000 Penalty: 3893.226807
	Iteration 101Q: 3 clusters Score -1.491026e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -14910271.000000 Penalty: 3893.226807
	Iteration 102Q: 3 clusters Score -1.491027e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -14910278.000000 Penalty: 3893.226807
	Iteration 103Q: 3 clusters Score -1.491028e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 157840 members 
Entering Unmasked Estep 
Score: -14910302.000000 Penalty: 3893.226807
	Iteration 104Q: 3 clusters Score -1.49103e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 157876 members 
Entering Unmasked Estep 
Score: -14910308.000000 Penalty: 3893.226807
	Iteration 105Q: 3 clusters Score -1.491031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 157911 members 
Entering Unmasked Estep 
Score: -14910318.000000 Penalty: 3893.226807
	Iteration 106Q: 3 clusters Score -1.491032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -14910306.000000 Penalty: 3893.226807
	Iteration 107Q: 3 clusters Score -1.491031e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 157961 members 
Entering Unmasked Estep 
Score: -14910316.000000 Penalty: 3893.226807
	Iteration 108Q: 3 clusters Score -1.491032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -14910337.000000 Penalty: 3893.226807
	Iteration 109Q: 3 clusters Score -1.491034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 157986 members 
Entering Unmasked Estep 
Score: -14910349.000000 Penalty: 3893.226807
	Iteration 110Q: 3 clusters Score -1.491035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 158001 members 
Entering Unmasked Estep 
Score: -14910331.000000 Penalty: 3893.226807
	Iteration 111Q: 3 clusters Score -1.491033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 158010 members 
Entering Unmasked Estep 
Score: -14910341.000000 Penalty: 3893.226807
	Iteration 112Q: 3 clusters Score -1.491034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -14910339.000000 Penalty: 3893.226807
	Iteration 113Q: 3 clusters Score -1.491034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 158036 members 
Entering Unmasked Estep 
Score: -14910343.000000 Penalty: 3893.226807
	Iteration 114Q: 3 clusters Score -1.491034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -14910348.000000 Penalty: 3893.226807
	Iteration 115Q: 3 clusters Score -1.491035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 158056 members 
Entering Unmasked Estep 
Score: -14910347.000000 Penalty: 3893.226807
	Iteration 116Q: 3 clusters Score -1.491035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 158060 members 
Entering Unmasked Estep 
Score: -14910345.000000 Penalty: 3893.226807
	Iteration 117Q: 3 clusters Score -1.491034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 158068 members 
Entering Unmasked Estep 
Score: -14910328.000000 Penalty: 3893.226807
	Iteration 118Q: 3 clusters Score -1.491033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -14910330.000000 Penalty: 3893.226807
	Iteration 119Q: 3 clusters Score -1.491033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -14910333.000000 Penalty: 3893.226807
	Iteration 120F: 3 clusters Score -1.491033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -14910330.000000 Penalty: 3893.226807
	Iteration 121Q: 3 clusters Score -1.491033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 158101 members 
Entering Unmasked Estep 
Score: -14910333.000000 Penalty: 3893.226807
	Iteration 122Q: 3 clusters Score -1.491033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 158107 members 
Entering Unmasked Estep 
Score: -14910336.000000 Penalty: 3893.226807
	Iteration 123Q: 3 clusters Score -1.491034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -14910333.000000 Penalty: 3893.226807
	Iteration 124Q: 3 clusters Score -1.491033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 158122 members 
Entering Unmasked Estep 
Score: -14910344.000000 Penalty: 3893.226807
	Iteration 125Q: 3 clusters Score -1.491034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -14910352.000000 Penalty: 3893.226807
	Iteration 126Q: 3 clusters Score -1.491035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -14910360.000000 Penalty: 3893.226807
	Iteration 127Q: 3 clusters Score -1.491036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -14910367.000000 Penalty: 3893.226807
	Iteration 128Q: 3 clusters Score -1.491037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -14910380.000000 Penalty: 3893.226807
	Iteration 129Q: 3 clusters Score -1.491038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -14910365.000000 Penalty: 3893.226807
	Iteration 130Q: 3 clusters Score -1.491036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -14910366.000000 Penalty: 3893.226807
	Iteration 131Q: 3 clusters Score -1.491037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 158149 members 
Entering Unmasked Estep 
Score: -14910368.000000 Penalty: 3893.226807
	Iteration 132Q: 3 clusters Score -1.491037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -14910361.000000 Penalty: 3893.226807
	Iteration 133Q: 3 clusters Score -1.491036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -14910359.000000 Penalty: 3893.226807
	Iteration 134Q: 3 clusters Score -1.491036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -14910366.000000 Penalty: 3893.226807
	Iteration 135Q: 3 clusters Score -1.491037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 158155 members 
Entering Unmasked Estep 
Score: -14910356.000000 Penalty: 3893.226807
	Iteration 136Q: 3 clusters Score -1.491036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 158156 members 
Entering Unmasked Estep 
Score: -14910356.000000 Penalty: 3893.226807
	Iteration 137Q: 3 clusters Score -1.491036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 158156 members 
Entering Unmasked Estep 
Score: -14910356.000000 Penalty: 3893.226807
	Iteration 138F: 3 clusters Score -1.491036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Entering Unmasked Estep 
Score: -1238068.125000 Penalty: 1539.801270
	Iteration 0F: 2 clusters Score -1238068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1228939.250000 Penalty: 3079.602539
	Iteration 0F: 3 clusters Score -1228939 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1232105.000000 Penalty: 3079.602539
	Iteration 1F: 3 clusters Score -1232105 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1232444.750000 Penalty: 3079.602539
	Iteration 2F: 3 clusters Score -1232445 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1232760.375000 Penalty: 3079.602539
	Iteration 3F: 3 clusters Score -1232760 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1233076.750000 Penalty: 3079.602539
	Iteration 4F: 3 clusters Score -1233077 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1233460.125000 Penalty: 3079.602539
	Iteration 5F: 3 clusters Score -1233460 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1233923.250000 Penalty: 3079.602539
	Iteration 6F: 3 clusters Score -1233923 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1234501.500000 Penalty: 3079.602539
	Iteration 7F: 3 clusters Score -1234502 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1235153.500000 Penalty: 3079.602539
	Iteration 8F: 3 clusters Score -1235154 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1235724.000000 Penalty: 3079.602539
	Iteration 9Q: 3 clusters Score -1235724 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1236152.375000 Penalty: 3079.602539
	Iteration 10Q: 3 clusters Score -1236152 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1236388.375000 Penalty: 3079.602539
	Iteration 11Q: 3 clusters Score -1236388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1236559.875000 Penalty: 3079.602539
	Iteration 12Q: 3 clusters Score -1236560 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1236671.625000 Penalty: 3079.602539
	Iteration 13Q: 3 clusters Score -1236672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1236737.500000 Penalty: 3079.602539
	Iteration 14Q: 3 clusters Score -1236738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1236785.125000 Penalty: 3079.602539
	Iteration 15Q: 3 clusters Score -1236785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1236807.750000 Penalty: 3079.602539
	Iteration 16Q: 3 clusters Score -1236808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1236821.750000 Penalty: 3079.602539
	Iteration 17Q: 3 clusters Score -1236822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1236833.625000 Penalty: 3079.602539
	Iteration 18Q: 3 clusters Score -1236834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1236850.000000 Penalty: 3079.602539
	Iteration 19Q: 3 clusters Score -1236850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1236854.875000 Penalty: 3079.602539
	Iteration 20F: 3 clusters Score -1236855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1236857.625000 Penalty: 3079.602539
	Iteration 21Q: 3 clusters Score -1236858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1236859.875000 Penalty: 3079.602539
	Iteration 22Q: 3 clusters Score -1236860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1236859.500000 Penalty: 3079.602539
	Iteration 23Q: 3 clusters Score -1236860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1236863.125000 Penalty: 3079.602539
	Iteration 24Q: 3 clusters Score -1236863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1236863.125000 Penalty: 3079.602539
	Iteration 25Q: 3 clusters Score -1236863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1236863.750000 Penalty: 3079.602539
	Iteration 26Q: 3 clusters Score -1236864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1236863.750000 Penalty: 3079.602539
	Iteration 27F: 3 clusters Score -1236864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -1043463.375000 Penalty: 1510.311035
	Iteration 0F: 2 clusters Score -1043463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1035686.937500 Penalty: 3020.622070
	Iteration 0F: 3 clusters Score -1035687 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1038268.875000 Penalty: 3020.622070
	Iteration 1F: 3 clusters Score -1038269 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1038530.937500 Penalty: 3020.622070
	Iteration 2F: 3 clusters Score -1038531 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1038763.437500 Penalty: 3020.622070
	Iteration 3Q: 3 clusters Score -1038763 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1038974.062500 Penalty: 3020.622070
	Iteration 4Q: 3 clusters Score -1038974 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1039212.375000 Penalty: 3020.622070
	Iteration 5Q: 3 clusters Score -1039212 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1039530.437500 Penalty: 3020.622070
	Iteration 6Q: 3 clusters Score -1039530 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1039913.687500 Penalty: 3020.622070
	Iteration 7F: 3 clusters Score -1039914 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1040351.312500 Penalty: 3020.622070
	Iteration 8F: 3 clusters Score -1040351 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1040720.437500 Penalty: 3020.622070
	Iteration 9Q: 3 clusters Score -1040720 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1041012.750000 Penalty: 3020.622070
	Iteration 10Q: 3 clusters Score -1041013 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1041206.250000 Penalty: 3020.622070
	Iteration 11Q: 3 clusters Score -1041206 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1041334.312500 Penalty: 3020.622070
	Iteration 12Q: 3 clusters Score -1041334 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1041427.000000 Penalty: 3020.622070
	Iteration 13Q: 3 clusters Score -1041427 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1041498.250000 Penalty: 3020.622070
	Iteration 14Q: 3 clusters Score -1041498 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1041554.812500 Penalty: 3020.622070
	Iteration 15Q: 3 clusters Score -1041555 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1041601.687500 Penalty: 3020.622070
	Iteration 16Q: 3 clusters Score -1041602 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1041636.750000 Penalty: 3020.622070
	Iteration 17Q: 3 clusters Score -1041637 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1041661.875000 Penalty: 3020.622070
	Iteration 18Q: 3 clusters Score -1041662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1041687.562500 Penalty: 3020.622070
	Iteration 19Q: 3 clusters Score -1041688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1041711.500000 Penalty: 3020.622070
	Iteration 20F: 3 clusters Score -1041712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1041731.000000 Penalty: 3020.622070
	Iteration 21Q: 3 clusters Score -1041731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1041745.187500 Penalty: 3020.622070
	Iteration 22Q: 3 clusters Score -1041745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1041758.437500 Penalty: 3020.622070
	Iteration 23Q: 3 clusters Score -1041758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1041766.937500 Penalty: 3020.622070
	Iteration 24Q: 3 clusters Score -1041767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1041776.062500 Penalty: 3020.622070
	Iteration 25Q: 3 clusters Score -1041776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1041780.062500 Penalty: 3020.622070
	Iteration 26Q: 3 clusters Score -1041780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1041778.062500 Penalty: 3020.622070
	Iteration 27Q: 3 clusters Score -1041778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1041782.812500 Penalty: 3020.622070
	Iteration 28Q: 3 clusters Score -1041783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1041786.125000 Penalty: 3020.622070
	Iteration 29Q: 3 clusters Score -1041786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1041789.500000 Penalty: 3020.622070
	Iteration 30Q: 3 clusters Score -1041790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1041789.000000 Penalty: 3020.622070
	Iteration 31Q: 3 clusters Score -1041789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1041789.312500 Penalty: 3020.622070
	Iteration 32Q: 3 clusters Score -1041789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1041791.375000 Penalty: 3020.622070
	Iteration 33Q: 3 clusters Score -1041791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1041795.062500 Penalty: 3020.622070
	Iteration 34Q: 3 clusters Score -1041795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1041799.125000 Penalty: 3020.622070
	Iteration 35Q: 3 clusters Score -1041799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1041799.062500 Penalty: 3020.622070
	Iteration 36Q: 3 clusters Score -1041799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1041803.625000 Penalty: 3020.622070
	Iteration 37Q: 3 clusters Score -1041804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1041806.875000 Penalty: 3020.622070
	Iteration 38Q: 3 clusters Score -1041807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1041813.187500 Penalty: 3020.622070
	Iteration 39Q: 3 clusters Score -1041813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1041818.187500 Penalty: 3020.622070
	Iteration 40F: 3 clusters Score -1041818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1041822.625000 Penalty: 3020.622070
	Iteration 41Q: 3 clusters Score -1041823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1041823.250000 Penalty: 3020.622070
	Iteration 42Q: 3 clusters Score -1041823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1041823.062500 Penalty: 3020.622070
	Iteration 43Q: 3 clusters Score -1041823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1041825.437500 Penalty: 3020.622070
	Iteration 44Q: 3 clusters Score -1041825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1041829.000000 Penalty: 3020.622070
	Iteration 45Q: 3 clusters Score -1041829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1041828.062500 Penalty: 3020.622070
	Iteration 46Q: 3 clusters Score -1041828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1041828.375000 Penalty: 3020.622070
	Iteration 47Q: 3 clusters Score -1041828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1041827.562500 Penalty: 3020.622070
	Iteration 48Q: 3 clusters Score -1041828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1041827.812500 Penalty: 3020.622070
	Iteration 49Q: 3 clusters Score -1041828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1041831.312500 Penalty: 3020.622070
	Iteration 50Q: 3 clusters Score -1041831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1041833.187500 Penalty: 3020.622070
	Iteration 51Q: 3 clusters Score -1041833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1041835.187500 Penalty: 3020.622070
	Iteration 52Q: 3 clusters Score -1041835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1041836.812500 Penalty: 3020.622070
	Iteration 53Q: 3 clusters Score -1041837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1041842.000000 Penalty: 3020.622070
	Iteration 54Q: 3 clusters Score -1041842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1041844.000000 Penalty: 3020.622070
	Iteration 55Q: 3 clusters Score -1041844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1041848.812500 Penalty: 3020.622070
	Iteration 56Q: 3 clusters Score -1041849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1041855.875000 Penalty: 3020.622070
	Iteration 57Q: 3 clusters Score -1041856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1041860.937500 Penalty: 3020.622070
	Iteration 58Q: 3 clusters Score -1041861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1041868.250000 Penalty: 3020.622070
	Iteration 59Q: 3 clusters Score -1041868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1041875.875000 Penalty: 3020.622070
	Iteration 60F: 3 clusters Score -1041876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1041881.125000 Penalty: 3020.622070
	Iteration 61Q: 3 clusters Score -1041881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1041883.937500 Penalty: 3020.622070
	Iteration 62Q: 3 clusters Score -1041884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1041890.125000 Penalty: 3020.622070
	Iteration 63Q: 3 clusters Score -1041890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1041894.500000 Penalty: 3020.622070
	Iteration 64Q: 3 clusters Score -1041894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1041894.875000 Penalty: 3020.622070
	Iteration 65Q: 3 clusters Score -1041895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1041899.500000 Penalty: 3020.622070
	Iteration 66Q: 3 clusters Score -1041900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1041904.625000 Penalty: 3020.622070
	Iteration 67Q: 3 clusters Score -1041905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1041907.875000 Penalty: 3020.622070
	Iteration 68Q: 3 clusters Score -1041908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1041909.187500 Penalty: 3020.622070
	Iteration 69Q: 3 clusters Score -1041909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1041913.375000 Penalty: 3020.622070
	Iteration 70Q: 3 clusters Score -1041913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1041913.562500 Penalty: 3020.622070
	Iteration 71Q: 3 clusters Score -1041914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1041918.000000 Penalty: 3020.622070
	Iteration 72Q: 3 clusters Score -1041918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1041924.312500 Penalty: 3020.622070
	Iteration 73Q: 3 clusters Score -1041924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1041923.750000 Penalty: 3020.622070
	Iteration 74Q: 3 clusters Score -1041924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1041927.812500 Penalty: 3020.622070
	Iteration 75Q: 3 clusters Score -1041928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1041929.312500 Penalty: 3020.622070
	Iteration 76Q: 3 clusters Score -1041929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1041931.000000 Penalty: 3020.622070
	Iteration 77Q: 3 clusters Score -1041931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1041935.687500 Penalty: 3020.622070
	Iteration 78Q: 3 clusters Score -1041936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1041937.937500 Penalty: 3020.622070
	Iteration 79Q: 3 clusters Score -1041938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1041937.687500 Penalty: 3020.622070
	Iteration 80F: 3 clusters Score -1041938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1041937.187500 Penalty: 3020.622070
	Iteration 81Q: 3 clusters Score -1041937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1041938.875000 Penalty: 3020.622070
	Iteration 82Q: 3 clusters Score -1041939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1041941.500000 Penalty: 3020.622070
	Iteration 83Q: 3 clusters Score -1041942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1041942.250000 Penalty: 3020.622070
	Iteration 84Q: 3 clusters Score -1041942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1041942.000000 Penalty: 3020.622070
	Iteration 85Q: 3 clusters Score -1041942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1041941.625000 Penalty: 3020.622070
	Iteration 86Q: 3 clusters Score -1041942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1041941.875000 Penalty: 3020.622070
	Iteration 87Q: 3 clusters Score -1041942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1041941.875000 Penalty: 3020.622070
	Iteration 88F: 3 clusters Score -1041942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Entering Unmasked Estep 
Score: -293654.125000 Penalty: 1321.803345
	Iteration 0F: 2 clusters Score -293654.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -290898.562500 Penalty: 2643.606689
	Iteration 0F: 3 clusters Score -290898.6 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -292765.093750 Penalty: 2643.606689
	Iteration 1F: 3 clusters Score -292765.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -293652.500000 Penalty: 2643.606689
	Iteration 2F: 3 clusters Score -293652.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -294129.718750 Penalty: 2643.606689
	Iteration 3F: 3 clusters Score -294129.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -294325.000000 Penalty: 2643.606689
	Iteration 4F: 3 clusters Score -294325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -294434.125000 Penalty: 2643.606689
	Iteration 5Q: 3 clusters Score -294434.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -294467.875000 Penalty: 2643.606689
	Iteration 6Q: 3 clusters Score -294467.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -294484.250000 Penalty: 2643.606689
	Iteration 7Q: 3 clusters Score -294484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -294488.062500 Penalty: 2643.606689
	Iteration 8Q: 3 clusters Score -294488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -294491.218750 Penalty: 2643.606689
	Iteration 9Q: 3 clusters Score -294491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -294495.375000 Penalty: 2643.606689
	Iteration 10Q: 3 clusters Score -294495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -294497.625000 Penalty: 2643.606689
	Iteration 11Q: 3 clusters Score -294497.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -294500.468750 Penalty: 2643.606689
	Iteration 12Q: 3 clusters Score -294500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -294502.843750 Penalty: 2643.606689
	Iteration 13Q: 3 clusters Score -294502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -294503.312500 Penalty: 2643.606689
	Iteration 14Q: 3 clusters Score -294503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -294504.687500 Penalty: 2643.606689
	Iteration 15Q: 3 clusters Score -294504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -294504.406250 Penalty: 2643.606689
	Iteration 16Q: 3 clusters Score -294504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -294504.406250 Penalty: 2643.606689
	Iteration 17F: 3 clusters Score -294504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 167607 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 8201 members 
Mstep: Class 8 contains 182 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 11 contains 177326 members 
Mstep: Class 12 contains 13404 members 
Mstep: Class 13 contains 143652 members 
Mstep: Class 14 contains 159398 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 10875 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 685 members 
Mstep: Class 19 contains 623 members 
Entering Unmasked Estep 
Score: -66425056.000000 Penalty: 41666.851562
Splitting cluster 17 changes total score from -66418980.000000 to -66425056.000000
So it's getting split into cluster 19.
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 167607 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 8201 members 
Mstep: Class 8 contains 182 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 11 contains 177326 members 
Mstep: Class 12 contains 13404 members 
Mstep: Class 13 contains 143652 members 
Mstep: Class 14 contains 159398 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 10875 members 
Mstep: Class 17 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66427020.000000 Penalty: 41666.851562
Iteration 39Q: 20 clusters Score -6.642702e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 166769 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 8131 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 178548 members 
Mstep: Class 12 contains 13428 members 
Mstep: Class 13 contains 143884 members 
Mstep: Class 14 contains 158010 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 11083 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66430616.000000 Penalty: 41666.851562
Iteration 40F: 20 clusters Score -6.643062e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 165934 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 13210 members 
Mstep: Class 11 contains 179370 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 144132 members 
Mstep: Class 14 contains 156395 members 
Mstep: Class 15 contains 13388 members 
Mstep: Class 16 contains 12003 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66433264.000000 Penalty: 41666.851562
Iteration 41Q: 20 clusters Score -6.643326e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 165242 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 687 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 13231 members 
Mstep: Class 11 contains 179888 members 
Mstep: Class 12 contains 13518 members 
Mstep: Class 13 contains 144464 members 
Mstep: Class 14 contains 154824 members 
Mstep: Class 15 contains 13496 members 
Mstep: Class 16 contains 13099 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66435308.000000 Penalty: 41666.851562
Iteration 42Q: 20 clusters Score -6.643531e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 164811 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 193 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 13248 members 
Mstep: Class 11 contains 180272 members 
Mstep: Class 12 contains 13578 members 
Mstep: Class 13 contains 144759 members 
Mstep: Class 14 contains 153136 members 
Mstep: Class 15 contains 13566 members 
Mstep: Class 16 contains 14294 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436852.000000 Penalty: 41666.851562
Iteration 43Q: 20 clusters Score -6.643685e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 164563 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 7981 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 11 contains 180406 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 145020 members 
Mstep: Class 14 contains 151453 members 
Mstep: Class 15 contains 13641 members 
Mstep: Class 16 contains 15565 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 641 members 
Entering Unmasked Estep 
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Score: -66438120.000000 Penalty: 41666.851562
Iteration 44Q: 20 clusters Score -6.643812e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 164591 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 656 members 
Mstep: Class 5 contains 720 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 7967 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 13333 members 
Mstep: Class 11 contains 180470 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 145229 members 
Mstep: Class 14 contains 149711 members 
Mstep: Class 15 contains 13650 members 
Mstep: Class 16 contains 16860 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 642 members 
Entering Unmasked Estep 
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Score: -66439140.000000 Penalty: 41666.851562
Iteration 45Q: 20 clusters Score -6.643914e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 164826 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 662 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 7963 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 13363 members 
Mstep: Class 11 contains 180436 members 
Mstep: Class 12 contains 13733 members 
Mstep: Class 13 contains 145350 members 
Mstep: Class 14 contains 148001 members 
Mstep: Class 15 contains 13647 members 
Mstep: Class 16 contains 18133 members 
Mstep: Class 17 contains 4085 members 
Mstep: Class 18 contains 371 members 
Mstep: Class 19 contains 645 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -6.643994e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 165157 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 7959 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 180434 members 
Mstep: Class 12 contains 13800 members 
Mstep: Class 13 contains 145554 members 
Mstep: Class 14 contains 146165 members 
Mstep: Class 15 contains 13639 members 
Mstep: Class 16 contains 19340 members 
Mstep: Class 17 contains 4127 members 
Mstep: Class 18 contains 371 members 
Mstep: Class 19 contains 647 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -6.644116e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 165755 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 7957 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 13390 members 
Mstep: Class 11 contains 180348 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 145739 members 
Mstep: Class 14 contains 144248 members 
Mstep: Class 15 contains 13600 members 
Mstep: Class 16 contains 20493 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 647 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -6.644208e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 166481 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 7959 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 13412 members 
Mstep: Class 11 contains 180274 members 
Mstep: Class 12 contains 13960 members 
Mstep: Class 13 contains 145868 members 
Mstep: Class 14 contains 142409 members 
Mstep: Class 15 contains 13512 members 
Mstep: Class 16 contains 21497 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 649 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -6.64426e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 167141 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 672 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 7962 members 
Mstep: Class 8 contains 205 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 13440 members 
Mstep: Class 11 contains 180138 members 
Mstep: Class 12 contains 14057 members 
Mstep: Class 13 contains 145997 members 
Mstep: Class 14 contains 140834 members 
Mstep: Class 15 contains 13437 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 4199 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 20 clusters Score -6.644335e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 167851 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 7983 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 180024 members 
Mstep: Class 12 contains 14136 members 
Mstep: Class 13 contains 146056 members 
Mstep: Class 14 contains 139377 members 
Mstep: Class 15 contains 13379 members 
Mstep: Class 16 contains 23050 members 
Mstep: Class 17 contains 4205 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 652 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -6.644361e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 168463 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 672 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 179920 members 
Mstep: Class 12 contains 14225 members 
Mstep: Class 13 contains 146196 members 
Mstep: Class 14 contains 138068 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 23646 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 20 clusters Score -6.644361e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 168983 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 672 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 8019 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 13540 members 
Mstep: Class 11 contains 179863 members 
Mstep: Class 12 contains 14293 members 
Mstep: Class 13 contains 146352 members 
Mstep: Class 14 contains 136909 members 
Mstep: Class 15 contains 13197 members 
Mstep: Class 16 contains 24150 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -6.644382e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 169504 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 672 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 13573 members 
Mstep: Class 11 contains 179835 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 146493 members 
Mstep: Class 14 contains 135808 members 
Mstep: Class 15 contains 13124 members 
Mstep: Class 16 contains 24557 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -6.644379e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 169921 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 13607 members 
Mstep: Class 11 contains 179780 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 146641 members 
Mstep: Class 14 contains 134866 members 
Mstep: Class 15 contains 13064 members 
Mstep: Class 16 contains 24904 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 652 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -6.644375e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 170290 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 8088 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 13627 members 
Mstep: Class 11 contains 179753 members 
Mstep: Class 12 contains 14514 members 
Mstep: Class 13 contains 146766 members 
Mstep: Class 14 contains 134030 members 
Mstep: Class 15 contains 13010 members 
Mstep: Class 16 contains 25192 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 20 clusters Score -6.644363e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 170657 members 
Mstep: Class 3 contains 1192 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 13627 members 
Mstep: Class 11 contains 179707 members 
Mstep: Class 12 contains 14601 members 
Mstep: Class 13 contains 146889 members 
Mstep: Class 14 contains 133273 members 
Mstep: Class 15 contains 12960 members 
Mstep: Class 16 contains 25434 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Score: -66443620.000000 Penalty: 41666.851562
Iteration 57Q: 20 clusters Score -6.644362e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 171019 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 720 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 8131 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 13615 members 
Mstep: Class 11 contains 179675 members 
Mstep: Class 12 contains 14680 members 
Mstep: Class 13 contains 146964 members 
Mstep: Class 14 contains 132588 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 25662 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -6.644372e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 171355 members 
Mstep: Class 3 contains 1192 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 13593 members 
Mstep: Class 11 contains 179644 members 
Mstep: Class 12 contains 14773 members 
Mstep: Class 13 contains 147006 members 
Mstep: Class 14 contains 131990 members 
Mstep: Class 15 contains 12854 members 
Mstep: Class 16 contains 25876 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -6.644383e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 171641 members 
Mstep: Class 3 contains 1192 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 8173 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 179603 members 
Mstep: Class 12 contains 14866 members 
Mstep: Class 13 contains 147077 members 
Mstep: Class 14 contains 131461 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 16 contains 26060 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -6.644421e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 171872 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 671 members 
Mstep: Class 5 contains 719 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 13517 members 
Mstep: Class 11 contains 179575 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 147080 members 
Mstep: Class 14 contains 130750 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 26513 members 
Mstep: Class 17 contains 4271 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -6.644458e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 172048 members 
Mstep: Class 3 contains 1194 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 13484 members 
Mstep: Class 11 contains 179555 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 13 contains 147085 members 
Mstep: Class 14 contains 130142 members 
Mstep: Class 15 contains 12678 members 
Mstep: Class 16 contains 26905 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -6.644452e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 172180 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 8249 members 
Mstep: Class 8 contains 205 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 179568 members 
Mstep: Class 12 contains 15115 members 
Mstep: Class 13 contains 147058 members 
Mstep: Class 14 contains 129607 members 
Mstep: Class 15 contains 12624 members 
Mstep: Class 16 contains 27279 members 
Mstep: Class 17 contains 4247 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -6.644461e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 172399 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 8266 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 13390 members 
Mstep: Class 11 contains 179608 members 
Mstep: Class 12 contains 15195 members 
Mstep: Class 13 contains 147023 members 
Mstep: Class 14 contains 129072 members 
Mstep: Class 15 contains 12576 members 
Mstep: Class 16 contains 27566 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -6.644454e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 172583 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 674 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 8281 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 13333 members 
Mstep: Class 11 contains 179644 members 
Mstep: Class 12 contains 15277 members 
Mstep: Class 13 contains 146996 members 
Mstep: Class 14 contains 128628 members 
Mstep: Class 15 contains 12512 members 
Mstep: Class 16 contains 27812 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 658 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -6.644456e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 172774 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 674 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 13271 members 
Mstep: Class 11 contains 179670 members 
Mstep: Class 12 contains 15354 members 
Mstep: Class 13 contains 146957 members 
Mstep: Class 14 contains 128209 members 
Mstep: Class 15 contains 12466 members 
Mstep: Class 16 contains 28028 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 658 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -6.644441e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 172884 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 13197 members 
Mstep: Class 11 contains 179725 members 
Mstep: Class 12 contains 15452 members 
Mstep: Class 13 contains 146923 members 
Mstep: Class 14 contains 127852 members 
Mstep: Class 15 contains 12419 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 4201 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -6.644434e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 172948 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 13124 members 
Mstep: Class 11 contains 179752 members 
Mstep: Class 12 contains 15558 members 
Mstep: Class 13 contains 146922 members 
Mstep: Class 14 contains 127518 members 
Mstep: Class 15 contains 12388 members 
Mstep: Class 16 contains 28416 members 
Mstep: Class 17 contains 4192 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 660 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -6.644431e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 173042 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 8377 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 13077 members 
Mstep: Class 11 contains 179762 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 146913 members 
Mstep: Class 14 contains 127201 members 
Mstep: Class 15 contains 12362 members 
Mstep: Class 16 contains 28577 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -6.644429e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 173103 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 13024 members 
Mstep: Class 11 contains 179763 members 
Mstep: Class 12 contains 15724 members 
Mstep: Class 13 contains 146925 members 
Mstep: Class 14 contains 126930 members 
Mstep: Class 15 contains 12338 members 
Mstep: Class 16 contains 28724 members 
Mstep: Class 17 contains 4170 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -6.644448e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 173150 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 8404 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12974 members 
Mstep: Class 11 contains 179757 members 
Mstep: Class 12 contains 15805 members 
Mstep: Class 13 contains 146957 members 
Mstep: Class 14 contains 126689 members 
Mstep: Class 15 contains 12318 members 
Mstep: Class 16 contains 28855 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -6.644456e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 173152 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 179800 members 
Mstep: Class 12 contains 15889 members 
Mstep: Class 13 contains 146986 members 
Mstep: Class 14 contains 126471 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 28962 members 
Mstep: Class 17 contains 4148 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444524.000000 Penalty: 41666.851562
Iteration 72Q: 20 clusters Score -6.644452e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 173153 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12846 members 
Mstep: Class 11 contains 179812 members 
Mstep: Class 12 contains 15974 members 
Mstep: Class 13 contains 147014 members 
Mstep: Class 14 contains 126292 members 
Mstep: Class 15 contains 12290 members 
Mstep: Class 16 contains 29049 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444628.000000 Penalty: 41666.851562
Iteration 73Q: 20 clusters Score -6.644463e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 173121 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 8472 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12788 members 
Mstep: Class 11 contains 179828 members 
Mstep: Class 12 contains 16078 members 
Mstep: Class 13 contains 147031 members 
Mstep: Class 14 contains 126136 members 
Mstep: Class 15 contains 12272 members 
Mstep: Class 16 contains 29129 members 
Mstep: Class 17 contains 4136 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444688.000000 Penalty: 41666.851562
Iteration 74Q: 20 clusters Score -6.644469e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 173087 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 8502 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12699 members 
Mstep: Class 11 contains 179825 members 
Mstep: Class 12 contains 16203 members 
Mstep: Class 13 contains 147078 members 
Mstep: Class 14 contains 125991 members 
Mstep: Class 15 contains 12255 members 
Mstep: Class 16 contains 29197 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444644.000000 Penalty: 41666.851562
Iteration 75Q: 20 clusters Score -6.644464e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 173061 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12614 members 
Mstep: Class 11 contains 179812 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 147111 members 
Mstep: Class 14 contains 125866 members 
Mstep: Class 15 contains 12240 members 
Mstep: Class 16 contains 29253 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444612.000000 Penalty: 41666.851562
Iteration 76Q: 20 clusters Score -6.644461e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 173048 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12522 members 
Mstep: Class 11 contains 179809 members 
Mstep: Class 12 contains 16475 members 
Mstep: Class 13 contains 147139 members 
Mstep: Class 14 contains 125743 members 
Mstep: Class 15 contains 12231 members 
Mstep: Class 16 contains 29300 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444628.000000 Penalty: 41666.851562
Iteration 77Q: 20 clusters Score -6.644463e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 173032 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 8553 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12441 members 
Mstep: Class 11 contains 179799 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 147147 members 
Mstep: Class 14 contains 125642 members 
Mstep: Class 15 contains 12229 members 
Mstep: Class 16 contains 29352 members 
Mstep: Class 17 contains 4106 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444664.000000 Penalty: 41666.851562
Iteration 78Q: 20 clusters Score -6.644466e+07 nChanged 532
Entering ConstructFrom: 
Score: -66444664.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (9923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Entering Unmasked Estep 
Score: -926635.562500 Penalty: 1495.424316
	Iteration 0F: 2 clusters Score -926635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -919567.250000 Penalty: 2990.848633
	Iteration 0F: 3 clusters Score -919567.2 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -921901.000000 Penalty: 2990.848633
	Iteration 1F: 3 clusters Score -921901 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -922259.500000 Penalty: 2990.848633
	Iteration 2F: 3 clusters Score -922259.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -922591.562500 Penalty: 2990.848633
	Iteration 3F: 3 clusters Score -922591.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -922912.812500 Penalty: 2990.848633
	Iteration 4F: 3 clusters Score -922912.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -923242.062500 Penalty: 2990.848633
	Iteration 5F: 3 clusters Score -923242.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -923581.437500 Penalty: 2990.848633
	Iteration 6F: 3 clusters Score -923581.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -923946.937500 Penalty: 2990.848633
	Iteration 7Q: 3 clusters Score -923946.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -924240.750000 Penalty: 2990.848633
	Iteration 8Q: 3 clusters Score -924240.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -924485.187500 Penalty: 2990.848633
	Iteration 9Q: 3 clusters Score -924485.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -924703.437500 Penalty: 2990.848633
	Iteration 10Q: 3 clusters Score -924703.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -924875.187500 Penalty: 2990.848633
	Iteration 11Q: 3 clusters Score -924875.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -925002.812500 Penalty: 2990.848633
	Iteration 12Q: 3 clusters Score -925002.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -925108.312500 Penalty: 2990.848633
	Iteration 13Q: 3 clusters Score -925108.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -925192.500000 Penalty: 2990.848633
	Iteration 14Q: 3 clusters Score -925192.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -925248.250000 Penalty: 2990.848633
	Iteration 15Q: 3 clusters Score -925248.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -925297.312500 Penalty: 2990.848633
	Iteration 16Q: 3 clusters Score -925297.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -925318.187500 Penalty: 2990.848633
	Iteration 17Q: 3 clusters Score -925318.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -925341.062500 Penalty: 2990.848633
	Iteration 18Q: 3 clusters Score -925341.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -925358.937500 Penalty: 2990.848633
	Iteration 19Q: 3 clusters Score -925358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -925368.000000 Penalty: 2990.848633
	Iteration 20F: 3 clusters Score -925368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -925371.000000 Penalty: 2990.848633
	Iteration 21Q: 3 clusters Score -925371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -925374.687500 Penalty: 2990.848633
	Iteration 22Q: 3 clusters Score -925374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -925376.437500 Penalty: 2990.848633
	Iteration 23Q: 3 clusters Score -925376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -925377.562500 Penalty: 2990.848633
	Iteration 24Q: 3 clusters Score -925377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -925377.562500 Penalty: 2990.848633
	Iteration 25F: 3 clusters Score -925377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172991 members 
Entering Unmasked Estep 
Score: -16168365.000000 Penalty: 1959.911743
	Iteration 0F: 2 clusters Score -1.616836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -16053425.000000 Penalty: 3919.823486
	Iteration 0F: 3 clusters Score -1.605342e+07 nChanged 83475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -16102974.000000 Penalty: 3919.823486
	Iteration 1F: 3 clusters Score -1.610297e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -16105343.000000 Penalty: 3919.823486
	Iteration 2Q: 3 clusters Score -1.610534e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -16109678.000000 Penalty: 3919.823486
	Iteration 3F: 3 clusters Score -1.610968e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -16116948.000000 Penalty: 3919.823486
	Iteration 4F: 3 clusters Score -1.611695e+07 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112600 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -16127171.000000 Penalty: 3919.823486
	Iteration 5F: 3 clusters Score -1.612717e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118264 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -16139051.000000 Penalty: 3919.823486
	Iteration 6F: 3 clusters Score -1.613905e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -16147690.000000 Penalty: 3919.823486
	Iteration 7F: 3 clusters Score -1.614769e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -16150396.000000 Penalty: 3919.823486
	Iteration 8Q: 3 clusters Score -1.61504e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121577 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -16151208.000000 Penalty: 3919.823486
	Iteration 9Q: 3 clusters Score -1.615121e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -16151616.000000 Penalty: 3919.823486
	Iteration 10Q: 3 clusters Score -1.615162e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121489 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -16151999.000000 Penalty: 3919.823486
	Iteration 11Q: 3 clusters Score -1.6152e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121451 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -16152357.000000 Penalty: 3919.823486
	Iteration 12Q: 3 clusters Score -1.615236e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121431 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -16152566.000000 Penalty: 3919.823486
	Iteration 13Q: 3 clusters Score -1.615257e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121440 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -16152694.000000 Penalty: 3919.823486
	Iteration 14Q: 3 clusters Score -1.615269e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -16152841.000000 Penalty: 3919.823486
	Iteration 15Q: 3 clusters Score -1.615284e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121568 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -16153036.000000 Penalty: 3919.823486
	Iteration 16Q: 3 clusters Score -1.615304e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121694 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -16153148.000000 Penalty: 3919.823486
	Iteration 17Q: 3 clusters Score -1.615315e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121829 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -16153310.000000 Penalty: 3919.823486
	Iteration 18Q: 3 clusters Score -1.615331e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121969 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -16153399.000000 Penalty: 3919.823486
	Iteration 19Q: 3 clusters Score -1.61534e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -16153407.000000 Penalty: 3919.823486
	Iteration 20F: 3 clusters Score -1.615341e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -16153476.000000 Penalty: 3919.823486
	Iteration 21Q: 3 clusters Score -1.615348e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122357 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -16153522.000000 Penalty: 3919.823486
	Iteration 22Q: 3 clusters Score -1.615352e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -16153598.000000 Penalty: 3919.823486
	Iteration 23Q: 3 clusters Score -1.61536e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122608 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -16153645.000000 Penalty: 3919.823486
	Iteration 24Q: 3 clusters Score -1.615364e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122743 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -16153690.000000 Penalty: 3919.823486
	Iteration 25Q: 3 clusters Score -1.615369e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -16153756.000000 Penalty: 3919.823486
	Iteration 26Q: 3 clusters Score -1.615376e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123057 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -16153806.000000 Penalty: 3919.823486
	Iteration 27Q: 3 clusters Score -1.615381e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -16153874.000000 Penalty: 3919.823486
	Iteration 28Q: 3 clusters Score -1.615387e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123448 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -16153962.000000 Penalty: 3919.823486
	Iteration 29Q: 3 clusters Score -1.615396e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123710 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -16154012.000000 Penalty: 3919.823486
	Iteration 30Q: 3 clusters Score -1.615401e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123956 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -16154122.000000 Penalty: 3919.823486
	Iteration 31Q: 3 clusters Score -1.615412e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124198 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -16154212.000000 Penalty: 3919.823486
	Iteration 32Q: 3 clusters Score -1.615421e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -16154293.000000 Penalty: 3919.823486
	Iteration 33Q: 3 clusters Score -1.615429e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -16154327.000000 Penalty: 3919.823486
	Iteration 34Q: 3 clusters Score -1.615433e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124885 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -16154360.000000 Penalty: 3919.823486
	Iteration 35Q: 3 clusters Score -1.615436e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125108 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -16154443.000000 Penalty: 3919.823486
	Iteration 36Q: 3 clusters Score -1.615444e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125339 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -16154480.000000 Penalty: 3919.823486
	Iteration 37Q: 3 clusters Score -1.615448e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125579 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -16154581.000000 Penalty: 3919.823486
	Iteration 38Q: 3 clusters Score -1.615458e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -16154643.000000 Penalty: 3919.823486
	Iteration 39Q: 3 clusters Score -1.615464e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126101 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -16154769.000000 Penalty: 3919.823486
	Iteration 40F: 3 clusters Score -1.615477e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126343 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -16154820.000000 Penalty: 3919.823486
	Iteration 41Q: 3 clusters Score -1.615482e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126592 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -16154848.000000 Penalty: 3919.823486
	Iteration 42Q: 3 clusters Score -1.615485e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126854 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -16154960.000000 Penalty: 3919.823486
	Iteration 43Q: 3 clusters Score -1.615496e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -16154994.000000 Penalty: 3919.823486
	Iteration 44Q: 3 clusters Score -1.615499e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127344 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -16155099.000000 Penalty: 3919.823486
	Iteration 45Q: 3 clusters Score -1.61551e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -16155180.000000 Penalty: 3919.823486
	Iteration 46Q: 3 clusters Score -1.615518e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127883 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -16155274.000000 Penalty: 3919.823486
	Iteration 47Q: 3 clusters Score -1.615527e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128181 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -16155376.000000 Penalty: 3919.823486
	Iteration 48Q: 3 clusters Score -1.615538e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128503 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -16155487.000000 Penalty: 3919.823486
	Iteration 49Q: 3 clusters Score -1.615549e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128821 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -16155598.000000 Penalty: 3919.823486
	Iteration 50Q: 3 clusters Score -1.61556e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129153 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -16155681.000000 Penalty: 3919.823486
	Iteration 51Q: 3 clusters Score -1.615568e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129485 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -16155857.000000 Penalty: 3919.823486
	Iteration 52Q: 3 clusters Score -1.615586e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129845 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -16155987.000000 Penalty: 3919.823486
	Iteration 53Q: 3 clusters Score -1.615599e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -16156109.000000 Penalty: 3919.823486
	Iteration 54Q: 3 clusters Score -1.615611e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130626 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -16156243.000000 Penalty: 3919.823486
	Iteration 55Q: 3 clusters Score -1.615624e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131058 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -16156403.000000 Penalty: 3919.823486
	Iteration 56Q: 3 clusters Score -1.61564e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131491 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -16156597.000000 Penalty: 3919.823486
	Iteration 57Q: 3 clusters Score -1.61566e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -16156806.000000 Penalty: 3919.823486
	Iteration 58Q: 3 clusters Score -1.615681e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -16156975.000000 Penalty: 3919.823486
	Iteration 59Q: 3 clusters Score -1.615698e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -16157132.000000 Penalty: 3919.823486
	Iteration 60F: 3 clusters Score -1.615713e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133247 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -16157332.000000 Penalty: 3919.823486
	Iteration 61Q: 3 clusters Score -1.615733e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133698 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -16157487.000000 Penalty: 3919.823486
	Iteration 62Q: 3 clusters Score -1.615749e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134150 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -16157675.000000 Penalty: 3919.823486
	Iteration 63Q: 3 clusters Score -1.615768e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134613 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -16157894.000000 Penalty: 3919.823486
	Iteration 64Q: 3 clusters Score -1.615789e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135086 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -16158101.000000 Penalty: 3919.823486
	Iteration 65Q: 3 clusters Score -1.61581e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -16158291.000000 Penalty: 3919.823486
	Iteration 66Q: 3 clusters Score -1.615829e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136019 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -16158440.000000 Penalty: 3919.823486
	Iteration 67Q: 3 clusters Score -1.615844e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136433 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -16158643.000000 Penalty: 3919.823486
	Iteration 68Q: 3 clusters Score -1.615864e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136841 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -16158805.000000 Penalty: 3919.823486
	Iteration 69Q: 3 clusters Score -1.61588e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137217 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -16158920.000000 Penalty: 3919.823486
	Iteration 70Q: 3 clusters Score -1.615892e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -16158999.000000 Penalty: 3919.823486
	Iteration 71Q: 3 clusters Score -1.6159e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137926 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -16159131.000000 Penalty: 3919.823486
	Iteration 72Q: 3 clusters Score -1.615913e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138268 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -16159290.000000 Penalty: 3919.823486
	Iteration 73Q: 3 clusters Score -1.615929e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138641 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -16159437.000000 Penalty: 3919.823486
	Iteration 74Q: 3 clusters Score -1.615944e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139027 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -16159574.000000 Penalty: 3919.823486
	Iteration 75Q: 3 clusters Score -1.615957e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139384 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -16159682.000000 Penalty: 3919.823486
	Iteration 76Q: 3 clusters Score -1.615968e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -16159828.000000 Penalty: 3919.823486
	Iteration 77Q: 3 clusters Score -1.615983e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140123 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -16159961.000000 Penalty: 3919.823486
	Iteration 78Q: 3 clusters Score -1.615996e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -16160058.000000 Penalty: 3919.823486
	Iteration 79Q: 3 clusters Score -1.616006e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -16160218.000000 Penalty: 3919.823486
	Iteration 80F: 3 clusters Score -1.616022e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141218 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -16160301.000000 Penalty: 3919.823486
	Iteration 81Q: 3 clusters Score -1.61603e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141545 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -16160453.000000 Penalty: 3919.823486
	Iteration 82Q: 3 clusters Score -1.616045e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141863 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -16160548.000000 Penalty: 3919.823486
	Iteration 83Q: 3 clusters Score -1.616055e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142163 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -16160618.000000 Penalty: 3919.823486
	Iteration 84Q: 3 clusters Score -1.616062e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -16160752.000000 Penalty: 3919.823486
	Iteration 85Q: 3 clusters Score -1.616075e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -16160858.000000 Penalty: 3919.823486
	Iteration 86Q: 3 clusters Score -1.616086e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143021 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -16160914.000000 Penalty: 3919.823486
	Iteration 87Q: 3 clusters Score -1.616091e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143274 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -16160956.000000 Penalty: 3919.823486
	Iteration 88Q: 3 clusters Score -1.616096e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143512 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -16161032.000000 Penalty: 3919.823486
	Iteration 89Q: 3 clusters Score -1.616103e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143789 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -16161137.000000 Penalty: 3919.823486
	Iteration 90Q: 3 clusters Score -1.616114e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144040 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -16161213.000000 Penalty: 3919.823486
	Iteration 91Q: 3 clusters Score -1.616121e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144299 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -16161272.000000 Penalty: 3919.823486
	Iteration 92Q: 3 clusters Score -1.616127e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -16161390.000000 Penalty: 3919.823486
	Iteration 93Q: 3 clusters Score -1.616139e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144844 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -16161521.000000 Penalty: 3919.823486
	Iteration 94Q: 3 clusters Score -1.616152e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145112 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -16161581.000000 Penalty: 3919.823486
	Iteration 95Q: 3 clusters Score -1.616158e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -16161666.000000 Penalty: 3919.823486
	Iteration 96Q: 3 clusters Score -1.616167e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145591 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -16161720.000000 Penalty: 3919.823486
	Iteration 97Q: 3 clusters Score -1.616172e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145811 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -16161777.000000 Penalty: 3919.823486
	Iteration 98Q: 3 clusters Score -1.616178e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -16161869.000000 Penalty: 3919.823486
	Iteration 99Q: 3 clusters Score -1.616187e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -16161928.000000 Penalty: 3919.823486
	Iteration 100F: 3 clusters Score -1.616193e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -16161984.000000 Penalty: 3919.823486
	Iteration 101Q: 3 clusters Score -1.616198e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146655 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -16162064.000000 Penalty: 3919.823486
	Iteration 102Q: 3 clusters Score -1.616206e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146850 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -16162135.000000 Penalty: 3919.823486
	Iteration 103Q: 3 clusters Score -1.616214e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147036 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -16162217.000000 Penalty: 3919.823486
	Iteration 104Q: 3 clusters Score -1.616222e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147249 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -16162252.000000 Penalty: 3919.823486
	Iteration 105Q: 3 clusters Score -1.616225e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147457 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -16162315.000000 Penalty: 3919.823486
	Iteration 106Q: 3 clusters Score -1.616232e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147673 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -16162386.000000 Penalty: 3919.823486
	Iteration 107Q: 3 clusters Score -1.616239e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147884 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -16162443.000000 Penalty: 3919.823486
	Iteration 108Q: 3 clusters Score -1.616244e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148102 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -16162512.000000 Penalty: 3919.823486
	Iteration 109Q: 3 clusters Score -1.616251e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -16162572.000000 Penalty: 3919.823486
	Iteration 110Q: 3 clusters Score -1.616257e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -16162656.000000 Penalty: 3919.823486
	Iteration 111Q: 3 clusters Score -1.616266e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148632 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -16162694.000000 Penalty: 3919.823486
	Iteration 112Q: 3 clusters Score -1.616269e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -16162760.000000 Penalty: 3919.823486
	Iteration 113Q: 3 clusters Score -1.616276e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148974 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -16162842.000000 Penalty: 3919.823486
	Iteration 114Q: 3 clusters Score -1.616284e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -16162983.000000 Penalty: 3919.823486
	Iteration 115Q: 3 clusters Score -1.616298e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149418 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -16163150.000000 Penalty: 3919.823486
	Iteration 116Q: 3 clusters Score -1.616315e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -16163247.000000 Penalty: 3919.823486
	Iteration 117Q: 3 clusters Score -1.616325e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149878 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -16163341.000000 Penalty: 3919.823486
	Iteration 118Q: 3 clusters Score -1.616334e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -16163466.000000 Penalty: 3919.823486
	Iteration 119Q: 3 clusters Score -1.616347e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -16163650.000000 Penalty: 3919.823486
	Iteration 120F: 3 clusters Score -1.616365e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150563 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -16163814.000000 Penalty: 3919.823486
	Iteration 121Q: 3 clusters Score -1.616381e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -16163961.000000 Penalty: 3919.823486
	Iteration 122Q: 3 clusters Score -1.616396e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -16164084.000000 Penalty: 3919.823486
	Iteration 123Q: 3 clusters Score -1.616408e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151325 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -16164249.000000 Penalty: 3919.823486
	Iteration 124Q: 3 clusters Score -1.616425e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151607 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -16164336.000000 Penalty: 3919.823486
	Iteration 125Q: 3 clusters Score -1.616434e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151881 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -16164485.000000 Penalty: 3919.823486
	Iteration 126Q: 3 clusters Score -1.616448e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152173 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -16164669.000000 Penalty: 3919.823486
	Iteration 127Q: 3 clusters Score -1.616467e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -16164824.000000 Penalty: 3919.823486
	Iteration 128Q: 3 clusters Score -1.616482e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -16164917.000000 Penalty: 3919.823486
	Iteration 129Q: 3 clusters Score -1.616492e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -16165091.000000 Penalty: 3919.823486
	Iteration 130Q: 3 clusters Score -1.616509e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153449 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -16165218.000000 Penalty: 3919.823486
	Iteration 131Q: 3 clusters Score -1.616522e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -16165358.000000 Penalty: 3919.823486
	Iteration 132Q: 3 clusters Score -1.616536e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154089 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -16165549.000000 Penalty: 3919.823486
	Iteration 133Q: 3 clusters Score -1.616555e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -16165634.000000 Penalty: 3919.823486
	Iteration 134Q: 3 clusters Score -1.616563e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -16165771.000000 Penalty: 3919.823486
	Iteration 135Q: 3 clusters Score -1.616577e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -16165898.000000 Penalty: 3919.823486
	Iteration 136Q: 3 clusters Score -1.61659e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155328 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -16166040.000000 Penalty: 3919.823486
	Iteration 137Q: 3 clusters Score -1.616604e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155656 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -16166121.000000 Penalty: 3919.823486
	Iteration 138Q: 3 clusters Score -1.616612e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -16166296.000000 Penalty: 3919.823486
	Iteration 139Q: 3 clusters Score -1.61663e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -16166425.000000 Penalty: 3919.823486
	Iteration 140F: 3 clusters Score -1.616642e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -16166533.000000 Penalty: 3919.823486
	Iteration 141Q: 3 clusters Score -1.616653e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157056 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -16166637.000000 Penalty: 3919.823486
	Iteration 142Q: 3 clusters Score -1.616664e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157405 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -16166761.000000 Penalty: 3919.823486
	Iteration 143Q: 3 clusters Score -1.616676e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -16166825.000000 Penalty: 3919.823486
	Iteration 144Q: 3 clusters Score -1.616682e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -16166891.000000 Penalty: 3919.823486
	Iteration 145Q: 3 clusters Score -1.616689e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158409 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -16167018.000000 Penalty: 3919.823486
	Iteration 146Q: 3 clusters Score -1.616702e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -16167140.000000 Penalty: 3919.823486
	Iteration 147Q: 3 clusters Score -1.616714e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159081 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -16167240.000000 Penalty: 3919.823486
	Iteration 148Q: 3 clusters Score -1.616724e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159405 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -16167367.000000 Penalty: 3919.823486
	Iteration 149Q: 3 clusters Score -1.616737e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -16167392.000000 Penalty: 3919.823486
	Iteration 150Q: 3 clusters Score -1.616739e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -16167429.000000 Penalty: 3919.823486
	Iteration 151Q: 3 clusters Score -1.616743e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160253 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -16167460.000000 Penalty: 3919.823486
	Iteration 152Q: 3 clusters Score -1.616746e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160511 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -16167554.000000 Penalty: 3919.823486
	Iteration 153Q: 3 clusters Score -1.616755e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -16167600.000000 Penalty: 3919.823486
	Iteration 154Q: 3 clusters Score -1.61676e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -16167653.000000 Penalty: 3919.823486
	Iteration 155Q: 3 clusters Score -1.616765e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -16167667.000000 Penalty: 3919.823486
	Iteration 156Q: 3 clusters Score -1.616767e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161422 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -16167669.000000 Penalty: 3919.823486
	Iteration 157Q: 3 clusters Score -1.616767e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -16167690.000000 Penalty: 3919.823486
	Iteration 158Q: 3 clusters Score -1.616769e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161857 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -16167739.000000 Penalty: 3919.823486
	Iteration 159Q: 3 clusters Score -1.616774e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -16167738.000000 Penalty: 3919.823486
	Iteration 160F: 3 clusters Score -1.616774e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -16167797.000000 Penalty: 3919.823486
	Iteration 161Q: 3 clusters Score -1.61678e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162481 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -16167818.000000 Penalty: 3919.823486
	Iteration 162Q: 3 clusters Score -1.616782e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162673 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -16167828.000000 Penalty: 3919.823486
	Iteration 163Q: 3 clusters Score -1.616783e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -16167817.000000 Penalty: 3919.823486
	Iteration 164Q: 3 clusters Score -1.616782e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -16167793.000000 Penalty: 3919.823486
	Iteration 165Q: 3 clusters Score -1.616779e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -16167809.000000 Penalty: 3919.823486
	Iteration 166Q: 3 clusters Score -1.616781e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -16167834.000000 Penalty: 3919.823486
	Iteration 167Q: 3 clusters Score -1.616783e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -16167837.000000 Penalty: 3919.823486
	Iteration 168Q: 3 clusters Score -1.616784e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163605 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -16167866.000000 Penalty: 3919.823486
	Iteration 169Q: 3 clusters Score -1.616787e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163735 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -16167871.000000 Penalty: 3919.823486
	Iteration 170Q: 3 clusters Score -1.616787e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -16167874.000000 Penalty: 3919.823486
	Iteration 171Q: 3 clusters Score -1.616787e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -16167873.000000 Penalty: 3919.823486
	Iteration 172Q: 3 clusters Score -1.616787e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -16167844.000000 Penalty: 3919.823486
	Iteration 173Q: 3 clusters Score -1.616784e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164198 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -16167856.000000 Penalty: 3919.823486
	Iteration 174Q: 3 clusters Score -1.616786e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164313 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -16167838.000000 Penalty: 3919.823486
	Iteration 175Q: 3 clusters Score -1.616784e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164433 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -16167898.000000 Penalty: 3919.823486
	Iteration 176Q: 3 clusters Score -1.61679e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164559 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -16167900.000000 Penalty: 3919.823486
	Iteration 177Q: 3 clusters Score -1.61679e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164673 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -16167927.000000 Penalty: 3919.823486
	Iteration 178Q: 3 clusters Score -1.616793e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164782 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -16167928.000000 Penalty: 3919.823486
	Iteration 179Q: 3 clusters Score -1.616793e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -16167925.000000 Penalty: 3919.823486
	Iteration 180F: 3 clusters Score -1.616792e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165023 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -16167939.000000 Penalty: 3919.823486
	Iteration 181Q: 3 clusters Score -1.616794e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165145 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -16167888.000000 Penalty: 3919.823486
	Iteration 182Q: 3 clusters Score -1.616789e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165252 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -16167902.000000 Penalty: 3919.823486
	Iteration 183Q: 3 clusters Score -1.61679e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -16167893.000000 Penalty: 3919.823486
	Iteration 184Q: 3 clusters Score -1.616789e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165407 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -16167894.000000 Penalty: 3919.823486
	Iteration 185Q: 3 clusters Score -1.616789e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -16167888.000000 Penalty: 3919.823486
	Iteration 186Q: 3 clusters Score -1.616789e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165572 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -16167877.000000 Penalty: 3919.823486
	Iteration 187Q: 3 clusters Score -1.616788e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -16167842.000000 Penalty: 3919.823486
	Iteration 188Q: 3 clusters Score -1.616784e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165744 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -16167856.000000 Penalty: 3919.823486
	Iteration 189Q: 3 clusters Score -1.616786e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165829 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -16167869.000000 Penalty: 3919.823486
	Iteration 190Q: 3 clusters Score -1.616787e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -16167905.000000 Penalty: 3919.823486
	Iteration 191Q: 3 clusters Score -1.61679e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166000 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -16167877.000000 Penalty: 3919.823486
	Iteration 192Q: 3 clusters Score -1.616788e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -16167893.000000 Penalty: 3919.823486
	Iteration 193Q: 3 clusters Score -1.616789e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166157 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -16167889.000000 Penalty: 3919.823486
	Iteration 194Q: 3 clusters Score -1.616789e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -16167897.000000 Penalty: 3919.823486
	Iteration 195Q: 3 clusters Score -1.61679e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -16167871.000000 Penalty: 3919.823486
	Iteration 196Q: 3 clusters Score -1.616787e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -16167895.000000 Penalty: 3919.823486
	Iteration 197Q: 3 clusters Score -1.61679e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -16167904.000000 Penalty: 3919.823486
	Iteration 198Q: 3 clusters Score -1.61679e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166509 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -16167918.000000 Penalty: 3919.823486
	Iteration 199Q: 3 clusters Score -1.616792e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -16167920.000000 Penalty: 3919.823486
	Iteration 200F: 3 clusters Score -1.616792e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -16167939.000000 Penalty: 3919.823486
	Iteration 201Q: 3 clusters Score -1.616794e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166720 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -16167906.000000 Penalty: 3919.823486
	Iteration 202Q: 3 clusters Score -1.616791e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -16167906.000000 Penalty: 3919.823486
	Iteration 203Q: 3 clusters Score -1.616791e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -16167898.000000 Penalty: 3919.823486
	Iteration 204Q: 3 clusters Score -1.61679e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166915 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -16167884.000000 Penalty: 3919.823486
	Iteration 205Q: 3 clusters Score -1.616788e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -16167880.000000 Penalty: 3919.823486
	Iteration 206Q: 3 clusters Score -1.616788e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -16167852.000000 Penalty: 3919.823486
	Iteration 207Q: 3 clusters Score -1.616785e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -16167866.000000 Penalty: 3919.823486
	Iteration 208Q: 3 clusters Score -1.616787e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167135 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -16167856.000000 Penalty: 3919.823486
	Iteration 209Q: 3 clusters Score -1.616786e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -16167855.000000 Penalty: 3919.823486
	Iteration 210Q: 3 clusters Score -1.616786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -16167862.000000 Penalty: 3919.823486
	Iteration 211Q: 3 clusters Score -1.616786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167283 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -16167889.000000 Penalty: 3919.823486
	Iteration 212Q: 3 clusters Score -1.616789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -16167863.000000 Penalty: 3919.823486
	Iteration 213Q: 3 clusters Score -1.616786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167376 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -16167853.000000 Penalty: 3919.823486
	Iteration 214Q: 3 clusters Score -1.616785e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167416 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -16167847.000000 Penalty: 3919.823486
	Iteration 215Q: 3 clusters Score -1.616785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -16167834.000000 Penalty: 3919.823486
	Iteration 216Q: 3 clusters Score -1.616783e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -16167828.000000 Penalty: 3919.823486
	Iteration 217Q: 3 clusters Score -1.616783e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167532 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -16167820.000000 Penalty: 3919.823486
	Iteration 218Q: 3 clusters Score -1.616782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167565 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -16167803.000000 Penalty: 3919.823486
	Iteration 219Q: 3 clusters Score -1.61678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167594 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -16167790.000000 Penalty: 3919.823486
	Iteration 220F: 3 clusters Score -1.616779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167618 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -16167775.000000 Penalty: 3919.823486
	Iteration 221Q: 3 clusters Score -1.616778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167636 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -16167780.000000 Penalty: 3919.823486
	Iteration 222Q: 3 clusters Score -1.616778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167659 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -16167768.000000 Penalty: 3919.823486
	Iteration 223Q: 3 clusters Score -1.616777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -16167779.000000 Penalty: 3919.823486
	Iteration 224Q: 3 clusters Score -1.616778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -16167785.000000 Penalty: 3919.823486
	Iteration 225Q: 3 clusters Score -1.616778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167716 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -16167751.000000 Penalty: 3919.823486
	Iteration 226Q: 3 clusters Score -1.616775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167736 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -16167738.000000 Penalty: 3919.823486
	Iteration 227Q: 3 clusters Score -1.616774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -16167754.000000 Penalty: 3919.823486
	Iteration 228Q: 3 clusters Score -1.616775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167778 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -16167752.000000 Penalty: 3919.823486
	Iteration 229Q: 3 clusters Score -1.616775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -16167759.000000 Penalty: 3919.823486
	Iteration 230Q: 3 clusters Score -1.616776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167816 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -16167741.000000 Penalty: 3919.823486
	Iteration 231Q: 3 clusters Score -1.616774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167836 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -16167727.000000 Penalty: 3919.823486
	Iteration 232Q: 3 clusters Score -1.616773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167859 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -16167727.000000 Penalty: 3919.823486
	Iteration 233Q: 3 clusters Score -1.616773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -16167731.000000 Penalty: 3919.823486
	Iteration 234Q: 3 clusters Score -1.616773e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -16167748.000000 Penalty: 3919.823486
	Iteration 235Q: 3 clusters Score -1.616775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167930 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -16167741.000000 Penalty: 3919.823486
	Iteration 236Q: 3 clusters Score -1.616774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167949 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -16167738.000000 Penalty: 3919.823486
	Iteration 237Q: 3 clusters Score -1.616774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -16167739.000000 Penalty: 3919.823486
	Iteration 238Q: 3 clusters Score -1.616774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167982 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -16167731.000000 Penalty: 3919.823486
	Iteration 239Q: 3 clusters Score -1.616773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -16167729.000000 Penalty: 3919.823486
	Iteration 240F: 3 clusters Score -1.616773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -16167739.000000 Penalty: 3919.823486
	Iteration 241Q: 3 clusters Score -1.616774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -16167717.000000 Penalty: 3919.823486
	Iteration 242Q: 3 clusters Score -1.616772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -16167739.000000 Penalty: 3919.823486
	Iteration 243Q: 3 clusters Score -1.616774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -16167738.000000 Penalty: 3919.823486
	Iteration 244Q: 3 clusters Score -1.616774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168115 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -16167737.000000 Penalty: 3919.823486
	Iteration 245Q: 3 clusters Score -1.616774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -16167745.000000 Penalty: 3919.823486
	Iteration 246Q: 3 clusters Score -1.616774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168180 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -16167749.000000 Penalty: 3919.823486
	Iteration 247Q: 3 clusters Score -1.616775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168206 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -16167752.000000 Penalty: 3919.823486
	Iteration 248Q: 3 clusters Score -1.616775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168228 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -16167755.000000 Penalty: 3919.823486
	Iteration 249Q: 3 clusters Score -1.616776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168248 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -16167768.000000 Penalty: 3919.823486
	Iteration 250Q: 3 clusters Score -1.616777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168263 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -16167760.000000 Penalty: 3919.823486
	Iteration 251Q: 3 clusters Score -1.616776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168276 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -16167754.000000 Penalty: 3919.823486
	Iteration 252Q: 3 clusters Score -1.616775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -16167755.000000 Penalty: 3919.823486
	Iteration 253Q: 3 clusters Score -1.616776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168302 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -16167760.000000 Penalty: 3919.823486
	Iteration 254Q: 3 clusters Score -1.616776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -16167765.000000 Penalty: 3919.823486
	Iteration 255Q: 3 clusters Score -1.616776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168337 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -16167762.000000 Penalty: 3919.823486
	Iteration 256Q: 3 clusters Score -1.616776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168356 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -16167768.000000 Penalty: 3919.823486
	Iteration 257Q: 3 clusters Score -1.616777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -16167771.000000 Penalty: 3919.823486
	Iteration 258Q: 3 clusters Score -1.616777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168384 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -16167766.000000 Penalty: 3919.823486
	Iteration 259Q: 3 clusters Score -1.616777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168408 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -16167763.000000 Penalty: 3919.823486
	Iteration 260F: 3 clusters Score -1.616776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -16167765.000000 Penalty: 3919.823486
	Iteration 261Q: 3 clusters Score -1.616776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168447 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -16167771.000000 Penalty: 3919.823486
	Iteration 262Q: 3 clusters Score -1.616777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168461 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -16167766.000000 Penalty: 3919.823486
	Iteration 263Q: 3 clusters Score -1.616777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168478 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -16167769.000000 Penalty: 3919.823486
	Iteration 264Q: 3 clusters Score -1.616777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -16167778.000000 Penalty: 3919.823486
	Iteration 265Q: 3 clusters Score -1.616778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168519 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -16167776.000000 Penalty: 3919.823486
	Iteration 266Q: 3 clusters Score -1.616778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -16167761.000000 Penalty: 3919.823486
	Iteration 267Q: 3 clusters Score -1.616776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -16167770.000000 Penalty: 3919.823486
	Iteration 268Q: 3 clusters Score -1.616777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -16167763.000000 Penalty: 3919.823486
	Iteration 269Q: 3 clusters Score -1.616776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -16167779.000000 Penalty: 3919.823486
	Iteration 270Q: 3 clusters Score -1.616778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -16167781.000000 Penalty: 3919.823486
	Iteration 271Q: 3 clusters Score -1.616778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -16167760.000000 Penalty: 3919.823486
	Iteration 272Q: 3 clusters Score -1.616776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -16167751.000000 Penalty: 3919.823486
	Iteration 273Q: 3 clusters Score -1.616775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168687 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -16167753.000000 Penalty: 3919.823486
	Iteration 274Q: 3 clusters Score -1.616775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168697 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -16167759.000000 Penalty: 3919.823486
	Iteration 275Q: 3 clusters Score -1.616776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168702 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -16167764.000000 Penalty: 3919.823486
	Iteration 276Q: 3 clusters Score -1.616776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168710 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -16167766.000000 Penalty: 3919.823486
	Iteration 277Q: 3 clusters Score -1.616777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -16167762.000000 Penalty: 3919.823486
	Iteration 278Q: 3 clusters Score -1.616776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -16167774.000000 Penalty: 3919.823486
	Iteration 279Q: 3 clusters Score -1.616777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -16167780.000000 Penalty: 3919.823486
	Iteration 280F: 3 clusters Score -1.616778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -16167781.000000 Penalty: 3919.823486
	Iteration 281Q: 3 clusters Score -1.616778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -16167770.000000 Penalty: 3919.823486
	Iteration 282Q: 3 clusters Score -1.616777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168733 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -16167764.000000 Penalty: 3919.823486
	Iteration 283Q: 3 clusters Score -1.616776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168737 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -16167755.000000 Penalty: 3919.823486
	Iteration 284Q: 3 clusters Score -1.616776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -16167756.000000 Penalty: 3919.823486
	Iteration 285Q: 3 clusters Score -1.616776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -16167757.000000 Penalty: 3919.823486
	Iteration 286Q: 3 clusters Score -1.616776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168748 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -16167753.000000 Penalty: 3919.823486
	Iteration 287Q: 3 clusters Score -1.616775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -16167753.000000 Penalty: 3919.823486
	Iteration 288Q: 3 clusters Score -1.616775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168752 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -16167756.000000 Penalty: 3919.823486
	Iteration 289Q: 3 clusters Score -1.616776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -16167761.000000 Penalty: 3919.823486
	Iteration 290Q: 3 clusters Score -1.616776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -16167769.000000 Penalty: 3919.823486
	Iteration 291Q: 3 clusters Score -1.616777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168768 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -16167752.000000 Penalty: 3919.823486
	Iteration 292Q: 3 clusters Score -1.616775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168780 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -16167758.000000 Penalty: 3919.823486
	Iteration 293Q: 3 clusters Score -1.616776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -16167749.000000 Penalty: 3919.823486
	Iteration 294Q: 3 clusters Score -1.616775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168806 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -16167746.000000 Penalty: 3919.823486
	Iteration 295Q: 3 clusters Score -1.616775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -16167727.000000 Penalty: 3919.823486
	Iteration 296Q: 3 clusters Score -1.616773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -16167729.000000 Penalty: 3919.823486
	Iteration 297Q: 3 clusters Score -1.616773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168840 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -16167728.000000 Penalty: 3919.823486
	Iteration 298Q: 3 clusters Score -1.616773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168848 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -16167724.000000 Penalty: 3919.823486
	Iteration 299Q: 3 clusters Score -1.616772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168864 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -16167739.000000 Penalty: 3919.823486
	Iteration 300F: 3 clusters Score -1.616774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168880 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -16167727.000000 Penalty: 3919.823486
	Iteration 301Q: 3 clusters Score -1.616773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -16167721.000000 Penalty: 3919.823486
	Iteration 302Q: 3 clusters Score -1.616772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168901 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -16167724.000000 Penalty: 3919.823486
	Iteration 303Q: 3 clusters Score -1.616772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168913 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -16167738.000000 Penalty: 3919.823486
	Iteration 304Q: 3 clusters Score -1.616774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168925 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -16167734.000000 Penalty: 3919.823486
	Iteration 305Q: 3 clusters Score -1.616773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168933 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -16167737.000000 Penalty: 3919.823486
	Iteration 306Q: 3 clusters Score -1.616774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168943 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -16167736.000000 Penalty: 3919.823486
	Iteration 307Q: 3 clusters Score -1.616774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -16167730.000000 Penalty: 3919.823486
	Iteration 308Q: 3 clusters Score -1.616773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -16167711.000000 Penalty: 3919.823486
	Iteration 309Q: 3 clusters Score -1.616771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -16167716.000000 Penalty: 3919.823486
	Iteration 310Q: 3 clusters Score -1.616772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -16167725.000000 Penalty: 3919.823486
	Iteration 311Q: 3 clusters Score -1.616772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -16167719.000000 Penalty: 3919.823486
	Iteration 312Q: 3 clusters Score -1.616772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169000 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -16167727.000000 Penalty: 3919.823486
	Iteration 313Q: 3 clusters Score -1.616773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -16167728.000000 Penalty: 3919.823486
	Iteration 314Q: 3 clusters Score -1.616773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169004 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -16167730.000000 Penalty: 3919.823486
	Iteration 315Q: 3 clusters Score -1.616773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -16167725.000000 Penalty: 3919.823486
	Iteration 316Q: 3 clusters Score -1.616772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -16167726.000000 Penalty: 3919.823486
	Iteration 317Q: 3 clusters Score -1.616773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169018 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -16167732.000000 Penalty: 3919.823486
	Iteration 318Q: 3 clusters Score -1.616773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -16167728.000000 Penalty: 3919.823486
	Iteration 319Q: 3 clusters Score -1.616773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169027 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -16167730.000000 Penalty: 3919.823486
	Iteration 320F: 3 clusters Score -1.616773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169030 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -16167719.000000 Penalty: 3919.823486
	Iteration 321Q: 3 clusters Score -1.616772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169032 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -16167726.000000 Penalty: 3919.823486
	Iteration 322Q: 3 clusters Score -1.616773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169035 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -16167727.000000 Penalty: 3919.823486
	Iteration 323Q: 3 clusters Score -1.616773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169038 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -16167724.000000 Penalty: 3919.823486
	Iteration 324Q: 3 clusters Score -1.616772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169040 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -16167727.000000 Penalty: 3919.823486
	Iteration 325Q: 3 clusters Score -1.616773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -16167729.000000 Penalty: 3919.823486
	Iteration 326Q: 3 clusters Score -1.616773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -16167729.000000 Penalty: 3919.823486
	Iteration 327F: 3 clusters Score -1.616773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -98549.937500 Penalty: 1152.001953
	Iteration 0F: 2 clusters Score -98549.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -96982.171875 Penalty: 2304.003906
	Iteration 0F: 3 clusters Score -96982.17 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -97313.960938 Penalty: 2304.003906
	Iteration 1F: 3 clusters Score -97313.96 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -97457.812500 Penalty: 2304.003906
	Iteration 2F: 3 clusters Score -97457.81 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -97598.460938 Penalty: 2304.003906
	Iteration 3F: 3 clusters Score -97598.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97705.085938 Penalty: 2304.003906
	Iteration 4F: 3 clusters Score -97705.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97836.804688 Penalty: 2304.003906
	Iteration 5F: 3 clusters Score -97836.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -97972.562500 Penalty: 2304.003906
	Iteration 6F: 3 clusters Score -97972.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -98098.742188 Penalty: 2304.003906
	Iteration 7Q: 3 clusters Score -98098.74 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -98207.000000 Penalty: 2304.003906
	Iteration 8F: 3 clusters Score -98207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -98271.304688 Penalty: 2304.003906
	Iteration 9Q: 3 clusters Score -98271.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98307.023438 Penalty: 2304.003906
	Iteration 10Q: 3 clusters Score -98307.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98324.226562 Penalty: 2304.003906
	Iteration 11Q: 3 clusters Score -98324.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98340.437500 Penalty: 2304.003906
	Iteration 12Q: 3 clusters Score -98340.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -98360.117188 Penalty: 2304.003906
	Iteration 13Q: 3 clusters Score -98360.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -98377.726562 Penalty: 2304.003906
	Iteration 14Q: 3 clusters Score -98377.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -98384.734375 Penalty: 2304.003906
	Iteration 15Q: 3 clusters Score -98384.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -98390.179688 Penalty: 2304.003906
	Iteration 16Q: 3 clusters Score -98390.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -98395.343750 Penalty: 2304.003906
	Iteration 17Q: 3 clusters Score -98395.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -98404.101562 Penalty: 2304.003906
	Iteration 18Q: 3 clusters Score -98404.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -98407.453125 Penalty: 2304.003906
	Iteration 19Q: 3 clusters Score -98407.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -98408.437500 Penalty: 2304.003906
	Iteration 20F: 3 clusters Score -98408.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -98409.296875 Penalty: 2304.003906
	Iteration 21Q: 3 clusters Score -98409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -98409.296875 Penalty: 2304.003906
	Iteration 22F: 3 clusters Score -98409.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -54234.957031 Penalty: 1058.158691
	Iteration 0F: 2 clusters Score -54234.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -53112.429688 Penalty: 2116.317383
	Iteration 0F: 3 clusters Score -53112.43 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53413.097656 Penalty: 2116.317383
	Iteration 1F: 3 clusters Score -53413.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -53703.117188 Penalty: 2116.317383
	Iteration 2F: 3 clusters Score -53703.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -53910.000000 Penalty: 2116.317383
	Iteration 3F: 3 clusters Score -53910 nChanged 25
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: -53982.902344 Penalty: 2116.317383
	Iteration 4Q: 3 clusters Score -53982.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54042.960938 Penalty: 2116.317383
	Iteration 5Q: 3 clusters Score -54042.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54101.871094 Penalty: 2116.317383
	Iteration 6Q: 3 clusters Score -54101.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54140.457031 Penalty: 2116.317383
	Iteration 7Q: 3 clusters Score -54140.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54165.636719 Penalty: 2116.317383
	Iteration 8Q: 3 clusters Score -54165.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -54176.289062 Penalty: 2116.317383
	Iteration 9Q: 3 clusters Score -54176.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54178.937500 Penalty: 2116.317383
	Iteration 10Q: 3 clusters Score -54178.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54178.937500 Penalty: 2116.317383
	Iteration 11F: 3 clusters Score -54178.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -46381.160156 Penalty: 1070.252930
	Iteration 0F: 2 clusters Score -46381.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45320.632812 Penalty: 2140.505859
	Iteration 0F: 3 clusters Score -45320.63 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -45736.609375 Penalty: 2140.505859
	Iteration 1F: 3 clusters Score -45736.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -46059.601562 Penalty: 2140.505859
	Iteration 2F: 3 clusters Score -46059.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46353.582031 Penalty: 2140.505859
	Iteration 3F: 3 clusters Score -46353.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -46479.824219 Penalty: 2140.505859
	Iteration 4F: 3 clusters Score -46479.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46544.496094 Penalty: 2140.505859
	Iteration 5Q: 3 clusters Score -46544.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46592.390625 Penalty: 2140.505859
	Iteration 6Q: 3 clusters Score -46592.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46618.035156 Penalty: 2140.505859
	Iteration 7Q: 3 clusters Score -46618.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -46642.195312 Penalty: 2140.505859
	Iteration 8Q: 3 clusters Score -46642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -46655.722656 Penalty: 2140.505859
	Iteration 9Q: 3 clusters Score -46655.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -46699.308594 Penalty: 2140.505859
	Iteration 10Q: 3 clusters Score -46699.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46764.582031 Penalty: 2140.505859
	Iteration 11Q: 3 clusters Score -46764.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46793.703125 Penalty: 2140.505859
	Iteration 12Q: 3 clusters Score -46793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46804.687500 Penalty: 2140.505859
	Iteration 13Q: 3 clusters Score -46804.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46816.593750 Penalty: 2140.505859
	Iteration 14Q: 3 clusters Score -46816.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46820.609375 Penalty: 2140.505859
	Iteration 15Q: 3 clusters Score -46820.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46821.722656 Penalty: 2140.505859
	Iteration 16Q: 3 clusters Score -46821.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46821.835938 Penalty: 2140.505859
	Iteration 17F: 3 clusters Score -46821.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46826.242188 Penalty: 2140.505859
	Iteration 18Q: 3 clusters Score -46826.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46826.242188 Penalty: 2140.505859
	Iteration 19F: 3 clusters Score -46826.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 172991 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12360 members 
Mstep: Class 11 contains 179784 members 
Mstep: Class 12 contains 16714 members 
Mstep: Class 13 contains 147164 members 
Mstep: Class 14 contains 125554 members 
Mstep: Class 15 contains 12223 members 
Mstep: Class 16 contains 29401 members 
Mstep: Class 17 contains 4099 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 403 members 
Entering Unmasked Estep 
Score: -66443940.000000 Penalty: 43859.843750
Splitting cluster 5 changes total score from -66444664.000000 to -66443940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -265158.750000 Penalty: 1291.555176
	Iteration 0F: 2 clusters Score -265158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -262544.968750 Penalty: 2583.110352
	Iteration 0F: 3 clusters Score -262545 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263113.562500 Penalty: 2583.110352
	Iteration 1F: 3 clusters Score -263113.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -263210.625000 Penalty: 2583.110352
	Iteration 2F: 3 clusters Score -263210.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263284.968750 Penalty: 2583.110352
	Iteration 3Q: 3 clusters Score -263285 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -263330.937500 Penalty: 2583.110352
	Iteration 4Q: 3 clusters Score -263330.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -263368.312500 Penalty: 2583.110352
	Iteration 5Q: 3 clusters Score -263368.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -263391.687500 Penalty: 2583.110352
	Iteration 6Q: 3 clusters Score -263391.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -263414.437500 Penalty: 2583.110352
	Iteration 7Q: 3 clusters Score -263414.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -263429.906250 Penalty: 2583.110352
	Iteration 8Q: 3 clusters Score -263429.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -263443.656250 Penalty: 2583.110352
	Iteration 9Q: 3 clusters Score -263443.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -263456.062500 Penalty: 2583.110352
	Iteration 10Q: 3 clusters Score -263456.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -263467.093750 Penalty: 2583.110352
	Iteration 11Q: 3 clusters Score -263467.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263476.656250 Penalty: 2583.110352
	Iteration 12Q: 3 clusters Score -263476.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263488.968750 Penalty: 2583.110352
	Iteration 13Q: 3 clusters Score -263489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -263502.656250 Penalty: 2583.110352
	Iteration 14Q: 3 clusters Score -263502.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -263516.531250 Penalty: 2583.110352
	Iteration 15Q: 3 clusters Score -263516.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -263529.531250 Penalty: 2583.110352
	Iteration 16Q: 3 clusters Score -263529.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -263543.625000 Penalty: 2583.110352
	Iteration 17Q: 3 clusters Score -263543.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263557.687500 Penalty: 2583.110352
	Iteration 18Q: 3 clusters Score -263557.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263570.593750 Penalty: 2583.110352
	Iteration 19Q: 3 clusters Score -263570.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -263583.531250 Penalty: 2583.110352
	Iteration 20F: 3 clusters Score -263583.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -263590.937500 Penalty: 2583.110352
	Iteration 21Q: 3 clusters Score -263590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -263599.406250 Penalty: 2583.110352
	Iteration 22Q: 3 clusters Score -263599.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -263607.718750 Penalty: 2583.110352
	Iteration 23Q: 3 clusters Score -263607.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -263619.375000 Penalty: 2583.110352
	Iteration 24Q: 3 clusters Score -263619.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -263632.250000 Penalty: 2583.110352
	Iteration 25Q: 3 clusters Score -263632.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -263646.625000 Penalty: 2583.110352
	Iteration 26Q: 3 clusters Score -263646.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -263661.812500 Penalty: 2583.110352
	Iteration 27Q: 3 clusters Score -263661.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -263678.625000 Penalty: 2583.110352
	Iteration 28Q: 3 clusters Score -263678.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -263697.406250 Penalty: 2583.110352
	Iteration 29Q: 3 clusters Score -263697.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -263716.062500 Penalty: 2583.110352
	Iteration 30Q: 3 clusters Score -263716.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -263735.968750 Penalty: 2583.110352
	Iteration 31Q: 3 clusters Score -263736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -263759.718750 Penalty: 2583.110352
	Iteration 32Q: 3 clusters Score -263759.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -263785.500000 Penalty: 2583.110352
	Iteration 33Q: 3 clusters Score -263785.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -263814.906250 Penalty: 2583.110352
	Iteration 34Q: 3 clusters Score -263814.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -263837.906250 Penalty: 2583.110352
	Iteration 35Q: 3 clusters Score -263837.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -263859.781250 Penalty: 2583.110352
	Iteration 36Q: 3 clusters Score -263859.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -263879.562500 Penalty: 2583.110352
	Iteration 37Q: 3 clusters Score -263879.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -263896.812500 Penalty: 2583.110352
	Iteration 38Q: 3 clusters Score -263896.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -263908.343750 Penalty: 2583.110352
	Iteration 39Q: 3 clusters Score -263908.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -263916.718750 Penalty: 2583.110352
	Iteration 40F: 3 clusters Score -263916.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -263926.281250 Penalty: 2583.110352
	Iteration 41Q: 3 clusters Score -263926.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -263935.500000 Penalty: 2583.110352
	Iteration 42Q: 3 clusters Score -263935.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -263950.187500 Penalty: 2583.110352
	Iteration 43Q: 3 clusters Score -263950.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -263960.937500 Penalty: 2583.110352
	Iteration 44Q: 3 clusters Score -263960.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -263966.968750 Penalty: 2583.110352
	Iteration 45Q: 3 clusters Score -263967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -263970.093750 Penalty: 2583.110352
	Iteration 46Q: 3 clusters Score -263970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -263971.031250 Penalty: 2583.110352
	Iteration 47Q: 3 clusters Score -263971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -263971.406250 Penalty: 2583.110352
	Iteration 48Q: 3 clusters Score -263971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -263973.593750 Penalty: 2583.110352
	Iteration 49Q: 3 clusters Score -263973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -263975.218750 Penalty: 2583.110352
	Iteration 50Q: 3 clusters Score -263975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -263975.218750 Penalty: 2583.110352
	Iteration 51F: 3 clusters Score -263975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Entering Unmasked Estep 
Score: -726877.812500 Penalty: 1471.679565
	Iteration 0F: 2 clusters Score -726877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -720692.437500 Penalty: 2943.359131
	Iteration 0F: 3 clusters Score -720692.4 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -722857.500000 Penalty: 2943.359131
	Iteration 1F: 3 clusters Score -722857.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -723299.937500 Penalty: 2943.359131
	Iteration 2F: 3 clusters Score -723299.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -723786.000000 Penalty: 2943.359131
	Iteration 3F: 3 clusters Score -723786 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -724270.062500 Penalty: 2943.359131
	Iteration 4F: 3 clusters Score -724270.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -724705.562500 Penalty: 2943.359131
	Iteration 5F: 3 clusters Score -724705.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -725061.375000 Penalty: 2943.359131
	Iteration 6F: 3 clusters Score -725061.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -725325.750000 Penalty: 2943.359131
	Iteration 7Q: 3 clusters Score -725325.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -725520.187500 Penalty: 2943.359131
	Iteration 8Q: 3 clusters Score -725520.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -725670.500000 Penalty: 2943.359131
	Iteration 9Q: 3 clusters Score -725670.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -725785.500000 Penalty: 2943.359131
	Iteration 10Q: 3 clusters Score -725785.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -725847.125000 Penalty: 2943.359131
	Iteration 11Q: 3 clusters Score -725847.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -725893.625000 Penalty: 2943.359131
	Iteration 12Q: 3 clusters Score -725893.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -725928.625000 Penalty: 2943.359131
	Iteration 13Q: 3 clusters Score -725928.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -725956.750000 Penalty: 2943.359131
	Iteration 14Q: 3 clusters Score -725956.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -725978.812500 Penalty: 2943.359131
	Iteration 15Q: 3 clusters Score -725978.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -725986.812500 Penalty: 2943.359131
	Iteration 16Q: 3 clusters Score -725986.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -725999.187500 Penalty: 2943.359131
	Iteration 17Q: 3 clusters Score -725999.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -726008.375000 Penalty: 2943.359131
	Iteration 18Q: 3 clusters Score -726008.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -726012.687500 Penalty: 2943.359131
	Iteration 19Q: 3 clusters Score -726012.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -726014.437500 Penalty: 2943.359131
	Iteration 20F: 3 clusters Score -726014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -726016.937500 Penalty: 2943.359131
	Iteration 21Q: 3 clusters Score -726016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -726017.000000 Penalty: 2943.359131
	Iteration 22Q: 3 clusters Score -726017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -726020.687500 Penalty: 2943.359131
	Iteration 23Q: 3 clusters Score -726020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -726022.375000 Penalty: 2943.359131
	Iteration 24Q: 3 clusters Score -726022.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -726025.750000 Penalty: 2943.359131
	Iteration 25Q: 3 clusters Score -726025.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -726026.812500 Penalty: 2943.359131
	Iteration 26Q: 3 clusters Score -726026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -726026.937500 Penalty: 2943.359131
	Iteration 27Q: 3 clusters Score -726026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -726030.750000 Penalty: 2943.359131
	Iteration 28Q: 3 clusters Score -726030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -726030.625000 Penalty: 2943.359131
	Iteration 29Q: 3 clusters Score -726030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -726031.625000 Penalty: 2943.359131
	Iteration 30Q: 3 clusters Score -726031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -726032.312500 Penalty: 2943.359131
	Iteration 31Q: 3 clusters Score -726032.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -726034.500000 Penalty: 2943.359131
	Iteration 32Q: 3 clusters Score -726034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -726035.250000 Penalty: 2943.359131
	Iteration 33Q: 3 clusters Score -726035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -726036.187500 Penalty: 2943.359131
	Iteration 34Q: 3 clusters Score -726036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -726037.312500 Penalty: 2943.359131
	Iteration 35Q: 3 clusters Score -726037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -726037.812500 Penalty: 2943.359131
	Iteration 36Q: 3 clusters Score -726037.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -726041.937500 Penalty: 2943.359131
	Iteration 37Q: 3 clusters Score -726041.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -726048.062500 Penalty: 2943.359131
	Iteration 38Q: 3 clusters Score -726048.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -726051.062500 Penalty: 2943.359131
	Iteration 39Q: 3 clusters Score -726051.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -726055.312500 Penalty: 2943.359131
	Iteration 40F: 3 clusters Score -726055.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -726062.750000 Penalty: 2943.359131
	Iteration 41Q: 3 clusters Score -726062.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -726068.250000 Penalty: 2943.359131
	Iteration 42Q: 3 clusters Score -726068.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -726073.250000 Penalty: 2943.359131
	Iteration 43Q: 3 clusters Score -726073.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -726080.125000 Penalty: 2943.359131
	Iteration 44Q: 3 clusters Score -726080.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -726083.750000 Penalty: 2943.359131
	Iteration 45Q: 3 clusters Score -726083.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -726087.375000 Penalty: 2943.359131
	Iteration 46Q: 3 clusters Score -726087.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -726090.375000 Penalty: 2943.359131
	Iteration 47Q: 3 clusters Score -726090.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -726096.437500 Penalty: 2943.359131
	Iteration 48Q: 3 clusters Score -726096.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -726097.250000 Penalty: 2943.359131
	Iteration 49Q: 3 clusters Score -726097.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -726102.125000 Penalty: 2943.359131
	Iteration 50Q: 3 clusters Score -726102.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -726111.125000 Penalty: 2943.359131
	Iteration 51Q: 3 clusters Score -726111.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -726115.562500 Penalty: 2943.359131
	Iteration 52Q: 3 clusters Score -726115.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -726123.937500 Penalty: 2943.359131
	Iteration 53Q: 3 clusters Score -726123.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -726130.937500 Penalty: 2943.359131
	Iteration 54Q: 3 clusters Score -726130.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -726140.062500 Penalty: 2943.359131
	Iteration 55Q: 3 clusters Score -726140.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -726148.500000 Penalty: 2943.359131
	Iteration 56Q: 3 clusters Score -726148.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -726160.875000 Penalty: 2943.359131
	Iteration 57Q: 3 clusters Score -726160.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -726173.687500 Penalty: 2943.359131
	Iteration 58Q: 3 clusters Score -726173.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -726188.437500 Penalty: 2943.359131
	Iteration 59Q: 3 clusters Score -726188.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -726198.812500 Penalty: 2943.359131
	Iteration 60F: 3 clusters Score -726198.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -726205.375000 Penalty: 2943.359131
	Iteration 61Q: 3 clusters Score -726205.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -726206.625000 Penalty: 2943.359131
	Iteration 62Q: 3 clusters Score -726206.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -726210.437500 Penalty: 2943.359131
	Iteration 63Q: 3 clusters Score -726210.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -726214.500000 Penalty: 2943.359131
	Iteration 64Q: 3 clusters Score -726214.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -726217.812500 Penalty: 2943.359131
	Iteration 65Q: 3 clusters Score -726217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -726218.687500 Penalty: 2943.359131
	Iteration 66Q: 3 clusters Score -726218.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -726222.812500 Penalty: 2943.359131
	Iteration 67Q: 3 clusters Score -726222.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -726228.000000 Penalty: 2943.359131
	Iteration 68Q: 3 clusters Score -726228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -726227.937500 Penalty: 2943.359131
	Iteration 69Q: 3 clusters Score -726227.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -726236.875000 Penalty: 2943.359131
	Iteration 70Q: 3 clusters Score -726236.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -726240.062500 Penalty: 2943.359131
	Iteration 71Q: 3 clusters Score -726240.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -726243.250000 Penalty: 2943.359131
	Iteration 72Q: 3 clusters Score -726243.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -726244.687500 Penalty: 2943.359131
	Iteration 73Q: 3 clusters Score -726244.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -726247.687500 Penalty: 2943.359131
	Iteration 74Q: 3 clusters Score -726247.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -726250.000000 Penalty: 2943.359131
	Iteration 75Q: 3 clusters Score -726250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -726250.937500 Penalty: 2943.359131
	Iteration 76Q: 3 clusters Score -726250.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -726252.125000 Penalty: 2943.359131
	Iteration 77Q: 3 clusters Score -726252.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -726254.687500 Penalty: 2943.359131
	Iteration 78Q: 3 clusters Score -726254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -726255.312500 Penalty: 2943.359131
	Iteration 79Q: 3 clusters Score -726255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -726257.250000 Penalty: 2943.359131
	Iteration 80F: 3 clusters Score -726257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -726258.375000 Penalty: 2943.359131
	Iteration 81Q: 3 clusters Score -726258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -726258.000000 Penalty: 2943.359131
	Iteration 82Q: 3 clusters Score -726258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -726258.437500 Penalty: 2943.359131
	Iteration 83Q: 3 clusters Score -726258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -726258.937500 Penalty: 2943.359131
	Iteration 84Q: 3 clusters Score -726258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -726259.875000 Penalty: 2943.359131
	Iteration 85Q: 3 clusters Score -726259.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -726262.562500 Penalty: 2943.359131
	Iteration 86Q: 3 clusters Score -726262.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -726262.687500 Penalty: 2943.359131
	Iteration 87Q: 3 clusters Score -726262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -726263.937500 Penalty: 2943.359131
	Iteration 88Q: 3 clusters Score -726263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -726266.187500 Penalty: 2943.359131
	Iteration 89Q: 3 clusters Score -726266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -726265.500000 Penalty: 2943.359131
	Iteration 90Q: 3 clusters Score -726265.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -726268.000000 Penalty: 2943.359131
	Iteration 91Q: 3 clusters Score -726268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -726269.000000 Penalty: 2943.359131
	Iteration 92Q: 3 clusters Score -726269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -726270.625000 Penalty: 2943.359131
	Iteration 93Q: 3 clusters Score -726270.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -726271.500000 Penalty: 2943.359131
	Iteration 94Q: 3 clusters Score -726271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -726272.437500 Penalty: 2943.359131
	Iteration 95Q: 3 clusters Score -726272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -726275.312500 Penalty: 2943.359131
	Iteration 96Q: 3 clusters Score -726275.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -726277.062500 Penalty: 2943.359131
	Iteration 97Q: 3 clusters Score -726277.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -726279.250000 Penalty: 2943.359131
	Iteration 98Q: 3 clusters Score -726279.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -726283.312500 Penalty: 2943.359131
	Iteration 99Q: 3 clusters Score -726283.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -726285.187500 Penalty: 2943.359131
	Iteration 100F: 3 clusters Score -726285.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -726292.500000 Penalty: 2943.359131
	Iteration 101Q: 3 clusters Score -726292.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -726296.000000 Penalty: 2943.359131
	Iteration 102Q: 3 clusters Score -726296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -726302.000000 Penalty: 2943.359131
	Iteration 103Q: 3 clusters Score -726302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -726307.687500 Penalty: 2943.359131
	Iteration 104Q: 3 clusters Score -726307.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -726315.000000 Penalty: 2943.359131
	Iteration 105Q: 3 clusters Score -726315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -726325.375000 Penalty: 2943.359131
	Iteration 106Q: 3 clusters Score -726325.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -726340.125000 Penalty: 2943.359131
	Iteration 107Q: 3 clusters Score -726340.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -726356.875000 Penalty: 2943.359131
	Iteration 108Q: 3 clusters Score -726356.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -726374.000000 Penalty: 2943.359131
	Iteration 109Q: 3 clusters Score -726374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -726394.000000 Penalty: 2943.359131
	Iteration 110Q: 3 clusters Score -726394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -726417.875000 Penalty: 2943.359131
	Iteration 111Q: 3 clusters Score -726417.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -726436.625000 Penalty: 2943.359131
	Iteration 112Q: 3 clusters Score -726436.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -726455.500000 Penalty: 2943.359131
	Iteration 113Q: 3 clusters Score -726455.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -726479.125000 Penalty: 2943.359131
	Iteration 114Q: 3 clusters Score -726479.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -726500.812500 Penalty: 2943.359131
	Iteration 115Q: 3 clusters Score -726500.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -726529.562500 Penalty: 2943.359131
	Iteration 116Q: 3 clusters Score -726529.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -726560.937500 Penalty: 2943.359131
	Iteration 117Q: 3 clusters Score -726560.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -726605.625000 Penalty: 2943.359131
	Iteration 118Q: 3 clusters Score -726605.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -726658.500000 Penalty: 2943.359131
	Iteration 119Q: 3 clusters Score -726658.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -726710.687500 Penalty: 2943.359131
	Iteration 120F: 3 clusters Score -726710.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -726756.812500 Penalty: 2943.359131
	Iteration 121Q: 3 clusters Score -726756.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -726789.312500 Penalty: 2943.359131
	Iteration 122Q: 3 clusters Score -726789.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -726811.437500 Penalty: 2943.359131
	Iteration 123Q: 3 clusters Score -726811.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -726831.500000 Penalty: 2943.359131
	Iteration 124Q: 3 clusters Score -726831.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -726847.062500 Penalty: 2943.359131
	Iteration 125Q: 3 clusters Score -726847.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -726848.937500 Penalty: 2943.359131
	Iteration 126Q: 3 clusters Score -726848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -726851.250000 Penalty: 2943.359131
	Iteration 127Q: 3 clusters Score -726851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -726851.937500 Penalty: 2943.359131
	Iteration 128Q: 3 clusters Score -726851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -726853.687500 Penalty: 2943.359131
	Iteration 129Q: 3 clusters Score -726853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -726852.812500 Penalty: 2943.359131
	Iteration 130Q: 3 clusters Score -726852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -726853.250000 Penalty: 2943.359131
	Iteration 131Q: 3 clusters Score -726853.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -726853.250000 Penalty: 2943.359131
	Iteration 132F: 3 clusters Score -726853.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -13303.452148 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -13303.45 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 99 members 
Entering Unmasked Estep 
Score: -12627.870117 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -12627.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12749.893555 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -12749.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12793.621094 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -12793.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12822.345703 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -12822.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12857.587891 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -12857.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12896.455078 Penalty: 1736.258667
	Iteration 5Q: 3 clusters Score -12896.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12907.920898 Penalty: 1736.258667
	Iteration 6Q: 3 clusters Score -12907.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12907.920898 Penalty: 1736.258667
	Iteration 7F: 3 clusters Score -12907.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -35281.972656 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -35281.97 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 264 members 
Entering Unmasked Estep 
Score: -34279.703125 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -34279.7 nChanged 128
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: -34529.574219 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -34529.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -34670.910156 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -34670.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34750.265625 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -34750.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34820.082031 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -34820.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34841.054688 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -34841.05 nChanged 5
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: -34849.449219 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -34849.45 nChanged 3
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: -34854.343750 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -34854.34 nChanged 2
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: -34856.992188 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -34856.99 nChanged 0
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: -34856.992188 Penalty: 2032.494385
	Iteration 9F: 3 clusters Score -34856.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Entering Unmasked Estep 
Score: -1117567.625000 Penalty: 1531.110962
	Iteration 0F: 2 clusters Score -1117568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1108723.375000 Penalty: 3062.221924
	Iteration 0F: 3 clusters Score -1108723 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1111714.500000 Penalty: 3062.221924
	Iteration 1F: 3 clusters Score -1111714 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1112049.000000 Penalty: 3062.221924
	Iteration 2F: 3 clusters Score -1112049 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1112399.625000 Penalty: 3062.221924
	Iteration 3F: 3 clusters Score -1112400 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1112736.000000 Penalty: 3062.221924
	Iteration 4F: 3 clusters Score -1112736 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1113104.125000 Penalty: 3062.221924
	Iteration 5F: 3 clusters Score -1113104 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1113496.500000 Penalty: 3062.221924
	Iteration 6F: 3 clusters Score -1113496 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1113993.125000 Penalty: 3062.221924
	Iteration 7F: 3 clusters Score -1113993 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1114455.500000 Penalty: 3062.221924
	Iteration 8F: 3 clusters Score -1114456 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1114812.500000 Penalty: 3062.221924
	Iteration 9Q: 3 clusters Score -1114812 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1115075.250000 Penalty: 3062.221924
	Iteration 10Q: 3 clusters Score -1115075 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1115286.125000 Penalty: 3062.221924
	Iteration 11Q: 3 clusters Score -1115286 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1115439.375000 Penalty: 3062.221924
	Iteration 12Q: 3 clusters Score -1115439 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1115562.750000 Penalty: 3062.221924
	Iteration 13Q: 3 clusters Score -1115563 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1115682.000000 Penalty: 3062.221924
	Iteration 14Q: 3 clusters Score -1115682 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1115783.875000 Penalty: 3062.221924
	Iteration 15Q: 3 clusters Score -1115784 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1115861.375000 Penalty: 3062.221924
	Iteration 16Q: 3 clusters Score -1115861 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1115900.625000 Penalty: 3062.221924
	Iteration 17Q: 3 clusters Score -1115901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1115927.625000 Penalty: 3062.221924
	Iteration 18Q: 3 clusters Score -1115928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1115953.125000 Penalty: 3062.221924
	Iteration 19Q: 3 clusters Score -1115953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1115966.000000 Penalty: 3062.221924
	Iteration 20F: 3 clusters Score -1115966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1115983.500000 Penalty: 3062.221924
	Iteration 21Q: 3 clusters Score -1115984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1115994.375000 Penalty: 3062.221924
	Iteration 22Q: 3 clusters Score -1115994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1115999.500000 Penalty: 3062.221924
	Iteration 23Q: 3 clusters Score -1116000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1116005.250000 Penalty: 3062.221924
	Iteration 24Q: 3 clusters Score -1116005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1116014.500000 Penalty: 3062.221924
	Iteration 25Q: 3 clusters Score -1116014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1116016.750000 Penalty: 3062.221924
	Iteration 26Q: 3 clusters Score -1116017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1116020.750000 Penalty: 3062.221924
	Iteration 27Q: 3 clusters Score -1116021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1116028.375000 Penalty: 3062.221924
	Iteration 28Q: 3 clusters Score -1116028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1116032.875000 Penalty: 3062.221924
	Iteration 29Q: 3 clusters Score -1116033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1116037.000000 Penalty: 3062.221924
	Iteration 30Q: 3 clusters Score -1116037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1116045.500000 Penalty: 3062.221924
	Iteration 31Q: 3 clusters Score -1116046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1116047.125000 Penalty: 3062.221924
	Iteration 32Q: 3 clusters Score -1116047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1116050.875000 Penalty: 3062.221924
	Iteration 33Q: 3 clusters Score -1116051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1116050.125000 Penalty: 3062.221924
	Iteration 34Q: 3 clusters Score -1116050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1116051.250000 Penalty: 3062.221924
	Iteration 35Q: 3 clusters Score -1116051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1116051.625000 Penalty: 3062.221924
	Iteration 36Q: 3 clusters Score -1116052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1116052.625000 Penalty: 3062.221924
	Iteration 37Q: 3 clusters Score -1116053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1116055.250000 Penalty: 3062.221924
	Iteration 38Q: 3 clusters Score -1116055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1116055.125000 Penalty: 3062.221924
	Iteration 39Q: 3 clusters Score -1116055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1116057.625000 Penalty: 3062.221924
	Iteration 40F: 3 clusters Score -1116058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1116059.000000 Penalty: 3062.221924
	Iteration 41Q: 3 clusters Score -1116059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1116058.500000 Penalty: 3062.221924
	Iteration 42Q: 3 clusters Score -1116058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1116059.125000 Penalty: 3062.221924
	Iteration 43Q: 3 clusters Score -1116059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1116060.500000 Penalty: 3062.221924
	Iteration 44Q: 3 clusters Score -1116060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1116062.500000 Penalty: 3062.221924
	Iteration 45Q: 3 clusters Score -1116062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1116061.500000 Penalty: 3062.221924
	Iteration 46Q: 3 clusters Score -1116062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1116062.125000 Penalty: 3062.221924
	Iteration 47Q: 3 clusters Score -1116062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1116060.375000 Penalty: 3062.221924
	Iteration 48Q: 3 clusters Score -1116060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1116062.750000 Penalty: 3062.221924
	Iteration 49Q: 3 clusters Score -1116063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1116062.250000 Penalty: 3062.221924
	Iteration 50Q: 3 clusters Score -1116062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1116066.000000 Penalty: 3062.221924
	Iteration 51Q: 3 clusters Score -1116066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1116064.875000 Penalty: 3062.221924
	Iteration 52Q: 3 clusters Score -1116065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1116065.250000 Penalty: 3062.221924
	Iteration 53Q: 3 clusters Score -1116065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1116063.750000 Penalty: 3062.221924
	Iteration 54Q: 3 clusters Score -1116064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1116065.250000 Penalty: 3062.221924
	Iteration 55Q: 3 clusters Score -1116065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1116065.250000 Penalty: 3062.221924
	Iteration 56F: 3 clusters Score -1116065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179784 members 
Entering Unmasked Estep 
Score: -16869734.000000 Penalty: 1966.170532
	Iteration 0F: 2 clusters Score -1.686973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -16753080.000000 Penalty: 3932.341064
	Iteration 0F: 3 clusters Score -1.675308e+07 nChanged 86664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -16805420.000000 Penalty: 3932.341064
	Iteration 1F: 3 clusters Score -1.680542e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -16807490.000000 Penalty: 3932.341064
	Iteration 2Q: 3 clusters Score -1.680749e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 110028 members 
Entering Unmasked Estep 
Score: -16811298.000000 Penalty: 3932.341064
	Iteration 3Q: 3 clusters Score -1.68113e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 119951 members 
Entering Unmasked Estep 
Score: -16817834.000000 Penalty: 3932.341064
	Iteration 4F: 3 clusters Score -1.681783e+07 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 132580 members 
Entering Unmasked Estep 
Score: -16828230.000000 Penalty: 3932.341064
	Iteration 5F: 3 clusters Score -1.682823e+07 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 145989 members 
Entering Unmasked Estep 
Score: -16841434.000000 Penalty: 3932.341064
	Iteration 6F: 3 clusters Score -1.684143e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -16854912.000000 Penalty: 3932.341064
	Iteration 7F: 3 clusters Score -1.685491e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -16863052.000000 Penalty: 3932.341064
	Iteration 8Q: 3 clusters Score -1.686305e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 168423 members 
Entering Unmasked Estep 
Score: -16866622.000000 Penalty: 3932.341064
	Iteration 9Q: 3 clusters Score -1.686662e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 170886 members 
Entering Unmasked Estep 
Score: -16868022.000000 Penalty: 3932.341064
	Iteration 10Q: 3 clusters Score -1.686802e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 172566 members 
Entering Unmasked Estep 
Score: -16868488.000000 Penalty: 3932.341064
	Iteration 11Q: 3 clusters Score -1.686849e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 173829 members 
Entering Unmasked Estep 
Score: -16868722.000000 Penalty: 3932.341064
	Iteration 12Q: 3 clusters Score -1.686872e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 174751 members 
Entering Unmasked Estep 
Score: -16868780.000000 Penalty: 3932.341064
	Iteration 13Q: 3 clusters Score -1.686878e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 175495 members 
Entering Unmasked Estep 
Score: -16868804.000000 Penalty: 3932.341064
	Iteration 14Q: 3 clusters Score -1.68688e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 176088 members 
Entering Unmasked Estep 
Score: -16868802.000000 Penalty: 3932.341064
	Iteration 15Q: 3 clusters Score -1.68688e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -16868824.000000 Penalty: 3932.341064
	Iteration 16Q: 3 clusters Score -1.686882e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 176944 members 
Entering Unmasked Estep 
Score: -16868782.000000 Penalty: 3932.341064
	Iteration 17Q: 3 clusters Score -1.686878e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 177209 members 
Entering Unmasked Estep 
Score: -16868724.000000 Penalty: 3932.341064
	Iteration 18Q: 3 clusters Score -1.686872e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -16868718.000000 Penalty: 3932.341064
	Iteration 19Q: 3 clusters Score -1.686872e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 177627 members 
Entering Unmasked Estep 
Score: -16868720.000000 Penalty: 3932.341064
	Iteration 20F: 3 clusters Score -1.686872e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -16868720.000000 Penalty: 3932.341064
	Iteration 21Q: 3 clusters Score -1.686872e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -16868706.000000 Penalty: 3932.341064
	Iteration 22Q: 3 clusters Score -1.686871e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 177960 members 
Entering Unmasked Estep 
Score: -16868690.000000 Penalty: 3932.341064
	Iteration 23Q: 3 clusters Score -1.686869e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 178023 members 
Entering Unmasked Estep 
Score: -16868690.000000 Penalty: 3932.341064
	Iteration 24Q: 3 clusters Score -1.686869e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -16868676.000000 Penalty: 3932.341064
	Iteration 25Q: 3 clusters Score -1.686868e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 178142 members 
Entering Unmasked Estep 
Score: -16868658.000000 Penalty: 3932.341064
	Iteration 26Q: 3 clusters Score -1.686866e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 178202 members 
Entering Unmasked Estep 
Score: -16868666.000000 Penalty: 3932.341064
	Iteration 27Q: 3 clusters Score -1.686867e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 178241 members 
Entering Unmasked Estep 
Score: -16868674.000000 Penalty: 3932.341064
	Iteration 28Q: 3 clusters Score -1.686867e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 178277 members 
Entering Unmasked Estep 
Score: -16868662.000000 Penalty: 3932.341064
	Iteration 29Q: 3 clusters Score -1.686866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 178302 members 
Entering Unmasked Estep 
Score: -16868674.000000 Penalty: 3932.341064
	Iteration 30Q: 3 clusters Score -1.686867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 178327 members 
Entering Unmasked Estep 
Score: -16868656.000000 Penalty: 3932.341064
	Iteration 31Q: 3 clusters Score -1.686866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -16868660.000000 Penalty: 3932.341064
	Iteration 32Q: 3 clusters Score -1.686866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 178359 members 
Entering Unmasked Estep 
Score: -16868664.000000 Penalty: 3932.341064
	Iteration 33Q: 3 clusters Score -1.686866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 178370 members 
Entering Unmasked Estep 
Score: -16868646.000000 Penalty: 3932.341064
	Iteration 34Q: 3 clusters Score -1.686865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 178380 members 
Entering Unmasked Estep 
Score: -16868662.000000 Penalty: 3932.341064
	Iteration 35Q: 3 clusters Score -1.686866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 178387 members 
Entering Unmasked Estep 
Score: -16868652.000000 Penalty: 3932.341064
	Iteration 36Q: 3 clusters Score -1.686865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 178394 members 
Entering Unmasked Estep 
Score: -16868656.000000 Penalty: 3932.341064
	Iteration 37Q: 3 clusters Score -1.686866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 178397 members 
Entering Unmasked Estep 
Score: -16868654.000000 Penalty: 3932.341064
	Iteration 38Q: 3 clusters Score -1.686865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 178398 members 
Entering Unmasked Estep 
Score: -16868658.000000 Penalty: 3932.341064
	Iteration 39Q: 3 clusters Score -1.686866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 178400 members 
Entering Unmasked Estep 
Score: -16868660.000000 Penalty: 3932.341064
	Iteration 40F: 3 clusters Score -1.686866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 178403 members 
Entering Unmasked Estep 
Score: -16868656.000000 Penalty: 3932.341064
	Iteration 41Q: 3 clusters Score -1.686866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 178406 members 
Entering Unmasked Estep 
Score: -16868648.000000 Penalty: 3932.341064
	Iteration 42Q: 3 clusters Score -1.686865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 178411 members 
Entering Unmasked Estep 
Score: -16868666.000000 Penalty: 3932.341064
	Iteration 43Q: 3 clusters Score -1.686867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 178420 members 
Entering Unmasked Estep 
Score: -16868660.000000 Penalty: 3932.341064
	Iteration 44Q: 3 clusters Score -1.686866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 178425 members 
Entering Unmasked Estep 
Score: -16868640.000000 Penalty: 3932.341064
	Iteration 45Q: 3 clusters Score -1.686864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 178429 members 
Entering Unmasked Estep 
Score: -16868650.000000 Penalty: 3932.341064
	Iteration 46Q: 3 clusters Score -1.686865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 178431 members 
Entering Unmasked Estep 
Score: -16868648.000000 Penalty: 3932.341064
	Iteration 47Q: 3 clusters Score -1.686865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 178432 members 
Entering Unmasked Estep 
Score: -16868642.000000 Penalty: 3932.341064
	Iteration 48Q: 3 clusters Score -1.686864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 178432 members 
Entering Unmasked Estep 
Score: -16868642.000000 Penalty: 3932.341064
	Iteration 49F: 3 clusters Score -1.686864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Entering Unmasked Estep 
Score: -1517863.000000 Penalty: 1580.150269
	Iteration 0F: 2 clusters Score -1517863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1506314.250000 Penalty: 3160.300537
	Iteration 0F: 3 clusters Score -1506314 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1510363.250000 Penalty: 3160.300537
	Iteration 1F: 3 clusters Score -1510363 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1510684.000000 Penalty: 3160.300537
	Iteration 2F: 3 clusters Score -1510684 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1511048.750000 Penalty: 3160.300537
	Iteration 3Q: 3 clusters Score -1511049 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1511450.375000 Penalty: 3160.300537
	Iteration 4Q: 3 clusters Score -1511450 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1511976.750000 Penalty: 3160.300537
	Iteration 5F: 3 clusters Score -1511977 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1512636.250000 Penalty: 3160.300537
	Iteration 6F: 3 clusters Score -1512636 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1513530.875000 Penalty: 3160.300537
	Iteration 7F: 3 clusters Score -1513531 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1514561.250000 Penalty: 3160.300537
	Iteration 8F: 3 clusters Score -1514561 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1515387.125000 Penalty: 3160.300537
	Iteration 9F: 3 clusters Score -1515387 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1515881.375000 Penalty: 3160.300537
	Iteration 10Q: 3 clusters Score -1515881 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1516156.250000 Penalty: 3160.300537
	Iteration 11Q: 3 clusters Score -1516156 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1516296.250000 Penalty: 3160.300537
	Iteration 12Q: 3 clusters Score -1516296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1516374.375000 Penalty: 3160.300537
	Iteration 13Q: 3 clusters Score -1516374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1516417.750000 Penalty: 3160.300537
	Iteration 14Q: 3 clusters Score -1516418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1516443.750000 Penalty: 3160.300537
	Iteration 15Q: 3 clusters Score -1516444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1516457.875000 Penalty: 3160.300537
	Iteration 16Q: 3 clusters Score -1516458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1516472.750000 Penalty: 3160.300537
	Iteration 17Q: 3 clusters Score -1516473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1516483.375000 Penalty: 3160.300537
	Iteration 18Q: 3 clusters Score -1516483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1516492.500000 Penalty: 3160.300537
	Iteration 19Q: 3 clusters Score -1516492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1516499.125000 Penalty: 3160.300537
	Iteration 20F: 3 clusters Score -1516499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1516499.625000 Penalty: 3160.300537
	Iteration 21Q: 3 clusters Score -1516500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1516504.875000 Penalty: 3160.300537
	Iteration 22Q: 3 clusters Score -1516505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1516508.500000 Penalty: 3160.300537
	Iteration 23Q: 3 clusters Score -1516508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1516508.875000 Penalty: 3160.300537
	Iteration 24Q: 3 clusters Score -1516509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1516509.500000 Penalty: 3160.300537
	Iteration 25Q: 3 clusters Score -1516510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1516512.875000 Penalty: 3160.300537
	Iteration 26Q: 3 clusters Score -1516513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1516521.250000 Penalty: 3160.300537
	Iteration 27Q: 3 clusters Score -1516521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1516523.500000 Penalty: 3160.300537
	Iteration 28Q: 3 clusters Score -1516524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1516528.250000 Penalty: 3160.300537
	Iteration 29Q: 3 clusters Score -1516528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1516531.000000 Penalty: 3160.300537
	Iteration 30Q: 3 clusters Score -1516531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1516529.125000 Penalty: 3160.300537
	Iteration 31Q: 3 clusters Score -1516529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1516529.125000 Penalty: 3160.300537
	Iteration 32F: 3 clusters Score -1516529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (147164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Entering Unmasked Estep 
Score: -13786814.000000 Penalty: 1933.636597
	Iteration 0F: 2 clusters Score -1.378681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -13688163.000000 Penalty: 3867.273193
	Iteration 0F: 3 clusters Score -1.368816e+07 nChanged 71012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -13730705.000000 Penalty: 3867.273193
	Iteration 1F: 3 clusters Score -1.37307e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -13731667.000000 Penalty: 3867.273193
	Iteration 2Q: 3 clusters Score -1.373167e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -13733070.000000 Penalty: 3867.273193
	Iteration 3Q: 3 clusters Score -1.373307e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -13734676.000000 Penalty: 3867.273193
	Iteration 4Q: 3 clusters Score -1.373468e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -13737275.000000 Penalty: 3867.273193
	Iteration 5Q: 3 clusters Score -1.373728e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -13740992.000000 Penalty: 3867.273193
	Iteration 6Q: 3 clusters Score -1.374099e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -13746800.000000 Penalty: 3867.273193
	Iteration 7F: 3 clusters Score -1.37468e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104788 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -13753625.000000 Penalty: 3867.273193
	Iteration 8F: 3 clusters Score -1.375362e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -13760511.000000 Penalty: 3867.273193
	Iteration 9F: 3 clusters Score -1.376051e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -13765668.000000 Penalty: 3867.273193
	Iteration 10Q: 3 clusters Score -1.376567e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119080 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -13768367.000000 Penalty: 3867.273193
	Iteration 11Q: 3 clusters Score -1.376837e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -13770017.000000 Penalty: 3867.273193
	Iteration 12Q: 3 clusters Score -1.377002e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124536 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -13771398.000000 Penalty: 3867.273193
	Iteration 13Q: 3 clusters Score -1.37714e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127209 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -13772747.000000 Penalty: 3867.273193
	Iteration 14Q: 3 clusters Score -1.377275e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129774 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -13774007.000000 Penalty: 3867.273193
	Iteration 15Q: 3 clusters Score -1.377401e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132244 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -13775344.000000 Penalty: 3867.273193
	Iteration 16Q: 3 clusters Score -1.377534e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134661 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -13776820.000000 Penalty: 3867.273193
	Iteration 17Q: 3 clusters Score -1.377682e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136915 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -13778229.000000 Penalty: 3867.273193
	Iteration 18Q: 3 clusters Score -1.377823e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138907 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -13779546.000000 Penalty: 3867.273193
	Iteration 19Q: 3 clusters Score -1.377955e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140631 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -13780733.000000 Penalty: 3867.273193
	Iteration 20F: 3 clusters Score -1.378073e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -13781637.000000 Penalty: 3867.273193
	Iteration 21Q: 3 clusters Score -1.378164e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -13782497.000000 Penalty: 3867.273193
	Iteration 22Q: 3 clusters Score -1.37825e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -13783169.000000 Penalty: 3867.273193
	Iteration 23Q: 3 clusters Score -1.378317e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144899 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -13783750.000000 Penalty: 3867.273193
	Iteration 24Q: 3 clusters Score -1.378375e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -13784088.000000 Penalty: 3867.273193
	Iteration 25Q: 3 clusters Score -1.378409e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -13784322.000000 Penalty: 3867.273193
	Iteration 26Q: 3 clusters Score -1.378432e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13784529.000000 Penalty: 3867.273193
	Iteration 27Q: 3 clusters Score -1.378453e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146126 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13784658.000000 Penalty: 3867.273193
	Iteration 28Q: 3 clusters Score -1.378466e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13784772.000000 Penalty: 3867.273193
	Iteration 29Q: 3 clusters Score -1.378477e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146357 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13784846.000000 Penalty: 3867.273193
	Iteration 30Q: 3 clusters Score -1.378485e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146429 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13784877.000000 Penalty: 3867.273193
	Iteration 31Q: 3 clusters Score -1.378488e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146468 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13784908.000000 Penalty: 3867.273193
	Iteration 32Q: 3 clusters Score -1.378491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146502 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13784936.000000 Penalty: 3867.273193
	Iteration 33Q: 3 clusters Score -1.378494e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13784950.000000 Penalty: 3867.273193
	Iteration 34Q: 3 clusters Score -1.378495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146567 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13784992.000000 Penalty: 3867.273193
	Iteration 35Q: 3 clusters Score -1.378499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146591 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -13785005.000000 Penalty: 3867.273193
	Iteration 36Q: 3 clusters Score -1.3785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146617 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13785011.000000 Penalty: 3867.273193
	Iteration 37Q: 3 clusters Score -1.378501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146630 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -13785020.000000 Penalty: 3867.273193
	Iteration 38Q: 3 clusters Score -1.378502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146644 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13785024.000000 Penalty: 3867.273193
	Iteration 39Q: 3 clusters Score -1.378502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -13785034.000000 Penalty: 3867.273193
	Iteration 40F: 3 clusters Score -1.378503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13785055.000000 Penalty: 3867.273193
	Iteration 41Q: 3 clusters Score -1.378506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146673 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13785062.000000 Penalty: 3867.273193
	Iteration 42Q: 3 clusters Score -1.378506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146676 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13785071.000000 Penalty: 3867.273193
	Iteration 43Q: 3 clusters Score -1.378507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13785080.000000 Penalty: 3867.273193
	Iteration 44Q: 3 clusters Score -1.378508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146688 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -13785083.000000 Penalty: 3867.273193
	Iteration 45Q: 3 clusters Score -1.378508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13785083.000000 Penalty: 3867.273193
	Iteration 46Q: 3 clusters Score -1.378508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13785080.000000 Penalty: 3867.273193
	Iteration 47Q: 3 clusters Score -1.378508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13785090.000000 Penalty: 3867.273193
	Iteration 48Q: 3 clusters Score -1.378509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13785085.000000 Penalty: 3867.273193
	Iteration 49Q: 3 clusters Score -1.378508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146691 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13785079.000000 Penalty: 3867.273193
	Iteration 50Q: 3 clusters Score -1.378508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13785070.000000 Penalty: 3867.273193
	Iteration 51Q: 3 clusters Score -1.378507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13785075.000000 Penalty: 3867.273193
	Iteration 52Q: 3 clusters Score -1.378508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146699 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13785076.000000 Penalty: 3867.273193
	Iteration 53Q: 3 clusters Score -1.378508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13785068.000000 Penalty: 3867.273193
	Iteration 54Q: 3 clusters Score -1.378507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146704 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13785071.000000 Penalty: 3867.273193
	Iteration 55Q: 3 clusters Score -1.378507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146705 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13785071.000000 Penalty: 3867.273193
	Iteration 56Q: 3 clusters Score -1.378507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146706 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -13785071.000000 Penalty: 3867.273193
	Iteration 57Q: 3 clusters Score -1.378507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146707 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13785068.000000 Penalty: 3867.273193
	Iteration 58Q: 3 clusters Score -1.378507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13785076.000000 Penalty: 3867.273193
	Iteration 59Q: 3 clusters Score -1.378508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13785077.000000 Penalty: 3867.273193
	Iteration 60F: 3 clusters Score -1.378508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (125554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125554 members 
Entering Unmasked Estep 
Score: -11798105.000000 Penalty: 1907.829834
	Iteration 0F: 2 clusters Score -1.17981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -11714469.000000 Penalty: 3815.659668
	Iteration 0F: 3 clusters Score -1.171447e+07 nChanged 60263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -11750213.000000 Penalty: 3815.659668
	Iteration 1F: 3 clusters Score -1.175021e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -11751700.000000 Penalty: 3815.659668
	Iteration 2Q: 3 clusters Score -1.17517e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -11753982.000000 Penalty: 3815.659668
	Iteration 3Q: 3 clusters Score -1.175398e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -11757746.000000 Penalty: 3815.659668
	Iteration 4F: 3 clusters Score -1.175775e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -11763570.000000 Penalty: 3815.659668
	Iteration 5F: 3 clusters Score -1.176357e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -11771640.000000 Penalty: 3815.659668
	Iteration 6F: 3 clusters Score -1.177164e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -11780270.000000 Penalty: 3815.659668
	Iteration 7F: 3 clusters Score -1.178027e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114851 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -11787223.000000 Penalty: 3815.659668
	Iteration 8F: 3 clusters Score -1.178722e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -11791616.000000 Penalty: 3815.659668
	Iteration 9Q: 3 clusters Score -1.179162e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121936 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -11793916.000000 Penalty: 3815.659668
	Iteration 10Q: 3 clusters Score -1.179392e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11795036.000000 Penalty: 3815.659668
	Iteration 11Q: 3 clusters Score -1.179504e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123980 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11795651.000000 Penalty: 3815.659668
	Iteration 12Q: 3 clusters Score -1.179565e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124370 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11795996.000000 Penalty: 3815.659668
	Iteration 13Q: 3 clusters Score -1.1796e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124593 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11796157.000000 Penalty: 3815.659668
	Iteration 14Q: 3 clusters Score -1.179616e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11796263.000000 Penalty: 3815.659668
	Iteration 15Q: 3 clusters Score -1.179626e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124818 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11796375.000000 Penalty: 3815.659668
	Iteration 16Q: 3 clusters Score -1.179638e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124863 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11796396.000000 Penalty: 3815.659668
	Iteration 17Q: 3 clusters Score -1.17964e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124909 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11796451.000000 Penalty: 3815.659668
	Iteration 18Q: 3 clusters Score -1.179645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124940 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11796466.000000 Penalty: 3815.659668
	Iteration 19Q: 3 clusters Score -1.179647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11796492.000000 Penalty: 3815.659668
	Iteration 20F: 3 clusters Score -1.179649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11796499.000000 Penalty: 3815.659668
	Iteration 21Q: 3 clusters Score -1.17965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124997 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11796512.000000 Penalty: 3815.659668
	Iteration 22Q: 3 clusters Score -1.179651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11796506.000000 Penalty: 3815.659668
	Iteration 23Q: 3 clusters Score -1.179651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11796523.000000 Penalty: 3815.659668
	Iteration 24Q: 3 clusters Score -1.179652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11796522.000000 Penalty: 3815.659668
	Iteration 25Q: 3 clusters Score -1.179652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125006 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11796521.000000 Penalty: 3815.659668
	Iteration 26Q: 3 clusters Score -1.179652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125007 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11796530.000000 Penalty: 3815.659668
	Iteration 27Q: 3 clusters Score -1.179653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125011 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11796541.000000 Penalty: 3815.659668
	Iteration 28Q: 3 clusters Score -1.179654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125019 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11796542.000000 Penalty: 3815.659668
	Iteration 29Q: 3 clusters Score -1.179654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125019 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11796531.000000 Penalty: 3815.659668
	Iteration 30Q: 3 clusters Score -1.179653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11796533.000000 Penalty: 3815.659668
	Iteration 31Q: 3 clusters Score -1.179653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125023 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11796536.000000 Penalty: 3815.659668
	Iteration 32Q: 3 clusters Score -1.179654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125026 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11796546.000000 Penalty: 3815.659668
	Iteration 33Q: 3 clusters Score -1.179655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11796542.000000 Penalty: 3815.659668
	Iteration 34Q: 3 clusters Score -1.179654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11796540.000000 Penalty: 3815.659668
	Iteration 35Q: 3 clusters Score -1.179654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11796540.000000 Penalty: 3815.659668
	Iteration 36Q: 3 clusters Score -1.179654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11796540.000000 Penalty: 3815.659668
	Iteration 37F: 3 clusters Score -1.179654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Entering Unmasked Estep 
Score: -1159740.000000 Penalty: 1529.299683
	Iteration 0F: 2 clusters Score -1159740 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 6107 members 
Entering Unmasked Estep 
Score: -1151124.875000 Penalty: 3058.599365
	Iteration 0F: 3 clusters Score -1151125 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1154027.625000 Penalty: 3058.599365
	Iteration 1F: 3 clusters Score -1154028 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1154307.875000 Penalty: 3058.599365
	Iteration 2F: 3 clusters Score -1154308 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1154611.250000 Penalty: 3058.599365
	Iteration 3F: 3 clusters Score -1154611 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1154964.875000 Penalty: 3058.599365
	Iteration 4F: 3 clusters Score -1154965 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1155360.875000 Penalty: 3058.599365
	Iteration 5F: 3 clusters Score -1155361 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1155808.750000 Penalty: 3058.599365
	Iteration 6F: 3 clusters Score -1155809 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1156317.000000 Penalty: 3058.599365
	Iteration 7F: 3 clusters Score -1156317 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1156838.000000 Penalty: 3058.599365
	Iteration 8F: 3 clusters Score -1156838 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1157269.625000 Penalty: 3058.599365
	Iteration 9Q: 3 clusters Score -1157270 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1157520.250000 Penalty: 3058.599365
	Iteration 10Q: 3 clusters Score -1157520 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1157686.625000 Penalty: 3058.599365
	Iteration 11Q: 3 clusters Score -1157687 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1157816.125000 Penalty: 3058.599365
	Iteration 12Q: 3 clusters Score -1157816 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1157927.000000 Penalty: 3058.599365
	Iteration 13Q: 3 clusters Score -1157927 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1158001.500000 Penalty: 3058.599365
	Iteration 14Q: 3 clusters Score -1158002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1158073.750000 Penalty: 3058.599365
	Iteration 15Q: 3 clusters Score -1158074 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1158138.875000 Penalty: 3058.599365
	Iteration 16Q: 3 clusters Score -1158139 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1158199.500000 Penalty: 3058.599365
	Iteration 17Q: 3 clusters Score -1158200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1158240.000000 Penalty: 3058.599365
	Iteration 18Q: 3 clusters Score -1158240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1158271.625000 Penalty: 3058.599365
	Iteration 19Q: 3 clusters Score -1158272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1158290.000000 Penalty: 3058.599365
	Iteration 20F: 3 clusters Score -1158290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1158307.250000 Penalty: 3058.599365
	Iteration 21Q: 3 clusters Score -1158307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1158324.000000 Penalty: 3058.599365
	Iteration 22Q: 3 clusters Score -1158324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1158340.000000 Penalty: 3058.599365
	Iteration 23Q: 3 clusters Score -1158340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1158350.250000 Penalty: 3058.599365
	Iteration 24Q: 3 clusters Score -1158350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1158363.500000 Penalty: 3058.599365
	Iteration 25Q: 3 clusters Score -1158364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1158377.875000 Penalty: 3058.599365
	Iteration 26Q: 3 clusters Score -1158378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1158392.250000 Penalty: 3058.599365
	Iteration 27Q: 3 clusters Score -1158392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1158402.375000 Penalty: 3058.599365
	Iteration 28Q: 3 clusters Score -1158402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1158416.625000 Penalty: 3058.599365
	Iteration 29Q: 3 clusters Score -1158417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1158422.750000 Penalty: 3058.599365
	Iteration 30Q: 3 clusters Score -1158423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1158426.500000 Penalty: 3058.599365
	Iteration 31Q: 3 clusters Score -1158426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1158428.750000 Penalty: 3058.599365
	Iteration 32Q: 3 clusters Score -1158429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1158433.125000 Penalty: 3058.599365
	Iteration 33Q: 3 clusters Score -1158433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1158437.500000 Penalty: 3058.599365
	Iteration 34Q: 3 clusters Score -1158438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1158438.250000 Penalty: 3058.599365
	Iteration 35Q: 3 clusters Score -1158438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1158439.125000 Penalty: 3058.599365
	Iteration 36Q: 3 clusters Score -1158439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1158437.000000 Penalty: 3058.599365
	Iteration 37Q: 3 clusters Score -1158437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1158437.625000 Penalty: 3058.599365
	Iteration 38Q: 3 clusters Score -1158438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1158437.500000 Penalty: 3058.599365
	Iteration 39Q: 3 clusters Score -1158438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1158440.250000 Penalty: 3058.599365
	Iteration 40F: 3 clusters Score -1158440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1158439.375000 Penalty: 3058.599365
	Iteration 41Q: 3 clusters Score -1158439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1158440.750000 Penalty: 3058.599365
	Iteration 42Q: 3 clusters Score -1158441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1158442.000000 Penalty: 3058.599365
	Iteration 43Q: 3 clusters Score -1158442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1158446.000000 Penalty: 3058.599365
	Iteration 44Q: 3 clusters Score -1158446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1158444.750000 Penalty: 3058.599365
	Iteration 45Q: 3 clusters Score -1158445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1158446.750000 Penalty: 3058.599365
	Iteration 46Q: 3 clusters Score -1158447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1158445.375000 Penalty: 3058.599365
	Iteration 47Q: 3 clusters Score -1158445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1158445.250000 Penalty: 3058.599365
	Iteration 48Q: 3 clusters Score -1158445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1158447.125000 Penalty: 3058.599365
	Iteration 49Q: 3 clusters Score -1158447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1158444.500000 Penalty: 3058.599365
	Iteration 50Q: 3 clusters Score -1158444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1158445.875000 Penalty: 3058.599365
	Iteration 51Q: 3 clusters Score -1158446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1158445.875000 Penalty: 3058.599365
	Iteration 52Q: 3 clusters Score -1158446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1158445.375000 Penalty: 3058.599365
	Iteration 53Q: 3 clusters Score -1158445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1158446.750000 Penalty: 3058.599365
	Iteration 54Q: 3 clusters Score -1158447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1158447.375000 Penalty: 3058.599365
	Iteration 55Q: 3 clusters Score -1158447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1158447.625000 Penalty: 3058.599365
	Iteration 56Q: 3 clusters Score -1158448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1158445.500000 Penalty: 3058.599365
	Iteration 57Q: 3 clusters Score -1158446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1158445.500000 Penalty: 3058.599365
	Iteration 58F: 3 clusters Score -1158446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Entering Unmasked Estep 
Score: -2797451.500000 Penalty: 1671.927368
	Iteration 0F: 2 clusters Score -2797452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2777545.500000 Penalty: 3343.854736
	Iteration 0F: 3 clusters Score -2777546 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2785365.750000 Penalty: 3343.854736
	Iteration 1F: 3 clusters Score -2785366 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2785807.750000 Penalty: 3343.854736
	Iteration 2Q: 3 clusters Score -2785808 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2786275.500000 Penalty: 3343.854736
	Iteration 3Q: 3 clusters Score -2786276 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2786768.500000 Penalty: 3343.854736
	Iteration 4Q: 3 clusters Score -2786768 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2787343.250000 Penalty: 3343.854736
	Iteration 5Q: 3 clusters Score -2787343 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2788079.750000 Penalty: 3343.854736
	Iteration 6Q: 3 clusters Score -2788080 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2789128.500000 Penalty: 3343.854736
	Iteration 7F: 3 clusters Score -2789128 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2790584.250000 Penalty: 3343.854736
	Iteration 8F: 3 clusters Score -2790584 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2792093.750000 Penalty: 3343.854736
	Iteration 9F: 3 clusters Score -2792094 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2793053.250000 Penalty: 3343.854736
	Iteration 10F: 3 clusters Score -2793053 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2793511.250000 Penalty: 3343.854736
	Iteration 11Q: 3 clusters Score -2793511 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2793745.250000 Penalty: 3343.854736
	Iteration 12Q: 3 clusters Score -2793745 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2793885.750000 Penalty: 3343.854736
	Iteration 13Q: 3 clusters Score -2793886 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2794007.000000 Penalty: 3343.854736
	Iteration 14Q: 3 clusters Score -2794007 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2794101.750000 Penalty: 3343.854736
	Iteration 15Q: 3 clusters Score -2794102 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2794180.500000 Penalty: 3343.854736
	Iteration 16Q: 3 clusters Score -2794180 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2794279.250000 Penalty: 3343.854736
	Iteration 17Q: 3 clusters Score -2794279 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2794367.500000 Penalty: 3343.854736
	Iteration 18Q: 3 clusters Score -2794368 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2794449.000000 Penalty: 3343.854736
	Iteration 19Q: 3 clusters Score -2794449 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2794534.250000 Penalty: 3343.854736
	Iteration 20F: 3 clusters Score -2794534 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2794610.750000 Penalty: 3343.854736
	Iteration 21Q: 3 clusters Score -2794611 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2794684.500000 Penalty: 3343.854736
	Iteration 22Q: 3 clusters Score -2794684 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2794756.250000 Penalty: 3343.854736
	Iteration 23Q: 3 clusters Score -2794756 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2794843.500000 Penalty: 3343.854736
	Iteration 24Q: 3 clusters Score -2794844 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2794915.250000 Penalty: 3343.854736
	Iteration 25Q: 3 clusters Score -2794915 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2794995.750000 Penalty: 3343.854736
	Iteration 26Q: 3 clusters Score -2794996 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2795063.000000 Penalty: 3343.854736
	Iteration 27Q: 3 clusters Score -2795063 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2795129.250000 Penalty: 3343.854736
	Iteration 28Q: 3 clusters Score -2795129 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2795184.000000 Penalty: 3343.854736
	Iteration 29Q: 3 clusters Score -2795184 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2795227.000000 Penalty: 3343.854736
	Iteration 30Q: 3 clusters Score -2795227 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -2795293.000000 Penalty: 3343.854736
	Iteration 31Q: 3 clusters Score -2795293 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2795358.000000 Penalty: 3343.854736
	Iteration 32Q: 3 clusters Score -2795358 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2795405.250000 Penalty: 3343.854736
	Iteration 33Q: 3 clusters Score -2795405 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -2795451.750000 Penalty: 3343.854736
	Iteration 34Q: 3 clusters Score -2795452 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2795513.000000 Penalty: 3343.854736
	Iteration 35Q: 3 clusters Score -2795513 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -2795560.250000 Penalty: 3343.854736
	Iteration 36Q: 3 clusters Score -2795560 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -2795598.750000 Penalty: 3343.854736
	Iteration 37Q: 3 clusters Score -2795599 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -2795630.500000 Penalty: 3343.854736
	Iteration 38Q: 3 clusters Score -2795630 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2795652.500000 Penalty: 3343.854736
	Iteration 39Q: 3 clusters Score -2795652 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -2795709.750000 Penalty: 3343.854736
	Iteration 40F: 3 clusters Score -2795710 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -2795760.750000 Penalty: 3343.854736
	Iteration 41Q: 3 clusters Score -2795761 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -2795816.250000 Penalty: 3343.854736
	Iteration 42Q: 3 clusters Score -2795816 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -2795856.750000 Penalty: 3343.854736
	Iteration 43Q: 3 clusters Score -2795857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -2795890.000000 Penalty: 3343.854736
	Iteration 44Q: 3 clusters Score -2795890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -2795940.500000 Penalty: 3343.854736
	Iteration 45Q: 3 clusters Score -2795940 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -2795984.250000 Penalty: 3343.854736
	Iteration 46Q: 3 clusters Score -2795984 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -2796035.500000 Penalty: 3343.854736
	Iteration 47Q: 3 clusters Score -2796036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2796068.750000 Penalty: 3343.854736
	Iteration 48Q: 3 clusters Score -2796069 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2796099.250000 Penalty: 3343.854736
	Iteration 49Q: 3 clusters Score -2796099 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -2796134.000000 Penalty: 3343.854736
	Iteration 50Q: 3 clusters Score -2796134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2796159.250000 Penalty: 3343.854736
	Iteration 51Q: 3 clusters Score -2796159 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -2796175.500000 Penalty: 3343.854736
	Iteration 52Q: 3 clusters Score -2796176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -2796190.750000 Penalty: 3343.854736
	Iteration 53Q: 3 clusters Score -2796191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -2796203.500000 Penalty: 3343.854736
	Iteration 54Q: 3 clusters Score -2796204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -2796214.250000 Penalty: 3343.854736
	Iteration 55Q: 3 clusters Score -2796214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -2796214.000000 Penalty: 3343.854736
	Iteration 56Q: 3 clusters Score -2796214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -2796223.500000 Penalty: 3343.854736
	Iteration 57Q: 3 clusters Score -2796224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2796219.000000 Penalty: 3343.854736
	Iteration 58Q: 3 clusters Score -2796219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2796217.500000 Penalty: 3343.854736
	Iteration 59Q: 3 clusters Score -2796218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -2796220.500000 Penalty: 3343.854736
	Iteration 60F: 3 clusters Score -2796220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -2796223.750000 Penalty: 3343.854736
	Iteration 61Q: 3 clusters Score -2796224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -2796221.000000 Penalty: 3343.854736
	Iteration 62Q: 3 clusters Score -2796221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -2796224.750000 Penalty: 3343.854736
	Iteration 63Q: 3 clusters Score -2796225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -2796221.750000 Penalty: 3343.854736
	Iteration 64Q: 3 clusters Score -2796222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -2796225.000000 Penalty: 3343.854736
	Iteration 65Q: 3 clusters Score -2796225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -2796225.250000 Penalty: 3343.854736
	Iteration 66Q: 3 clusters Score -2796225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -2796225.250000 Penalty: 3343.854736
	Iteration 67Q: 3 clusters Score -2796225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -2796226.250000 Penalty: 3343.854736
	Iteration 68Q: 3 clusters Score -2796226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -2796227.000000 Penalty: 3343.854736
	Iteration 69Q: 3 clusters Score -2796227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -2796226.750000 Penalty: 3343.854736
	Iteration 70Q: 3 clusters Score -2796227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -2796226.750000 Penalty: 3343.854736
	Iteration 71F: 3 clusters Score -2796227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -362808.468750 Penalty: 1351.755981
	Iteration 0F: 2 clusters Score -362808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -359459.906250 Penalty: 2703.511963
	Iteration 0F: 3 clusters Score -359459.9 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -360612.875000 Penalty: 2703.511963
	Iteration 1F: 3 clusters Score -360612.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -361067.062500 Penalty: 2703.511963
	Iteration 2F: 3 clusters Score -361067.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -361382.968750 Penalty: 2703.511963
	Iteration 3F: 3 clusters Score -361383 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -361642.343750 Penalty: 2703.511963
	Iteration 4F: 3 clusters Score -361642.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -361853.125000 Penalty: 2703.511963
	Iteration 5F: 3 clusters Score -361853.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -362039.562500 Penalty: 2703.511963
	Iteration 6F: 3 clusters Score -362039.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -362173.187500 Penalty: 2703.511963
	Iteration 7Q: 3 clusters Score -362173.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -362258.656250 Penalty: 2703.511963
	Iteration 8Q: 3 clusters Score -362258.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -362315.031250 Penalty: 2703.511963
	Iteration 9Q: 3 clusters Score -362315 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -362360.062500 Penalty: 2703.511963
	Iteration 10Q: 3 clusters Score -362360.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -362390.000000 Penalty: 2703.511963
	Iteration 11Q: 3 clusters Score -362390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -362406.937500 Penalty: 2703.511963
	Iteration 12Q: 3 clusters Score -362406.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -362422.343750 Penalty: 2703.511963
	Iteration 13Q: 3 clusters Score -362422.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -362429.031250 Penalty: 2703.511963
	Iteration 14Q: 3 clusters Score -362429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -362432.031250 Penalty: 2703.511963
	Iteration 15Q: 3 clusters Score -362432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -362432.625000 Penalty: 2703.511963
	Iteration 16Q: 3 clusters Score -362432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -362434.000000 Penalty: 2703.511963
	Iteration 17Q: 3 clusters Score -362434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -362435.656250 Penalty: 2703.511963
	Iteration 18Q: 3 clusters Score -362435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -362436.187500 Penalty: 2703.511963
	Iteration 19Q: 3 clusters Score -362436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -362438.468750 Penalty: 2703.511963
	Iteration 20F: 3 clusters Score -362438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -362438.781250 Penalty: 2703.511963
	Iteration 21Q: 3 clusters Score -362438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -362439.656250 Penalty: 2703.511963
	Iteration 22Q: 3 clusters Score -362439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -362440.937500 Penalty: 2703.511963
	Iteration 23Q: 3 clusters Score -362440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -362442.343750 Penalty: 2703.511963
	Iteration 24Q: 3 clusters Score -362442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -362443.843750 Penalty: 2703.511963
	Iteration 25Q: 3 clusters Score -362443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -362444.656250 Penalty: 2703.511963
	Iteration 26Q: 3 clusters Score -362444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -362447.031250 Penalty: 2703.511963
	Iteration 27Q: 3 clusters Score -362447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -362450.718750 Penalty: 2703.511963
	Iteration 28Q: 3 clusters Score -362450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -362453.968750 Penalty: 2703.511963
	Iteration 29Q: 3 clusters Score -362454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -362454.562500 Penalty: 2703.511963
	Iteration 30Q: 3 clusters Score -362454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -362456.187500 Penalty: 2703.511963
	Iteration 31Q: 3 clusters Score -362456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -362457.968750 Penalty: 2703.511963
	Iteration 32Q: 3 clusters Score -362458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -362459.343750 Penalty: 2703.511963
	Iteration 33Q: 3 clusters Score -362459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -362460.500000 Penalty: 2703.511963
	Iteration 34Q: 3 clusters Score -362460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -362461.781250 Penalty: 2703.511963
	Iteration 35Q: 3 clusters Score -362461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -362462.937500 Penalty: 2703.511963
	Iteration 36Q: 3 clusters Score -362462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -362463.281250 Penalty: 2703.511963
	Iteration 37Q: 3 clusters Score -362463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -362463.281250 Penalty: 2703.511963
	Iteration 38F: 3 clusters Score -362463.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18273.580078 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18273.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17485.619141 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17485.62 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17754.083984 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17754.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17812.648438 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17812.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17877.828125 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -17877.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17890.787109 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -17890.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17923.388672 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -17923.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17947.714844 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -17947.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17980.023438 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -17980.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17984.767578 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -17984.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17994.755859 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -17994.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17997.173828 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -17997.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17997.173828 Penalty: 1927.979736
	Iteration 11F: 3 clusters Score -17997.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -55285.007812 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -55285.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54093.281250 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -54093.28 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54279.570312 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -54279.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54343.933594 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -54343.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54368.269531 Penalty: 2109.485107
	Iteration 3Q: 3 clusters Score -54368.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54377.464844 Penalty: 2109.485107
	Iteration 4Q: 3 clusters Score -54377.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54381.515625 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -54381.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54388.664062 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -54388.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54393.632812 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -54393.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54400.812500 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -54400.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54405.750000 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -54405.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54406.625000 Penalty: 2109.485107
	Iteration 10Q: 3 clusters Score -54406.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54406.625000 Penalty: 2109.485107
	Iteration 11F: 3 clusters Score -54406.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 172991 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12360 members 
Mstep: Class 11 contains 179784 members 
Mstep: Class 12 contains 16714 members 
Mstep: Class 13 contains 147164 members 
Mstep: Class 14 contains 125554 members 
Mstep: Class 15 contains 12223 members 
Mstep: Class 16 contains 29401 members 
Mstep: Class 17 contains 4099 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444712.000000 Penalty: 41666.851562
Iteration 79Q: 20 clusters Score -6.644471e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 172966 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 675 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12268 members 
Mstep: Class 11 contains 179759 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 147164 members 
Mstep: Class 14 contains 125477 members 
Mstep: Class 15 contains 12220 members 
Mstep: Class 16 contains 29457 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444696.000000 Penalty: 41666.851562
Iteration 80F: 20 clusters Score -6.64447e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 172934 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 7 contains 8623 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 12157 members 
Mstep: Class 11 contains 179734 members 
Mstep: Class 12 contains 16992 members 
Mstep: Class 13 contains 147173 members 
Mstep: Class 14 contains 125387 members 
Mstep: Class 15 contains 12217 members 
Mstep: Class 16 contains 29501 members 
Mstep: Class 17 contains 4075 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444740.000000 Penalty: 41666.851562
Iteration 81Q: 20 clusters Score -6.644474e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 172908 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 12045 members 
Mstep: Class 11 contains 179710 members 
Mstep: Class 12 contains 17143 members 
Mstep: Class 13 contains 147199 members 
Mstep: Class 14 contains 125301 members 
Mstep: Class 15 contains 12215 members 
Mstep: Class 16 contains 29522 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445012.000000 Penalty: 41666.851562
Iteration 82Q: 20 clusters Score -6.644501e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 172877 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 727 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 11933 members 
Mstep: Class 11 contains 179699 members 
Mstep: Class 12 contains 17314 members 
Mstep: Class 13 contains 147208 members 
Mstep: Class 14 contains 125217 members 
Mstep: Class 15 contains 12213 members 
Mstep: Class 16 contains 29544 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445088.000000 Penalty: 41666.851562
Iteration 83Q: 20 clusters Score -6.644509e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 172888 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 8700 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 11807 members 
Mstep: Class 11 contains 179676 members 
Mstep: Class 12 contains 17491 members 
Mstep: Class 13 contains 147195 members 
Mstep: Class 14 contains 125128 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 29577 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445152.000000 Penalty: 41666.851562
Iteration 84Q: 20 clusters Score -6.644515e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 172916 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 8733 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 11691 members 
Mstep: Class 11 contains 179654 members 
Mstep: Class 12 contains 17648 members 
Mstep: Class 13 contains 147183 members 
Mstep: Class 14 contains 125032 members 
Mstep: Class 15 contains 12198 members 
Mstep: Class 16 contains 29600 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445332.000000 Penalty: 41666.851562
Iteration 85Q: 20 clusters Score -6.644533e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 172903 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 8750 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 11552 members 
Mstep: Class 11 contains 179649 members 
Mstep: Class 12 contains 17859 members 
Mstep: Class 13 contains 147173 members 
Mstep: Class 14 contains 124941 members 
Mstep: Class 15 contains 12193 members 
Mstep: Class 16 contains 29630 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445388.000000 Penalty: 41666.851562
Iteration 86Q: 20 clusters Score -6.644539e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172894 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 8768 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 179628 members 
Mstep: Class 12 contains 18070 members 
Mstep: Class 13 contains 147171 members 
Mstep: Class 14 contains 124834 members 
Mstep: Class 15 contains 12187 members 
Mstep: Class 16 contains 29663 members 
Mstep: Class 17 contains 4017 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445356.000000 Penalty: 41666.851562
Iteration 87Q: 20 clusters Score -6.644536e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 172871 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 8785 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 11329 members 
Mstep: Class 11 contains 179593 members 
Mstep: Class 12 contains 18283 members 
Mstep: Class 13 contains 147154 members 
Mstep: Class 14 contains 124749 members 
Mstep: Class 15 contains 12181 members 
Mstep: Class 16 contains 29701 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445424.000000 Penalty: 41666.851562
Iteration 88Q: 20 clusters Score -6.644542e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 172878 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 8808 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 11200 members 
Mstep: Class 11 contains 179541 members 
Mstep: Class 12 contains 18507 members 
Mstep: Class 13 contains 147129 members 
Mstep: Class 14 contains 124659 members 
Mstep: Class 15 contains 12176 members 
Mstep: Class 16 contains 29741 members 
Mstep: Class 17 contains 3990 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445416.000000 Penalty: 41666.851562
Iteration 89Q: 20 clusters Score -6.644542e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 172846 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 8835 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 11053 members 
Mstep: Class 11 contains 179491 members 
Mstep: Class 12 contains 18752 members 
Mstep: Class 13 contains 147115 members 
Mstep: Class 14 contains 124581 members 
Mstep: Class 15 contains 12179 members 
Mstep: Class 16 contains 29776 members 
Mstep: Class 17 contains 3988 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445512.000000 Penalty: 41666.851562
Iteration 90Q: 20 clusters Score -6.644551e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 172822 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 8862 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 10898 members 
Mstep: Class 11 contains 179428 members 
Mstep: Class 12 contains 18996 members 
Mstep: Class 13 contains 147114 members 
Mstep: Class 14 contains 124501 members 
Mstep: Class 15 contains 12184 members 
Mstep: Class 16 contains 29807 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445656.000000 Penalty: 41666.851562
Iteration 91Q: 20 clusters Score -6.644566e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 172784 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 8887 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 10748 members 
Mstep: Class 11 contains 179410 members 
Mstep: Class 12 contains 19241 members 
Mstep: Class 13 contains 147100 members 
Mstep: Class 14 contains 124422 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 29834 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445776.000000 Penalty: 41666.851562
Iteration 92Q: 20 clusters Score -6.644578e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 172746 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 8905 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 10606 members 
Mstep: Class 11 contains 179413 members 
Mstep: Class 12 contains 19475 members 
Mstep: Class 13 contains 147059 members 
Mstep: Class 14 contains 124340 members 
Mstep: Class 15 contains 12179 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445792.000000 Penalty: 41666.851562
Iteration 93Q: 20 clusters Score -6.644579e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 172739 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 8910 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 179399 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 146995 members 
Mstep: Class 14 contains 124259 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 29905 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445928.000000 Penalty: 41666.851562
Iteration 94Q: 20 clusters Score -6.644593e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172724 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 8922 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 179388 members 
Mstep: Class 12 contains 19956 members 
Mstep: Class 13 contains 146929 members 
Mstep: Class 14 contains 124184 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 29939 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446000.000000 Penalty: 41666.851562
Iteration 95Q: 20 clusters Score -6.6446e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172704 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 8928 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 10215 members 
Mstep: Class 11 contains 179372 members 
Mstep: Class 12 contains 20201 members 
Mstep: Class 13 contains 146874 members 
Mstep: Class 14 contains 124116 members 
Mstep: Class 15 contains 12185 members 
Mstep: Class 16 contains 29970 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446040.000000 Penalty: 41666.851562
Iteration 96Q: 20 clusters Score -6.644604e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172691 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 8942 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 10082 members 
Mstep: Class 11 contains 179364 members 
Mstep: Class 12 contains 20446 members 
Mstep: Class 13 contains 146791 members 
Mstep: Class 14 contains 124069 members 
Mstep: Class 15 contains 12181 members 
Mstep: Class 16 contains 29992 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446128.000000 Penalty: 41666.851562
Iteration 97Q: 20 clusters Score -6.644613e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172668 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 8948 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 179357 members 
Mstep: Class 12 contains 20687 members 
Mstep: Class 13 contains 146706 members 
Mstep: Class 14 contains 124018 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 30013 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445996.000000 Penalty: 41666.851562
Iteration 98Q: 20 clusters Score -6.6446e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172650 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 3195 members 
Mstep: Class 7 contains 8964 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 179339 members 
Mstep: Class 12 contains 20930 members 
Mstep: Class 13 contains 146620 members 
Mstep: Class 14 contains 123977 members 
Mstep: Class 15 contains 12176 members 
Mstep: Class 16 contains 30040 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446128.000000 Penalty: 41666.851562
Iteration 99Q: 20 clusters Score -6.644613e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172626 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 729 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 9716 members 
Mstep: Class 11 contains 179334 members 
Mstep: Class 12 contains 21197 members 
Mstep: Class 13 contains 146535 members 
Mstep: Class 14 contains 123929 members 
Mstep: Class 15 contains 12172 members 
Mstep: Class 16 contains 30055 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446264.000000 Penalty: 41666.851562
Iteration 100F: 20 clusters Score -6.644626e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 172618 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 8984 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 179317 members 
Mstep: Class 12 contains 21486 members 
Mstep: Class 13 contains 146455 members 
Mstep: Class 14 contains 123868 members 
Mstep: Class 15 contains 12170 members 
Mstep: Class 16 contains 30067 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 20 clusters Score -6.644642e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 172668 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 179295 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 146363 members 
Mstep: Class 14 contains 123803 members 
Mstep: Class 15 contains 12168 members 
Mstep: Class 16 contains 30086 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 20 clusters Score -6.644634e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 172710 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 9007 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 179269 members 
Mstep: Class 12 contains 22057 members 
Mstep: Class 13 contains 146267 members 
Mstep: Class 14 contains 123736 members 
Mstep: Class 15 contains 12165 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446328.000000 Penalty: 41666.851562
Iteration 103Q: 20 clusters Score -6.644633e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172741 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 9012 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 9040 members 
Mstep: Class 11 contains 179250 members 
Mstep: Class 12 contains 22351 members 
Mstep: Class 13 contains 146177 members 
Mstep: Class 14 contains 123681 members 
Mstep: Class 15 contains 12161 members 
Mstep: Class 16 contains 30122 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446424.000000 Penalty: 41666.851562
Iteration 104Q: 20 clusters Score -6.644642e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172763 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 179225 members 
Mstep: Class 12 contains 22662 members 
Mstep: Class 13 contains 146073 members 
Mstep: Class 14 contains 123625 members 
Mstep: Class 15 contains 12160 members 
Mstep: Class 16 contains 30138 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446464.000000 Penalty: 41666.851562
Iteration 105Q: 20 clusters Score -6.644646e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172798 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 179195 members 
Mstep: Class 12 contains 22971 members 
Mstep: Class 13 contains 145963 members 
Mstep: Class 14 contains 123561 members 
Mstep: Class 15 contains 12159 members 
Mstep: Class 16 contains 30157 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446688.000000 Penalty: 41666.851562
Iteration 106Q: 20 clusters Score -6.644669e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172864 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 8542 members 
Mstep: Class 11 contains 179182 members 
Mstep: Class 12 contains 23277 members 
Mstep: Class 13 contains 145847 members 
Mstep: Class 14 contains 123475 members 
Mstep: Class 15 contains 12155 members 
Mstep: Class 16 contains 30169 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446592.000000 Penalty: 41666.851562
Iteration 107Q: 20 clusters Score -6.644659e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172902 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 8990 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 8354 members 
Mstep: Class 11 contains 179183 members 
Mstep: Class 12 contains 23611 members 
Mstep: Class 13 contains 145750 members 
Mstep: Class 14 contains 123385 members 
Mstep: Class 15 contains 12145 members 
Mstep: Class 16 contains 30186 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446700.000000 Penalty: 41666.851562
Iteration 108Q: 20 clusters Score -6.64467e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 172987 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 179161 members 
Mstep: Class 12 contains 23941 members 
Mstep: Class 13 contains 145610 members 
Mstep: Class 14 contains 123325 members 
Mstep: Class 15 contains 12141 members 
Mstep: Class 16 contains 30204 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446684.000000 Penalty: 41666.851562
Iteration 109Q: 20 clusters Score -6.644668e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 173075 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 8953 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7982 members 
Mstep: Class 11 contains 179155 members 
Mstep: Class 12 contains 24256 members 
Mstep: Class 13 contains 145463 members 
Mstep: Class 14 contains 123257 members 
Mstep: Class 15 contains 12135 members 
Mstep: Class 16 contains 30220 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446720.000000 Penalty: 41666.851562
Iteration 110Q: 20 clusters Score -6.644672e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 173180 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3306 members 
Mstep: Class 7 contains 8926 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 179162 members 
Mstep: Class 12 contains 24584 members 
Mstep: Class 13 contains 145309 members 
Mstep: Class 14 contains 123175 members 
Mstep: Class 15 contains 12129 members 
Mstep: Class 16 contains 30236 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446824.000000 Penalty: 41666.851562
Iteration 111Q: 20 clusters Score -6.644682e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 173269 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3312 members 
Mstep: Class 7 contains 8894 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 179166 members 
Mstep: Class 12 contains 24924 members 
Mstep: Class 13 contains 145142 members 
Mstep: Class 14 contains 123095 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 30272 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446936.000000 Penalty: 41666.851562
Iteration 112Q: 20 clusters Score -6.644694e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 173385 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3314 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 179180 members 
Mstep: Class 12 contains 25272 members 
Mstep: Class 13 contains 144957 members 
Mstep: Class 14 contains 123008 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 30297 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447056.000000 Penalty: 41666.851562
Iteration 113Q: 20 clusters Score -6.644706e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 173521 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 179196 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 144754 members 
Mstep: Class 14 contains 122906 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 30315 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447308.000000 Penalty: 41666.851562
Iteration 114Q: 20 clusters Score -6.644731e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 173641 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3326 members 
Mstep: Class 7 contains 8750 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7160 members 
Mstep: Class 11 contains 179222 members 
Mstep: Class 12 contains 25872 members 
Mstep: Class 13 contains 144542 members 
Mstep: Class 14 contains 122832 members 
Mstep: Class 15 contains 12118 members 
Mstep: Class 16 contains 30331 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447536.000000 Penalty: 41666.851562
Iteration 115Q: 20 clusters Score -6.644754e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 173788 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 8677 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7073 members 
Mstep: Class 11 contains 179227 members 
Mstep: Class 12 contains 26143 members 
Mstep: Class 13 contains 144340 members 
Mstep: Class 14 contains 122766 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 30340 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447788.000000 Penalty: 41666.851562
Iteration 116Q: 20 clusters Score -6.644779e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 173934 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3332 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 179237 members 
Mstep: Class 12 contains 26417 members 
Mstep: Class 13 contains 144137 members 
Mstep: Class 14 contains 122699 members 
Mstep: Class 15 contains 12104 members 
Mstep: Class 16 contains 30352 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447992.000000 Penalty: 41666.851562
Iteration 117Q: 20 clusters Score -6.644799e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 174105 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 8518 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 179255 members 
Mstep: Class 12 contains 26677 members 
Mstep: Class 13 contains 143905 members 
Mstep: Class 14 contains 122633 members 
Mstep: Class 15 contains 12098 members 
Mstep: Class 16 contains 30370 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448236.000000 Penalty: 41666.851562
Iteration 118Q: 20 clusters Score -6.644824e+07 nChanged 1047
Entering ConstructFrom: 
Score: -66448236.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (9916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Entering Unmasked Estep 
Score: -925936.687500 Penalty: 1495.309570
	Iteration 0F: 2 clusters Score -925936.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -918869.562500 Penalty: 2990.619141
	Iteration 0F: 3 clusters Score -918869.6 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -921054.500000 Penalty: 2990.619141
	Iteration 1F: 3 clusters Score -921054.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -921269.187500 Penalty: 2990.619141
	Iteration 2F: 3 clusters Score -921269.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -921430.500000 Penalty: 2990.619141
	Iteration 3Q: 3 clusters Score -921430.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -921575.125000 Penalty: 2990.619141
	Iteration 4Q: 3 clusters Score -921575.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -921745.687500 Penalty: 2990.619141
	Iteration 5Q: 3 clusters Score -921745.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -921952.187500 Penalty: 2990.619141
	Iteration 6Q: 3 clusters Score -921952.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -922220.000000 Penalty: 2990.619141
	Iteration 7Q: 3 clusters Score -922220 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -922589.187500 Penalty: 2990.619141
	Iteration 8Q: 3 clusters Score -922589.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -923031.375000 Penalty: 2990.619141
	Iteration 9F: 3 clusters Score -923031.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -923462.000000 Penalty: 2990.619141
	Iteration 10F: 3 clusters Score -923462 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -923830.250000 Penalty: 2990.619141
	Iteration 11Q: 3 clusters Score -923830.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -924056.625000 Penalty: 2990.619141
	Iteration 12Q: 3 clusters Score -924056.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -924196.812500 Penalty: 2990.619141
	Iteration 13Q: 3 clusters Score -924196.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -924284.500000 Penalty: 2990.619141
	Iteration 14Q: 3 clusters Score -924284.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -924331.187500 Penalty: 2990.619141
	Iteration 15Q: 3 clusters Score -924331.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -924361.812500 Penalty: 2990.619141
	Iteration 16Q: 3 clusters Score -924361.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -924391.000000 Penalty: 2990.619141
	Iteration 17Q: 3 clusters Score -924391 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -924417.562500 Penalty: 2990.619141
	Iteration 18Q: 3 clusters Score -924417.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -924447.687500 Penalty: 2990.619141
	Iteration 19Q: 3 clusters Score -924447.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -924489.062500 Penalty: 2990.619141
	Iteration 20F: 3 clusters Score -924489.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -924529.812500 Penalty: 2990.619141
	Iteration 21Q: 3 clusters Score -924529.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -924565.375000 Penalty: 2990.619141
	Iteration 22Q: 3 clusters Score -924565.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -924591.375000 Penalty: 2990.619141
	Iteration 23Q: 3 clusters Score -924591.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -924616.125000 Penalty: 2990.619141
	Iteration 24Q: 3 clusters Score -924616.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -924646.375000 Penalty: 2990.619141
	Iteration 25Q: 3 clusters Score -924646.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -924664.062500 Penalty: 2990.619141
	Iteration 26Q: 3 clusters Score -924664.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -924683.312500 Penalty: 2990.619141
	Iteration 27Q: 3 clusters Score -924683.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -924706.187500 Penalty: 2990.619141
	Iteration 28Q: 3 clusters Score -924706.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -924730.500000 Penalty: 2990.619141
	Iteration 29Q: 3 clusters Score -924730.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -924759.937500 Penalty: 2990.619141
	Iteration 30Q: 3 clusters Score -924759.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -924787.500000 Penalty: 2990.619141
	Iteration 31Q: 3 clusters Score -924787.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -924816.562500 Penalty: 2990.619141
	Iteration 32Q: 3 clusters Score -924816.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -924845.500000 Penalty: 2990.619141
	Iteration 33Q: 3 clusters Score -924845.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -924876.937500 Penalty: 2990.619141
	Iteration 34Q: 3 clusters Score -924876.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -924909.312500 Penalty: 2990.619141
	Iteration 35Q: 3 clusters Score -924909.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -924941.187500 Penalty: 2990.619141
	Iteration 36Q: 3 clusters Score -924941.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -924961.062500 Penalty: 2990.619141
	Iteration 37Q: 3 clusters Score -924961.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -924977.875000 Penalty: 2990.619141
	Iteration 38Q: 3 clusters Score -924977.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -924997.687500 Penalty: 2990.619141
	Iteration 39Q: 3 clusters Score -924997.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -925017.062500 Penalty: 2990.619141
	Iteration 40F: 3 clusters Score -925017.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -925034.937500 Penalty: 2990.619141
	Iteration 41Q: 3 clusters Score -925034.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -925048.812500 Penalty: 2990.619141
	Iteration 42Q: 3 clusters Score -925048.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -925059.375000 Penalty: 2990.619141
	Iteration 43Q: 3 clusters Score -925059.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -925067.562500 Penalty: 2990.619141
	Iteration 44Q: 3 clusters Score -925067.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -925075.750000 Penalty: 2990.619141
	Iteration 45Q: 3 clusters Score -925075.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -925079.687500 Penalty: 2990.619141
	Iteration 46Q: 3 clusters Score -925079.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -925081.375000 Penalty: 2990.619141
	Iteration 47Q: 3 clusters Score -925081.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -925086.375000 Penalty: 2990.619141
	Iteration 48Q: 3 clusters Score -925086.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -925087.812500 Penalty: 2990.619141
	Iteration 49Q: 3 clusters Score -925087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -925089.312500 Penalty: 2990.619141
	Iteration 50Q: 3 clusters Score -925089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -925090.125000 Penalty: 2990.619141
	Iteration 51Q: 3 clusters Score -925090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -925090.312500 Penalty: 2990.619141
	Iteration 52Q: 3 clusters Score -925090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -925092.250000 Penalty: 2990.619141
	Iteration 53Q: 3 clusters Score -925092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -925093.562500 Penalty: 2990.619141
	Iteration 54Q: 3 clusters Score -925093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -925093.187500 Penalty: 2990.619141
	Iteration 55Q: 3 clusters Score -925093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -925093.937500 Penalty: 2990.619141
	Iteration 56Q: 3 clusters Score -925093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -925095.625000 Penalty: 2990.619141
	Iteration 57Q: 3 clusters Score -925095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -925096.500000 Penalty: 2990.619141
	Iteration 58Q: 3 clusters Score -925096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -925095.625000 Penalty: 2990.619141
	Iteration 59Q: 3 clusters Score -925095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -925100.687500 Penalty: 2990.619141
	Iteration 60F: 3 clusters Score -925100.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -925099.562500 Penalty: 2990.619141
	Iteration 61Q: 3 clusters Score -925099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -925099.187500 Penalty: 2990.619141
	Iteration 62Q: 3 clusters Score -925099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -925104.187500 Penalty: 2990.619141
	Iteration 63Q: 3 clusters Score -925104.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -925107.375000 Penalty: 2990.619141
	Iteration 64Q: 3 clusters Score -925107.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -925108.000000 Penalty: 2990.619141
	Iteration 65Q: 3 clusters Score -925108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -925107.500000 Penalty: 2990.619141
	Iteration 66Q: 3 clusters Score -925107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -925111.062500 Penalty: 2990.619141
	Iteration 67Q: 3 clusters Score -925111.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -925111.312500 Penalty: 2990.619141
	Iteration 68Q: 3 clusters Score -925111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -925111.125000 Penalty: 2990.619141
	Iteration 69Q: 3 clusters Score -925111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -925111.875000 Penalty: 2990.619141
	Iteration 70Q: 3 clusters Score -925111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -925112.062500 Penalty: 2990.619141
	Iteration 71Q: 3 clusters Score -925112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -925112.062500 Penalty: 2990.619141
	Iteration 72F: 3 clusters Score -925112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (174235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174235 members 
Entering Unmasked Estep 
Score: -16298569.000000 Penalty: 1961.076050
	Iteration 0F: 2 clusters Score -1.629857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -16182812.000000 Penalty: 3922.152100
	Iteration 0F: 3 clusters Score -1.618281e+07 nChanged 83988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -16232404.000000 Penalty: 3922.152100
	Iteration 1F: 3 clusters Score -1.62324e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -16234198.000000 Penalty: 3922.152100
	Iteration 2Q: 3 clusters Score -1.62342e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -16236760.000000 Penalty: 3922.152100
	Iteration 3Q: 3 clusters Score -1.623676e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -16240828.000000 Penalty: 3922.152100
	Iteration 4Q: 3 clusters Score -1.624083e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -16247541.000000 Penalty: 3922.152100
	Iteration 5F: 3 clusters Score -1.624754e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129476 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -16257808.000000 Penalty: 3922.152100
	Iteration 6F: 3 clusters Score -1.625781e+07 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142868 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -16270224.000000 Penalty: 3922.152100
	Iteration 7F: 3 clusters Score -1.627022e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -16281640.000000 Penalty: 3922.152100
	Iteration 8F: 3 clusters Score -1.628164e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -16288808.000000 Penalty: 3922.152100
	Iteration 9Q: 3 clusters Score -1.628881e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165612 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -16292453.000000 Penalty: 3922.152100
	Iteration 10Q: 3 clusters Score -1.629245e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -16294407.000000 Penalty: 3922.152100
	Iteration 11Q: 3 clusters Score -1.629441e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169997 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -16295428.000000 Penalty: 3922.152100
	Iteration 12Q: 3 clusters Score -1.629543e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171070 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -16295939.000000 Penalty: 3922.152100
	Iteration 13Q: 3 clusters Score -1.629594e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171728 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -16296268.000000 Penalty: 3922.152100
	Iteration 14Q: 3 clusters Score -1.629627e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172156 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -16296467.000000 Penalty: 3922.152100
	Iteration 15Q: 3 clusters Score -1.629647e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172476 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -16296658.000000 Penalty: 3922.152100
	Iteration 16Q: 3 clusters Score -1.629666e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172705 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16296770.000000 Penalty: 3922.152100
	Iteration 17Q: 3 clusters Score -1.629677e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172870 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -16296868.000000 Penalty: 3922.152100
	Iteration 18Q: 3 clusters Score -1.629687e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172988 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16296893.000000 Penalty: 3922.152100
	Iteration 19Q: 3 clusters Score -1.629689e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16296928.000000 Penalty: 3922.152100
	Iteration 20F: 3 clusters Score -1.629693e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173108 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16296937.000000 Penalty: 3922.152100
	Iteration 21Q: 3 clusters Score -1.629694e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173154 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16296953.000000 Penalty: 3922.152100
	Iteration 22Q: 3 clusters Score -1.629695e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173205 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16296944.000000 Penalty: 3922.152100
	Iteration 23Q: 3 clusters Score -1.629694e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173243 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16296972.000000 Penalty: 3922.152100
	Iteration 24Q: 3 clusters Score -1.629697e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16296981.000000 Penalty: 3922.152100
	Iteration 25Q: 3 clusters Score -1.629698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173283 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16296989.000000 Penalty: 3922.152100
	Iteration 26Q: 3 clusters Score -1.629699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173306 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16297001.000000 Penalty: 3922.152100
	Iteration 27Q: 3 clusters Score -1.6297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173315 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -16297011.000000 Penalty: 3922.152100
	Iteration 28Q: 3 clusters Score -1.629701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173324 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16297009.000000 Penalty: 3922.152100
	Iteration 29Q: 3 clusters Score -1.629701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173333 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16296995.000000 Penalty: 3922.152100
	Iteration 30Q: 3 clusters Score -1.6297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173345 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16297013.000000 Penalty: 3922.152100
	Iteration 31Q: 3 clusters Score -1.629701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173360 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -16297013.000000 Penalty: 3922.152100
	Iteration 32Q: 3 clusters Score -1.629701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16297012.000000 Penalty: 3922.152100
	Iteration 33Q: 3 clusters Score -1.629701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16297013.000000 Penalty: 3922.152100
	Iteration 34Q: 3 clusters Score -1.629701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173393 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16297003.000000 Penalty: 3922.152100
	Iteration 35Q: 3 clusters Score -1.6297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173398 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16297021.000000 Penalty: 3922.152100
	Iteration 36Q: 3 clusters Score -1.629702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16297022.000000 Penalty: 3922.152100
	Iteration 37Q: 3 clusters Score -1.629702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173410 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16297025.000000 Penalty: 3922.152100
	Iteration 38Q: 3 clusters Score -1.629702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -16297037.000000 Penalty: 3922.152100
	Iteration 39Q: 3 clusters Score -1.629704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16297036.000000 Penalty: 3922.152100
	Iteration 40F: 3 clusters Score -1.629704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16297036.000000 Penalty: 3922.152100
	Iteration 41Q: 3 clusters Score -1.629704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16297047.000000 Penalty: 3922.152100
	Iteration 42Q: 3 clusters Score -1.629705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173421 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -16297046.000000 Penalty: 3922.152100
	Iteration 43Q: 3 clusters Score -1.629705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173424 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16297044.000000 Penalty: 3922.152100
	Iteration 44Q: 3 clusters Score -1.629704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173424 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16297044.000000 Penalty: 3922.152100
	Iteration 45F: 3 clusters Score -1.629704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -98627.117188 Penalty: 1152.137451
	Iteration 0F: 2 clusters Score -98627.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -97073.601562 Penalty: 2304.274902
	Iteration 0F: 3 clusters Score -97073.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -97439.375000 Penalty: 2304.274902
	Iteration 1F: 3 clusters Score -97439.38 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -97610.726562 Penalty: 2304.274902
	Iteration 2F: 3 clusters Score -97610.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -97876.476562 Penalty: 2304.274902
	Iteration 3F: 3 clusters Score -97876.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -98135.796875 Penalty: 2304.274902
	Iteration 4F: 3 clusters Score -98135.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -98260.507812 Penalty: 2304.274902
	Iteration 5F: 3 clusters Score -98260.51 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98342.726562 Penalty: 2304.274902
	Iteration 6F: 3 clusters Score -98342.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98388.867188 Penalty: 2304.274902
	Iteration 7Q: 3 clusters Score -98388.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -98420.156250 Penalty: 2304.274902
	Iteration 8Q: 3 clusters Score -98420.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98438.734375 Penalty: 2304.274902
	Iteration 9Q: 3 clusters Score -98438.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98448.906250 Penalty: 2304.274902
	Iteration 10Q: 3 clusters Score -98448.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98457.242188 Penalty: 2304.274902
	Iteration 11Q: 3 clusters Score -98457.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98468.445312 Penalty: 2304.274902
	Iteration 12Q: 3 clusters Score -98468.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98475.406250 Penalty: 2304.274902
	Iteration 13Q: 3 clusters Score -98475.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98484.140625 Penalty: 2304.274902
	Iteration 14Q: 3 clusters Score -98484.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -98489.476562 Penalty: 2304.274902
	Iteration 15Q: 3 clusters Score -98489.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98489.921875 Penalty: 2304.274902
	Iteration 16Q: 3 clusters Score -98489.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98490.695312 Penalty: 2304.274902
	Iteration 17Q: 3 clusters Score -98490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98492.695312 Penalty: 2304.274902
	Iteration 18Q: 3 clusters Score -98492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98493.953125 Penalty: 2304.274902
	Iteration 19Q: 3 clusters Score -98493.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98495.031250 Penalty: 2304.274902
	Iteration 20F: 3 clusters Score -98495.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -54814.015625 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -54814.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53666.492188 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -53666.49 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53912.386719 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -53912.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53962.757812 Penalty: 2119.680176
	Iteration 2F: 3 clusters Score -53962.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53987.628906 Penalty: 2119.680176
	Iteration 3Q: 3 clusters Score -53987.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54011.535156 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -54011.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54031.722656 Penalty: 2119.680176
	Iteration 5Q: 3 clusters Score -54031.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54044.546875 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -54044.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54053.218750 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -54053.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54077.550781 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -54077.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54104.863281 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -54104.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54119.273438 Penalty: 2119.680176
	Iteration 10Q: 3 clusters Score -54119.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -54141.316406 Penalty: 2119.680176
	Iteration 11Q: 3 clusters Score -54141.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54190.335938 Penalty: 2119.680176
	Iteration 12Q: 3 clusters Score -54190.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -54234.492188 Penalty: 2119.680176
	Iteration 13Q: 3 clusters Score -54234.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54293.390625 Penalty: 2119.680176
	Iteration 14Q: 3 clusters Score -54293.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54318.019531 Penalty: 2119.680176
	Iteration 15Q: 3 clusters Score -54318.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -54346.281250 Penalty: 2119.680176
	Iteration 16Q: 3 clusters Score -54346.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -54366.109375 Penalty: 2119.680176
	Iteration 17Q: 3 clusters Score -54366.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54380.343750 Penalty: 2119.680176
	Iteration 18Q: 3 clusters Score -54380.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54385.328125 Penalty: 2119.680176
	Iteration 19Q: 3 clusters Score -54385.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54387.777344 Penalty: 2119.680176
	Iteration 20F: 3 clusters Score -54387.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54394.847656 Penalty: 2119.680176
	Iteration 21Q: 3 clusters Score -54394.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54396.207031 Penalty: 2119.680176
	Iteration 22Q: 3 clusters Score -54396.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54396.207031 Penalty: 2119.680176
	Iteration 23F: 3 clusters Score -54396.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -46732.230469 Penalty: 1071.369751
	Iteration 0F: 2 clusters Score -46732.23 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 383 members 
Entering Unmasked Estep 
Score: -45598.578125 Penalty: 2142.739502
	Iteration 0F: 3 clusters Score -45598.58 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46012.203125 Penalty: 2142.739502
	Iteration 1F: 3 clusters Score -46012.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -46267.683594 Penalty: 2142.739502
	Iteration 2F: 3 clusters Score -46267.68 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -46517.664062 Penalty: 2142.739502
	Iteration 3F: 3 clusters Score -46517.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46731.433594 Penalty: 2142.739502
	Iteration 4F: 3 clusters Score -46731.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -46874.468750 Penalty: 2142.739502
	Iteration 5F: 3 clusters Score -46874.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -46923.695312 Penalty: 2142.739502
	Iteration 6Q: 3 clusters Score -46923.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -46936.105469 Penalty: 2142.739502
	Iteration 7Q: 3 clusters Score -46936.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -46942.152344 Penalty: 2142.739502
	Iteration 8Q: 3 clusters Score -46942.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -46943.339844 Penalty: 2142.739502
	Iteration 9Q: 3 clusters Score -46943.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46944.890625 Penalty: 2142.739502
	Iteration 10Q: 3 clusters Score -46944.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46952.488281 Penalty: 2142.739502
	Iteration 11Q: 3 clusters Score -46952.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46960.839844 Penalty: 2142.739502
	Iteration 12Q: 3 clusters Score -46960.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -46966.664062 Penalty: 2142.739502
	Iteration 13Q: 3 clusters Score -46966.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46973.015625 Penalty: 2142.739502
	Iteration 14Q: 3 clusters Score -46973.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46973.015625 Penalty: 2142.739502
	Iteration 15F: 3 clusters Score -46973.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 174235 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 8433 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6822 members 
Mstep: Class 11 contains 179267 members 
Mstep: Class 12 contains 26946 members 
Mstep: Class 13 contains 143695 members 
Mstep: Class 14 contains 122584 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 30383 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 574 members 
Entering Unmasked Estep 
Score: -66447448.000000 Penalty: 43859.843750
Splitting cluster 5 changes total score from -66448236.000000 to -66447448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -312138.437500 Penalty: 1318.139648
	Iteration 0F: 2 clusters Score -312138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -309187.031250 Penalty: 2636.279297
	Iteration 0F: 3 clusters Score -309187 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -309949.812500 Penalty: 2636.279297
	Iteration 1F: 3 clusters Score -309949.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -310073.406250 Penalty: 2636.279297
	Iteration 2F: 3 clusters Score -310073.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -310155.781250 Penalty: 2636.279297
	Iteration 3Q: 3 clusters Score -310155.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -310224.218750 Penalty: 2636.279297
	Iteration 4Q: 3 clusters Score -310224.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -310288.812500 Penalty: 2636.279297
	Iteration 5Q: 3 clusters Score -310288.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -310333.875000 Penalty: 2636.279297
	Iteration 6Q: 3 clusters Score -310333.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -310378.718750 Penalty: 2636.279297
	Iteration 7Q: 3 clusters Score -310378.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -310415.093750 Penalty: 2636.279297
	Iteration 8Q: 3 clusters Score -310415.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -310455.218750 Penalty: 2636.279297
	Iteration 9Q: 3 clusters Score -310455.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -310501.812500 Penalty: 2636.279297
	Iteration 10Q: 3 clusters Score -310501.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -310546.093750 Penalty: 2636.279297
	Iteration 11Q: 3 clusters Score -310546.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -310582.187500 Penalty: 2636.279297
	Iteration 12Q: 3 clusters Score -310582.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -310623.031250 Penalty: 2636.279297
	Iteration 13Q: 3 clusters Score -310623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -310661.562500 Penalty: 2636.279297
	Iteration 14Q: 3 clusters Score -310661.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -310689.062500 Penalty: 2636.279297
	Iteration 15Q: 3 clusters Score -310689.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -310715.718750 Penalty: 2636.279297
	Iteration 16Q: 3 clusters Score -310715.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -310743.343750 Penalty: 2636.279297
	Iteration 17Q: 3 clusters Score -310743.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -310759.250000 Penalty: 2636.279297
	Iteration 18Q: 3 clusters Score -310759.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -310765.187500 Penalty: 2636.279297
	Iteration 19Q: 3 clusters Score -310765.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -310770.718750 Penalty: 2636.279297
	Iteration 20F: 3 clusters Score -310770.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -310777.437500 Penalty: 2636.279297
	Iteration 21Q: 3 clusters Score -310777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -310781.031250 Penalty: 2636.279297
	Iteration 22Q: 3 clusters Score -310781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -310782.968750 Penalty: 2636.279297
	Iteration 23Q: 3 clusters Score -310783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -310785.593750 Penalty: 2636.279297
	Iteration 24Q: 3 clusters Score -310785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -310787.437500 Penalty: 2636.279297
	Iteration 25Q: 3 clusters Score -310787.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -310790.312500 Penalty: 2636.279297
	Iteration 26Q: 3 clusters Score -310790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -310791.500000 Penalty: 2636.279297
	Iteration 27Q: 3 clusters Score -310791.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -310793.875000 Penalty: 2636.279297
	Iteration 28Q: 3 clusters Score -310793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -310797.250000 Penalty: 2636.279297
	Iteration 29Q: 3 clusters Score -310797.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -310800.343750 Penalty: 2636.279297
	Iteration 30Q: 3 clusters Score -310800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -310806.031250 Penalty: 2636.279297
	Iteration 31Q: 3 clusters Score -310806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -310809.718750 Penalty: 2636.279297
	Iteration 32Q: 3 clusters Score -310809.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -310812.281250 Penalty: 2636.279297
	Iteration 33Q: 3 clusters Score -310812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -310814.218750 Penalty: 2636.279297
	Iteration 34Q: 3 clusters Score -310814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -310816.812500 Penalty: 2636.279297
	Iteration 35Q: 3 clusters Score -310816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -310820.375000 Penalty: 2636.279297
	Iteration 36Q: 3 clusters Score -310820.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -310824.062500 Penalty: 2636.279297
	Iteration 37Q: 3 clusters Score -310824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -310826.093750 Penalty: 2636.279297
	Iteration 38Q: 3 clusters Score -310826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -310827.656250 Penalty: 2636.279297
	Iteration 39Q: 3 clusters Score -310827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -310827.781250 Penalty: 2636.279297
	Iteration 40F: 3 clusters Score -310827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -310829.125000 Penalty: 2636.279297
	Iteration 41Q: 3 clusters Score -310829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -310829.062500 Penalty: 2636.279297
	Iteration 42Q: 3 clusters Score -310829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -310831.125000 Penalty: 2636.279297
	Iteration 43Q: 3 clusters Score -310831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -310830.937500 Penalty: 2636.279297
	Iteration 44Q: 3 clusters Score -310830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -310832.187500 Penalty: 2636.279297
	Iteration 45Q: 3 clusters Score -310832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -310831.656250 Penalty: 2636.279297
	Iteration 46Q: 3 clusters Score -310831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -310832.593750 Penalty: 2636.279297
	Iteration 47Q: 3 clusters Score -310832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -310832.093750 Penalty: 2636.279297
	Iteration 48Q: 3 clusters Score -310832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -310832.093750 Penalty: 2636.279297
	Iteration 49F: 3 clusters Score -310832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -713328.312500 Penalty: 1468.984985
	Iteration 0F: 2 clusters Score -713328.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -707215.062500 Penalty: 2937.969971
	Iteration 0F: 3 clusters Score -707215.1 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -709219.875000 Penalty: 2937.969971
	Iteration 1F: 3 clusters Score -709219.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -709708.812500 Penalty: 2937.969971
	Iteration 2F: 3 clusters Score -709708.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -710283.812500 Penalty: 2937.969971
	Iteration 3F: 3 clusters Score -710283.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -710971.250000 Penalty: 2937.969971
	Iteration 4F: 3 clusters Score -710971.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -711668.375000 Penalty: 2937.969971
	Iteration 5F: 3 clusters Score -711668.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -712260.000000 Penalty: 2937.969971
	Iteration 6F: 3 clusters Score -712260 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -712652.062500 Penalty: 2937.969971
	Iteration 7Q: 3 clusters Score -712652.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -712913.937500 Penalty: 2937.969971
	Iteration 8Q: 3 clusters Score -712913.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -713030.812500 Penalty: 2937.969971
	Iteration 9Q: 3 clusters Score -713030.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -713088.187500 Penalty: 2937.969971
	Iteration 10Q: 3 clusters Score -713088.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -713112.937500 Penalty: 2937.969971
	Iteration 11Q: 3 clusters Score -713112.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -713122.750000 Penalty: 2937.969971
	Iteration 12Q: 3 clusters Score -713122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -713126.375000 Penalty: 2937.969971
	Iteration 13Q: 3 clusters Score -713126.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -713132.000000 Penalty: 2937.969971
	Iteration 14Q: 3 clusters Score -713132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -713134.437500 Penalty: 2937.969971
	Iteration 15Q: 3 clusters Score -713134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -713134.687500 Penalty: 2937.969971
	Iteration 16Q: 3 clusters Score -713134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -713135.937500 Penalty: 2937.969971
	Iteration 17Q: 3 clusters Score -713135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -713135.937500 Penalty: 2937.969971
	Iteration 18F: 3 clusters Score -713135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -13501.169922 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -13501.17 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 89 members 
Entering Unmasked Estep 
Score: -12846.279297 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -12846.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12952.528320 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -12952.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12995.264648 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -12995.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13017.684570 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -13017.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13054.246094 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -13054.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13083.396484 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -13083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13099.659180 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -13099.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13125.663086 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -13125.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13146.937500 Penalty: 1740.890625
	Iteration 8Q: 3 clusters Score -13146.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13146.937500 Penalty: 1740.890625
	Iteration 9F: 3 clusters Score -13146.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -35190.472656 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -35190.47 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 256 members 
Entering Unmasked Estep 
Score: -34165.304688 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -34165.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34437.523438 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -34437.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34571.988281 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -34571.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34691.402344 Penalty: 2031.241943
	Iteration 3F: 3 clusters Score -34691.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34849.042969 Penalty: 2031.241943
	Iteration 4F: 3 clusters Score -34849.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35035.156250 Penalty: 2031.241943
	Iteration 5F: 3 clusters Score -35035.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35239.042969 Penalty: 2031.241943
	Iteration 6F: 3 clusters Score -35239.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35436.273438 Penalty: 2031.241943
	Iteration 7F: 3 clusters Score -35436.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35597.257812 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -35597.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35680.566406 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -35680.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35700.621094 Penalty: 2031.241943
	Iteration 10Q: 3 clusters Score -35700.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35715.074219 Penalty: 2031.241943
	Iteration 11Q: 3 clusters Score -35715.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35717.753906 Penalty: 2031.241943
	Iteration 12Q: 3 clusters Score -35717.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35717.753906 Penalty: 2031.241943
	Iteration 13F: 3 clusters Score -35717.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 174235 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 8433 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 6822 members 
Mstep: Class 11 contains 179267 members 
Mstep: Class 12 contains 26946 members 
Mstep: Class 13 contains 143695 members 
Mstep: Class 14 contains 122584 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 30383 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 305 members 
Entering Unmasked Estep 
Score: -66447736.000000 Penalty: 43859.843750
Splitting cluster 9 changes total score from -66448236.000000 to -66447736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -612490.937500 Penalty: 1434.535034
	Iteration 0F: 2 clusters Score -612490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -607344.437500 Penalty: 2869.070068
	Iteration 0F: 3 clusters Score -607344.4 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -608797.187500 Penalty: 2869.070068
	Iteration 1F: 3 clusters Score -608797.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -609008.812500 Penalty: 2869.070068
	Iteration 2F: 3 clusters Score -609008.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -609143.875000 Penalty: 2869.070068
	Iteration 3Q: 3 clusters Score -609143.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -609257.562500 Penalty: 2869.070068
	Iteration 4Q: 3 clusters Score -609257.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -609350.562500 Penalty: 2869.070068
	Iteration 5Q: 3 clusters Score -609350.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -609436.687500 Penalty: 2869.070068
	Iteration 6Q: 3 clusters Score -609436.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -609533.125000 Penalty: 2869.070068
	Iteration 7Q: 3 clusters Score -609533.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -609654.812500 Penalty: 2869.070068
	Iteration 8Q: 3 clusters Score -609654.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -609778.562500 Penalty: 2869.070068
	Iteration 9Q: 3 clusters Score -609778.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -609932.875000 Penalty: 2869.070068
	Iteration 10Q: 3 clusters Score -609932.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -610143.437500 Penalty: 2869.070068
	Iteration 11Q: 3 clusters Score -610143.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -610390.500000 Penalty: 2869.070068
	Iteration 12Q: 3 clusters Score -610390.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -610605.562500 Penalty: 2869.070068
	Iteration 13Q: 3 clusters Score -610605.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -610771.750000 Penalty: 2869.070068
	Iteration 14Q: 3 clusters Score -610771.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -610923.187500 Penalty: 2869.070068
	Iteration 15Q: 3 clusters Score -610923.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -611058.312500 Penalty: 2869.070068
	Iteration 16Q: 3 clusters Score -611058.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -611133.812500 Penalty: 2869.070068
	Iteration 17Q: 3 clusters Score -611133.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -611191.187500 Penalty: 2869.070068
	Iteration 18Q: 3 clusters Score -611191.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -611241.125000 Penalty: 2869.070068
	Iteration 19Q: 3 clusters Score -611241.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -611278.812500 Penalty: 2869.070068
	Iteration 20F: 3 clusters Score -611278.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -611299.500000 Penalty: 2869.070068
	Iteration 21Q: 3 clusters Score -611299.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -611316.500000 Penalty: 2869.070068
	Iteration 22Q: 3 clusters Score -611316.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -611334.312500 Penalty: 2869.070068
	Iteration 23Q: 3 clusters Score -611334.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -611350.125000 Penalty: 2869.070068
	Iteration 24Q: 3 clusters Score -611350.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -611358.062500 Penalty: 2869.070068
	Iteration 25Q: 3 clusters Score -611358.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -611363.937500 Penalty: 2869.070068
	Iteration 26Q: 3 clusters Score -611363.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -611368.250000 Penalty: 2869.070068
	Iteration 27Q: 3 clusters Score -611368.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -611372.437500 Penalty: 2869.070068
	Iteration 28Q: 3 clusters Score -611372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -611373.625000 Penalty: 2869.070068
	Iteration 29Q: 3 clusters Score -611373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -611374.562500 Penalty: 2869.070068
	Iteration 30Q: 3 clusters Score -611374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -611374.562500 Penalty: 2869.070068
	Iteration 31Q: 3 clusters Score -611374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -611375.687500 Penalty: 2869.070068
	Iteration 32Q: 3 clusters Score -611375.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -611375.687500 Penalty: 2869.070068
	Iteration 33F: 3 clusters Score -611375.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179267 members 
Entering Unmasked Estep 
Score: -16821622.000000 Penalty: 1965.702759
	Iteration 0F: 2 clusters Score -1.682162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -16704960.000000 Penalty: 3931.405518
	Iteration 0F: 3 clusters Score -1.670496e+07 nChanged 86450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -16755100.000000 Penalty: 3931.405518
	Iteration 1F: 3 clusters Score -1.67551e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -16756024.000000 Penalty: 3931.405518
	Iteration 2Q: 3 clusters Score -1.675602e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 96370 members 
Entering Unmasked Estep 
Score: -16757339.000000 Penalty: 3931.405518
	Iteration 3Q: 3 clusters Score -1.675734e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 99811 members 
Entering Unmasked Estep 
Score: -16759155.000000 Penalty: 3931.405518
	Iteration 4Q: 3 clusters Score -1.675916e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -16762083.000000 Penalty: 3931.405518
	Iteration 5Q: 3 clusters Score -1.676208e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 112847 members 
Entering Unmasked Estep 
Score: -16767106.000000 Penalty: 3931.405518
	Iteration 6F: 3 clusters Score -1.676711e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 123252 members 
Entering Unmasked Estep 
Score: -16775305.000000 Penalty: 3931.405518
	Iteration 7F: 3 clusters Score -1.67753e+07 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 135450 members 
Entering Unmasked Estep 
Score: -16786040.000000 Penalty: 3931.405518
	Iteration 8F: 3 clusters Score -1.678604e+07 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 147064 members 
Entering Unmasked Estep 
Score: -16796662.000000 Penalty: 3931.405518
	Iteration 9F: 3 clusters Score -1.679666e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 156246 members 
Entering Unmasked Estep 
Score: -16805886.000000 Penalty: 3931.405518
	Iteration 10F: 3 clusters Score -1.680589e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 163366 members 
Entering Unmasked Estep 
Score: -16811790.000000 Penalty: 3931.405518
	Iteration 11Q: 3 clusters Score -1.681179e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -16815720.000000 Penalty: 3931.405518
	Iteration 12Q: 3 clusters Score -1.681572e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -16817806.000000 Penalty: 3931.405518
	Iteration 13Q: 3 clusters Score -1.681781e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 174887 members 
Entering Unmasked Estep 
Score: -16818974.000000 Penalty: 3931.405518
	Iteration 14Q: 3 clusters Score -1.681897e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 176412 members 
Entering Unmasked Estep 
Score: -16819662.000000 Penalty: 3931.405518
	Iteration 15Q: 3 clusters Score -1.681966e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 177235 members 
Entering Unmasked Estep 
Score: -16819996.000000 Penalty: 3931.405518
	Iteration 16Q: 3 clusters Score -1.682e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 177705 members 
Entering Unmasked Estep 
Score: -16820230.000000 Penalty: 3931.405518
	Iteration 17Q: 3 clusters Score -1.682023e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 177973 members 
Entering Unmasked Estep 
Score: -16820322.000000 Penalty: 3931.405518
	Iteration 18Q: 3 clusters Score -1.682032e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 178141 members 
Entering Unmasked Estep 
Score: -16820384.000000 Penalty: 3931.405518
	Iteration 19Q: 3 clusters Score -1.682038e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 178232 members 
Entering Unmasked Estep 
Score: -16820398.000000 Penalty: 3931.405518
	Iteration 20F: 3 clusters Score -1.68204e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 178301 members 
Entering Unmasked Estep 
Score: -16820402.000000 Penalty: 3931.405518
	Iteration 21Q: 3 clusters Score -1.68204e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -16820416.000000 Penalty: 3931.405518
	Iteration 22Q: 3 clusters Score -1.682042e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 178372 members 
Entering Unmasked Estep 
Score: -16820442.000000 Penalty: 3931.405518
	Iteration 23Q: 3 clusters Score -1.682044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 178393 members 
Entering Unmasked Estep 
Score: -16820440.000000 Penalty: 3931.405518
	Iteration 24Q: 3 clusters Score -1.682044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 178408 members 
Entering Unmasked Estep 
Score: -16820436.000000 Penalty: 3931.405518
	Iteration 25Q: 3 clusters Score -1.682044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 178430 members 
Entering Unmasked Estep 
Score: -16820446.000000 Penalty: 3931.405518
	Iteration 26Q: 3 clusters Score -1.682045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 178448 members 
Entering Unmasked Estep 
Score: -16820434.000000 Penalty: 3931.405518
	Iteration 27Q: 3 clusters Score -1.682043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 178459 members 
Entering Unmasked Estep 
Score: -16820430.000000 Penalty: 3931.405518
	Iteration 28Q: 3 clusters Score -1.682043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 178471 members 
Entering Unmasked Estep 
Score: -16820438.000000 Penalty: 3931.405518
	Iteration 29Q: 3 clusters Score -1.682044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 178485 members 
Entering Unmasked Estep 
Score: -16820440.000000 Penalty: 3931.405518
	Iteration 30Q: 3 clusters Score -1.682044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 178494 members 
Entering Unmasked Estep 
Score: -16820430.000000 Penalty: 3931.405518
	Iteration 31Q: 3 clusters Score -1.682043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -16820430.000000 Penalty: 3931.405518
	Iteration 32Q: 3 clusters Score -1.682043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 178509 members 
Entering Unmasked Estep 
Score: -16820432.000000 Penalty: 3931.405518
	Iteration 33Q: 3 clusters Score -1.682043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178515 members 
Entering Unmasked Estep 
Score: -16820438.000000 Penalty: 3931.405518
	Iteration 34Q: 3 clusters Score -1.682044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 178520 members 
Entering Unmasked Estep 
Score: -16820422.000000 Penalty: 3931.405518
	Iteration 35Q: 3 clusters Score -1.682042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 178521 members 
Entering Unmasked Estep 
Score: -16820428.000000 Penalty: 3931.405518
	Iteration 36Q: 3 clusters Score -1.682043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 178523 members 
Entering Unmasked Estep 
Score: -16820428.000000 Penalty: 3931.405518
	Iteration 37Q: 3 clusters Score -1.682043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 178528 members 
Entering Unmasked Estep 
Score: -16820420.000000 Penalty: 3931.405518
	Iteration 38Q: 3 clusters Score -1.682042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 178531 members 
Entering Unmasked Estep 
Score: -16820410.000000 Penalty: 3931.405518
	Iteration 39Q: 3 clusters Score -1.682041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 178536 members 
Entering Unmasked Estep 
Score: -16820414.000000 Penalty: 3931.405518
	Iteration 40F: 3 clusters Score -1.682041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 178535 members 
Entering Unmasked Estep 
Score: -16820408.000000 Penalty: 3931.405518
	Iteration 41Q: 3 clusters Score -1.682041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 178536 members 
Entering Unmasked Estep 
Score: -16820408.000000 Penalty: 3931.405518
	Iteration 42Q: 3 clusters Score -1.682041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 178537 members 
Entering Unmasked Estep 
Score: -16820412.000000 Penalty: 3931.405518
	Iteration 43Q: 3 clusters Score -1.682041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 178537 members 
Entering Unmasked Estep 
Score: -16820412.000000 Penalty: 3931.405518
	Iteration 44F: 3 clusters Score -1.682041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Entering Unmasked Estep 
Score: -2455486.750000 Penalty: 1657.758423
	Iteration 0F: 2 clusters Score -2455487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2437272.000000 Penalty: 3315.516846
	Iteration 0F: 3 clusters Score -2437272 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2444458.000000 Penalty: 3315.516846
	Iteration 1F: 3 clusters Score -2444458 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2445325.750000 Penalty: 3315.516846
	Iteration 2F: 3 clusters Score -2445326 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2446535.000000 Penalty: 3315.516846
	Iteration 3F: 3 clusters Score -2446535 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2448104.500000 Penalty: 3315.516846
	Iteration 4F: 3 clusters Score -2448104 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2449839.500000 Penalty: 3315.516846
	Iteration 5F: 3 clusters Score -2449840 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2451410.500000 Penalty: 3315.516846
	Iteration 6F: 3 clusters Score -2451410 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2452501.250000 Penalty: 3315.516846
	Iteration 7Q: 3 clusters Score -2452501 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2453076.250000 Penalty: 3315.516846
	Iteration 8Q: 3 clusters Score -2453076 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2453503.750000 Penalty: 3315.516846
	Iteration 9Q: 3 clusters Score -2453504 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2453851.000000 Penalty: 3315.516846
	Iteration 10Q: 3 clusters Score -2453851 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2454073.750000 Penalty: 3315.516846
	Iteration 11Q: 3 clusters Score -2454074 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2454233.500000 Penalty: 3315.516846
	Iteration 12Q: 3 clusters Score -2454234 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2454320.500000 Penalty: 3315.516846
	Iteration 13Q: 3 clusters Score -2454320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2454377.000000 Penalty: 3315.516846
	Iteration 14Q: 3 clusters Score -2454377 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2454402.000000 Penalty: 3315.516846
	Iteration 15Q: 3 clusters Score -2454402 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2454423.500000 Penalty: 3315.516846
	Iteration 16Q: 3 clusters Score -2454424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2454436.750000 Penalty: 3315.516846
	Iteration 17Q: 3 clusters Score -2454437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2454451.000000 Penalty: 3315.516846
	Iteration 18Q: 3 clusters Score -2454451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2454458.750000 Penalty: 3315.516846
	Iteration 19Q: 3 clusters Score -2454459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2454463.250000 Penalty: 3315.516846
	Iteration 20F: 3 clusters Score -2454463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2454471.000000 Penalty: 3315.516846
	Iteration 21Q: 3 clusters Score -2454471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2454469.750000 Penalty: 3315.516846
	Iteration 22Q: 3 clusters Score -2454470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2454475.500000 Penalty: 3315.516846
	Iteration 23Q: 3 clusters Score -2454476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2454473.750000 Penalty: 3315.516846
	Iteration 24Q: 3 clusters Score -2454474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2454478.500000 Penalty: 3315.516846
	Iteration 25Q: 3 clusters Score -2454478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2454477.000000 Penalty: 3315.516846
	Iteration 26Q: 3 clusters Score -2454477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2454486.750000 Penalty: 3315.516846
	Iteration 27Q: 3 clusters Score -2454487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2454488.500000 Penalty: 3315.516846
	Iteration 28Q: 3 clusters Score -2454488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2454485.250000 Penalty: 3315.516846
	Iteration 29Q: 3 clusters Score -2454485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2454486.500000 Penalty: 3315.516846
	Iteration 30Q: 3 clusters Score -2454486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2454486.750000 Penalty: 3315.516846
	Iteration 31Q: 3 clusters Score -2454487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2454490.000000 Penalty: 3315.516846
	Iteration 32Q: 3 clusters Score -2454490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2454492.000000 Penalty: 3315.516846
	Iteration 33Q: 3 clusters Score -2454492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2454492.250000 Penalty: 3315.516846
	Iteration 34Q: 3 clusters Score -2454492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2454490.500000 Penalty: 3315.516846
	Iteration 35Q: 3 clusters Score -2454490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2454492.750000 Penalty: 3315.516846
	Iteration 36Q: 3 clusters Score -2454493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2454491.250000 Penalty: 3315.516846
	Iteration 37Q: 3 clusters Score -2454491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2454492.500000 Penalty: 3315.516846
	Iteration 38Q: 3 clusters Score -2454492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2454492.500000 Penalty: 3315.516846
	Iteration 39F: 3 clusters Score -2454492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Entering Unmasked Estep 
Score: -13462552.000000 Penalty: 1929.760376
	Iteration 0F: 2 clusters Score -1.346255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -13366532.000000 Penalty: 3859.520752
	Iteration 0F: 3 clusters Score -1.336653e+07 nChanged 69220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -13407287.000000 Penalty: 3859.520752
	Iteration 1F: 3 clusters Score -1.340729e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 73644 members 
Entering Unmasked Estep 
Score: -13408185.000000 Penalty: 3859.520752
	Iteration 2Q: 3 clusters Score -1.340818e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -13409533.000000 Penalty: 3859.520752
	Iteration 3Q: 3 clusters Score -1.340953e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -13411397.000000 Penalty: 3859.520752
	Iteration 4Q: 3 clusters Score -1.34114e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -13414272.000000 Penalty: 3859.520752
	Iteration 5Q: 3 clusters Score -1.341427e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -13418955.000000 Penalty: 3859.520752
	Iteration 6F: 3 clusters Score -1.341896e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -13426275.000000 Penalty: 3859.520752
	Iteration 7F: 3 clusters Score -1.342628e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -13436310.000000 Penalty: 3859.520752
	Iteration 8F: 3 clusters Score -1.343631e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 104457 members 
Entering Unmasked Estep 
Score: -13444849.000000 Penalty: 3859.520752
	Iteration 9F: 3 clusters Score -1.344485e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -13448887.000000 Penalty: 3859.520752
	Iteration 10Q: 3 clusters Score -1.344889e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 109798 members 
Entering Unmasked Estep 
Score: -13450212.000000 Penalty: 3859.520752
	Iteration 11Q: 3 clusters Score -1.345021e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 111679 members 
Entering Unmasked Estep 
Score: -13451048.000000 Penalty: 3859.520752
	Iteration 12Q: 3 clusters Score -1.345105e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -13451731.000000 Penalty: 3859.520752
	Iteration 13Q: 3 clusters Score -1.345173e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 115153 members 
Entering Unmasked Estep 
Score: -13452223.000000 Penalty: 3859.520752
	Iteration 14Q: 3 clusters Score -1.345222e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 116725 members 
Entering Unmasked Estep 
Score: -13452809.000000 Penalty: 3859.520752
	Iteration 15Q: 3 clusters Score -1.345281e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 118251 members 
Entering Unmasked Estep 
Score: -13453262.000000 Penalty: 3859.520752
	Iteration 16Q: 3 clusters Score -1.345326e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 119714 members 
Entering Unmasked Estep 
Score: -13453798.000000 Penalty: 3859.520752
	Iteration 17Q: 3 clusters Score -1.34538e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 121122 members 
Entering Unmasked Estep 
Score: -13454321.000000 Penalty: 3859.520752
	Iteration 18Q: 3 clusters Score -1.345432e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 122465 members 
Entering Unmasked Estep 
Score: -13454757.000000 Penalty: 3859.520752
	Iteration 19Q: 3 clusters Score -1.345476e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -13455170.000000 Penalty: 3859.520752
	Iteration 20F: 3 clusters Score -1.345517e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -13455511.000000 Penalty: 3859.520752
	Iteration 21Q: 3 clusters Score -1.345551e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -13455961.000000 Penalty: 3859.520752
	Iteration 22Q: 3 clusters Score -1.345596e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 127555 members 
Entering Unmasked Estep 
Score: -13456424.000000 Penalty: 3859.520752
	Iteration 23Q: 3 clusters Score -1.345642e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 128769 members 
Entering Unmasked Estep 
Score: -13456823.000000 Penalty: 3859.520752
	Iteration 24Q: 3 clusters Score -1.345682e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -13457249.000000 Penalty: 3859.520752
	Iteration 25Q: 3 clusters Score -1.345725e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 130960 members 
Entering Unmasked Estep 
Score: -13457545.000000 Penalty: 3859.520752
	Iteration 26Q: 3 clusters Score -1.345754e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 131971 members 
Entering Unmasked Estep 
Score: -13457872.000000 Penalty: 3859.520752
	Iteration 27Q: 3 clusters Score -1.345787e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 132890 members 
Entering Unmasked Estep 
Score: -13458165.000000 Penalty: 3859.520752
	Iteration 28Q: 3 clusters Score -1.345816e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -13458443.000000 Penalty: 3859.520752
	Iteration 29Q: 3 clusters Score -1.345844e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 134548 members 
Entering Unmasked Estep 
Score: -13458753.000000 Penalty: 3859.520752
	Iteration 30Q: 3 clusters Score -1.345875e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 135262 members 
Entering Unmasked Estep 
Score: -13459047.000000 Penalty: 3859.520752
	Iteration 31Q: 3 clusters Score -1.345905e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 135942 members 
Entering Unmasked Estep 
Score: -13459283.000000 Penalty: 3859.520752
	Iteration 32Q: 3 clusters Score -1.345928e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 136571 members 
Entering Unmasked Estep 
Score: -13459561.000000 Penalty: 3859.520752
	Iteration 33Q: 3 clusters Score -1.345956e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 137140 members 
Entering Unmasked Estep 
Score: -13459716.000000 Penalty: 3859.520752
	Iteration 34Q: 3 clusters Score -1.345972e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 137650 members 
Entering Unmasked Estep 
Score: -13459961.000000 Penalty: 3859.520752
	Iteration 35Q: 3 clusters Score -1.345996e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 138108 members 
Entering Unmasked Estep 
Score: -13460094.000000 Penalty: 3859.520752
	Iteration 36Q: 3 clusters Score -1.346009e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 138562 members 
Entering Unmasked Estep 
Score: -13460310.000000 Penalty: 3859.520752
	Iteration 37Q: 3 clusters Score -1.346031e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -13460442.000000 Penalty: 3859.520752
	Iteration 38Q: 3 clusters Score -1.346044e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -13460574.000000 Penalty: 3859.520752
	Iteration 39Q: 3 clusters Score -1.346057e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 139636 members 
Entering Unmasked Estep 
Score: -13460654.000000 Penalty: 3859.520752
	Iteration 40F: 3 clusters Score -1.346065e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 139897 members 
Entering Unmasked Estep 
Score: -13460707.000000 Penalty: 3859.520752
	Iteration 41Q: 3 clusters Score -1.346071e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 140127 members 
Entering Unmasked Estep 
Score: -13460822.000000 Penalty: 3859.520752
	Iteration 42Q: 3 clusters Score -1.346082e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -13460922.000000 Penalty: 3859.520752
	Iteration 43Q: 3 clusters Score -1.346092e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 140525 members 
Entering Unmasked Estep 
Score: -13460940.000000 Penalty: 3859.520752
	Iteration 44Q: 3 clusters Score -1.346094e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 140684 members 
Entering Unmasked Estep 
Score: -13460968.000000 Penalty: 3859.520752
	Iteration 45Q: 3 clusters Score -1.346097e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
Score: -13461030.000000 Penalty: 3859.520752
	Iteration 46Q: 3 clusters Score -1.346103e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 140974 members 
Entering Unmasked Estep 
Score: -13461068.000000 Penalty: 3859.520752
	Iteration 47Q: 3 clusters Score -1.346107e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 141092 members 
Entering Unmasked Estep 
Score: -13461073.000000 Penalty: 3859.520752
	Iteration 48Q: 3 clusters Score -1.346107e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 141191 members 
Entering Unmasked Estep 
Score: -13461103.000000 Penalty: 3859.520752
	Iteration 49Q: 3 clusters Score -1.34611e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 141280 members 
Entering Unmasked Estep 
Score: -13461131.000000 Penalty: 3859.520752
	Iteration 50Q: 3 clusters Score -1.346113e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 141356 members 
Entering Unmasked Estep 
Score: -13461163.000000 Penalty: 3859.520752
	Iteration 51Q: 3 clusters Score -1.346116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 141422 members 
Entering Unmasked Estep 
Score: -13461175.000000 Penalty: 3859.520752
	Iteration 52Q: 3 clusters Score -1.346118e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 141482 members 
Entering Unmasked Estep 
Score: -13461163.000000 Penalty: 3859.520752
	Iteration 53Q: 3 clusters Score -1.346116e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -13461154.000000 Penalty: 3859.520752
	Iteration 54Q: 3 clusters Score -1.346115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 141573 members 
Entering Unmasked Estep 
Score: -13461159.000000 Penalty: 3859.520752
	Iteration 55Q: 3 clusters Score -1.346116e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -13461153.000000 Penalty: 3859.520752
	Iteration 56Q: 3 clusters Score -1.346115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 141638 members 
Entering Unmasked Estep 
Score: -13461183.000000 Penalty: 3859.520752
	Iteration 57Q: 3 clusters Score -1.346118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 141667 members 
Entering Unmasked Estep 
Score: -13461204.000000 Penalty: 3859.520752
	Iteration 58Q: 3 clusters Score -1.34612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 141684 members 
Entering Unmasked Estep 
Score: -13461203.000000 Penalty: 3859.520752
	Iteration 59Q: 3 clusters Score -1.34612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 141702 members 
Entering Unmasked Estep 
Score: -13461200.000000 Penalty: 3859.520752
	Iteration 60F: 3 clusters Score -1.34612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -13461211.000000 Penalty: 3859.520752
	Iteration 61Q: 3 clusters Score -1.346121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 141736 members 
Entering Unmasked Estep 
Score: -13461209.000000 Penalty: 3859.520752
	Iteration 62Q: 3 clusters Score -1.346121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 141746 members 
Entering Unmasked Estep 
Score: -13461194.000000 Penalty: 3859.520752
	Iteration 63Q: 3 clusters Score -1.346119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 141754 members 
Entering Unmasked Estep 
Score: -13461203.000000 Penalty: 3859.520752
	Iteration 64Q: 3 clusters Score -1.34612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 141765 members 
Entering Unmasked Estep 
Score: -13461202.000000 Penalty: 3859.520752
	Iteration 65Q: 3 clusters Score -1.34612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 141780 members 
Entering Unmasked Estep 
Score: -13461199.000000 Penalty: 3859.520752
	Iteration 66Q: 3 clusters Score -1.34612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -13461202.000000 Penalty: 3859.520752
	Iteration 67Q: 3 clusters Score -1.34612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -13461199.000000 Penalty: 3859.520752
	Iteration 68Q: 3 clusters Score -1.34612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 141806 members 
Entering Unmasked Estep 
Score: -13461194.000000 Penalty: 3859.520752
	Iteration 69Q: 3 clusters Score -1.346119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -13461190.000000 Penalty: 3859.520752
	Iteration 70Q: 3 clusters Score -1.346119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -13461190.000000 Penalty: 3859.520752
	Iteration 71F: 3 clusters Score -1.346119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (122584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Entering Unmasked Estep 
Score: -11522021.000000 Penalty: 1903.939697
	Iteration 0F: 2 clusters Score -1.152202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -11440295.000000 Penalty: 3807.879395
	Iteration 0F: 3 clusters Score -1.14403e+07 nChanged 58947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -11475279.000000 Penalty: 3807.879395
	Iteration 1F: 3 clusters Score -1.147528e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -11476648.000000 Penalty: 3807.879395
	Iteration 2Q: 3 clusters Score -1.147665e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -11478598.000000 Penalty: 3807.879395
	Iteration 3Q: 3 clusters Score -1.14786e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -11481618.000000 Penalty: 3807.879395
	Iteration 4F: 3 clusters Score -1.148162e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -11486711.000000 Penalty: 3807.879395
	Iteration 5F: 3 clusters Score -1.148671e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -11494169.000000 Penalty: 3807.879395
	Iteration 6F: 3 clusters Score -1.149417e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -11503268.000000 Penalty: 3807.879395
	Iteration 7F: 3 clusters Score -1.150327e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111143 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -11510828.000000 Penalty: 3807.879395
	Iteration 8F: 3 clusters Score -1.151083e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -11515555.000000 Penalty: 3807.879395
	Iteration 9Q: 3 clusters Score -1.151556e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118844 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -11518010.000000 Penalty: 3807.879395
	Iteration 10Q: 3 clusters Score -1.151801e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120158 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -11519145.000000 Penalty: 3807.879395
	Iteration 11Q: 3 clusters Score -1.151914e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120851 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -11519728.000000 Penalty: 3807.879395
	Iteration 12Q: 3 clusters Score -1.151973e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11519998.000000 Penalty: 3807.879395
	Iteration 13Q: 3 clusters Score -1.152e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121430 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11520235.000000 Penalty: 3807.879395
	Iteration 14Q: 3 clusters Score -1.152024e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121541 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11520291.000000 Penalty: 3807.879395
	Iteration 15Q: 3 clusters Score -1.152029e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121634 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11520324.000000 Penalty: 3807.879395
	Iteration 16Q: 3 clusters Score -1.152032e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121703 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11520366.000000 Penalty: 3807.879395
	Iteration 17Q: 3 clusters Score -1.152037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11520395.000000 Penalty: 3807.879395
	Iteration 18Q: 3 clusters Score -1.15204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121782 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11520418.000000 Penalty: 3807.879395
	Iteration 19Q: 3 clusters Score -1.152042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121806 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11520433.000000 Penalty: 3807.879395
	Iteration 20F: 3 clusters Score -1.152043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121829 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11520449.000000 Penalty: 3807.879395
	Iteration 21Q: 3 clusters Score -1.152045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11520475.000000 Penalty: 3807.879395
	Iteration 22Q: 3 clusters Score -1.152048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11520482.000000 Penalty: 3807.879395
	Iteration 23Q: 3 clusters Score -1.152048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121863 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11520474.000000 Penalty: 3807.879395
	Iteration 24Q: 3 clusters Score -1.152047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121865 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11520482.000000 Penalty: 3807.879395
	Iteration 25Q: 3 clusters Score -1.152048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11520476.000000 Penalty: 3807.879395
	Iteration 26Q: 3 clusters Score -1.152048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121872 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11520482.000000 Penalty: 3807.879395
	Iteration 27Q: 3 clusters Score -1.152048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121877 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11520480.000000 Penalty: 3807.879395
	Iteration 28Q: 3 clusters Score -1.152048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121879 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11520486.000000 Penalty: 3807.879395
	Iteration 29Q: 3 clusters Score -1.152049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121880 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11520483.000000 Penalty: 3807.879395
	Iteration 30Q: 3 clusters Score -1.152048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121882 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11520490.000000 Penalty: 3807.879395
	Iteration 31Q: 3 clusters Score -1.152049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121882 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11520490.000000 Penalty: 3807.879395
	Iteration 32F: 3 clusters Score -1.152049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Entering Unmasked Estep 
Score: -1147397.250000 Penalty: 1527.575562
	Iteration 0F: 2 clusters Score -1147397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1138819.750000 Penalty: 3055.151123
	Iteration 0F: 3 clusters Score -1138820 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1141709.500000 Penalty: 3055.151123
	Iteration 1F: 3 clusters Score -1141710 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1142189.250000 Penalty: 3055.151123
	Iteration 2F: 3 clusters Score -1142189 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1142734.375000 Penalty: 3055.151123
	Iteration 3F: 3 clusters Score -1142734 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1143318.125000 Penalty: 3055.151123
	Iteration 4F: 3 clusters Score -1143318 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1143978.375000 Penalty: 3055.151123
	Iteration 5F: 3 clusters Score -1143978 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1144628.625000 Penalty: 3055.151123
	Iteration 6F: 3 clusters Score -1144629 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1145164.500000 Penalty: 3055.151123
	Iteration 7F: 3 clusters Score -1145164 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1145506.000000 Penalty: 3055.151123
	Iteration 8Q: 3 clusters Score -1145506 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1145727.000000 Penalty: 3055.151123
	Iteration 9Q: 3 clusters Score -1145727 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1145854.875000 Penalty: 3055.151123
	Iteration 10Q: 3 clusters Score -1145855 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1145935.125000 Penalty: 3055.151123
	Iteration 11Q: 3 clusters Score -1145935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1145984.375000 Penalty: 3055.151123
	Iteration 12Q: 3 clusters Score -1145984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1146007.500000 Penalty: 3055.151123
	Iteration 13Q: 3 clusters Score -1146008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1146026.250000 Penalty: 3055.151123
	Iteration 14Q: 3 clusters Score -1146026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1146035.375000 Penalty: 3055.151123
	Iteration 15Q: 3 clusters Score -1146035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1146053.000000 Penalty: 3055.151123
	Iteration 16Q: 3 clusters Score -1146053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1146066.625000 Penalty: 3055.151123
	Iteration 17Q: 3 clusters Score -1146067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1146071.000000 Penalty: 3055.151123
	Iteration 18Q: 3 clusters Score -1146071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1146082.000000 Penalty: 3055.151123
	Iteration 19Q: 3 clusters Score -1146082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1146093.875000 Penalty: 3055.151123
	Iteration 20F: 3 clusters Score -1146094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1146098.000000 Penalty: 3055.151123
	Iteration 21Q: 3 clusters Score -1146098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1146105.375000 Penalty: 3055.151123
	Iteration 22Q: 3 clusters Score -1146105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1146108.875000 Penalty: 3055.151123
	Iteration 23Q: 3 clusters Score -1146109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1146106.250000 Penalty: 3055.151123
	Iteration 24Q: 3 clusters Score -1146106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1146112.625000 Penalty: 3055.151123
	Iteration 25Q: 3 clusters Score -1146113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1146113.875000 Penalty: 3055.151123
	Iteration 26Q: 3 clusters Score -1146114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1146112.625000 Penalty: 3055.151123
	Iteration 27Q: 3 clusters Score -1146113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1146114.375000 Penalty: 3055.151123
	Iteration 28Q: 3 clusters Score -1146114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1146116.000000 Penalty: 3055.151123
	Iteration 29Q: 3 clusters Score -1146116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1146114.750000 Penalty: 3055.151123
	Iteration 30Q: 3 clusters Score -1146115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1146116.250000 Penalty: 3055.151123
	Iteration 31Q: 3 clusters Score -1146116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1146119.375000 Penalty: 3055.151123
	Iteration 32Q: 3 clusters Score -1146119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1146119.625000 Penalty: 3055.151123
	Iteration 33Q: 3 clusters Score -1146120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1146121.875000 Penalty: 3055.151123
	Iteration 34Q: 3 clusters Score -1146122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1146124.625000 Penalty: 3055.151123
	Iteration 35Q: 3 clusters Score -1146125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1146125.125000 Penalty: 3055.151123
	Iteration 36Q: 3 clusters Score -1146125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1146129.625000 Penalty: 3055.151123
	Iteration 37Q: 3 clusters Score -1146130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1146130.125000 Penalty: 3055.151123
	Iteration 38Q: 3 clusters Score -1146130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1146135.125000 Penalty: 3055.151123
	Iteration 39Q: 3 clusters Score -1146135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1146135.250000 Penalty: 3055.151123
	Iteration 40F: 3 clusters Score -1146135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1146135.375000 Penalty: 3055.151123
	Iteration 41Q: 3 clusters Score -1146135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1146137.250000 Penalty: 3055.151123
	Iteration 42Q: 3 clusters Score -1146137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1146139.375000 Penalty: 3055.151123
	Iteration 43Q: 3 clusters Score -1146139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1146142.500000 Penalty: 3055.151123
	Iteration 44Q: 3 clusters Score -1146142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1146143.750000 Penalty: 3055.151123
	Iteration 45Q: 3 clusters Score -1146144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1146145.000000 Penalty: 3055.151123
	Iteration 46Q: 3 clusters Score -1146145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1146148.625000 Penalty: 3055.151123
	Iteration 47Q: 3 clusters Score -1146149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1146151.000000 Penalty: 3055.151123
	Iteration 48Q: 3 clusters Score -1146151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1146152.375000 Penalty: 3055.151123
	Iteration 49Q: 3 clusters Score -1146152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1146156.250000 Penalty: 3055.151123
	Iteration 50Q: 3 clusters Score -1146156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1146161.875000 Penalty: 3055.151123
	Iteration 51Q: 3 clusters Score -1146162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1146162.750000 Penalty: 3055.151123
	Iteration 52Q: 3 clusters Score -1146163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1146163.875000 Penalty: 3055.151123
	Iteration 53Q: 3 clusters Score -1146164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1146164.250000 Penalty: 3055.151123
	Iteration 54Q: 3 clusters Score -1146164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1146164.875000 Penalty: 3055.151123
	Iteration 55Q: 3 clusters Score -1146165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1146166.250000 Penalty: 3055.151123
	Iteration 56Q: 3 clusters Score -1146166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1146166.000000 Penalty: 3055.151123
	Iteration 57Q: 3 clusters Score -1146166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1146167.750000 Penalty: 3055.151123
	Iteration 58Q: 3 clusters Score -1146168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1146169.500000 Penalty: 3055.151123
	Iteration 59Q: 3 clusters Score -1146170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1146169.000000 Penalty: 3055.151123
	Iteration 60F: 3 clusters Score -1146169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1146168.875000 Penalty: 3055.151123
	Iteration 61Q: 3 clusters Score -1146169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1146167.750000 Penalty: 3055.151123
	Iteration 62Q: 3 clusters Score -1146168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1146168.250000 Penalty: 3055.151123
	Iteration 63Q: 3 clusters Score -1146168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1146168.125000 Penalty: 3055.151123
	Iteration 64Q: 3 clusters Score -1146168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1146168.125000 Penalty: 3055.151123
	Iteration 65F: 3 clusters Score -1146168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Entering Unmasked Estep 
Score: -2889369.000000 Penalty: 1677.266235
	Iteration 0F: 2 clusters Score -2889369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2868838.250000 Penalty: 3354.532471
	Iteration 0F: 3 clusters Score -2868838 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2876706.750000 Penalty: 3354.532471
	Iteration 1F: 3 clusters Score -2876707 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2877151.250000 Penalty: 3354.532471
	Iteration 2Q: 3 clusters Score -2877151 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2877678.750000 Penalty: 3354.532471
	Iteration 3Q: 3 clusters Score -2877679 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2878402.000000 Penalty: 3354.532471
	Iteration 4Q: 3 clusters Score -2878402 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2879440.000000 Penalty: 3354.532471
	Iteration 5F: 3 clusters Score -2879440 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2880904.000000 Penalty: 3354.532471
	Iteration 6F: 3 clusters Score -2880904 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2882661.500000 Penalty: 3354.532471
	Iteration 7F: 3 clusters Score -2882662 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2884422.000000 Penalty: 3354.532471
	Iteration 8F: 3 clusters Score -2884422 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2885822.000000 Penalty: 3354.532471
	Iteration 9F: 3 clusters Score -2885822 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2886742.000000 Penalty: 3354.532471
	Iteration 10Q: 3 clusters Score -2886742 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2887289.250000 Penalty: 3354.532471
	Iteration 11Q: 3 clusters Score -2887289 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2887555.000000 Penalty: 3354.532471
	Iteration 12Q: 3 clusters Score -2887555 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2887692.000000 Penalty: 3354.532471
	Iteration 13Q: 3 clusters Score -2887692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2887779.750000 Penalty: 3354.532471
	Iteration 14Q: 3 clusters Score -2887780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2887827.250000 Penalty: 3354.532471
	Iteration 15Q: 3 clusters Score -2887827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2887857.500000 Penalty: 3354.532471
	Iteration 16Q: 3 clusters Score -2887858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2887865.250000 Penalty: 3354.532471
	Iteration 17Q: 3 clusters Score -2887865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2887875.750000 Penalty: 3354.532471
	Iteration 18Q: 3 clusters Score -2887876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2887886.250000 Penalty: 3354.532471
	Iteration 19Q: 3 clusters Score -2887886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2887896.000000 Penalty: 3354.532471
	Iteration 20F: 3 clusters Score -2887896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2887901.000000 Penalty: 3354.532471
	Iteration 21Q: 3 clusters Score -2887901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2887905.000000 Penalty: 3354.532471
	Iteration 22Q: 3 clusters Score -2887905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2887910.750000 Penalty: 3354.532471
	Iteration 23Q: 3 clusters Score -2887911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2887913.500000 Penalty: 3354.532471
	Iteration 24Q: 3 clusters Score -2887914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2887916.250000 Penalty: 3354.532471
	Iteration 25Q: 3 clusters Score -2887916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2887916.250000 Penalty: 3354.532471
	Iteration 26Q: 3 clusters Score -2887916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2887916.250000 Penalty: 3354.532471
	Iteration 27F: 3 clusters Score -2887916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -345383.937500 Penalty: 1343.793823
	Iteration 0F: 2 clusters Score -345383.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -342169.656250 Penalty: 2687.587646
	Iteration 0F: 3 clusters Score -342169.7 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -343099.687500 Penalty: 2687.587646
	Iteration 1F: 3 clusters Score -343099.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -343480.125000 Penalty: 2687.587646
	Iteration 2F: 3 clusters Score -343480.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -343900.218750 Penalty: 2687.587646
	Iteration 3F: 3 clusters Score -343900.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -344275.500000 Penalty: 2687.587646
	Iteration 4F: 3 clusters Score -344275.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -344541.750000 Penalty: 2687.587646
	Iteration 5F: 3 clusters Score -344541.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -344751.156250 Penalty: 2687.587646
	Iteration 6F: 3 clusters Score -344751.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -344871.062500 Penalty: 2687.587646
	Iteration 7Q: 3 clusters Score -344871.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -344935.531250 Penalty: 2687.587646
	Iteration 8Q: 3 clusters Score -344935.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -344967.812500 Penalty: 2687.587646
	Iteration 9Q: 3 clusters Score -344967.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -344981.968750 Penalty: 2687.587646
	Iteration 10Q: 3 clusters Score -344982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -344992.843750 Penalty: 2687.587646
	Iteration 11Q: 3 clusters Score -344992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -344996.250000 Penalty: 2687.587646
	Iteration 12Q: 3 clusters Score -344996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -344998.812500 Penalty: 2687.587646
	Iteration 13Q: 3 clusters Score -344998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -345002.968750 Penalty: 2687.587646
	Iteration 14Q: 3 clusters Score -345003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -345006.187500 Penalty: 2687.587646
	Iteration 15Q: 3 clusters Score -345006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -345006.687500 Penalty: 2687.587646
	Iteration 16Q: 3 clusters Score -345006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -345007.468750 Penalty: 2687.587646
	Iteration 17Q: 3 clusters Score -345007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -345007.468750 Penalty: 2687.587646
	Iteration 18F: 3 clusters Score -345007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -17923.253906 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -17923.25 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 176 members 
Entering Unmasked Estep 
Score: -17093.695312 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -17093.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17429.125000 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -17429.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17590.050781 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -17590.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17685.173828 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -17685.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17699.500000 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -17699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17705.417969 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -17705.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17708.871094 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -17708.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17708.871094 Penalty: 1925.383179
	Iteration 7F: 3 clusters Score -17708.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -55051.457031 Penalty: 1054.001099
	Iteration 0F: 2 clusters Score -55051.46 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 312 members 
Entering Unmasked Estep 
Score: -53850.691406 Penalty: 2108.002197
	Iteration 0F: 3 clusters Score -53850.69 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54019.917969 Penalty: 2108.002197
	Iteration 1F: 3 clusters Score -54019.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54066.437500 Penalty: 2108.002197
	Iteration 2F: 3 clusters Score -54066.44 nChanged 13
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: -54078.351562 Penalty: 2108.002197
	Iteration 3Q: 3 clusters Score -54078.35 nChanged 2
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: -54081.394531 Penalty: 2108.002197
	Iteration 4Q: 3 clusters Score -54081.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54090.949219 Penalty: 2108.002197
	Iteration 5Q: 3 clusters Score -54090.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54096.097656 Penalty: 2108.002197
	Iteration 6Q: 3 clusters Score -54096.1 nChanged 3
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: -54099.996094 Penalty: 2108.002197
	Iteration 7Q: 3 clusters Score -54100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54110.910156 Penalty: 2108.002197
	Iteration 8Q: 3 clusters Score -54110.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54115.550781 Penalty: 2108.002197
	Iteration 9Q: 3 clusters Score -54115.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54119.125000 Penalty: 2108.002197
	Iteration 10Q: 3 clusters Score -54119.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54119.125000 Penalty: 2108.002197
	Iteration 11F: 3 clusters Score -54119.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 174235 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 8433 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6822 members 
Mstep: Class 11 contains 179267 members 
Mstep: Class 12 contains 26946 members 
Mstep: Class 13 contains 143695 members 
Mstep: Class 14 contains 122584 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 30383 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448464.000000 Penalty: 41666.851562
Iteration 119Q: 20 clusters Score -6.644846e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 174364 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3334 members 
Mstep: Class 7 contains 8333 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 179287 members 
Mstep: Class 12 contains 27224 members 
Mstep: Class 13 contains 143501 members 
Mstep: Class 14 contains 122518 members 
Mstep: Class 15 contains 12086 members 
Mstep: Class 16 contains 30389 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448824.000000 Penalty: 41666.851562
Iteration 120F: 20 clusters Score -6.644882e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 174448 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3335 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6727 members 
Mstep: Class 11 contains 179305 members 
Mstep: Class 12 contains 27508 members 
Mstep: Class 13 contains 143314 members 
Mstep: Class 14 contains 122458 members 
Mstep: Class 15 contains 12079 members 
Mstep: Class 16 contains 30409 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448972.000000 Penalty: 41666.851562
Iteration 121Q: 20 clusters Score -6.644897e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 174532 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3335 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 179316 members 
Mstep: Class 12 contains 27786 members 
Mstep: Class 13 contains 143116 members 
Mstep: Class 14 contains 122403 members 
Mstep: Class 15 contains 12070 members 
Mstep: Class 16 contains 30435 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449000.000000 Penalty: 41666.851562
Iteration 122Q: 20 clusters Score -6.6449e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 174629 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 179327 members 
Mstep: Class 12 contains 28045 members 
Mstep: Class 13 contains 142914 members 
Mstep: Class 14 contains 122354 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 30444 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449120.000000 Penalty: 41666.851562
Iteration 123Q: 20 clusters Score -6.644912e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 174742 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6838 members 
Mstep: Class 11 contains 179319 members 
Mstep: Class 12 contains 28334 members 
Mstep: Class 13 contains 142718 members 
Mstep: Class 14 contains 122294 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 30451 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449432.000000 Penalty: 41666.851562
Iteration 124Q: 20 clusters Score -6.644943e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 174852 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3341 members 
Mstep: Class 7 contains 7542 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6852 members 
Mstep: Class 11 contains 179326 members 
Mstep: Class 12 contains 28623 members 
Mstep: Class 13 contains 142507 members 
Mstep: Class 14 contains 122244 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 30459 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449492.000000 Penalty: 41666.851562
Iteration 125Q: 20 clusters Score -6.644949e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 174971 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6881 members 
Mstep: Class 11 contains 179311 members 
Mstep: Class 12 contains 28916 members 
Mstep: Class 13 contains 142301 members 
Mstep: Class 14 contains 122193 members 
Mstep: Class 15 contains 12046 members 
Mstep: Class 16 contains 30471 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449728.000000 Penalty: 41666.851562
Iteration 126Q: 20 clusters Score -6.644973e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 175112 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3353 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 179315 members 
Mstep: Class 12 contains 29155 members 
Mstep: Class 13 contains 142081 members 
Mstep: Class 14 contains 122133 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 30475 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -6.644984e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 175241 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3353 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 179341 members 
Mstep: Class 12 contains 29352 members 
Mstep: Class 13 contains 141861 members 
Mstep: Class 14 contains 122069 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 30495 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -6.645002e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 175381 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3354 members 
Mstep: Class 7 contains 6898 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7113 members 
Mstep: Class 11 contains 179342 members 
Mstep: Class 12 contains 29494 members 
Mstep: Class 13 contains 141656 members 
Mstep: Class 14 contains 122011 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 30518 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -6.645029e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 175556 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3358 members 
Mstep: Class 7 contains 6735 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 179351 members 
Mstep: Class 12 contains 29568 members 
Mstep: Class 13 contains 141456 members 
Mstep: Class 14 contains 121963 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 30530 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -6.645025e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 175695 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 6582 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 179353 members 
Mstep: Class 12 contains 29621 members 
Mstep: Class 13 contains 141296 members 
Mstep: Class 14 contains 121930 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 30551 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -6.645032e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 175832 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 7537 members 
Mstep: Class 11 contains 179343 members 
Mstep: Class 12 contains 29645 members 
Mstep: Class 13 contains 141151 members 
Mstep: Class 14 contains 121899 members 
Mstep: Class 15 contains 12013 members 
Mstep: Class 16 contains 30568 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -6.645027e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 175953 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3374 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 7651 members 
Mstep: Class 11 contains 179363 members 
Mstep: Class 12 contains 29651 members 
Mstep: Class 13 contains 140995 members 
Mstep: Class 14 contains 121866 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 30579 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -6.645021e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 176051 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 7 contains 6294 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 179397 members 
Mstep: Class 12 contains 29660 members 
Mstep: Class 13 contains 140852 members 
Mstep: Class 14 contains 121838 members 
Mstep: Class 15 contains 12013 members 
Mstep: Class 16 contains 30586 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -6.645016e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 176128 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3388 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 7814 members 
Mstep: Class 11 contains 179428 members 
Mstep: Class 12 contains 29667 members 
Mstep: Class 13 contains 140728 members 
Mstep: Class 14 contains 121808 members 
Mstep: Class 15 contains 12013 members 
Mstep: Class 16 contains 30598 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -6.64502e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 176200 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 179443 members 
Mstep: Class 12 contains 29666 members 
Mstep: Class 13 contains 140614 members 
Mstep: Class 14 contains 121789 members 
Mstep: Class 15 contains 12013 members 
Mstep: Class 16 contains 30608 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -6.645025e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 176272 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3403 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 179455 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 140502 members 
Mstep: Class 14 contains 121777 members 
Mstep: Class 15 contains 12013 members 
Mstep: Class 16 contains 30609 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -6.64502e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 176344 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3411 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 7981 members 
Mstep: Class 11 contains 179468 members 
Mstep: Class 12 contains 29676 members 
Mstep: Class 13 contains 140399 members 
Mstep: Class 14 contains 121765 members 
Mstep: Class 15 contains 12009 members 
Mstep: Class 16 contains 30614 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 652 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -6.645018e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 176411 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 179478 members 
Mstep: Class 12 contains 29676 members 
Mstep: Class 13 contains 140310 members 
Mstep: Class 14 contains 121748 members 
Mstep: Class 15 contains 12005 members 
Mstep: Class 16 contains 30620 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 652 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -6.645018e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 176463 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 179495 members 
Mstep: Class 12 contains 29666 members 
Mstep: Class 13 contains 140239 members 
Mstep: Class 14 contains 121724 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 30629 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 652 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -6.645029e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 176499 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 6035 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8189 members 
Mstep: Class 11 contains 179520 members 
Mstep: Class 12 contains 29625 members 
Mstep: Class 13 contains 140173 members 
Mstep: Class 14 contains 121716 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 30628 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 652 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -6.645032e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 176528 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3444 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8321 members 
Mstep: Class 11 contains 179535 members 
Mstep: Class 12 contains 29586 members 
Mstep: Class 13 contains 140104 members 
Mstep: Class 14 contains 121710 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 16 contains 30640 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 652 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -6.645036e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 176537 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 5907 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8436 members 
Mstep: Class 11 contains 179545 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 140043 members 
Mstep: Class 14 contains 121712 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 16 contains 30646 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 652 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -6.645031e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 176527 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 5871 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 179572 members 
Mstep: Class 12 contains 29543 members 
Mstep: Class 13 contains 139986 members 
Mstep: Class 14 contains 121707 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 16 contains 30653 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 653 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -6.645026e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 176518 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8608 members 
Mstep: Class 11 contains 179583 members 
Mstep: Class 12 contains 29535 members 
Mstep: Class 13 contains 139927 members 
Mstep: Class 14 contains 121706 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 30658 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -6.645027e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176525 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8678 members 
Mstep: Class 11 contains 179586 members 
Mstep: Class 12 contains 29541 members 
Mstep: Class 13 contains 139867 members 
Mstep: Class 14 contains 121709 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 30657 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -6.645032e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176530 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 5774 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8733 members 
Mstep: Class 11 contains 179593 members 
Mstep: Class 12 contains 29562 members 
Mstep: Class 13 contains 139816 members 
Mstep: Class 14 contains 121703 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 30657 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -6.645037e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176526 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8786 members 
Mstep: Class 11 contains 179613 members 
Mstep: Class 12 contains 29586 members 
Mstep: Class 13 contains 139762 members 
Mstep: Class 14 contains 121693 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 30659 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -6.645043e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176529 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 5730 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8838 members 
Mstep: Class 11 contains 179631 members 
Mstep: Class 12 contains 29604 members 
Mstep: Class 13 contains 139708 members 
Mstep: Class 14 contains 121671 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 30662 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -6.645053e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176556 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 7 contains 5709 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 179647 members 
Mstep: Class 12 contains 29613 members 
Mstep: Class 13 contains 139658 members 
Mstep: Class 14 contains 121638 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 30657 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
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Iteration 150Q: 20 clusters Score -6.645062e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176590 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3470 members 
Mstep: Class 7 contains 5692 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8935 members 
Mstep: Class 11 contains 179647 members 
Mstep: Class 12 contains 29616 members 
Mstep: Class 13 contains 139611 members 
Mstep: Class 14 contains 121615 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 30658 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
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Iteration 151Q: 20 clusters Score -6.645065e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176637 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 8968 members 
Mstep: Class 11 contains 179640 members 
Mstep: Class 12 contains 29629 members 
Mstep: Class 13 contains 139564 members 
Mstep: Class 14 contains 121590 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 30654 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
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Iteration 152Q: 20 clusters Score -6.645065e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176669 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9006 members 
Mstep: Class 11 contains 179644 members 
Mstep: Class 12 contains 29638 members 
Mstep: Class 13 contains 139517 members 
Mstep: Class 14 contains 121572 members 
Mstep: Class 15 contains 12002 members 
Mstep: Class 16 contains 30650 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -6.645063e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176688 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9035 members 
Mstep: Class 11 contains 179649 members 
Mstep: Class 12 contains 29650 members 
Mstep: Class 13 contains 139477 members 
Mstep: Class 14 contains 121557 members 
Mstep: Class 15 contains 12003 members 
Mstep: Class 16 contains 30653 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
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Iteration 154Q: 20 clusters Score -6.645069e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176718 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 5629 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9066 members 
Mstep: Class 11 contains 179652 members 
Mstep: Class 12 contains 29647 members 
Mstep: Class 13 contains 139449 members 
Mstep: Class 14 contains 121529 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 30656 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
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Iteration 155Q: 20 clusters Score -6.645068e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176735 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 5625 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9084 members 
Mstep: Class 11 contains 179656 members 
Mstep: Class 12 contains 29649 members 
Mstep: Class 13 contains 139430 members 
Mstep: Class 14 contains 121507 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 30663 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450768.000000 Penalty: 41666.851562
Iteration 156Q: 20 clusters Score -6.645077e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176763 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 5617 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 179660 members 
Mstep: Class 12 contains 29648 members 
Mstep: Class 13 contains 139407 members 
Mstep: Class 14 contains 121489 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 30667 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450688.000000 Penalty: 41666.851562
Iteration 157Q: 20 clusters Score -6.645069e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176775 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 5612 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 179664 members 
Mstep: Class 12 contains 29652 members 
Mstep: Class 13 contains 139393 members 
Mstep: Class 14 contains 121473 members 
Mstep: Class 15 contains 11994 members 
Mstep: Class 16 contains 30674 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450736.000000 Penalty: 41666.851562
Iteration 158Q: 20 clusters Score -6.645074e+07 nChanged 118
Entering ConstructFrom: 
Score: -66450736.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (9905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Entering Unmasked Estep 
Score: -924907.125000 Penalty: 1495.129272
	Iteration 0F: 2 clusters Score -924907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -917807.000000 Penalty: 2990.258545
	Iteration 0F: 3 clusters Score -917807 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -920271.375000 Penalty: 2990.258545
	Iteration 1F: 3 clusters Score -920271.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -920686.750000 Penalty: 2990.258545
	Iteration 2F: 3 clusters Score -920686.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -921113.750000 Penalty: 2990.258545
	Iteration 3F: 3 clusters Score -921113.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -921584.125000 Penalty: 2990.258545
	Iteration 4F: 3 clusters Score -921584.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -922040.687500 Penalty: 2990.258545
	Iteration 5F: 3 clusters Score -922040.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -922452.875000 Penalty: 2990.258545
	Iteration 6F: 3 clusters Score -922452.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -922762.562500 Penalty: 2990.258545
	Iteration 7Q: 3 clusters Score -922762.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -922995.062500 Penalty: 2990.258545
	Iteration 8Q: 3 clusters Score -922995.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -923157.875000 Penalty: 2990.258545
	Iteration 9Q: 3 clusters Score -923157.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -923284.562500 Penalty: 2990.258545
	Iteration 10Q: 3 clusters Score -923284.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -923363.937500 Penalty: 2990.258545
	Iteration 11Q: 3 clusters Score -923363.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -923425.375000 Penalty: 2990.258545
	Iteration 12Q: 3 clusters Score -923425.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -923474.125000 Penalty: 2990.258545
	Iteration 13Q: 3 clusters Score -923474.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -923502.562500 Penalty: 2990.258545
	Iteration 14Q: 3 clusters Score -923502.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -923525.187500 Penalty: 2990.258545
	Iteration 15Q: 3 clusters Score -923525.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -923555.750000 Penalty: 2990.258545
	Iteration 16Q: 3 clusters Score -923555.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -923575.812500 Penalty: 2990.258545
	Iteration 17Q: 3 clusters Score -923575.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -923598.625000 Penalty: 2990.258545
	Iteration 18Q: 3 clusters Score -923598.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -923622.812500 Penalty: 2990.258545
	Iteration 19Q: 3 clusters Score -923622.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -923644.375000 Penalty: 2990.258545
	Iteration 20F: 3 clusters Score -923644.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -923664.812500 Penalty: 2990.258545
	Iteration 21Q: 3 clusters Score -923664.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -923676.250000 Penalty: 2990.258545
	Iteration 22Q: 3 clusters Score -923676.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -923688.125000 Penalty: 2990.258545
	Iteration 23Q: 3 clusters Score -923688.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -923700.625000 Penalty: 2990.258545
	Iteration 24Q: 3 clusters Score -923700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -923705.750000 Penalty: 2990.258545
	Iteration 25Q: 3 clusters Score -923705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -923709.312500 Penalty: 2990.258545
	Iteration 26Q: 3 clusters Score -923709.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -923710.687500 Penalty: 2990.258545
	Iteration 27Q: 3 clusters Score -923710.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -923716.250000 Penalty: 2990.258545
	Iteration 28Q: 3 clusters Score -923716.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -923718.687500 Penalty: 2990.258545
	Iteration 29Q: 3 clusters Score -923718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -923721.375000 Penalty: 2990.258545
	Iteration 30Q: 3 clusters Score -923721.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -923725.062500 Penalty: 2990.258545
	Iteration 31Q: 3 clusters Score -923725.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -923726.812500 Penalty: 2990.258545
	Iteration 32Q: 3 clusters Score -923726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -923729.187500 Penalty: 2990.258545
	Iteration 33Q: 3 clusters Score -923729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -923729.000000 Penalty: 2990.258545
	Iteration 34Q: 3 clusters Score -923729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -923729.375000 Penalty: 2990.258545
	Iteration 35Q: 3 clusters Score -923729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -923732.312500 Penalty: 2990.258545
	Iteration 36Q: 3 clusters Score -923732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -923732.750000 Penalty: 2990.258545
	Iteration 37Q: 3 clusters Score -923732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -923732.750000 Penalty: 2990.258545
	Iteration 38F: 3 clusters Score -923732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Entering Unmasked Estep 
Score: -16544857.000000 Penalty: 1963.452637
	Iteration 0F: 2 clusters Score -1.654486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -16427849.000000 Penalty: 3926.905273
	Iteration 0F: 3 clusters Score -1.642785e+07 nChanged 85308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -16478515.000000 Penalty: 3926.905273
	Iteration 1F: 3 clusters Score -1.647852e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -16480397.000000 Penalty: 3926.905273
	Iteration 2Q: 3 clusters Score -1.64804e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -16483364.000000 Penalty: 3926.905273
	Iteration 3Q: 3 clusters Score -1.648336e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 117168 members 
Entering Unmasked Estep 
Score: -16489094.000000 Penalty: 3926.905273
	Iteration 4F: 3 clusters Score -1.648909e+07 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 130120 members 
Entering Unmasked Estep 
Score: -16498778.000000 Penalty: 3926.905273
	Iteration 5F: 3 clusters Score -1.649878e+07 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 144402 members 
Entering Unmasked Estep 
Score: -16511374.000000 Penalty: 3926.905273
	Iteration 6F: 3 clusters Score -1.651137e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 156593 members 
Entering Unmasked Estep 
Score: -16525014.000000 Penalty: 3926.905273
	Iteration 7F: 3 clusters Score -1.652501e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -16534964.000000 Penalty: 3926.905273
	Iteration 8F: 3 clusters Score -1.653496e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 171079 members 
Entering Unmasked Estep 
Score: -16539989.000000 Penalty: 3926.905273
	Iteration 9Q: 3 clusters Score -1.653999e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 174006 members 
Entering Unmasked Estep 
Score: -16542124.000000 Penalty: 3926.905273
	Iteration 10Q: 3 clusters Score -1.654212e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 175333 members 
Entering Unmasked Estep 
Score: -16542854.000000 Penalty: 3926.905273
	Iteration 11Q: 3 clusters Score -1.654285e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 175865 members 
Entering Unmasked Estep 
Score: -16543111.000000 Penalty: 3926.905273
	Iteration 12Q: 3 clusters Score -1.654311e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 176107 members 
Entering Unmasked Estep 
Score: -16543180.000000 Penalty: 3926.905273
	Iteration 13Q: 3 clusters Score -1.654318e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 176227 members 
Entering Unmasked Estep 
Score: -16543218.000000 Penalty: 3926.905273
	Iteration 14Q: 3 clusters Score -1.654322e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 176297 members 
Entering Unmasked Estep 
Score: -16543227.000000 Penalty: 3926.905273
	Iteration 15Q: 3 clusters Score -1.654323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 176348 members 
Entering Unmasked Estep 
Score: -16543277.000000 Penalty: 3926.905273
	Iteration 16Q: 3 clusters Score -1.654328e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -16543310.000000 Penalty: 3926.905273
	Iteration 17Q: 3 clusters Score -1.654331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 176403 members 
Entering Unmasked Estep 
Score: -16543315.000000 Penalty: 3926.905273
	Iteration 18Q: 3 clusters Score -1.654332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -16543327.000000 Penalty: 3926.905273
	Iteration 19Q: 3 clusters Score -1.654333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 176423 members 
Entering Unmasked Estep 
Score: -16543327.000000 Penalty: 3926.905273
	Iteration 20F: 3 clusters Score -1.654333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 176431 members 
Entering Unmasked Estep 
Score: -16543338.000000 Penalty: 3926.905273
	Iteration 21Q: 3 clusters Score -1.654334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 176436 members 
Entering Unmasked Estep 
Score: -16543335.000000 Penalty: 3926.905273
	Iteration 22Q: 3 clusters Score -1.654334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -16543355.000000 Penalty: 3926.905273
	Iteration 23Q: 3 clusters Score -1.654336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 176444 members 
Entering Unmasked Estep 
Score: -16543345.000000 Penalty: 3926.905273
	Iteration 24Q: 3 clusters Score -1.654334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 176448 members 
Entering Unmasked Estep 
Score: -16543349.000000 Penalty: 3926.905273
	Iteration 25Q: 3 clusters Score -1.654335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -16543354.000000 Penalty: 3926.905273
	Iteration 26Q: 3 clusters Score -1.654335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -16543346.000000 Penalty: 3926.905273
	Iteration 27Q: 3 clusters Score -1.654335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 176465 members 
Entering Unmasked Estep 
Score: -16543346.000000 Penalty: 3926.905273
	Iteration 28Q: 3 clusters Score -1.654335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 176465 members 
Entering Unmasked Estep 
Score: -16543340.000000 Penalty: 3926.905273
	Iteration 29Q: 3 clusters Score -1.654334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -16543335.000000 Penalty: 3926.905273
	Iteration 30Q: 3 clusters Score -1.654334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -16543345.000000 Penalty: 3926.905273
	Iteration 31Q: 3 clusters Score -1.654334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -16543345.000000 Penalty: 3926.905273
	Iteration 32Q: 3 clusters Score -1.654334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -16543345.000000 Penalty: 3926.905273
	Iteration 33F: 3 clusters Score -1.654334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -98829.601562 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -98829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -97285.359375 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -97285.36 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97761.312500 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -97761.31 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -98115.984375 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -98115.98 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98386.703125 Penalty: 2305.086426
	Iteration 3F: 3 clusters Score -98386.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98531.953125 Penalty: 2305.086426
	Iteration 4F: 3 clusters Score -98531.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98605.804688 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -98605.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98650.562500 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -98650.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98669.906250 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -98669.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98689.382812 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -98689.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -98700.531250 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -98700.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98709.210938 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -98709.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98721.242188 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -98721.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98722.796875 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -98722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98723.765625 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -98723.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98724.789062 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -98724.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98728.742188 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -98728.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98730.273438 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -98730.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98730.273438 Penalty: 2305.086426
	Iteration 17F: 3 clusters Score -98730.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -54567.433594 Penalty: 1059.121582
	Iteration 0F: 2 clusters Score -54567.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53476.578125 Penalty: 2118.243164
	Iteration 0F: 3 clusters Score -53476.58 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53828.589844 Penalty: 2118.243164
	Iteration 1F: 3 clusters Score -53828.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54044.777344 Penalty: 2118.243164
	Iteration 2F: 3 clusters Score -54044.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54240.828125 Penalty: 2118.243164
	Iteration 3F: 3 clusters Score -54240.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54311.882812 Penalty: 2118.243164
	Iteration 4Q: 3 clusters Score -54311.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54346.160156 Penalty: 2118.243164
	Iteration 5Q: 3 clusters Score -54346.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54368.640625 Penalty: 2118.243164
	Iteration 6Q: 3 clusters Score -54368.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54387.945312 Penalty: 2118.243164
	Iteration 7Q: 3 clusters Score -54387.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54399.843750 Penalty: 2118.243164
	Iteration 8Q: 3 clusters Score -54399.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54408.062500 Penalty: 2118.243164
	Iteration 9Q: 3 clusters Score -54408.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54408.695312 Penalty: 2118.243164
	Iteration 10Q: 3 clusters Score -54408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54408.695312 Penalty: 2118.243164
	Iteration 11F: 3 clusters Score -54408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -46732.230469 Penalty: 1071.369751
	Iteration 0F: 2 clusters Score -46732.23 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 359 members 
Entering Unmasked Estep 
Score: -45784.250000 Penalty: 2142.739502
	Iteration 0F: 3 clusters Score -45784.25 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46641.339844 Penalty: 2142.739502
	Iteration 1F: 3 clusters Score -46641.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46926.414062 Penalty: 2142.739502
	Iteration 2F: 3 clusters Score -46926.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -47066.187500 Penalty: 2142.739502
	Iteration 3Q: 3 clusters Score -47066.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47133.886719 Penalty: 2142.739502
	Iteration 4Q: 3 clusters Score -47133.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -47157.941406 Penalty: 2142.739502
	Iteration 5Q: 3 clusters Score -47157.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47178.007812 Penalty: 2142.739502
	Iteration 6Q: 3 clusters Score -47178.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47183.140625 Penalty: 2142.739502
	Iteration 7Q: 3 clusters Score -47183.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47183.140625 Penalty: 2142.739502
	Iteration 8F: 3 clusters Score -47183.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176802 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 253 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 179669 members 
Mstep: Class 12 contains 29657 members 
Mstep: Class 13 contains 139368 members 
Mstep: Class 14 contains 121455 members 
Mstep: Class 15 contains 11991 members 
Mstep: Class 16 contains 30677 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 477 members 
Entering Unmasked Estep 
Score: -66449912.000000 Penalty: 43859.843750
Splitting cluster 5 changes total score from -66450736.000000 to -66449912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Entering Unmasked Estep 
Score: -325755.718750 Penalty: 1325.339600
	Iteration 0F: 2 clusters Score -325755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -322692.343750 Penalty: 2650.679199
	Iteration 0F: 3 clusters Score -322692.3 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -323477.343750 Penalty: 2650.679199
	Iteration 1F: 3 clusters Score -323477.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -323622.406250 Penalty: 2650.679199
	Iteration 2F: 3 clusters Score -323622.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -323712.468750 Penalty: 2650.679199
	Iteration 3Q: 3 clusters Score -323712.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -323772.906250 Penalty: 2650.679199
	Iteration 4Q: 3 clusters Score -323772.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -323827.156250 Penalty: 2650.679199
	Iteration 5Q: 3 clusters Score -323827.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -323889.281250 Penalty: 2650.679199
	Iteration 6Q: 3 clusters Score -323889.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -323947.125000 Penalty: 2650.679199
	Iteration 7Q: 3 clusters Score -323947.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -323991.437500 Penalty: 2650.679199
	Iteration 8Q: 3 clusters Score -323991.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -324026.718750 Penalty: 2650.679199
	Iteration 9Q: 3 clusters Score -324026.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -324066.062500 Penalty: 2650.679199
	Iteration 10Q: 3 clusters Score -324066.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -324098.656250 Penalty: 2650.679199
	Iteration 11Q: 3 clusters Score -324098.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -324138.062500 Penalty: 2650.679199
	Iteration 12Q: 3 clusters Score -324138.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -324176.843750 Penalty: 2650.679199
	Iteration 13Q: 3 clusters Score -324176.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -324225.750000 Penalty: 2650.679199
	Iteration 14Q: 3 clusters Score -324225.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -324266.125000 Penalty: 2650.679199
	Iteration 15Q: 3 clusters Score -324266.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -324304.156250 Penalty: 2650.679199
	Iteration 16Q: 3 clusters Score -324304.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -324346.531250 Penalty: 2650.679199
	Iteration 17Q: 3 clusters Score -324346.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -324379.343750 Penalty: 2650.679199
	Iteration 18Q: 3 clusters Score -324379.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -324406.187500 Penalty: 2650.679199
	Iteration 19Q: 3 clusters Score -324406.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -324426.218750 Penalty: 2650.679199
	Iteration 20F: 3 clusters Score -324426.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -324440.875000 Penalty: 2650.679199
	Iteration 21Q: 3 clusters Score -324440.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -324455.875000 Penalty: 2650.679199
	Iteration 22Q: 3 clusters Score -324455.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -324471.781250 Penalty: 2650.679199
	Iteration 23Q: 3 clusters Score -324471.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -324482.031250 Penalty: 2650.679199
	Iteration 24Q: 3 clusters Score -324482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -324492.062500 Penalty: 2650.679199
	Iteration 25Q: 3 clusters Score -324492.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -324500.750000 Penalty: 2650.679199
	Iteration 26Q: 3 clusters Score -324500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -324506.250000 Penalty: 2650.679199
	Iteration 27Q: 3 clusters Score -324506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -324511.343750 Penalty: 2650.679199
	Iteration 28Q: 3 clusters Score -324511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -324515.656250 Penalty: 2650.679199
	Iteration 29Q: 3 clusters Score -324515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -324519.187500 Penalty: 2650.679199
	Iteration 30Q: 3 clusters Score -324519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -324523.906250 Penalty: 2650.679199
	Iteration 31Q: 3 clusters Score -324523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -324526.375000 Penalty: 2650.679199
	Iteration 32Q: 3 clusters Score -324526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -324527.781250 Penalty: 2650.679199
	Iteration 33Q: 3 clusters Score -324527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -324529.062500 Penalty: 2650.679199
	Iteration 34Q: 3 clusters Score -324529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -324528.968750 Penalty: 2650.679199
	Iteration 35Q: 3 clusters Score -324529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -324528.968750 Penalty: 2650.679199
	Iteration 36F: 3 clusters Score -324529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -469073.625000 Penalty: 1402.633789
	Iteration 0F: 2 clusters Score -469073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -464777.000000 Penalty: 2805.267578
	Iteration 0F: 3 clusters Score -464777 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -466063.562500 Penalty: 2805.267578
	Iteration 1F: 3 clusters Score -466063.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -466270.312500 Penalty: 2805.267578
	Iteration 2F: 3 clusters Score -466270.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -466425.343750 Penalty: 2805.267578
	Iteration 3F: 3 clusters Score -466425.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -466546.218750 Penalty: 2805.267578
	Iteration 4Q: 3 clusters Score -466546.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -466682.093750 Penalty: 2805.267578
	Iteration 5Q: 3 clusters Score -466682.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -466817.531250 Penalty: 2805.267578
	Iteration 6Q: 3 clusters Score -466817.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -466940.406250 Penalty: 2805.267578
	Iteration 7Q: 3 clusters Score -466940.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -467034.750000 Penalty: 2805.267578
	Iteration 8Q: 3 clusters Score -467034.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -467116.937500 Penalty: 2805.267578
	Iteration 9Q: 3 clusters Score -467116.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -467174.656250 Penalty: 2805.267578
	Iteration 10Q: 3 clusters Score -467174.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -467239.562500 Penalty: 2805.267578
	Iteration 11Q: 3 clusters Score -467239.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -467328.875000 Penalty: 2805.267578
	Iteration 12Q: 3 clusters Score -467328.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -467426.312500 Penalty: 2805.267578
	Iteration 13Q: 3 clusters Score -467426.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -467518.906250 Penalty: 2805.267578
	Iteration 14Q: 3 clusters Score -467518.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -467607.000000 Penalty: 2805.267578
	Iteration 15Q: 3 clusters Score -467607 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -467691.000000 Penalty: 2805.267578
	Iteration 16Q: 3 clusters Score -467691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -467747.937500 Penalty: 2805.267578
	Iteration 17Q: 3 clusters Score -467747.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -467786.406250 Penalty: 2805.267578
	Iteration 18Q: 3 clusters Score -467786.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -467828.468750 Penalty: 2805.267578
	Iteration 19Q: 3 clusters Score -467828.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -467870.500000 Penalty: 2805.267578
	Iteration 20F: 3 clusters Score -467870.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -467903.343750 Penalty: 2805.267578
	Iteration 21Q: 3 clusters Score -467903.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -467932.937500 Penalty: 2805.267578
	Iteration 22Q: 3 clusters Score -467932.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -467946.906250 Penalty: 2805.267578
	Iteration 23Q: 3 clusters Score -467946.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -467958.406250 Penalty: 2805.267578
	Iteration 24Q: 3 clusters Score -467958.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -467967.250000 Penalty: 2805.267578
	Iteration 25Q: 3 clusters Score -467967.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -467977.531250 Penalty: 2805.267578
	Iteration 26Q: 3 clusters Score -467977.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -467985.750000 Penalty: 2805.267578
	Iteration 27Q: 3 clusters Score -467985.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -467990.687500 Penalty: 2805.267578
	Iteration 28Q: 3 clusters Score -467990.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -467994.500000 Penalty: 2805.267578
	Iteration 29Q: 3 clusters Score -467994.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -467998.781250 Penalty: 2805.267578
	Iteration 30Q: 3 clusters Score -467998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -468001.937500 Penalty: 2805.267578
	Iteration 31Q: 3 clusters Score -468001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -468007.562500 Penalty: 2805.267578
	Iteration 32Q: 3 clusters Score -468007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -468009.781250 Penalty: 2805.267578
	Iteration 33Q: 3 clusters Score -468009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -468014.718750 Penalty: 2805.267578
	Iteration 34Q: 3 clusters Score -468014.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -468019.500000 Penalty: 2805.267578
	Iteration 35Q: 3 clusters Score -468019.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -468027.062500 Penalty: 2805.267578
	Iteration 36Q: 3 clusters Score -468027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -468029.281250 Penalty: 2805.267578
	Iteration 37Q: 3 clusters Score -468029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -468032.187500 Penalty: 2805.267578
	Iteration 38Q: 3 clusters Score -468032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -468034.718750 Penalty: 2805.267578
	Iteration 39Q: 3 clusters Score -468034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -468038.343750 Penalty: 2805.267578
	Iteration 40F: 3 clusters Score -468038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -468039.968750 Penalty: 2805.267578
	Iteration 41Q: 3 clusters Score -468040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -468042.531250 Penalty: 2805.267578
	Iteration 42Q: 3 clusters Score -468042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -468045.906250 Penalty: 2805.267578
	Iteration 43Q: 3 clusters Score -468045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -468046.781250 Penalty: 2805.267578
	Iteration 44Q: 3 clusters Score -468046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -468049.500000 Penalty: 2805.267578
	Iteration 45Q: 3 clusters Score -468049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -468049.312500 Penalty: 2805.267578
	Iteration 46Q: 3 clusters Score -468049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -468049.218750 Penalty: 2805.267578
	Iteration 47Q: 3 clusters Score -468049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -468049.718750 Penalty: 2805.267578
	Iteration 48Q: 3 clusters Score -468049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -468050.312500 Penalty: 2805.267578
	Iteration 49Q: 3 clusters Score -468050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -468052.125000 Penalty: 2805.267578
	Iteration 50Q: 3 clusters Score -468052.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -468053.406250 Penalty: 2805.267578
	Iteration 51Q: 3 clusters Score -468053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -468053.875000 Penalty: 2805.267578
	Iteration 52Q: 3 clusters Score -468053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -468053.875000 Penalty: 2805.267578
	Iteration 53F: 3 clusters Score -468053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -13238.182617 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -13238.18 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 99 members 
Entering Unmasked Estep 
Score: -12573.079102 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -12573.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12670.855469 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -12670.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12695.843750 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -12695.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12713.672852 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -12713.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12717.944336 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -12717.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12720.212891 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -12720.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12720.594727 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -12720.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12720.594727 Penalty: 1734.699951
	Iteration 7F: 3 clusters Score -12720.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -35115.695312 Penalty: 1015.307007
	Iteration 0F: 2 clusters Score -35115.7 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 239 members 
Entering Unmasked Estep 
Score: -34068.359375 Penalty: 2030.614014
	Iteration 0F: 3 clusters Score -34068.36 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34348.796875 Penalty: 2030.614014
	Iteration 1F: 3 clusters Score -34348.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34432.511719 Penalty: 2030.614014
	Iteration 2F: 3 clusters Score -34432.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34446.093750 Penalty: 2030.614014
	Iteration 3Q: 3 clusters Score -34446.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34448.101562 Penalty: 2030.614014
	Iteration 4Q: 3 clusters Score -34448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34449.882812 Penalty: 2030.614014
	Iteration 5Q: 3 clusters Score -34449.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34450.488281 Penalty: 2030.614014
	Iteration 6Q: 3 clusters Score -34450.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34450.488281 Penalty: 2030.614014
	Iteration 7F: 3 clusters Score -34450.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Entering Unmasked Estep 
Score: -814819.187500 Penalty: 1481.978638
	Iteration 0F: 2 clusters Score -814819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -808172.500000 Penalty: 2963.957275
	Iteration 0F: 3 clusters Score -808172.5 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -810191.750000 Penalty: 2963.957275
	Iteration 1F: 3 clusters Score -810191.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -810413.562500 Penalty: 2963.957275
	Iteration 2F: 3 clusters Score -810413.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -810560.875000 Penalty: 2963.957275
	Iteration 3F: 3 clusters Score -810560.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -810674.437500 Penalty: 2963.957275
	Iteration 4Q: 3 clusters Score -810674.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -810765.187500 Penalty: 2963.957275
	Iteration 5Q: 3 clusters Score -810765.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -810843.187500 Penalty: 2963.957275
	Iteration 6Q: 3 clusters Score -810843.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -810942.875000 Penalty: 2963.957275
	Iteration 7Q: 3 clusters Score -810942.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -811049.875000 Penalty: 2963.957275
	Iteration 8Q: 3 clusters Score -811049.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -811178.000000 Penalty: 2963.957275
	Iteration 9Q: 3 clusters Score -811178 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -811340.375000 Penalty: 2963.957275
	Iteration 10Q: 3 clusters Score -811340.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -811511.125000 Penalty: 2963.957275
	Iteration 11Q: 3 clusters Score -811511.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -811705.375000 Penalty: 2963.957275
	Iteration 12Q: 3 clusters Score -811705.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -811926.875000 Penalty: 2963.957275
	Iteration 13Q: 3 clusters Score -811926.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -812196.187500 Penalty: 2963.957275
	Iteration 14Q: 3 clusters Score -812196.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -812479.250000 Penalty: 2963.957275
	Iteration 15Q: 3 clusters Score -812479.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -812719.875000 Penalty: 2963.957275
	Iteration 16Q: 3 clusters Score -812719.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -812908.562500 Penalty: 2963.957275
	Iteration 17Q: 3 clusters Score -812908.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -813038.375000 Penalty: 2963.957275
	Iteration 18Q: 3 clusters Score -813038.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -813176.250000 Penalty: 2963.957275
	Iteration 19Q: 3 clusters Score -813176.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -813279.875000 Penalty: 2963.957275
	Iteration 20F: 3 clusters Score -813279.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -813351.062500 Penalty: 2963.957275
	Iteration 21Q: 3 clusters Score -813351.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -813411.937500 Penalty: 2963.957275
	Iteration 22Q: 3 clusters Score -813411.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -813447.937500 Penalty: 2963.957275
	Iteration 23Q: 3 clusters Score -813447.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -813474.562500 Penalty: 2963.957275
	Iteration 24Q: 3 clusters Score -813474.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -813487.125000 Penalty: 2963.957275
	Iteration 25Q: 3 clusters Score -813487.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -813499.312500 Penalty: 2963.957275
	Iteration 26Q: 3 clusters Score -813499.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -813505.187500 Penalty: 2963.957275
	Iteration 27Q: 3 clusters Score -813505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -813507.000000 Penalty: 2963.957275
	Iteration 28Q: 3 clusters Score -813507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -813513.000000 Penalty: 2963.957275
	Iteration 29Q: 3 clusters Score -813513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -813518.500000 Penalty: 2963.957275
	Iteration 30Q: 3 clusters Score -813518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -813521.125000 Penalty: 2963.957275
	Iteration 31Q: 3 clusters Score -813521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -813523.437500 Penalty: 2963.957275
	Iteration 32Q: 3 clusters Score -813523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -813528.875000 Penalty: 2963.957275
	Iteration 33Q: 3 clusters Score -813528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -813530.437500 Penalty: 2963.957275
	Iteration 34Q: 3 clusters Score -813530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -813530.437500 Penalty: 2963.957275
	Iteration 35F: 3 clusters Score -813530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179669 members 
Entering Unmasked Estep 
Score: -16856932.000000 Penalty: 1966.066528
	Iteration 0F: 2 clusters Score -1.685693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -16740040.000000 Penalty: 3932.133057
	Iteration 0F: 3 clusters Score -1.674004e+07 nChanged 86739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -16791474.000000 Penalty: 3932.133057
	Iteration 1F: 3 clusters Score -1.679147e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103716 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -16793622.000000 Penalty: 3932.133057
	Iteration 2Q: 3 clusters Score -1.679362e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -16797924.000000 Penalty: 3932.133057
	Iteration 3F: 3 clusters Score -1.679792e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123970 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -16806334.000000 Penalty: 3932.133057
	Iteration 4F: 3 clusters Score -1.680633e+07 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -16819440.000000 Penalty: 3932.133057
	Iteration 5F: 3 clusters Score -1.681944e+07 nChanged 16028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154524 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -16835870.000000 Penalty: 3932.133057
	Iteration 6F: 3 clusters Score -1.683587e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166502 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -16848030.000000 Penalty: 3932.133057
	Iteration 7F: 3 clusters Score -1.684803e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173432 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -16853166.000000 Penalty: 3932.133057
	Iteration 8Q: 3 clusters Score -1.685317e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176517 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -16854848.000000 Penalty: 3932.133057
	Iteration 9Q: 3 clusters Score -1.685485e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -16855438.000000 Penalty: 3932.133057
	Iteration 10Q: 3 clusters Score -1.685544e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178089 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16855708.000000 Penalty: 3932.133057
	Iteration 11Q: 3 clusters Score -1.685571e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178290 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16855838.000000 Penalty: 3932.133057
	Iteration 12Q: 3 clusters Score -1.685584e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16855874.000000 Penalty: 3932.133057
	Iteration 13Q: 3 clusters Score -1.685587e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178478 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16855888.000000 Penalty: 3932.133057
	Iteration 14Q: 3 clusters Score -1.685589e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178527 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -16855888.000000 Penalty: 3932.133057
	Iteration 15Q: 3 clusters Score -1.685589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178567 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16855900.000000 Penalty: 3932.133057
	Iteration 16Q: 3 clusters Score -1.68559e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178608 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16855896.000000 Penalty: 3932.133057
	Iteration 17Q: 3 clusters Score -1.68559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178636 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16855886.000000 Penalty: 3932.133057
	Iteration 18Q: 3 clusters Score -1.685589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178661 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16855884.000000 Penalty: 3932.133057
	Iteration 19Q: 3 clusters Score -1.685588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178674 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -16855882.000000 Penalty: 3932.133057
	Iteration 20F: 3 clusters Score -1.685588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178682 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16855868.000000 Penalty: 3932.133057
	Iteration 21Q: 3 clusters Score -1.685587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178686 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16855874.000000 Penalty: 3932.133057
	Iteration 22Q: 3 clusters Score -1.685587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178694 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16855890.000000 Penalty: 3932.133057
	Iteration 23Q: 3 clusters Score -1.685589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178702 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16855880.000000 Penalty: 3932.133057
	Iteration 24Q: 3 clusters Score -1.685588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178711 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16855894.000000 Penalty: 3932.133057
	Iteration 25Q: 3 clusters Score -1.685589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178715 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16855896.000000 Penalty: 3932.133057
	Iteration 26Q: 3 clusters Score -1.68559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178723 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16855896.000000 Penalty: 3932.133057
	Iteration 27Q: 3 clusters Score -1.68559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178731 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16855908.000000 Penalty: 3932.133057
	Iteration 28Q: 3 clusters Score -1.685591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178735 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16855922.000000 Penalty: 3932.133057
	Iteration 29Q: 3 clusters Score -1.685592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178734 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16855916.000000 Penalty: 3932.133057
	Iteration 30Q: 3 clusters Score -1.685592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16855912.000000 Penalty: 3932.133057
	Iteration 31Q: 3 clusters Score -1.685591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16855912.000000 Penalty: 3932.133057
	Iteration 32Q: 3 clusters Score -1.685591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178740 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16855904.000000 Penalty: 3932.133057
	Iteration 33Q: 3 clusters Score -1.68559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16855900.000000 Penalty: 3932.133057
	Iteration 34Q: 3 clusters Score -1.68559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178746 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16855900.000000 Penalty: 3932.133057
	Iteration 35Q: 3 clusters Score -1.68559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178748 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16855906.000000 Penalty: 3932.133057
	Iteration 36Q: 3 clusters Score -1.685591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178752 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16855914.000000 Penalty: 3932.133057
	Iteration 37Q: 3 clusters Score -1.685591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178756 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16855910.000000 Penalty: 3932.133057
	Iteration 38Q: 3 clusters Score -1.685591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178761 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16855906.000000 Penalty: 3932.133057
	Iteration 39Q: 3 clusters Score -1.685591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178761 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16855906.000000 Penalty: 3932.133057
	Iteration 40F: 3 clusters Score -1.685591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16855908.000000 Penalty: 3932.133057
	Iteration 41Q: 3 clusters Score -1.685591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16855908.000000 Penalty: 3932.133057
	Iteration 42F: 3 clusters Score -1.685591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Entering Unmasked Estep 
Score: -2700677.250000 Penalty: 1673.336304
	Iteration 0F: 2 clusters Score -2700677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2680769.000000 Penalty: 3346.672607
	Iteration 0F: 3 clusters Score -2680769 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2688160.750000 Penalty: 3346.672607
	Iteration 1F: 3 clusters Score -2688161 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2688550.000000 Penalty: 3346.672607
	Iteration 2Q: 3 clusters Score -2688550 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2688988.500000 Penalty: 3346.672607
	Iteration 3Q: 3 clusters Score -2688988 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2689502.750000 Penalty: 3346.672607
	Iteration 4Q: 3 clusters Score -2689503 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2690146.250000 Penalty: 3346.672607
	Iteration 5Q: 3 clusters Score -2690146 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2690916.000000 Penalty: 3346.672607
	Iteration 6F: 3 clusters Score -2690916 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2691775.750000 Penalty: 3346.672607
	Iteration 7F: 3 clusters Score -2691776 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2692706.000000 Penalty: 3346.672607
	Iteration 8F: 3 clusters Score -2692706 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2693654.000000 Penalty: 3346.672607
	Iteration 9F: 3 clusters Score -2693654 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2694521.500000 Penalty: 3346.672607
	Iteration 10Q: 3 clusters Score -2694522 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2695204.250000 Penalty: 3346.672607
	Iteration 11Q: 3 clusters Score -2695204 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2695729.000000 Penalty: 3346.672607
	Iteration 12Q: 3 clusters Score -2695729 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2696163.500000 Penalty: 3346.672607
	Iteration 13Q: 3 clusters Score -2696164 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2696625.750000 Penalty: 3346.672607
	Iteration 14Q: 3 clusters Score -2696626 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2697041.250000 Penalty: 3346.672607
	Iteration 15Q: 3 clusters Score -2697041 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2697457.500000 Penalty: 3346.672607
	Iteration 16Q: 3 clusters Score -2697458 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2697805.250000 Penalty: 3346.672607
	Iteration 17Q: 3 clusters Score -2697805 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2698134.750000 Penalty: 3346.672607
	Iteration 18Q: 3 clusters Score -2698135 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2698426.500000 Penalty: 3346.672607
	Iteration 19Q: 3 clusters Score -2698426 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2698653.000000 Penalty: 3346.672607
	Iteration 20F: 3 clusters Score -2698653 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2698821.000000 Penalty: 3346.672607
	Iteration 21Q: 3 clusters Score -2698821 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2698965.250000 Penalty: 3346.672607
	Iteration 22Q: 3 clusters Score -2698965 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2699065.750000 Penalty: 3346.672607
	Iteration 23Q: 3 clusters Score -2699066 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2699141.250000 Penalty: 3346.672607
	Iteration 24Q: 3 clusters Score -2699141 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2699187.750000 Penalty: 3346.672607
	Iteration 25Q: 3 clusters Score -2699188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2699227.000000 Penalty: 3346.672607
	Iteration 26Q: 3 clusters Score -2699227 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2699252.000000 Penalty: 3346.672607
	Iteration 27Q: 3 clusters Score -2699252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2699289.000000 Penalty: 3346.672607
	Iteration 28Q: 3 clusters Score -2699289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2699308.000000 Penalty: 3346.672607
	Iteration 29Q: 3 clusters Score -2699308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2699311.750000 Penalty: 3346.672607
	Iteration 30Q: 3 clusters Score -2699312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2699327.000000 Penalty: 3346.672607
	Iteration 31Q: 3 clusters Score -2699327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2699344.750000 Penalty: 3346.672607
	Iteration 32Q: 3 clusters Score -2699345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2699365.250000 Penalty: 3346.672607
	Iteration 33Q: 3 clusters Score -2699365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2699376.750000 Penalty: 3346.672607
	Iteration 34Q: 3 clusters Score -2699377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2699392.750000 Penalty: 3346.672607
	Iteration 35Q: 3 clusters Score -2699393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2699407.750000 Penalty: 3346.672607
	Iteration 36Q: 3 clusters Score -2699408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2699417.750000 Penalty: 3346.672607
	Iteration 37Q: 3 clusters Score -2699418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2699430.250000 Penalty: 3346.672607
	Iteration 38Q: 3 clusters Score -2699430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2699433.750000 Penalty: 3346.672607
	Iteration 39Q: 3 clusters Score -2699434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2699438.250000 Penalty: 3346.672607
	Iteration 40F: 3 clusters Score -2699438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2699438.750000 Penalty: 3346.672607
	Iteration 41Q: 3 clusters Score -2699439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2699447.250000 Penalty: 3346.672607
	Iteration 42Q: 3 clusters Score -2699447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2699456.000000 Penalty: 3346.672607
	Iteration 43Q: 3 clusters Score -2699456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2699453.750000 Penalty: 3346.672607
	Iteration 44Q: 3 clusters Score -2699454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2699456.500000 Penalty: 3346.672607
	Iteration 45Q: 3 clusters Score -2699456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2699460.750000 Penalty: 3346.672607
	Iteration 46Q: 3 clusters Score -2699461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2699468.250000 Penalty: 3346.672607
	Iteration 47Q: 3 clusters Score -2699468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2699468.750000 Penalty: 3346.672607
	Iteration 48Q: 3 clusters Score -2699469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2699472.750000 Penalty: 3346.672607
	Iteration 49Q: 3 clusters Score -2699473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2699476.250000 Penalty: 3346.672607
	Iteration 50Q: 3 clusters Score -2699476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2699477.500000 Penalty: 3346.672607
	Iteration 51Q: 3 clusters Score -2699478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2699476.250000 Penalty: 3346.672607
	Iteration 52Q: 3 clusters Score -2699476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2699477.750000 Penalty: 3346.672607
	Iteration 53Q: 3 clusters Score -2699478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2699480.500000 Penalty: 3346.672607
	Iteration 54Q: 3 clusters Score -2699480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2699482.000000 Penalty: 3346.672607
	Iteration 55Q: 3 clusters Score -2699482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2699480.500000 Penalty: 3346.672607
	Iteration 56Q: 3 clusters Score -2699480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2699481.000000 Penalty: 3346.672607
	Iteration 57Q: 3 clusters Score -2699481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2699481.000000 Penalty: 3346.672607
	Iteration 58Q: 3 clusters Score -2699481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2699481.250000 Penalty: 3346.672607
	Iteration 59Q: 3 clusters Score -2699481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2699482.000000 Penalty: 3346.672607
	Iteration 60F: 3 clusters Score -2699482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2699481.500000 Penalty: 3346.672607
	Iteration 61Q: 3 clusters Score -2699482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2699481.000000 Penalty: 3346.672607
	Iteration 62Q: 3 clusters Score -2699481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2699481.000000 Penalty: 3346.672607
	Iteration 63F: 3 clusters Score -2699481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (139368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Entering Unmasked Estep 
Score: -13060306.000000 Penalty: 1924.791992
	Iteration 0F: 2 clusters Score -1.306031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -12967550.000000 Penalty: 3849.583984
	Iteration 0F: 3 clusters Score -1.296755e+07 nChanged 67055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -13008320.000000 Penalty: 3849.583984
	Iteration 1F: 3 clusters Score -1.300832e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -13010886.000000 Penalty: 3849.583984
	Iteration 2Q: 3 clusters Score -1.301089e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -13015265.000000 Penalty: 3849.583984
	Iteration 3F: 3 clusters Score -1.301526e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -13021835.000000 Penalty: 3849.583984
	Iteration 4F: 3 clusters Score -1.302184e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -13030612.000000 Penalty: 3849.583984
	Iteration 5F: 3 clusters Score -1.303061e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -13040010.000000 Penalty: 3849.583984
	Iteration 6F: 3 clusters Score -1.304001e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116633 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -13047211.000000 Penalty: 3849.583984
	Iteration 7F: 3 clusters Score -1.304721e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120573 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -13051173.000000 Penalty: 3849.583984
	Iteration 8Q: 3 clusters Score -1.305117e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123098 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -13053206.000000 Penalty: 3849.583984
	Iteration 9Q: 3 clusters Score -1.305321e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124933 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -13054290.000000 Penalty: 3849.583984
	Iteration 10Q: 3 clusters Score -1.305429e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13055054.000000 Penalty: 3849.583984
	Iteration 11Q: 3 clusters Score -1.305505e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -13055681.000000 Penalty: 3849.583984
	Iteration 12Q: 3 clusters Score -1.305568e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -13056185.000000 Penalty: 3849.583984
	Iteration 13Q: 3 clusters Score -1.305618e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129880 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -13056541.000000 Penalty: 3849.583984
	Iteration 14Q: 3 clusters Score -1.305654e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130689 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -13056795.000000 Penalty: 3849.583984
	Iteration 15Q: 3 clusters Score -1.30568e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131423 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -13057054.000000 Penalty: 3849.583984
	Iteration 16Q: 3 clusters Score -1.305705e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132038 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -13057266.000000 Penalty: 3849.583984
	Iteration 17Q: 3 clusters Score -1.305727e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132640 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -13057534.000000 Penalty: 3849.583984
	Iteration 18Q: 3 clusters Score -1.305753e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133185 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -13057721.000000 Penalty: 3849.583984
	Iteration 19Q: 3 clusters Score -1.305772e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133698 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -13057902.000000 Penalty: 3849.583984
	Iteration 20F: 3 clusters Score -1.30579e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134120 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -13058036.000000 Penalty: 3849.583984
	Iteration 21Q: 3 clusters Score -1.305804e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134485 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -13058138.000000 Penalty: 3849.583984
	Iteration 22Q: 3 clusters Score -1.305814e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134817 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -13058197.000000 Penalty: 3849.583984
	Iteration 23Q: 3 clusters Score -1.30582e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135140 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -13058317.000000 Penalty: 3849.583984
	Iteration 24Q: 3 clusters Score -1.305832e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135433 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -13058428.000000 Penalty: 3849.583984
	Iteration 25Q: 3 clusters Score -1.305843e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135724 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -13058536.000000 Penalty: 3849.583984
	Iteration 26Q: 3 clusters Score -1.305854e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135955 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -13058637.000000 Penalty: 3849.583984
	Iteration 27Q: 3 clusters Score -1.305864e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136145 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -13058764.000000 Penalty: 3849.583984
	Iteration 28Q: 3 clusters Score -1.305876e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136308 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -13058783.000000 Penalty: 3849.583984
	Iteration 29Q: 3 clusters Score -1.305878e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136453 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -13058786.000000 Penalty: 3849.583984
	Iteration 30Q: 3 clusters Score -1.305879e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -13058814.000000 Penalty: 3849.583984
	Iteration 31Q: 3 clusters Score -1.305881e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -13058846.000000 Penalty: 3849.583984
	Iteration 32Q: 3 clusters Score -1.305885e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136816 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13058899.000000 Penalty: 3849.583984
	Iteration 33Q: 3 clusters Score -1.30589e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136903 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -13058930.000000 Penalty: 3849.583984
	Iteration 34Q: 3 clusters Score -1.305893e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -13058966.000000 Penalty: 3849.583984
	Iteration 35Q: 3 clusters Score -1.305897e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13058989.000000 Penalty: 3849.583984
	Iteration 36Q: 3 clusters Score -1.305899e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137058 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13058991.000000 Penalty: 3849.583984
	Iteration 37Q: 3 clusters Score -1.305899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137091 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -13059004.000000 Penalty: 3849.583984
	Iteration 38Q: 3 clusters Score -1.3059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137127 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13058999.000000 Penalty: 3849.583984
	Iteration 39Q: 3 clusters Score -1.3059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -13058990.000000 Penalty: 3849.583984
	Iteration 40F: 3 clusters Score -1.305899e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137199 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -13058996.000000 Penalty: 3849.583984
	Iteration 41Q: 3 clusters Score -1.3059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137236 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -13058994.000000 Penalty: 3849.583984
	Iteration 42Q: 3 clusters Score -1.305899e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -13059008.000000 Penalty: 3849.583984
	Iteration 43Q: 3 clusters Score -1.305901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137297 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -13059027.000000 Penalty: 3849.583984
	Iteration 44Q: 3 clusters Score -1.305903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137311 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -13059041.000000 Penalty: 3849.583984
	Iteration 45Q: 3 clusters Score -1.305904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137332 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13059034.000000 Penalty: 3849.583984
	Iteration 46Q: 3 clusters Score -1.305903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13059031.000000 Penalty: 3849.583984
	Iteration 47Q: 3 clusters Score -1.305903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137372 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -13059041.000000 Penalty: 3849.583984
	Iteration 48Q: 3 clusters Score -1.305904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137381 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -13059032.000000 Penalty: 3849.583984
	Iteration 49Q: 3 clusters Score -1.305903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -13059043.000000 Penalty: 3849.583984
	Iteration 50Q: 3 clusters Score -1.305904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137389 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13059037.000000 Penalty: 3849.583984
	Iteration 51Q: 3 clusters Score -1.305904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137392 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -13059038.000000 Penalty: 3849.583984
	Iteration 52Q: 3 clusters Score -1.305904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137394 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -13059043.000000 Penalty: 3849.583984
	Iteration 53Q: 3 clusters Score -1.305904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13059039.000000 Penalty: 3849.583984
	Iteration 54Q: 3 clusters Score -1.305904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13059043.000000 Penalty: 3849.583984
	Iteration 55Q: 3 clusters Score -1.305904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13059040.000000 Penalty: 3849.583984
	Iteration 56Q: 3 clusters Score -1.305904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13059040.000000 Penalty: 3849.583984
	Iteration 57F: 3 clusters Score -1.305904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (121455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Entering Unmasked Estep 
Score: -11417003.000000 Penalty: 1902.436157
	Iteration 0F: 2 clusters Score -1.1417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -11336082.000000 Penalty: 3804.872314
	Iteration 0F: 3 clusters Score -1.133608e+07 nChanged 58242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -11370118.000000 Penalty: 3804.872314
	Iteration 1F: 3 clusters Score -1.137012e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -11371377.000000 Penalty: 3804.872314
	Iteration 2Q: 3 clusters Score -1.137138e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -11373505.000000 Penalty: 3804.872314
	Iteration 3Q: 3 clusters Score -1.13735e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -11376875.000000 Penalty: 3804.872314
	Iteration 4F: 3 clusters Score -1.137688e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -11382187.000000 Penalty: 3804.872314
	Iteration 5F: 3 clusters Score -1.138219e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -11390189.000000 Penalty: 3804.872314
	Iteration 6F: 3 clusters Score -1.139019e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -11399293.000000 Penalty: 3804.872314
	Iteration 7F: 3 clusters Score -1.139929e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 111638 members 
Entering Unmasked Estep 
Score: -11406991.000000 Penalty: 3804.872314
	Iteration 8F: 3 clusters Score -1.140699e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -11411517.000000 Penalty: 3804.872314
	Iteration 9Q: 3 clusters Score -1.141152e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 118922 members 
Entering Unmasked Estep 
Score: -11413487.000000 Penalty: 3804.872314
	Iteration 10Q: 3 clusters Score -1.141349e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 120100 members 
Entering Unmasked Estep 
Score: -11414516.000000 Penalty: 3804.872314
	Iteration 11Q: 3 clusters Score -1.141452e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -11414950.000000 Penalty: 3804.872314
	Iteration 12Q: 3 clusters Score -1.141495e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -11415131.000000 Penalty: 3804.872314
	Iteration 13Q: 3 clusters Score -1.141513e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 120955 members 
Entering Unmasked Estep 
Score: -11415221.000000 Penalty: 3804.872314
	Iteration 14Q: 3 clusters Score -1.141522e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 121013 members 
Entering Unmasked Estep 
Score: -11415268.000000 Penalty: 3804.872314
	Iteration 15Q: 3 clusters Score -1.141527e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 121047 members 
Entering Unmasked Estep 
Score: -11415287.000000 Penalty: 3804.872314
	Iteration 16Q: 3 clusters Score -1.141529e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 121073 members 
Entering Unmasked Estep 
Score: -11415309.000000 Penalty: 3804.872314
	Iteration 17Q: 3 clusters Score -1.141531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 121084 members 
Entering Unmasked Estep 
Score: -11415329.000000 Penalty: 3804.872314
	Iteration 18Q: 3 clusters Score -1.141533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -11415327.000000 Penalty: 3804.872314
	Iteration 19Q: 3 clusters Score -1.141533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 121097 members 
Entering Unmasked Estep 
Score: -11415346.000000 Penalty: 3804.872314
	Iteration 20F: 3 clusters Score -1.141535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 121102 members 
Entering Unmasked Estep 
Score: -11415347.000000 Penalty: 3804.872314
	Iteration 21Q: 3 clusters Score -1.141535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -11415347.000000 Penalty: 3804.872314
	Iteration 22Q: 3 clusters Score -1.141535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 121106 members 
Entering Unmasked Estep 
Score: -11415348.000000 Penalty: 3804.872314
	Iteration 23Q: 3 clusters Score -1.141535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -11415353.000000 Penalty: 3804.872314
	Iteration 24Q: 3 clusters Score -1.141535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -11415358.000000 Penalty: 3804.872314
	Iteration 25Q: 3 clusters Score -1.141536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 121110 members 
Entering Unmasked Estep 
Score: -11415356.000000 Penalty: 3804.872314
	Iteration 26Q: 3 clusters Score -1.141536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 121112 members 
Entering Unmasked Estep 
Score: -11415360.000000 Penalty: 3804.872314
	Iteration 27Q: 3 clusters Score -1.141536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 121112 members 
Entering Unmasked Estep 
Score: -11415360.000000 Penalty: 3804.872314
	Iteration 28F: 3 clusters Score -1.141536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Entering Unmasked Estep 
Score: -1137732.625000 Penalty: 1526.185669
	Iteration 0F: 2 clusters Score -1137733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1129190.875000 Penalty: 3052.371338
	Iteration 0F: 3 clusters Score -1129191 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1131991.500000 Penalty: 3052.371338
	Iteration 1F: 3 clusters Score -1131992 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1132274.875000 Penalty: 3052.371338
	Iteration 2F: 3 clusters Score -1132275 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1132534.375000 Penalty: 3052.371338
	Iteration 3F: 3 clusters Score -1132534 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1132798.000000 Penalty: 3052.371338
	Iteration 4Q: 3 clusters Score -1132798 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1133066.500000 Penalty: 3052.371338
	Iteration 5Q: 3 clusters Score -1133066 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1133371.125000 Penalty: 3052.371338
	Iteration 6Q: 3 clusters Score -1133371 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1133706.375000 Penalty: 3052.371338
	Iteration 7Q: 3 clusters Score -1133706 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1134096.500000 Penalty: 3052.371338
	Iteration 8Q: 3 clusters Score -1134096 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1134440.375000 Penalty: 3052.371338
	Iteration 9Q: 3 clusters Score -1134440 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1134765.500000 Penalty: 3052.371338
	Iteration 10Q: 3 clusters Score -1134766 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1135054.250000 Penalty: 3052.371338
	Iteration 11Q: 3 clusters Score -1135054 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1135309.000000 Penalty: 3052.371338
	Iteration 12Q: 3 clusters Score -1135309 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1135524.125000 Penalty: 3052.371338
	Iteration 13Q: 3 clusters Score -1135524 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1135692.750000 Penalty: 3052.371338
	Iteration 14Q: 3 clusters Score -1135693 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1135837.750000 Penalty: 3052.371338
	Iteration 15Q: 3 clusters Score -1135838 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1135945.250000 Penalty: 3052.371338
	Iteration 16Q: 3 clusters Score -1135945 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1136037.625000 Penalty: 3052.371338
	Iteration 17Q: 3 clusters Score -1136038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1136118.875000 Penalty: 3052.371338
	Iteration 18Q: 3 clusters Score -1136119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1136178.500000 Penalty: 3052.371338
	Iteration 19Q: 3 clusters Score -1136178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1136229.250000 Penalty: 3052.371338
	Iteration 20F: 3 clusters Score -1136229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1136265.625000 Penalty: 3052.371338
	Iteration 21Q: 3 clusters Score -1136266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1136296.625000 Penalty: 3052.371338
	Iteration 22Q: 3 clusters Score -1136297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1136321.750000 Penalty: 3052.371338
	Iteration 23Q: 3 clusters Score -1136322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1136342.375000 Penalty: 3052.371338
	Iteration 24Q: 3 clusters Score -1136342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1136356.000000 Penalty: 3052.371338
	Iteration 25Q: 3 clusters Score -1136356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1136373.125000 Penalty: 3052.371338
	Iteration 26Q: 3 clusters Score -1136373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1136389.500000 Penalty: 3052.371338
	Iteration 27Q: 3 clusters Score -1136390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1136399.125000 Penalty: 3052.371338
	Iteration 28Q: 3 clusters Score -1136399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1136404.875000 Penalty: 3052.371338
	Iteration 29Q: 3 clusters Score -1136405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1136409.375000 Penalty: 3052.371338
	Iteration 30Q: 3 clusters Score -1136409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1136411.875000 Penalty: 3052.371338
	Iteration 31Q: 3 clusters Score -1136412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1136418.375000 Penalty: 3052.371338
	Iteration 32Q: 3 clusters Score -1136418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1136422.625000 Penalty: 3052.371338
	Iteration 33Q: 3 clusters Score -1136423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1136427.250000 Penalty: 3052.371338
	Iteration 34Q: 3 clusters Score -1136427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1136427.625000 Penalty: 3052.371338
	Iteration 35Q: 3 clusters Score -1136428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1136431.500000 Penalty: 3052.371338
	Iteration 36Q: 3 clusters Score -1136432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1136437.125000 Penalty: 3052.371338
	Iteration 37Q: 3 clusters Score -1136437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1136440.625000 Penalty: 3052.371338
	Iteration 38Q: 3 clusters Score -1136441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1136442.625000 Penalty: 3052.371338
	Iteration 39Q: 3 clusters Score -1136443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1136446.125000 Penalty: 3052.371338
	Iteration 40F: 3 clusters Score -1136446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1136449.500000 Penalty: 3052.371338
	Iteration 41Q: 3 clusters Score -1136450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1136451.750000 Penalty: 3052.371338
	Iteration 42Q: 3 clusters Score -1136452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1136452.875000 Penalty: 3052.371338
	Iteration 43Q: 3 clusters Score -1136453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1136454.500000 Penalty: 3052.371338
	Iteration 44Q: 3 clusters Score -1136454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1136455.750000 Penalty: 3052.371338
	Iteration 45Q: 3 clusters Score -1136456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1136455.750000 Penalty: 3052.371338
	Iteration 46F: 3 clusters Score -1136456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Entering Unmasked Estep 
Score: -2917009.500000 Penalty: 1678.831055
	Iteration 0F: 2 clusters Score -2917010 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 15407 members 
Entering Unmasked Estep 
Score: -2896315.250000 Penalty: 3357.662109
	Iteration 0F: 3 clusters Score -2896315 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2904234.500000 Penalty: 3357.662109
	Iteration 1F: 3 clusters Score -2904234 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2904643.500000 Penalty: 3357.662109
	Iteration 2Q: 3 clusters Score -2904644 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2905118.000000 Penalty: 3357.662109
	Iteration 3Q: 3 clusters Score -2905118 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2905704.000000 Penalty: 3357.662109
	Iteration 4Q: 3 clusters Score -2905704 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2906583.000000 Penalty: 3357.662109
	Iteration 5F: 3 clusters Score -2906583 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2907736.000000 Penalty: 3357.662109
	Iteration 6F: 3 clusters Score -2907736 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2909341.250000 Penalty: 3357.662109
	Iteration 7F: 3 clusters Score -2909341 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2911250.000000 Penalty: 3357.662109
	Iteration 8F: 3 clusters Score -2911250 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2912947.000000 Penalty: 3357.662109
	Iteration 9F: 3 clusters Score -2912947 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2914091.500000 Penalty: 3357.662109
	Iteration 10Q: 3 clusters Score -2914092 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -2914660.750000 Penalty: 3357.662109
	Iteration 11Q: 3 clusters Score -2914661 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -2914928.500000 Penalty: 3357.662109
	Iteration 12Q: 3 clusters Score -2914928 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -2915079.000000 Penalty: 3357.662109
	Iteration 13Q: 3 clusters Score -2915079 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -2915203.500000 Penalty: 3357.662109
	Iteration 14Q: 3 clusters Score -2915204 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -2915307.250000 Penalty: 3357.662109
	Iteration 15Q: 3 clusters Score -2915307 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -2915396.750000 Penalty: 3357.662109
	Iteration 16Q: 3 clusters Score -2915397 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -2915446.500000 Penalty: 3357.662109
	Iteration 17Q: 3 clusters Score -2915446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -2915492.750000 Penalty: 3357.662109
	Iteration 18Q: 3 clusters Score -2915493 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -2915549.250000 Penalty: 3357.662109
	Iteration 19Q: 3 clusters Score -2915549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -2915588.500000 Penalty: 3357.662109
	Iteration 20F: 3 clusters Score -2915588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -2915619.250000 Penalty: 3357.662109
	Iteration 21Q: 3 clusters Score -2915619 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2915638.750000 Penalty: 3357.662109
	Iteration 22Q: 3 clusters Score -2915639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -2915656.250000 Penalty: 3357.662109
	Iteration 23Q: 3 clusters Score -2915656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -2915669.250000 Penalty: 3357.662109
	Iteration 24Q: 3 clusters Score -2915669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -2915693.500000 Penalty: 3357.662109
	Iteration 25Q: 3 clusters Score -2915694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -2915708.750000 Penalty: 3357.662109
	Iteration 26Q: 3 clusters Score -2915709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -2915720.750000 Penalty: 3357.662109
	Iteration 27Q: 3 clusters Score -2915721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -2915739.750000 Penalty: 3357.662109
	Iteration 28Q: 3 clusters Score -2915740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -2915752.500000 Penalty: 3357.662109
	Iteration 29Q: 3 clusters Score -2915752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -2915760.000000 Penalty: 3357.662109
	Iteration 30Q: 3 clusters Score -2915760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2915776.750000 Penalty: 3357.662109
	Iteration 31Q: 3 clusters Score -2915777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -2915779.750000 Penalty: 3357.662109
	Iteration 32Q: 3 clusters Score -2915780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -2915776.250000 Penalty: 3357.662109
	Iteration 33Q: 3 clusters Score -2915776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -2915779.750000 Penalty: 3357.662109
	Iteration 34Q: 3 clusters Score -2915780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -2915784.500000 Penalty: 3357.662109
	Iteration 35Q: 3 clusters Score -2915784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -2915780.500000 Penalty: 3357.662109
	Iteration 36Q: 3 clusters Score -2915780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -2915786.750000 Penalty: 3357.662109
	Iteration 37Q: 3 clusters Score -2915787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -2915793.000000 Penalty: 3357.662109
	Iteration 38Q: 3 clusters Score -2915793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -2915797.250000 Penalty: 3357.662109
	Iteration 39Q: 3 clusters Score -2915797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -2915799.250000 Penalty: 3357.662109
	Iteration 40F: 3 clusters Score -2915799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -2915801.250000 Penalty: 3357.662109
	Iteration 41Q: 3 clusters Score -2915801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -2915799.500000 Penalty: 3357.662109
	Iteration 42Q: 3 clusters Score -2915800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -2915796.750000 Penalty: 3357.662109
	Iteration 43Q: 3 clusters Score -2915797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -2915800.500000 Penalty: 3357.662109
	Iteration 44Q: 3 clusters Score -2915800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -2915798.500000 Penalty: 3357.662109
	Iteration 45Q: 3 clusters Score -2915798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -2915803.750000 Penalty: 3357.662109
	Iteration 46Q: 3 clusters Score -2915804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -2915807.000000 Penalty: 3357.662109
	Iteration 47Q: 3 clusters Score -2915807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -2915806.750000 Penalty: 3357.662109
	Iteration 48Q: 3 clusters Score -2915807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -2915812.000000 Penalty: 3357.662109
	Iteration 49Q: 3 clusters Score -2915812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -2915810.250000 Penalty: 3357.662109
	Iteration 50Q: 3 clusters Score -2915810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -2915810.500000 Penalty: 3357.662109
	Iteration 51Q: 3 clusters Score -2915810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -2915808.250000 Penalty: 3357.662109
	Iteration 52Q: 3 clusters Score -2915808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -2915810.750000 Penalty: 3357.662109
	Iteration 53Q: 3 clusters Score -2915811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -2915809.000000 Penalty: 3357.662109
	Iteration 54Q: 3 clusters Score -2915809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -2915809.750000 Penalty: 3357.662109
	Iteration 55Q: 3 clusters Score -2915810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -2915812.250000 Penalty: 3357.662109
	Iteration 56Q: 3 clusters Score -2915812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -2915811.250000 Penalty: 3357.662109
	Iteration 57Q: 3 clusters Score -2915811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -2915812.250000 Penalty: 3357.662109
	Iteration 58Q: 3 clusters Score -2915812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -2915817.750000 Penalty: 3357.662109
	Iteration 59Q: 3 clusters Score -2915818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -2915816.750000 Penalty: 3357.662109
	Iteration 60F: 3 clusters Score -2915817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -2915818.500000 Penalty: 3357.662109
	Iteration 61Q: 3 clusters Score -2915818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -2915816.750000 Penalty: 3357.662109
	Iteration 62Q: 3 clusters Score -2915817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -2915814.750000 Penalty: 3357.662109
	Iteration 63Q: 3 clusters Score -2915815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -2915816.500000 Penalty: 3357.662109
	Iteration 64Q: 3 clusters Score -2915816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -2915820.750000 Penalty: 3357.662109
	Iteration 65Q: 3 clusters Score -2915821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -2915819.500000 Penalty: 3357.662109
	Iteration 66Q: 3 clusters Score -2915820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -2915822.000000 Penalty: 3357.662109
	Iteration 67Q: 3 clusters Score -2915822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -2915822.250000 Penalty: 3357.662109
	Iteration 68Q: 3 clusters Score -2915822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -2915825.000000 Penalty: 3357.662109
	Iteration 69Q: 3 clusters Score -2915825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -2915823.250000 Penalty: 3357.662109
	Iteration 70Q: 3 clusters Score -2915823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -2915823.250000 Penalty: 3357.662109
	Iteration 71F: 3 clusters Score -2915823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -342426.468750 Penalty: 1342.372192
	Iteration 0F: 2 clusters Score -342426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -339169.843750 Penalty: 2684.744385
	Iteration 0F: 3 clusters Score -339169.8 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -340037.000000 Penalty: 2684.744385
	Iteration 1F: 3 clusters Score -340037 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -340234.687500 Penalty: 2684.744385
	Iteration 2F: 3 clusters Score -340234.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -340380.968750 Penalty: 2684.744385
	Iteration 3F: 3 clusters Score -340381 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -340488.312500 Penalty: 2684.744385
	Iteration 4Q: 3 clusters Score -340488.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -340589.031250 Penalty: 2684.744385
	Iteration 5Q: 3 clusters Score -340589 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -340701.968750 Penalty: 2684.744385
	Iteration 6Q: 3 clusters Score -340702 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -340850.218750 Penalty: 2684.744385
	Iteration 7Q: 3 clusters Score -340850.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -341017.125000 Penalty: 2684.744385
	Iteration 8Q: 3 clusters Score -341017.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -341212.937500 Penalty: 2684.744385
	Iteration 9Q: 3 clusters Score -341212.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -341418.906250 Penalty: 2684.744385
	Iteration 10Q: 3 clusters Score -341418.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -341638.562500 Penalty: 2684.744385
	Iteration 11Q: 3 clusters Score -341638.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -341782.718750 Penalty: 2684.744385
	Iteration 12Q: 3 clusters Score -341782.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -341857.593750 Penalty: 2684.744385
	Iteration 13Q: 3 clusters Score -341857.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -341911.187500 Penalty: 2684.744385
	Iteration 14Q: 3 clusters Score -341911.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -341948.812500 Penalty: 2684.744385
	Iteration 15Q: 3 clusters Score -341948.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -341975.031250 Penalty: 2684.744385
	Iteration 16Q: 3 clusters Score -341975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -341990.343750 Penalty: 2684.744385
	Iteration 17Q: 3 clusters Score -341990.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -342004.812500 Penalty: 2684.744385
	Iteration 18Q: 3 clusters Score -342004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -342010.875000 Penalty: 2684.744385
	Iteration 19Q: 3 clusters Score -342010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -342013.468750 Penalty: 2684.744385
	Iteration 20F: 3 clusters Score -342013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -342017.000000 Penalty: 2684.744385
	Iteration 21Q: 3 clusters Score -342017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -342019.031250 Penalty: 2684.744385
	Iteration 22Q: 3 clusters Score -342019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -342020.937500 Penalty: 2684.744385
	Iteration 23Q: 3 clusters Score -342020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -342022.687500 Penalty: 2684.744385
	Iteration 24Q: 3 clusters Score -342022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -342022.625000 Penalty: 2684.744385
	Iteration 25Q: 3 clusters Score -342022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -342022.625000 Penalty: 2684.744385
	Iteration 26F: 3 clusters Score -342022.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -17862.662109 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -17862.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17071.880859 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -17071.88 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17290.884766 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -17290.88 nChanged 26
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: -17330.953125 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -17330.95 nChanged 17
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: -17371.509766 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -17371.51 nChanged 10
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: -17385.564453 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -17385.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17399.046875 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -17399.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17447.035156 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -17447.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17493.580078 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -17493.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17540.052734 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -17540.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17584.345703 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -17584.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17607.429688 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -17607.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17626.832031 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -17626.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17657.943359 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -17657.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17665.126953 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -17665.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17667.671875 Penalty: 1924.512939
	Iteration 14Q: 3 clusters Score -17667.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17669.914062 Penalty: 1924.512939
	Iteration 15F: 3 clusters Score -17669.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17700.535156 Penalty: 1924.512939
	Iteration 16Q: 3 clusters Score -17700.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17706.027344 Penalty: 1924.512939
	Iteration 17Q: 3 clusters Score -17706.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17721.046875 Penalty: 1924.512939
	Iteration 18Q: 3 clusters Score -17721.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17723.769531 Penalty: 1924.512939
	Iteration 19Q: 3 clusters Score -17723.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17723.769531 Penalty: 1924.512939
	Iteration 20F: 3 clusters Score -17723.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -54998.496094 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -54998.5 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 322 members 
Entering Unmasked Estep 
Score: -53810.792969 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -53810.79 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54001.738281 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -54001.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54088.765625 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -54088.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54126.742188 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -54126.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54142.816406 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -54142.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54153.347656 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -54153.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54166.800781 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -54166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54171.019531 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -54171.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54175.125000 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -54175.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54179.210938 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -54179.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54182.148438 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -54182.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54183.671875 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -54183.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54183.671875 Penalty: 2107.506592
	Iteration 12F: 3 clusters Score -54183.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176802 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 179669 members 
Mstep: Class 12 contains 29657 members 
Mstep: Class 13 contains 139368 members 
Mstep: Class 14 contains 121455 members 
Mstep: Class 15 contains 11991 members 
Mstep: Class 16 contains 30677 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450680.000000 Penalty: 41666.851562
Iteration 159Q: 20 clusters Score -6.645068e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176823 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 179664 members 
Mstep: Class 12 contains 29668 members 
Mstep: Class 13 contains 139347 members 
Mstep: Class 14 contains 121439 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 30680 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450716.000000 Penalty: 41666.851562
Iteration 160F: 20 clusters Score -6.645072e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176866 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 5593 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9151 members 
Mstep: Class 11 contains 179664 members 
Mstep: Class 12 contains 29673 members 
Mstep: Class 13 contains 139320 members 
Mstep: Class 14 contains 121422 members 
Mstep: Class 15 contains 11992 members 
Mstep: Class 16 contains 30678 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450684.000000 Penalty: 41666.851562
Iteration 161Q: 20 clusters Score -6.645068e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176887 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9155 members 
Mstep: Class 11 contains 179672 members 
Mstep: Class 12 contains 29685 members 
Mstep: Class 13 contains 139294 members 
Mstep: Class 14 contains 121406 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 30685 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450644.000000 Penalty: 41666.851562
Iteration 162Q: 20 clusters Score -6.645064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176886 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 179688 members 
Mstep: Class 12 contains 29687 members 
Mstep: Class 13 contains 139272 members 
Mstep: Class 14 contains 121401 members 
Mstep: Class 15 contains 11988 members 
Mstep: Class 16 contains 30690 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450640.000000 Penalty: 41666.851562
Iteration 163Q: 20 clusters Score -6.645064e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176886 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 5578 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9172 members 
Mstep: Class 11 contains 179711 members 
Mstep: Class 12 contains 29701 members 
Mstep: Class 13 contains 139240 members 
Mstep: Class 14 contains 121394 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 30693 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450692.000000 Penalty: 41666.851562
Iteration 164Q: 20 clusters Score -6.645069e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176889 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 5577 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9178 members 
Mstep: Class 11 contains 179739 members 
Mstep: Class 12 contains 29711 members 
Mstep: Class 13 contains 139205 members 
Mstep: Class 14 contains 121382 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 30689 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450656.000000 Penalty: 41666.851562
Iteration 165Q: 20 clusters Score -6.645066e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176904 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9186 members 
Mstep: Class 11 contains 179757 members 
Mstep: Class 12 contains 29718 members 
Mstep: Class 13 contains 139170 members 
Mstep: Class 14 contains 121371 members 
Mstep: Class 15 contains 11990 members 
Mstep: Class 16 contains 30693 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450608.000000 Penalty: 41666.851562
Iteration 166Q: 20 clusters Score -6.645061e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176923 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9197 members 
Mstep: Class 11 contains 179762 members 
Mstep: Class 12 contains 29719 members 
Mstep: Class 13 contains 139139 members 
Mstep: Class 14 contains 121370 members 
Mstep: Class 15 contains 11988 members 
Mstep: Class 16 contains 30697 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450564.000000 Penalty: 41666.851562
Iteration 167Q: 20 clusters Score -6.645056e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176932 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 5566 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9210 members 
Mstep: Class 11 contains 179765 members 
Mstep: Class 12 contains 29720 members 
Mstep: Class 13 contains 139109 members 
Mstep: Class 14 contains 121370 members 
Mstep: Class 15 contains 11983 members 
Mstep: Class 16 contains 30710 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450576.000000 Penalty: 41666.851562
Iteration 168Q: 20 clusters Score -6.645058e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176951 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 5563 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9225 members 
Mstep: Class 11 contains 179765 members 
Mstep: Class 12 contains 29712 members 
Mstep: Class 13 contains 139085 members 
Mstep: Class 14 contains 121368 members 
Mstep: Class 15 contains 11978 members 
Mstep: Class 16 contains 30718 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450640.000000 Penalty: 41666.851562
Iteration 169Q: 20 clusters Score -6.645064e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176960 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9239 members 
Mstep: Class 11 contains 179766 members 
Mstep: Class 12 contains 29712 members 
Mstep: Class 13 contains 139062 members 
Mstep: Class 14 contains 121363 members 
Mstep: Class 15 contains 11972 members 
Mstep: Class 16 contains 30730 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450688.000000 Penalty: 41666.851562
Iteration 170Q: 20 clusters Score -6.645069e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176969 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 5557 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9256 members 
Mstep: Class 11 contains 179765 members 
Mstep: Class 12 contains 29711 members 
Mstep: Class 13 contains 139045 members 
Mstep: Class 14 contains 121362 members 
Mstep: Class 15 contains 11966 members 
Mstep: Class 16 contains 30733 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450708.000000 Penalty: 41666.851562
Iteration 171Q: 20 clusters Score -6.645071e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176982 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9269 members 
Mstep: Class 11 contains 179767 members 
Mstep: Class 12 contains 29704 members 
Mstep: Class 13 contains 139022 members 
Mstep: Class 14 contains 121360 members 
Mstep: Class 15 contains 11964 members 
Mstep: Class 16 contains 30738 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450732.000000 Penalty: 41666.851562
Iteration 172Q: 20 clusters Score -6.645073e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176986 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9280 members 
Mstep: Class 11 contains 179771 members 
Mstep: Class 12 contains 29702 members 
Mstep: Class 13 contains 139005 members 
Mstep: Class 14 contains 121356 members 
Mstep: Class 15 contains 11962 members 
Mstep: Class 16 contains 30743 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450664.000000 Penalty: 41666.851562
Iteration 173Q: 20 clusters Score -6.645066e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176986 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9293 members 
Mstep: Class 11 contains 179771 members 
Mstep: Class 12 contains 29704 members 
Mstep: Class 13 contains 138999 members 
Mstep: Class 14 contains 121346 members 
Mstep: Class 15 contains 11958 members 
Mstep: Class 16 contains 30748 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450760.000000 Penalty: 41666.851562
Iteration 174Q: 20 clusters Score -6.645076e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176989 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 5552 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9308 members 
Mstep: Class 11 contains 179771 members 
Mstep: Class 12 contains 29700 members 
Mstep: Class 13 contains 138990 members 
Mstep: Class 14 contains 121340 members 
Mstep: Class 15 contains 11956 members 
Mstep: Class 16 contains 30753 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450744.000000 Penalty: 41666.851562
Iteration 175Q: 20 clusters Score -6.645074e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176991 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9321 members 
Mstep: Class 11 contains 179772 members 
Mstep: Class 12 contains 29700 members 
Mstep: Class 13 contains 138985 members 
Mstep: Class 14 contains 121330 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30758 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450700.000000 Penalty: 41666.851562
Iteration 176Q: 20 clusters Score -6.64507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176995 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 179773 members 
Mstep: Class 12 contains 29694 members 
Mstep: Class 13 contains 138989 members 
Mstep: Class 14 contains 121317 members 
Mstep: Class 15 contains 11953 members 
Mstep: Class 16 contains 30758 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450692.000000 Penalty: 41666.851562
Iteration 177Q: 20 clusters Score -6.645069e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 177004 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 5545 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 179769 members 
Mstep: Class 12 contains 29686 members 
Mstep: Class 13 contains 138987 members 
Mstep: Class 14 contains 121313 members 
Mstep: Class 15 contains 11953 members 
Mstep: Class 16 contains 30759 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450640.000000 Penalty: 41666.851562
Iteration 178Q: 20 clusters Score -6.645064e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 177009 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 179766 members 
Mstep: Class 12 contains 29673 members 
Mstep: Class 13 contains 138984 members 
Mstep: Class 14 contains 121309 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30760 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450640.000000 Penalty: 41666.851562
Iteration 179Q: 20 clusters Score -6.645064e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 177005 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 7 contains 5546 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 11 contains 179768 members 
Mstep: Class 12 contains 29664 members 
Mstep: Class 13 contains 138982 members 
Mstep: Class 14 contains 121305 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30760 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450588.000000 Penalty: 41666.851562
Iteration 180F: 20 clusters Score -6.645059e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176999 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 179768 members 
Mstep: Class 12 contains 29655 members 
Mstep: Class 13 contains 138980 members 
Mstep: Class 14 contains 121303 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30759 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450624.000000 Penalty: 41666.851562
Iteration 181Q: 20 clusters Score -6.645062e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176991 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 5548 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9428 members 
Mstep: Class 11 contains 179770 members 
Mstep: Class 12 contains 29639 members 
Mstep: Class 13 contains 138980 members 
Mstep: Class 14 contains 121299 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30758 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450616.000000 Penalty: 41666.851562
Iteration 182Q: 20 clusters Score -6.645062e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176984 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 11 contains 179766 members 
Mstep: Class 12 contains 29632 members 
Mstep: Class 13 contains 138978 members 
Mstep: Class 14 contains 121298 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30757 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450608.000000 Penalty: 41666.851562
Iteration 183Q: 20 clusters Score -6.645061e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176979 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 5546 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9480 members 
Mstep: Class 11 contains 179764 members 
Mstep: Class 12 contains 29618 members 
Mstep: Class 13 contains 138974 members 
Mstep: Class 14 contains 121295 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30756 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450608.000000 Penalty: 41666.851562
Iteration 184Q: 20 clusters Score -6.645061e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176974 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 5542 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 11 contains 179763 members 
Mstep: Class 12 contains 29611 members 
Mstep: Class 13 contains 138966 members 
Mstep: Class 14 contains 121290 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30755 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450664.000000 Penalty: 41666.851562
Iteration 185Q: 20 clusters Score -6.645066e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176974 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 5543 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 179762 members 
Mstep: Class 12 contains 29590 members 
Mstep: Class 13 contains 138955 members 
Mstep: Class 14 contains 121287 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30753 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450676.000000 Penalty: 41666.851562
Iteration 186Q: 20 clusters Score -6.645068e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176973 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 5537 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 179755 members 
Mstep: Class 12 contains 29579 members 
Mstep: Class 13 contains 138941 members 
Mstep: Class 14 contains 121284 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30752 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450672.000000 Penalty: 41666.851562
Iteration 187Q: 20 clusters Score -6.645067e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176968 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9629 members 
Mstep: Class 11 contains 179753 members 
Mstep: Class 12 contains 29559 members 
Mstep: Class 13 contains 138926 members 
Mstep: Class 14 contains 121285 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30751 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450680.000000 Penalty: 41666.851562
Iteration 188Q: 20 clusters Score -6.645068e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176958 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 5534 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 179750 members 
Mstep: Class 12 contains 29542 members 
Mstep: Class 13 contains 138922 members 
Mstep: Class 14 contains 121279 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30753 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450700.000000 Penalty: 41666.851562
Iteration 189Q: 20 clusters Score -6.64507e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176944 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 5535 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9701 members 
Mstep: Class 11 contains 179749 members 
Mstep: Class 12 contains 29536 members 
Mstep: Class 13 contains 138915 members 
Mstep: Class 14 contains 121274 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30754 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450672.000000 Penalty: 41666.851562
Iteration 190Q: 20 clusters Score -6.645067e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 176939 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 5534 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9730 members 
Mstep: Class 11 contains 179747 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 13 contains 138903 members 
Mstep: Class 14 contains 121265 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 30757 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450696.000000 Penalty: 41666.851562
Iteration 191Q: 20 clusters Score -6.64507e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 176934 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 5534 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9748 members 
Mstep: Class 11 contains 179746 members 
Mstep: Class 12 contains 29543 members 
Mstep: Class 13 contains 138891 members 
Mstep: Class 14 contains 121252 members 
Mstep: Class 15 contains 11953 members 
Mstep: Class 16 contains 30761 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450720.000000 Penalty: 41666.851562
Iteration 192Q: 20 clusters Score -6.645072e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176930 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 5535 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9774 members 
Mstep: Class 11 contains 179747 members 
Mstep: Class 12 contains 29542 members 
Mstep: Class 13 contains 138877 members 
Mstep: Class 14 contains 121242 members 
Mstep: Class 15 contains 11951 members 
Mstep: Class 16 contains 30762 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450736.000000 Penalty: 41666.851562
Iteration 193Q: 20 clusters Score -6.645074e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176935 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9797 members 
Mstep: Class 11 contains 179747 members 
Mstep: Class 12 contains 29536 members 
Mstep: Class 13 contains 138858 members 
Mstep: Class 14 contains 121234 members 
Mstep: Class 15 contains 11952 members 
Mstep: Class 16 contains 30762 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450712.000000 Penalty: 41666.851562
Iteration 194Q: 20 clusters Score -6.645071e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176951 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 5537 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 179742 members 
Mstep: Class 12 contains 29532 members 
Mstep: Class 13 contains 138838 members 
Mstep: Class 14 contains 121226 members 
Mstep: Class 15 contains 11952 members 
Mstep: Class 16 contains 30760 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450704.000000 Penalty: 41666.851562
Iteration 195Q: 20 clusters Score -6.64507e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176951 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 179742 members 
Mstep: Class 12 contains 29529 members 
Mstep: Class 13 contains 138824 members 
Mstep: Class 14 contains 121216 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 30765 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450688.000000 Penalty: 41666.851562
Iteration 196Q: 20 clusters Score -6.645069e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176959 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 5532 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9883 members 
Mstep: Class 11 contains 179734 members 
Mstep: Class 12 contains 29518 members 
Mstep: Class 13 contains 138809 members 
Mstep: Class 14 contains 121209 members 
Mstep: Class 15 contains 11949 members 
Mstep: Class 16 contains 30767 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450712.000000 Penalty: 41666.851562
Iteration 197Q: 20 clusters Score -6.645071e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176963 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 11 contains 179727 members 
Mstep: Class 12 contains 29514 members 
Mstep: Class 13 contains 138794 members 
Mstep: Class 14 contains 121205 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 30767 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450716.000000 Penalty: 41666.851562
Iteration 198Q: 20 clusters Score -6.645072e+07 nChanged 73
Entering ConstructFrom: 
Score: -66450716.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (9906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Entering Unmasked Estep 
Score: -924998.062500 Penalty: 1495.145630
	Iteration 0F: 2 clusters Score -924998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -917920.125000 Penalty: 2990.291260
	Iteration 0F: 3 clusters Score -917920.1 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -920183.937500 Penalty: 2990.291260
	Iteration 1F: 3 clusters Score -920183.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -920457.750000 Penalty: 2990.291260
	Iteration 2F: 3 clusters Score -920457.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -920714.937500 Penalty: 2990.291260
	Iteration 3Q: 3 clusters Score -920714.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -920997.250000 Penalty: 2990.291260
	Iteration 4F: 3 clusters Score -920997.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -921273.875000 Penalty: 2990.291260
	Iteration 5Q: 3 clusters Score -921273.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -921575.812500 Penalty: 2990.291260
	Iteration 6Q: 3 clusters Score -921575.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -921943.125000 Penalty: 2990.291260
	Iteration 7Q: 3 clusters Score -921943.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -922368.500000 Penalty: 2990.291260
	Iteration 8F: 3 clusters Score -922368.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -922795.937500 Penalty: 2990.291260
	Iteration 9F: 3 clusters Score -922795.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -923056.625000 Penalty: 2990.291260
	Iteration 10Q: 3 clusters Score -923056.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -923206.875000 Penalty: 2990.291260
	Iteration 11Q: 3 clusters Score -923206.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -923287.312500 Penalty: 2990.291260
	Iteration 12Q: 3 clusters Score -923287.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -923334.187500 Penalty: 2990.291260
	Iteration 13Q: 3 clusters Score -923334.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -923367.437500 Penalty: 2990.291260
	Iteration 14Q: 3 clusters Score -923367.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -923395.812500 Penalty: 2990.291260
	Iteration 15Q: 3 clusters Score -923395.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -923429.000000 Penalty: 2990.291260
	Iteration 16Q: 3 clusters Score -923429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -923462.375000 Penalty: 2990.291260
	Iteration 17Q: 3 clusters Score -923462.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -923489.500000 Penalty: 2990.291260
	Iteration 18Q: 3 clusters Score -923489.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -923509.750000 Penalty: 2990.291260
	Iteration 19Q: 3 clusters Score -923509.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -923529.500000 Penalty: 2990.291260
	Iteration 20F: 3 clusters Score -923529.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -923535.875000 Penalty: 2990.291260
	Iteration 21Q: 3 clusters Score -923535.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -923545.750000 Penalty: 2990.291260
	Iteration 22Q: 3 clusters Score -923545.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -923553.687500 Penalty: 2990.291260
	Iteration 23Q: 3 clusters Score -923553.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -923557.812500 Penalty: 2990.291260
	Iteration 24Q: 3 clusters Score -923557.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -923562.000000 Penalty: 2990.291260
	Iteration 25Q: 3 clusters Score -923562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -923569.812500 Penalty: 2990.291260
	Iteration 26Q: 3 clusters Score -923569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -923573.250000 Penalty: 2990.291260
	Iteration 27Q: 3 clusters Score -923573.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -923579.500000 Penalty: 2990.291260
	Iteration 28Q: 3 clusters Score -923579.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -923582.375000 Penalty: 2990.291260
	Iteration 29Q: 3 clusters Score -923582.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -923586.062500 Penalty: 2990.291260
	Iteration 30Q: 3 clusters Score -923586.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -923590.562500 Penalty: 2990.291260
	Iteration 31Q: 3 clusters Score -923590.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -923591.125000 Penalty: 2990.291260
	Iteration 32Q: 3 clusters Score -923591.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -923593.125000 Penalty: 2990.291260
	Iteration 33Q: 3 clusters Score -923593.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -923593.437500 Penalty: 2990.291260
	Iteration 34Q: 3 clusters Score -923593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -923595.562500 Penalty: 2990.291260
	Iteration 35Q: 3 clusters Score -923595.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -923595.375000 Penalty: 2990.291260
	Iteration 36Q: 3 clusters Score -923595.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -923601.062500 Penalty: 2990.291260
	Iteration 37Q: 3 clusters Score -923601.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -923605.125000 Penalty: 2990.291260
	Iteration 38Q: 3 clusters Score -923605.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -923611.437500 Penalty: 2990.291260
	Iteration 39Q: 3 clusters Score -923611.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -923614.125000 Penalty: 2990.291260
	Iteration 40F: 3 clusters Score -923614.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -923620.187500 Penalty: 2990.291260
	Iteration 41Q: 3 clusters Score -923620.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -923624.687500 Penalty: 2990.291260
	Iteration 42Q: 3 clusters Score -923624.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -923631.687500 Penalty: 2990.291260
	Iteration 43Q: 3 clusters Score -923631.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -923640.562500 Penalty: 2990.291260
	Iteration 44Q: 3 clusters Score -923640.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -923646.812500 Penalty: 2990.291260
	Iteration 45Q: 3 clusters Score -923646.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -923657.500000 Penalty: 2990.291260
	Iteration 46Q: 3 clusters Score -923657.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -923669.375000 Penalty: 2990.291260
	Iteration 47Q: 3 clusters Score -923669.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -923684.187500 Penalty: 2990.291260
	Iteration 48Q: 3 clusters Score -923684.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -923703.250000 Penalty: 2990.291260
	Iteration 49Q: 3 clusters Score -923703.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -923721.125000 Penalty: 2990.291260
	Iteration 50Q: 3 clusters Score -923721.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -923744.375000 Penalty: 2990.291260
	Iteration 51Q: 3 clusters Score -923744.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -923769.625000 Penalty: 2990.291260
	Iteration 52Q: 3 clusters Score -923769.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -923794.000000 Penalty: 2990.291260
	Iteration 53Q: 3 clusters Score -923794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -923818.125000 Penalty: 2990.291260
	Iteration 54Q: 3 clusters Score -923818.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -923841.250000 Penalty: 2990.291260
	Iteration 55Q: 3 clusters Score -923841.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -923867.312500 Penalty: 2990.291260
	Iteration 56Q: 3 clusters Score -923867.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -923897.437500 Penalty: 2990.291260
	Iteration 57Q: 3 clusters Score -923897.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -923928.250000 Penalty: 2990.291260
	Iteration 58Q: 3 clusters Score -923928.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -923958.812500 Penalty: 2990.291260
	Iteration 59Q: 3 clusters Score -923958.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -923986.187500 Penalty: 2990.291260
	Iteration 60F: 3 clusters Score -923986.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -924012.125000 Penalty: 2990.291260
	Iteration 61Q: 3 clusters Score -924012.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -924034.312500 Penalty: 2990.291260
	Iteration 62Q: 3 clusters Score -924034.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -924052.562500 Penalty: 2990.291260
	Iteration 63Q: 3 clusters Score -924052.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -924074.312500 Penalty: 2990.291260
	Iteration 64Q: 3 clusters Score -924074.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -924091.500000 Penalty: 2990.291260
	Iteration 65Q: 3 clusters Score -924091.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -924105.437500 Penalty: 2990.291260
	Iteration 66Q: 3 clusters Score -924105.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -924119.500000 Penalty: 2990.291260
	Iteration 67Q: 3 clusters Score -924119.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -924127.312500 Penalty: 2990.291260
	Iteration 68Q: 3 clusters Score -924127.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -924132.437500 Penalty: 2990.291260
	Iteration 69Q: 3 clusters Score -924132.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -924136.125000 Penalty: 2990.291260
	Iteration 70Q: 3 clusters Score -924136.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -924140.312500 Penalty: 2990.291260
	Iteration 71Q: 3 clusters Score -924140.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -924144.062500 Penalty: 2990.291260
	Iteration 72Q: 3 clusters Score -924144.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -924146.812500 Penalty: 2990.291260
	Iteration 73Q: 3 clusters Score -924146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -924148.437500 Penalty: 2990.291260
	Iteration 74Q: 3 clusters Score -924148.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -924148.437500 Penalty: 2990.291260
	Iteration 75Q: 3 clusters Score -924148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -924147.625000 Penalty: 2990.291260
	Iteration 76Q: 3 clusters Score -924147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -924149.500000 Penalty: 2990.291260
	Iteration 77Q: 3 clusters Score -924149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -924149.812500 Penalty: 2990.291260
	Iteration 78Q: 3 clusters Score -924149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -924151.312500 Penalty: 2990.291260
	Iteration 79Q: 3 clusters Score -924151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -924151.562500 Penalty: 2990.291260
	Iteration 80F: 3 clusters Score -924151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -924152.750000 Penalty: 2990.291260
	Iteration 81Q: 3 clusters Score -924152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -924153.125000 Penalty: 2990.291260
	Iteration 82Q: 3 clusters Score -924153.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -924155.312500 Penalty: 2990.291260
	Iteration 83Q: 3 clusters Score -924155.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -924158.250000 Penalty: 2990.291260
	Iteration 84Q: 3 clusters Score -924158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -924156.812500 Penalty: 2990.291260
	Iteration 85Q: 3 clusters Score -924156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -924159.687500 Penalty: 2990.291260
	Iteration 86Q: 3 clusters Score -924159.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -924162.875000 Penalty: 2990.291260
	Iteration 87Q: 3 clusters Score -924162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -924163.937500 Penalty: 2990.291260
	Iteration 88Q: 3 clusters Score -924163.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -924166.437500 Penalty: 2990.291260
	Iteration 89Q: 3 clusters Score -924166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -924167.312500 Penalty: 2990.291260
	Iteration 90Q: 3 clusters Score -924167.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -924169.375000 Penalty: 2990.291260
	Iteration 91Q: 3 clusters Score -924169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -924169.625000 Penalty: 2990.291260
	Iteration 92Q: 3 clusters Score -924169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -924169.812500 Penalty: 2990.291260
	Iteration 93Q: 3 clusters Score -924169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -924172.187500 Penalty: 2990.291260
	Iteration 94Q: 3 clusters Score -924172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -924171.750000 Penalty: 2990.291260
	Iteration 95Q: 3 clusters Score -924171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -924171.750000 Penalty: 2990.291260
	Iteration 96F: 3 clusters Score -924171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176968 members 
Entering Unmasked Estep 
Score: -16561718.000000 Penalty: 1963.605103
	Iteration 0F: 2 clusters Score -1.656172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -16444226.000000 Penalty: 3927.210205
	Iteration 0F: 3 clusters Score -1.644423e+07 nChanged 85600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -16494328.000000 Penalty: 3927.210205
	Iteration 1F: 3 clusters Score -1.649433e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -16495098.000000 Penalty: 3927.210205
	Iteration 2Q: 3 clusters Score -1.64951e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -16495863.000000 Penalty: 3927.210205
	Iteration 3Q: 3 clusters Score -1.649586e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -16496929.000000 Penalty: 3927.210205
	Iteration 4Q: 3 clusters Score -1.649693e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -16498395.000000 Penalty: 3927.210205
	Iteration 5Q: 3 clusters Score -1.64984e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -16501042.000000 Penalty: 3927.210205
	Iteration 6Q: 3 clusters Score -1.650104e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -16505688.000000 Penalty: 3927.210205
	Iteration 7Q: 3 clusters Score -1.650569e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -16514266.000000 Penalty: 3927.210205
	Iteration 8F: 3 clusters Score -1.651427e+07 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 105734 members 
Entering Unmasked Estep 
Score: -16526283.000000 Penalty: 3927.210205
	Iteration 9F: 3 clusters Score -1.652628e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -16535280.000000 Penalty: 3927.210205
	Iteration 10F: 3 clusters Score -1.653528e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 109164 members 
Entering Unmasked Estep 
Score: -16538265.000000 Penalty: 3927.210205
	Iteration 11Q: 3 clusters Score -1.653826e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 109548 members 
Entering Unmasked Estep 
Score: -16539407.000000 Penalty: 3927.210205
	Iteration 12Q: 3 clusters Score -1.653941e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -16540259.000000 Penalty: 3927.210205
	Iteration 13Q: 3 clusters Score -1.654026e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -16540849.000000 Penalty: 3927.210205
	Iteration 14Q: 3 clusters Score -1.654085e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -16541525.000000 Penalty: 3927.210205
	Iteration 15Q: 3 clusters Score -1.654152e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 110975 members 
Entering Unmasked Estep 
Score: -16542038.000000 Penalty: 3927.210205
	Iteration 16Q: 3 clusters Score -1.654204e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 111295 members 
Entering Unmasked Estep 
Score: -16542497.000000 Penalty: 3927.210205
	Iteration 17Q: 3 clusters Score -1.65425e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 111606 members 
Entering Unmasked Estep 
Score: -16542942.000000 Penalty: 3927.210205
	Iteration 18Q: 3 clusters Score -1.654294e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -16543292.000000 Penalty: 3927.210205
	Iteration 19Q: 3 clusters Score -1.654329e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 112331 members 
Entering Unmasked Estep 
Score: -16543440.000000 Penalty: 3927.210205
	Iteration 20F: 3 clusters Score -1.654344e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -16543719.000000 Penalty: 3927.210205
	Iteration 21Q: 3 clusters Score -1.654372e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 113085 members 
Entering Unmasked Estep 
Score: -16543960.000000 Penalty: 3927.210205
	Iteration 22Q: 3 clusters Score -1.654396e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -16544140.000000 Penalty: 3927.210205
	Iteration 23Q: 3 clusters Score -1.654414e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 113837 members 
Entering Unmasked Estep 
Score: -16544307.000000 Penalty: 3927.210205
	Iteration 24Q: 3 clusters Score -1.654431e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 114250 members 
Entering Unmasked Estep 
Score: -16544435.000000 Penalty: 3927.210205
	Iteration 25Q: 3 clusters Score -1.654444e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 114632 members 
Entering Unmasked Estep 
Score: -16544555.000000 Penalty: 3927.210205
	Iteration 26Q: 3 clusters Score -1.654456e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -16544705.000000 Penalty: 3927.210205
	Iteration 27Q: 3 clusters Score -1.65447e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -16544794.000000 Penalty: 3927.210205
	Iteration 28Q: 3 clusters Score -1.654479e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -16544944.000000 Penalty: 3927.210205
	Iteration 29Q: 3 clusters Score -1.654494e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 116272 members 
Entering Unmasked Estep 
Score: -16545065.000000 Penalty: 3927.210205
	Iteration 30Q: 3 clusters Score -1.654506e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -16545205.000000 Penalty: 3927.210205
	Iteration 31Q: 3 clusters Score -1.65452e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -16545242.000000 Penalty: 3927.210205
	Iteration 32Q: 3 clusters Score -1.654524e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -16545318.000000 Penalty: 3927.210205
	Iteration 33Q: 3 clusters Score -1.654532e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 117773 members 
Entering Unmasked Estep 
Score: -16545381.000000 Penalty: 3927.210205
	Iteration 34Q: 3 clusters Score -1.654538e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -16545439.000000 Penalty: 3927.210205
	Iteration 35Q: 3 clusters Score -1.654544e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -16545532.000000 Penalty: 3927.210205
	Iteration 36Q: 3 clusters Score -1.654553e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 118823 members 
Entering Unmasked Estep 
Score: -16545650.000000 Penalty: 3927.210205
	Iteration 37Q: 3 clusters Score -1.654565e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -16545728.000000 Penalty: 3927.210205
	Iteration 38Q: 3 clusters Score -1.654573e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 119540 members 
Entering Unmasked Estep 
Score: -16545859.000000 Penalty: 3927.210205
	Iteration 39Q: 3 clusters Score -1.654586e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -16545959.000000 Penalty: 3927.210205
	Iteration 40F: 3 clusters Score -1.654596e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 120212 members 
Entering Unmasked Estep 
Score: -16546053.000000 Penalty: 3927.210205
	Iteration 41Q: 3 clusters Score -1.654605e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -16546124.000000 Penalty: 3927.210205
	Iteration 42Q: 3 clusters Score -1.654612e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -16546220.000000 Penalty: 3927.210205
	Iteration 43Q: 3 clusters Score -1.654622e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 121313 members 
Entering Unmasked Estep 
Score: -16546295.000000 Penalty: 3927.210205
	Iteration 44Q: 3 clusters Score -1.65463e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 121691 members 
Entering Unmasked Estep 
Score: -16546378.000000 Penalty: 3927.210205
	Iteration 45Q: 3 clusters Score -1.654638e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 122013 members 
Entering Unmasked Estep 
Score: -16546415.000000 Penalty: 3927.210205
	Iteration 46Q: 3 clusters Score -1.654642e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -16546500.000000 Penalty: 3927.210205
	Iteration 47Q: 3 clusters Score -1.65465e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 122662 members 
Entering Unmasked Estep 
Score: -16546598.000000 Penalty: 3927.210205
	Iteration 48Q: 3 clusters Score -1.65466e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 122977 members 
Entering Unmasked Estep 
Score: -16546672.000000 Penalty: 3927.210205
	Iteration 49Q: 3 clusters Score -1.654667e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 123297 members 
Entering Unmasked Estep 
Score: -16546725.000000 Penalty: 3927.210205
	Iteration 50Q: 3 clusters Score -1.654672e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -16546837.000000 Penalty: 3927.210205
	Iteration 51Q: 3 clusters Score -1.654684e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -16546934.000000 Penalty: 3927.210205
	Iteration 52Q: 3 clusters Score -1.654693e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 124212 members 
Entering Unmasked Estep 
Score: -16547009.000000 Penalty: 3927.210205
	Iteration 53Q: 3 clusters Score -1.654701e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -16547093.000000 Penalty: 3927.210205
	Iteration 54Q: 3 clusters Score -1.654709e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 124893 members 
Entering Unmasked Estep 
Score: -16547184.000000 Penalty: 3927.210205
	Iteration 55Q: 3 clusters Score -1.654718e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 125247 members 
Entering Unmasked Estep 
Score: -16547227.000000 Penalty: 3927.210205
	Iteration 56Q: 3 clusters Score -1.654723e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 125584 members 
Entering Unmasked Estep 
Score: -16547321.000000 Penalty: 3927.210205
	Iteration 57Q: 3 clusters Score -1.654732e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -16547428.000000 Penalty: 3927.210205
	Iteration 58Q: 3 clusters Score -1.654743e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 126269 members 
Entering Unmasked Estep 
Score: -16547568.000000 Penalty: 3927.210205
	Iteration 59Q: 3 clusters Score -1.654757e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 126606 members 
Entering Unmasked Estep 
Score: -16547655.000000 Penalty: 3927.210205
	Iteration 60F: 3 clusters Score -1.654766e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 126953 members 
Entering Unmasked Estep 
Score: -16547765.000000 Penalty: 3927.210205
	Iteration 61Q: 3 clusters Score -1.654776e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 127317 members 
Entering Unmasked Estep 
Score: -16547846.000000 Penalty: 3927.210205
	Iteration 62Q: 3 clusters Score -1.654785e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -16547962.000000 Penalty: 3927.210205
	Iteration 63Q: 3 clusters Score -1.654796e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -16548009.000000 Penalty: 3927.210205
	Iteration 64Q: 3 clusters Score -1.654801e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -16548088.000000 Penalty: 3927.210205
	Iteration 65Q: 3 clusters Score -1.654809e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -16548160.000000 Penalty: 3927.210205
	Iteration 66Q: 3 clusters Score -1.654816e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 128878 members 
Entering Unmasked Estep 
Score: -16548274.000000 Penalty: 3927.210205
	Iteration 67Q: 3 clusters Score -1.654827e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -16548356.000000 Penalty: 3927.210205
	Iteration 68Q: 3 clusters Score -1.654836e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 129548 members 
Entering Unmasked Estep 
Score: -16548500.000000 Penalty: 3927.210205
	Iteration 69Q: 3 clusters Score -1.65485e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 129904 members 
Entering Unmasked Estep 
Score: -16548617.000000 Penalty: 3927.210205
	Iteration 70Q: 3 clusters Score -1.654862e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 130238 members 
Entering Unmasked Estep 
Score: -16548716.000000 Penalty: 3927.210205
	Iteration 71Q: 3 clusters Score -1.654872e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 130568 members 
Entering Unmasked Estep 
Score: -16548787.000000 Penalty: 3927.210205
	Iteration 72Q: 3 clusters Score -1.654879e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 130904 members 
Entering Unmasked Estep 
Score: -16548882.000000 Penalty: 3927.210205
	Iteration 73Q: 3 clusters Score -1.654888e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 131244 members 
Entering Unmasked Estep 
Score: -16548995.000000 Penalty: 3927.210205
	Iteration 74Q: 3 clusters Score -1.6549e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 131593 members 
Entering Unmasked Estep 
Score: -16549072.000000 Penalty: 3927.210205
	Iteration 75Q: 3 clusters Score -1.654907e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 131936 members 
Entering Unmasked Estep 
Score: -16549177.000000 Penalty: 3927.210205
	Iteration 76Q: 3 clusters Score -1.654918e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -16549256.000000 Penalty: 3927.210205
	Iteration 77Q: 3 clusters Score -1.654926e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 132615 members 
Entering Unmasked Estep 
Score: -16549307.000000 Penalty: 3927.210205
	Iteration 78Q: 3 clusters Score -1.654931e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 132924 members 
Entering Unmasked Estep 
Score: -16549419.000000 Penalty: 3927.210205
	Iteration 79Q: 3 clusters Score -1.654942e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -16549516.000000 Penalty: 3927.210205
	Iteration 80F: 3 clusters Score -1.654952e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 133512 members 
Entering Unmasked Estep 
Score: -16549597.000000 Penalty: 3927.210205
	Iteration 81Q: 3 clusters Score -1.65496e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -16549627.000000 Penalty: 3927.210205
	Iteration 82Q: 3 clusters Score -1.654963e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 134034 members 
Entering Unmasked Estep 
Score: -16549689.000000 Penalty: 3927.210205
	Iteration 83Q: 3 clusters Score -1.654969e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -16549769.000000 Penalty: 3927.210205
	Iteration 84Q: 3 clusters Score -1.654977e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -16549809.000000 Penalty: 3927.210205
	Iteration 85Q: 3 clusters Score -1.654981e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 134835 members 
Entering Unmasked Estep 
Score: -16549932.000000 Penalty: 3927.210205
	Iteration 86Q: 3 clusters Score -1.654993e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 135141 members 
Entering Unmasked Estep 
Score: -16550054.000000 Penalty: 3927.210205
	Iteration 87Q: 3 clusters Score -1.655005e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 135481 members 
Entering Unmasked Estep 
Score: -16550144.000000 Penalty: 3927.210205
	Iteration 88Q: 3 clusters Score -1.655014e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 135823 members 
Entering Unmasked Estep 
Score: -16550251.000000 Penalty: 3927.210205
	Iteration 89Q: 3 clusters Score -1.655025e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -16550322.000000 Penalty: 3927.210205
	Iteration 90Q: 3 clusters Score -1.655032e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 136438 members 
Entering Unmasked Estep 
Score: -16550395.000000 Penalty: 3927.210205
	Iteration 91Q: 3 clusters Score -1.65504e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 136732 members 
Entering Unmasked Estep 
Score: -16550477.000000 Penalty: 3927.210205
	Iteration 92Q: 3 clusters Score -1.655048e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 136998 members 
Entering Unmasked Estep 
Score: -16550540.000000 Penalty: 3927.210205
	Iteration 93Q: 3 clusters Score -1.655054e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 137290 members 
Entering Unmasked Estep 
Score: -16550579.000000 Penalty: 3927.210205
	Iteration 94Q: 3 clusters Score -1.655058e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -16550628.000000 Penalty: 3927.210205
	Iteration 95Q: 3 clusters Score -1.655063e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 137805 members 
Entering Unmasked Estep 
Score: -16550691.000000 Penalty: 3927.210205
	Iteration 96Q: 3 clusters Score -1.655069e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 138058 members 
Entering Unmasked Estep 
Score: -16550786.000000 Penalty: 3927.210205
	Iteration 97Q: 3 clusters Score -1.655079e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 138317 members 
Entering Unmasked Estep 
Score: -16550876.000000 Penalty: 3927.210205
	Iteration 98Q: 3 clusters Score -1.655088e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 138583 members 
Entering Unmasked Estep 
Score: -16550937.000000 Penalty: 3927.210205
	Iteration 99Q: 3 clusters Score -1.655094e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 138865 members 
Entering Unmasked Estep 
Score: -16551017.000000 Penalty: 3927.210205
	Iteration 100F: 3 clusters Score -1.655102e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 139151 members 
Entering Unmasked Estep 
Score: -16551076.000000 Penalty: 3927.210205
	Iteration 101Q: 3 clusters Score -1.655108e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 139455 members 
Entering Unmasked Estep 
Score: -16551126.000000 Penalty: 3927.210205
	Iteration 102Q: 3 clusters Score -1.655113e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 139733 members 
Entering Unmasked Estep 
Score: -16551246.000000 Penalty: 3927.210205
	Iteration 103Q: 3 clusters Score -1.655125e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 140011 members 
Entering Unmasked Estep 
Score: -16551307.000000 Penalty: 3927.210205
	Iteration 104Q: 3 clusters Score -1.655131e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 140281 members 
Entering Unmasked Estep 
Score: -16551366.000000 Penalty: 3927.210205
	Iteration 105Q: 3 clusters Score -1.655137e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 140539 members 
Entering Unmasked Estep 
Score: -16551486.000000 Penalty: 3927.210205
	Iteration 106Q: 3 clusters Score -1.655149e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 140776 members 
Entering Unmasked Estep 
Score: -16551567.000000 Penalty: 3927.210205
	Iteration 107Q: 3 clusters Score -1.655157e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -16551649.000000 Penalty: 3927.210205
	Iteration 108Q: 3 clusters Score -1.655165e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 141269 members 
Entering Unmasked Estep 
Score: -16551755.000000 Penalty: 3927.210205
	Iteration 109Q: 3 clusters Score -1.655176e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 141539 members 
Entering Unmasked Estep 
Score: -16551861.000000 Penalty: 3927.210205
	Iteration 110Q: 3 clusters Score -1.655186e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -16551869.000000 Penalty: 3927.210205
	Iteration 111Q: 3 clusters Score -1.655187e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 142053 members 
Entering Unmasked Estep 
Score: -16551891.000000 Penalty: 3927.210205
	Iteration 112Q: 3 clusters Score -1.655189e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 142255 members 
Entering Unmasked Estep 
Score: -16551954.000000 Penalty: 3927.210205
	Iteration 113Q: 3 clusters Score -1.655195e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 142446 members 
Entering Unmasked Estep 
Score: -16552006.000000 Penalty: 3927.210205
	Iteration 114Q: 3 clusters Score -1.655201e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -16552049.000000 Penalty: 3927.210205
	Iteration 115Q: 3 clusters Score -1.655205e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 142855 members 
Entering Unmasked Estep 
Score: -16552105.000000 Penalty: 3927.210205
	Iteration 116Q: 3 clusters Score -1.65521e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 143060 members 
Entering Unmasked Estep 
Score: -16552179.000000 Penalty: 3927.210205
	Iteration 117Q: 3 clusters Score -1.655218e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 143254 members 
Entering Unmasked Estep 
Score: -16552224.000000 Penalty: 3927.210205
	Iteration 118Q: 3 clusters Score -1.655222e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 143441 members 
Entering Unmasked Estep 
Score: -16552272.000000 Penalty: 3927.210205
	Iteration 119Q: 3 clusters Score -1.655227e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -16552298.000000 Penalty: 3927.210205
	Iteration 120F: 3 clusters Score -1.65523e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -16552347.000000 Penalty: 3927.210205
	Iteration 121Q: 3 clusters Score -1.655235e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 143988 members 
Entering Unmasked Estep 
Score: -16552397.000000 Penalty: 3927.210205
	Iteration 122Q: 3 clusters Score -1.65524e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 144166 members 
Entering Unmasked Estep 
Score: -16552458.000000 Penalty: 3927.210205
	Iteration 123Q: 3 clusters Score -1.655246e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -16552524.000000 Penalty: 3927.210205
	Iteration 124Q: 3 clusters Score -1.655252e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -16552570.000000 Penalty: 3927.210205
	Iteration 125Q: 3 clusters Score -1.655257e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -16552633.000000 Penalty: 3927.210205
	Iteration 126Q: 3 clusters Score -1.655263e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 144846 members 
Entering Unmasked Estep 
Score: -16552684.000000 Penalty: 3927.210205
	Iteration 127Q: 3 clusters Score -1.655268e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -16552746.000000 Penalty: 3927.210205
	Iteration 128Q: 3 clusters Score -1.655275e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 145241 members 
Entering Unmasked Estep 
Score: -16552858.000000 Penalty: 3927.210205
	Iteration 129Q: 3 clusters Score -1.655286e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -16552936.000000 Penalty: 3927.210205
	Iteration 130Q: 3 clusters Score -1.655294e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -16552970.000000 Penalty: 3927.210205
	Iteration 131Q: 3 clusters Score -1.655297e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 145864 members 
Entering Unmasked Estep 
Score: -16553055.000000 Penalty: 3927.210205
	Iteration 132Q: 3 clusters Score -1.655306e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 146086 members 
Entering Unmasked Estep 
Score: -16553089.000000 Penalty: 3927.210205
	Iteration 133Q: 3 clusters Score -1.655309e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 146273 members 
Entering Unmasked Estep 
Score: -16553136.000000 Penalty: 3927.210205
	Iteration 134Q: 3 clusters Score -1.655314e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 146438 members 
Entering Unmasked Estep 
Score: -16553159.000000 Penalty: 3927.210205
	Iteration 135Q: 3 clusters Score -1.655316e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 146607 members 
Entering Unmasked Estep 
Score: -16553207.000000 Penalty: 3927.210205
	Iteration 136Q: 3 clusters Score -1.655321e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 146762 members 
Entering Unmasked Estep 
Score: -16553252.000000 Penalty: 3927.210205
	Iteration 137Q: 3 clusters Score -1.655325e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
Score: -16553291.000000 Penalty: 3927.210205
	Iteration 138Q: 3 clusters Score -1.655329e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 147025 members 
Entering Unmasked Estep 
Score: -16553321.000000 Penalty: 3927.210205
	Iteration 139Q: 3 clusters Score -1.655332e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 147160 members 
Entering Unmasked Estep 
Score: -16553370.000000 Penalty: 3927.210205
	Iteration 140F: 3 clusters Score -1.655337e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 147294 members 
Entering Unmasked Estep 
Score: -16553399.000000 Penalty: 3927.210205
	Iteration 141Q: 3 clusters Score -1.65534e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -16553421.000000 Penalty: 3927.210205
	Iteration 142Q: 3 clusters Score -1.655342e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 147562 members 
Entering Unmasked Estep 
Score: -16553437.000000 Penalty: 3927.210205
	Iteration 143Q: 3 clusters Score -1.655344e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 147675 members 
Entering Unmasked Estep 
Score: -16553478.000000 Penalty: 3927.210205
	Iteration 144Q: 3 clusters Score -1.655348e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -16553531.000000 Penalty: 3927.210205
	Iteration 145Q: 3 clusters Score -1.655353e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -16553521.000000 Penalty: 3927.210205
	Iteration 146Q: 3 clusters Score -1.655352e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 148013 members 
Entering Unmasked Estep 
Score: -16553563.000000 Penalty: 3927.210205
	Iteration 147Q: 3 clusters Score -1.655356e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 148108 members 
Entering Unmasked Estep 
Score: -16553574.000000 Penalty: 3927.210205
	Iteration 148Q: 3 clusters Score -1.655357e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 148210 members 
Entering Unmasked Estep 
Score: -16553572.000000 Penalty: 3927.210205
	Iteration 149Q: 3 clusters Score -1.655357e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 148293 members 
Entering Unmasked Estep 
Score: -16553596.000000 Penalty: 3927.210205
	Iteration 150Q: 3 clusters Score -1.65536e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -16553608.000000 Penalty: 3927.210205
	Iteration 151Q: 3 clusters Score -1.655361e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 148458 members 
Entering Unmasked Estep 
Score: -16553632.000000 Penalty: 3927.210205
	Iteration 152Q: 3 clusters Score -1.655363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 148535 members 
Entering Unmasked Estep 
Score: -16553638.000000 Penalty: 3927.210205
	Iteration 153Q: 3 clusters Score -1.655364e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 148614 members 
Entering Unmasked Estep 
Score: -16553671.000000 Penalty: 3927.210205
	Iteration 154Q: 3 clusters Score -1.655367e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 148684 members 
Entering Unmasked Estep 
Score: -16553688.000000 Penalty: 3927.210205
	Iteration 155Q: 3 clusters Score -1.655369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 148755 members 
Entering Unmasked Estep 
Score: -16553738.000000 Penalty: 3927.210205
	Iteration 156Q: 3 clusters Score -1.655374e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 148826 members 
Entering Unmasked Estep 
Score: -16553794.000000 Penalty: 3927.210205
	Iteration 157Q: 3 clusters Score -1.655379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 148902 members 
Entering Unmasked Estep 
Score: -16553828.000000 Penalty: 3927.210205
	Iteration 158Q: 3 clusters Score -1.655383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 148986 members 
Entering Unmasked Estep 
Score: -16553882.000000 Penalty: 3927.210205
	Iteration 159Q: 3 clusters Score -1.655388e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 149061 members 
Entering Unmasked Estep 
Score: -16553914.000000 Penalty: 3927.210205
	Iteration 160F: 3 clusters Score -1.655391e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -16553988.000000 Penalty: 3927.210205
	Iteration 161Q: 3 clusters Score -1.655399e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 149222 members 
Entering Unmasked Estep 
Score: -16554026.000000 Penalty: 3927.210205
	Iteration 162Q: 3 clusters Score -1.655403e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 149320 members 
Entering Unmasked Estep 
Score: -16554107.000000 Penalty: 3927.210205
	Iteration 163Q: 3 clusters Score -1.655411e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 149426 members 
Entering Unmasked Estep 
Score: -16554130.000000 Penalty: 3927.210205
	Iteration 164Q: 3 clusters Score -1.655413e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 149548 members 
Entering Unmasked Estep 
Score: -16554197.000000 Penalty: 3927.210205
	Iteration 165Q: 3 clusters Score -1.65542e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 149671 members 
Entering Unmasked Estep 
Score: -16554262.000000 Penalty: 3927.210205
	Iteration 166Q: 3 clusters Score -1.655426e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 149815 members 
Entering Unmasked Estep 
Score: -16554325.000000 Penalty: 3927.210205
	Iteration 167Q: 3 clusters Score -1.655432e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 149973 members 
Entering Unmasked Estep 
Score: -16554440.000000 Penalty: 3927.210205
	Iteration 168Q: 3 clusters Score -1.655444e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 150147 members 
Entering Unmasked Estep 
Score: -16554527.000000 Penalty: 3927.210205
	Iteration 169Q: 3 clusters Score -1.655453e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 150345 members 
Entering Unmasked Estep 
Score: -16554625.000000 Penalty: 3927.210205
	Iteration 170Q: 3 clusters Score -1.655462e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 150541 members 
Entering Unmasked Estep 
Score: -16554740.000000 Penalty: 3927.210205
	Iteration 171Q: 3 clusters Score -1.655474e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 150719 members 
Entering Unmasked Estep 
Score: -16554831.000000 Penalty: 3927.210205
	Iteration 172Q: 3 clusters Score -1.655483e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -16554904.000000 Penalty: 3927.210205
	Iteration 173Q: 3 clusters Score -1.65549e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -16555008.000000 Penalty: 3927.210205
	Iteration 174Q: 3 clusters Score -1.655501e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 151300 members 
Entering Unmasked Estep 
Score: -16555087.000000 Penalty: 3927.210205
	Iteration 175Q: 3 clusters Score -1.655509e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 151516 members 
Entering Unmasked Estep 
Score: -16555173.000000 Penalty: 3927.210205
	Iteration 176Q: 3 clusters Score -1.655517e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 151730 members 
Entering Unmasked Estep 
Score: -16555295.000000 Penalty: 3927.210205
	Iteration 177Q: 3 clusters Score -1.65553e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 151968 members 
Entering Unmasked Estep 
Score: -16555409.000000 Penalty: 3927.210205
	Iteration 178Q: 3 clusters Score -1.655541e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 152216 members 
Entering Unmasked Estep 
Score: -16555498.000000 Penalty: 3927.210205
	Iteration 179Q: 3 clusters Score -1.65555e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 152456 members 
Entering Unmasked Estep 
Score: -16555622.000000 Penalty: 3927.210205
	Iteration 180F: 3 clusters Score -1.655562e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 152707 members 
Entering Unmasked Estep 
Score: -16555739.000000 Penalty: 3927.210205
	Iteration 181Q: 3 clusters Score -1.655574e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 152974 members 
Entering Unmasked Estep 
Score: -16555904.000000 Penalty: 3927.210205
	Iteration 182Q: 3 clusters Score -1.65559e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 153227 members 
Entering Unmasked Estep 
Score: -16556011.000000 Penalty: 3927.210205
	Iteration 183Q: 3 clusters Score -1.655601e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -16556148.000000 Penalty: 3927.210205
	Iteration 184Q: 3 clusters Score -1.655615e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 153761 members 
Entering Unmasked Estep 
Score: -16556352.000000 Penalty: 3927.210205
	Iteration 185Q: 3 clusters Score -1.655635e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 154040 members 
Entering Unmasked Estep 
Score: -16556528.000000 Penalty: 3927.210205
	Iteration 186Q: 3 clusters Score -1.655653e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 154347 members 
Entering Unmasked Estep 
Score: -16556644.000000 Penalty: 3927.210205
	Iteration 187Q: 3 clusters Score -1.655664e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -16556792.000000 Penalty: 3927.210205
	Iteration 188Q: 3 clusters Score -1.655679e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
Score: -16556996.000000 Penalty: 3927.210205
	Iteration 189Q: 3 clusters Score -1.6557e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 155404 members 
Entering Unmasked Estep 
Score: -16557112.000000 Penalty: 3927.210205
	Iteration 190Q: 3 clusters Score -1.655711e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 155760 members 
Entering Unmasked Estep 
Score: -16557246.000000 Penalty: 3927.210205
	Iteration 191Q: 3 clusters Score -1.655725e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 156108 members 
Entering Unmasked Estep 
Score: -16557427.000000 Penalty: 3927.210205
	Iteration 192Q: 3 clusters Score -1.655743e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 156476 members 
Entering Unmasked Estep 
Score: -16557565.000000 Penalty: 3927.210205
	Iteration 193Q: 3 clusters Score -1.655756e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 156866 members 
Entering Unmasked Estep 
Score: -16557678.000000 Penalty: 3927.210205
	Iteration 194Q: 3 clusters Score -1.655768e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -16557785.000000 Penalty: 3927.210205
	Iteration 195Q: 3 clusters Score -1.655778e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 157661 members 
Entering Unmasked Estep 
Score: -16557953.000000 Penalty: 3927.210205
	Iteration 196Q: 3 clusters Score -1.655795e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -16558096.000000 Penalty: 3927.210205
	Iteration 197Q: 3 clusters Score -1.65581e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 158503 members 
Entering Unmasked Estep 
Score: -16558297.000000 Penalty: 3927.210205
	Iteration 198Q: 3 clusters Score -1.65583e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 158955 members 
Entering Unmasked Estep 
Score: -16558445.000000 Penalty: 3927.210205
	Iteration 199Q: 3 clusters Score -1.655844e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -16558647.000000 Penalty: 3927.210205
	Iteration 200F: 3 clusters Score -1.655865e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 159790 members 
Entering Unmasked Estep 
Score: -16558781.000000 Penalty: 3927.210205
	Iteration 201Q: 3 clusters Score -1.655878e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 160186 members 
Entering Unmasked Estep 
Score: -16558774.000000 Penalty: 3927.210205
	Iteration 202Q: 3 clusters Score -1.655877e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 160559 members 
Entering Unmasked Estep 
Score: -16558900.000000 Penalty: 3927.210205
	Iteration 203Q: 3 clusters Score -1.65589e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 160891 members 
Entering Unmasked Estep 
Score: -16558943.000000 Penalty: 3927.210205
	Iteration 204Q: 3 clusters Score -1.655894e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 161245 members 
Entering Unmasked Estep 
Score: -16559030.000000 Penalty: 3927.210205
	Iteration 205Q: 3 clusters Score -1.655903e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 161586 members 
Entering Unmasked Estep 
Score: -16559120.000000 Penalty: 3927.210205
	Iteration 206Q: 3 clusters Score -1.655912e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 161903 members 
Entering Unmasked Estep 
Score: -16559150.000000 Penalty: 3927.210205
	Iteration 207Q: 3 clusters Score -1.655915e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -16559156.000000 Penalty: 3927.210205
	Iteration 208Q: 3 clusters Score -1.655916e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 162564 members 
Entering Unmasked Estep 
Score: -16559251.000000 Penalty: 3927.210205
	Iteration 209Q: 3 clusters Score -1.655925e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 162893 members 
Entering Unmasked Estep 
Score: -16559348.000000 Penalty: 3927.210205
	Iteration 210Q: 3 clusters Score -1.655935e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 163234 members 
Entering Unmasked Estep 
Score: -16559390.000000 Penalty: 3927.210205
	Iteration 211Q: 3 clusters Score -1.655939e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 163567 members 
Entering Unmasked Estep 
Score: -16559476.000000 Penalty: 3927.210205
	Iteration 212Q: 3 clusters Score -1.655948e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 163896 members 
Entering Unmasked Estep 
Score: -16559509.000000 Penalty: 3927.210205
	Iteration 213Q: 3 clusters Score -1.655951e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -16559548.000000 Penalty: 3927.210205
	Iteration 214Q: 3 clusters Score -1.655955e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -16559533.000000 Penalty: 3927.210205
	Iteration 215Q: 3 clusters Score -1.655953e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 164835 members 
Entering Unmasked Estep 
Score: -16559562.000000 Penalty: 3927.210205
	Iteration 216Q: 3 clusters Score -1.655956e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 165098 members 
Entering Unmasked Estep 
Score: -16559550.000000 Penalty: 3927.210205
	Iteration 217Q: 3 clusters Score -1.655955e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -16559600.000000 Penalty: 3927.210205
	Iteration 218Q: 3 clusters Score -1.65596e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -16559637.000000 Penalty: 3927.210205
	Iteration 219Q: 3 clusters Score -1.655964e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 165987 members 
Entering Unmasked Estep 
Score: -16559725.000000 Penalty: 3927.210205
	Iteration 220F: 3 clusters Score -1.655972e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 166275 members 
Entering Unmasked Estep 
Score: -16559714.000000 Penalty: 3927.210205
	Iteration 221Q: 3 clusters Score -1.655971e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 166570 members 
Entering Unmasked Estep 
Score: -16559717.000000 Penalty: 3927.210205
	Iteration 222Q: 3 clusters Score -1.655972e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 166881 members 
Entering Unmasked Estep 
Score: -16559794.000000 Penalty: 3927.210205
	Iteration 223Q: 3 clusters Score -1.655979e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -16559787.000000 Penalty: 3927.210205
	Iteration 224Q: 3 clusters Score -1.655979e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 167539 members 
Entering Unmasked Estep 
Score: -16559873.000000 Penalty: 3927.210205
	Iteration 225Q: 3 clusters Score -1.655987e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 167881 members 
Entering Unmasked Estep 
Score: -16559835.000000 Penalty: 3927.210205
	Iteration 226Q: 3 clusters Score -1.655984e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 168190 members 
Entering Unmasked Estep 
Score: -16559863.000000 Penalty: 3927.210205
	Iteration 227Q: 3 clusters Score -1.655986e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 168503 members 
Entering Unmasked Estep 
Score: -16559841.000000 Penalty: 3927.210205
	Iteration 228Q: 3 clusters Score -1.655984e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 168794 members 
Entering Unmasked Estep 
Score: -16559894.000000 Penalty: 3927.210205
	Iteration 229Q: 3 clusters Score -1.655989e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -16559944.000000 Penalty: 3927.210205
	Iteration 230Q: 3 clusters Score -1.655994e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 169368 members 
Entering Unmasked Estep 
Score: -16560024.000000 Penalty: 3927.210205
	Iteration 231Q: 3 clusters Score -1.656002e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 169678 members 
Entering Unmasked Estep 
Score: -16560096.000000 Penalty: 3927.210205
	Iteration 232Q: 3 clusters Score -1.65601e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -16560099.000000 Penalty: 3927.210205
	Iteration 233Q: 3 clusters Score -1.65601e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 170273 members 
Entering Unmasked Estep 
Score: -16560079.000000 Penalty: 3927.210205
	Iteration 234Q: 3 clusters Score -1.656008e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 170547 members 
Entering Unmasked Estep 
Score: -16560064.000000 Penalty: 3927.210205
	Iteration 235Q: 3 clusters Score -1.656006e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 170816 members 
Entering Unmasked Estep 
Score: -16560108.000000 Penalty: 3927.210205
	Iteration 236Q: 3 clusters Score -1.656011e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 171074 members 
Entering Unmasked Estep 
Score: -16560136.000000 Penalty: 3927.210205
	Iteration 237Q: 3 clusters Score -1.656014e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -16560196.000000 Penalty: 3927.210205
	Iteration 238Q: 3 clusters Score -1.65602e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -16560231.000000 Penalty: 3927.210205
	Iteration 239Q: 3 clusters Score -1.656023e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -16560192.000000 Penalty: 3927.210205
	Iteration 240F: 3 clusters Score -1.656019e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -16560198.000000 Penalty: 3927.210205
	Iteration 241Q: 3 clusters Score -1.65602e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -16560187.000000 Penalty: 3927.210205
	Iteration 242Q: 3 clusters Score -1.656019e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 172496 members 
Entering Unmasked Estep 
Score: -16560197.000000 Penalty: 3927.210205
	Iteration 243Q: 3 clusters Score -1.65602e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 172686 members 
Entering Unmasked Estep 
Score: -16560207.000000 Penalty: 3927.210205
	Iteration 244Q: 3 clusters Score -1.656021e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 172858 members 
Entering Unmasked Estep 
Score: -16560176.000000 Penalty: 3927.210205
	Iteration 245Q: 3 clusters Score -1.656018e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 173016 members 
Entering Unmasked Estep 
Score: -16560143.000000 Penalty: 3927.210205
	Iteration 246Q: 3 clusters Score -1.656014e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -16560168.000000 Penalty: 3927.210205
	Iteration 247Q: 3 clusters Score -1.656017e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 173324 members 
Entering Unmasked Estep 
Score: -16560158.000000 Penalty: 3927.210205
	Iteration 248Q: 3 clusters Score -1.656016e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -16560126.000000 Penalty: 3927.210205
	Iteration 249Q: 3 clusters Score -1.656013e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 173617 members 
Entering Unmasked Estep 
Score: -16560137.000000 Penalty: 3927.210205
	Iteration 250Q: 3 clusters Score -1.656014e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 173763 members 
Entering Unmasked Estep 
Score: -16560134.000000 Penalty: 3927.210205
	Iteration 251Q: 3 clusters Score -1.656013e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 173901 members 
Entering Unmasked Estep 
Score: -16560141.000000 Penalty: 3927.210205
	Iteration 252Q: 3 clusters Score -1.656014e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 174018 members 
Entering Unmasked Estep 
Score: -16560147.000000 Penalty: 3927.210205
	Iteration 253Q: 3 clusters Score -1.656015e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 174126 members 
Entering Unmasked Estep 
Score: -16560168.000000 Penalty: 3927.210205
	Iteration 254Q: 3 clusters Score -1.656017e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -16560179.000000 Penalty: 3927.210205
	Iteration 255Q: 3 clusters Score -1.656018e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 174305 members 
Entering Unmasked Estep 
Score: -16560160.000000 Penalty: 3927.210205
	Iteration 256Q: 3 clusters Score -1.656016e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 174390 members 
Entering Unmasked Estep 
Score: -16560174.000000 Penalty: 3927.210205
	Iteration 257Q: 3 clusters Score -1.656017e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 174477 members 
Entering Unmasked Estep 
Score: -16560178.000000 Penalty: 3927.210205
	Iteration 258Q: 3 clusters Score -1.656018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 174571 members 
Entering Unmasked Estep 
Score: -16560201.000000 Penalty: 3927.210205
	Iteration 259Q: 3 clusters Score -1.65602e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -16560181.000000 Penalty: 3927.210205
	Iteration 260F: 3 clusters Score -1.656018e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -16560170.000000 Penalty: 3927.210205
	Iteration 261Q: 3 clusters Score -1.656017e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -16560181.000000 Penalty: 3927.210205
	Iteration 262Q: 3 clusters Score -1.656018e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 174904 members 
Entering Unmasked Estep 
Score: -16560165.000000 Penalty: 3927.210205
	Iteration 263Q: 3 clusters Score -1.656016e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 174981 members 
Entering Unmasked Estep 
Score: -16560162.000000 Penalty: 3927.210205
	Iteration 264Q: 3 clusters Score -1.656016e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 175057 members 
Entering Unmasked Estep 
Score: -16560133.000000 Penalty: 3927.210205
	Iteration 265Q: 3 clusters Score -1.656013e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 175126 members 
Entering Unmasked Estep 
Score: -16560144.000000 Penalty: 3927.210205
	Iteration 266Q: 3 clusters Score -1.656014e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 175199 members 
Entering Unmasked Estep 
Score: -16560157.000000 Penalty: 3927.210205
	Iteration 267Q: 3 clusters Score -1.656016e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -16560157.000000 Penalty: 3927.210205
	Iteration 268Q: 3 clusters Score -1.656016e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 175329 members 
Entering Unmasked Estep 
Score: -16560143.000000 Penalty: 3927.210205
	Iteration 269Q: 3 clusters Score -1.656014e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 175381 members 
Entering Unmasked Estep 
Score: -16560136.000000 Penalty: 3927.210205
	Iteration 270Q: 3 clusters Score -1.656014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 175429 members 
Entering Unmasked Estep 
Score: -16560142.000000 Penalty: 3927.210205
	Iteration 271Q: 3 clusters Score -1.656014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -16560147.000000 Penalty: 3927.210205
	Iteration 272Q: 3 clusters Score -1.656015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -16560151.000000 Penalty: 3927.210205
	Iteration 273Q: 3 clusters Score -1.656015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 175576 members 
Entering Unmasked Estep 
Score: -16560138.000000 Penalty: 3927.210205
	Iteration 274Q: 3 clusters Score -1.656014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 175629 members 
Entering Unmasked Estep 
Score: -16560173.000000 Penalty: 3927.210205
	Iteration 275Q: 3 clusters Score -1.656017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 175675 members 
Entering Unmasked Estep 
Score: -16560202.000000 Penalty: 3927.210205
	Iteration 276Q: 3 clusters Score -1.65602e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -16560205.000000 Penalty: 3927.210205
	Iteration 277Q: 3 clusters Score -1.65602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 175759 members 
Entering Unmasked Estep 
Score: -16560239.000000 Penalty: 3927.210205
	Iteration 278Q: 3 clusters Score -1.656024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -16560243.000000 Penalty: 3927.210205
	Iteration 279Q: 3 clusters Score -1.656024e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -16560237.000000 Penalty: 3927.210205
	Iteration 280F: 3 clusters Score -1.656024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 175840 members 
Entering Unmasked Estep 
Score: -16560229.000000 Penalty: 3927.210205
	Iteration 281Q: 3 clusters Score -1.656023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 175860 members 
Entering Unmasked Estep 
Score: -16560246.000000 Penalty: 3927.210205
	Iteration 282Q: 3 clusters Score -1.656025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 175881 members 
Entering Unmasked Estep 
Score: -16560234.000000 Penalty: 3927.210205
	Iteration 283Q: 3 clusters Score -1.656023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 175901 members 
Entering Unmasked Estep 
Score: -16560230.000000 Penalty: 3927.210205
	Iteration 284Q: 3 clusters Score -1.656023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 175916 members 
Entering Unmasked Estep 
Score: -16560236.000000 Penalty: 3927.210205
	Iteration 285Q: 3 clusters Score -1.656024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -16560253.000000 Penalty: 3927.210205
	Iteration 286Q: 3 clusters Score -1.656025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 175945 members 
Entering Unmasked Estep 
Score: -16560241.000000 Penalty: 3927.210205
	Iteration 287Q: 3 clusters Score -1.656024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -16560241.000000 Penalty: 3927.210205
	Iteration 288Q: 3 clusters Score -1.656024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 175954 members 
Entering Unmasked Estep 
Score: -16560240.000000 Penalty: 3927.210205
	Iteration 289Q: 3 clusters Score -1.656024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -16560251.000000 Penalty: 3927.210205
	Iteration 290Q: 3 clusters Score -1.656025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 175963 members 
Entering Unmasked Estep 
Score: -16560249.000000 Penalty: 3927.210205
	Iteration 291Q: 3 clusters Score -1.656025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 175966 members 
Entering Unmasked Estep 
Score: -16560245.000000 Penalty: 3927.210205
	Iteration 292Q: 3 clusters Score -1.656024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 175967 members 
Entering Unmasked Estep 
Score: -16560226.000000 Penalty: 3927.210205
	Iteration 293Q: 3 clusters Score -1.656023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -16560241.000000 Penalty: 3927.210205
	Iteration 294Q: 3 clusters Score -1.656024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 175979 members 
Entering Unmasked Estep 
Score: -16560247.000000 Penalty: 3927.210205
	Iteration 295Q: 3 clusters Score -1.656025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 175983 members 
Entering Unmasked Estep 
Score: -16560243.000000 Penalty: 3927.210205
	Iteration 296Q: 3 clusters Score -1.656024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 175984 members 
Entering Unmasked Estep 
Score: -16560237.000000 Penalty: 3927.210205
	Iteration 297Q: 3 clusters Score -1.656024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -16560237.000000 Penalty: 3927.210205
	Iteration 298Q: 3 clusters Score -1.656024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -16560237.000000 Penalty: 3927.210205
	Iteration 299F: 3 clusters Score -1.656024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -98829.601562 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -98829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97267.039062 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -97267.04 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -97654.039062 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -97654.04 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -97843.445312 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -97843.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97997.960938 Penalty: 2305.086426
	Iteration 3F: 3 clusters Score -97997.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98118.406250 Penalty: 2305.086426
	Iteration 4F: 3 clusters Score -98118.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98211.257812 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -98211.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98272.570312 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -98272.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98305.085938 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -98305.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98339.257812 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -98339.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98373.281250 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -98373.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98411.421875 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -98411.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98486.835938 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -98486.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98576.867188 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -98576.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98624.070312 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -98624.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98654.796875 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -98654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98668.546875 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -98668.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98677.328125 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -98677.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98685.062500 Penalty: 2305.086426
	Iteration 17Q: 3 clusters Score -98685.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98687.875000 Penalty: 2305.086426
	Iteration 18Q: 3 clusters Score -98687.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98690.898438 Penalty: 2305.086426
	Iteration 19Q: 3 clusters Score -98690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98693.726562 Penalty: 2305.086426
	Iteration 20F: 3 clusters Score -98693.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98695.414062 Penalty: 2305.086426
	Iteration 21Q: 3 clusters Score -98695.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98695.414062 Penalty: 2305.086426
	Iteration 22F: 3 clusters Score -98695.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -54653.753906 Penalty: 1059.361450
	Iteration 0F: 2 clusters Score -54653.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53486.203125 Penalty: 2118.722900
	Iteration 0F: 3 clusters Score -53486.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53676.894531 Penalty: 2118.722900
	Iteration 1F: 3 clusters Score -53676.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53737.300781 Penalty: 2118.722900
	Iteration 2F: 3 clusters Score -53737.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53832.820312 Penalty: 2118.722900
	Iteration 3F: 3 clusters Score -53832.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53990.707031 Penalty: 2118.722900
	Iteration 4F: 3 clusters Score -53990.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54190.480469 Penalty: 2118.722900
	Iteration 5F: 3 clusters Score -54190.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54327.277344 Penalty: 2118.722900
	Iteration 6F: 3 clusters Score -54327.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54415.687500 Penalty: 2118.722900
	Iteration 7Q: 3 clusters Score -54415.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54479.953125 Penalty: 2118.722900
	Iteration 8Q: 3 clusters Score -54479.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54513.269531 Penalty: 2118.722900
	Iteration 9Q: 3 clusters Score -54513.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54527.867188 Penalty: 2118.722900
	Iteration 10Q: 3 clusters Score -54527.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54529.628906 Penalty: 2118.722900
	Iteration 11Q: 3 clusters Score -54529.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54532.390625 Penalty: 2118.722900
	Iteration 12Q: 3 clusters Score -54532.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54536.054688 Penalty: 2118.722900
	Iteration 13Q: 3 clusters Score -54536.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54537.871094 Penalty: 2118.722900
	Iteration 14Q: 3 clusters Score -54537.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54537.871094 Penalty: 2118.722900
	Iteration 15F: 3 clusters Score -54537.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -46732.230469 Penalty: 1071.369751
	Iteration 0F: 2 clusters Score -46732.23 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: -45654.554688 Penalty: 2142.739502
	Iteration 0F: 3 clusters Score -45654.55 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46384.996094 Penalty: 2142.739502
	Iteration 1F: 3 clusters Score -46385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46783.488281 Penalty: 2142.739502
	Iteration 2F: 3 clusters Score -46783.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46916.589844 Penalty: 2142.739502
	Iteration 3F: 3 clusters Score -46916.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46991.257812 Penalty: 2142.739502
	Iteration 4Q: 3 clusters Score -46991.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47008.027344 Penalty: 2142.739502
	Iteration 5Q: 3 clusters Score -47008.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47026.109375 Penalty: 2142.739502
	Iteration 6Q: 3 clusters Score -47026.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47054.539062 Penalty: 2142.739502
	Iteration 7Q: 3 clusters Score -47054.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47065.007812 Penalty: 2142.739502
	Iteration 8Q: 3 clusters Score -47065.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47072.125000 Penalty: 2142.739502
	Iteration 9Q: 3 clusters Score -47072.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47073.824219 Penalty: 2142.739502
	Iteration 10Q: 3 clusters Score -47073.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47076.714844 Penalty: 2142.739502
	Iteration 11Q: 3 clusters Score -47076.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47076.714844 Penalty: 2142.739502
	Iteration 12F: 3 clusters Score -47076.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176968 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 179723 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 138778 members 
Mstep: Class 14 contains 121203 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 30769 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 206 members 
Entering Unmasked Estep 
Score: -66449872.000000 Penalty: 43859.843750
Splitting cluster 5 changes total score from -66450716.000000 to -66449872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -326413.031250 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -326413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -323373.437500 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -323373.4 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -324078.968750 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -324079 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -324226.531250 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -324226.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -324314.000000 Penalty: 2651.517578
	Iteration 3Q: 3 clusters Score -324314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -324383.093750 Penalty: 2651.517578
	Iteration 4Q: 3 clusters Score -324383.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -324439.062500 Penalty: 2651.517578
	Iteration 5Q: 3 clusters Score -324439.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -324486.937500 Penalty: 2651.517578
	Iteration 6Q: 3 clusters Score -324486.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -324521.875000 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -324521.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -324549.593750 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -324549.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -324580.375000 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -324580.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -324606.968750 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -324607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -324630.343750 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -324630.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -324643.906250 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -324643.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -324658.531250 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -324658.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -324672.250000 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -324672.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -324687.312500 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -324687.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -324703.406250 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -324703.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -324711.625000 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -324711.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -324721.531250 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -324721.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -324732.281250 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -324732.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -324740.687500 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -324740.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -324748.968750 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -324749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -324756.687500 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -324756.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -324765.593750 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -324765.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -324776.875000 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -324776.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -324784.406250 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -324784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -324796.781250 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -324796.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -324814.531250 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -324814.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -324831.812500 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -324831.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -324848.468750 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -324848.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -324866.750000 Penalty: 2651.517578
	Iteration 30Q: 3 clusters Score -324866.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -324885.312500 Penalty: 2651.517578
	Iteration 31Q: 3 clusters Score -324885.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -324904.343750 Penalty: 2651.517578
	Iteration 32Q: 3 clusters Score -324904.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -324924.906250 Penalty: 2651.517578
	Iteration 33Q: 3 clusters Score -324924.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -324946.906250 Penalty: 2651.517578
	Iteration 34Q: 3 clusters Score -324946.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -324967.375000 Penalty: 2651.517578
	Iteration 35Q: 3 clusters Score -324967.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -324985.343750 Penalty: 2651.517578
	Iteration 36Q: 3 clusters Score -324985.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -325000.312500 Penalty: 2651.517578
	Iteration 37Q: 3 clusters Score -325000.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -325016.250000 Penalty: 2651.517578
	Iteration 38Q: 3 clusters Score -325016.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -325032.968750 Penalty: 2651.517578
	Iteration 39Q: 3 clusters Score -325033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -325046.937500 Penalty: 2651.517578
	Iteration 40F: 3 clusters Score -325046.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -325059.218750 Penalty: 2651.517578
	Iteration 41Q: 3 clusters Score -325059.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -325069.750000 Penalty: 2651.517578
	Iteration 42Q: 3 clusters Score -325069.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -325078.062500 Penalty: 2651.517578
	Iteration 43Q: 3 clusters Score -325078.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -325082.593750 Penalty: 2651.517578
	Iteration 44Q: 3 clusters Score -325082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -325086.750000 Penalty: 2651.517578
	Iteration 45Q: 3 clusters Score -325086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -325088.750000 Penalty: 2651.517578
	Iteration 46Q: 3 clusters Score -325088.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -325091.812500 Penalty: 2651.517578
	Iteration 47Q: 3 clusters Score -325091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -325092.656250 Penalty: 2651.517578
	Iteration 48Q: 3 clusters Score -325092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -325094.531250 Penalty: 2651.517578
	Iteration 49Q: 3 clusters Score -325094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -325095.500000 Penalty: 2651.517578
	Iteration 50Q: 3 clusters Score -325095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -325095.843750 Penalty: 2651.517578
	Iteration 51Q: 3 clusters Score -325095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -325097.750000 Penalty: 2651.517578
	Iteration 52Q: 3 clusters Score -325097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -325099.187500 Penalty: 2651.517578
	Iteration 53Q: 3 clusters Score -325099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -325102.468750 Penalty: 2651.517578
	Iteration 54Q: 3 clusters Score -325102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -325102.812500 Penalty: 2651.517578
	Iteration 55Q: 3 clusters Score -325102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -325105.000000 Penalty: 2651.517578
	Iteration 56Q: 3 clusters Score -325105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -325107.781250 Penalty: 2651.517578
	Iteration 57Q: 3 clusters Score -325107.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -325110.281250 Penalty: 2651.517578
	Iteration 58Q: 3 clusters Score -325110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -325112.343750 Penalty: 2651.517578
	Iteration 59Q: 3 clusters Score -325112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -325115.937500 Penalty: 2651.517578
	Iteration 60F: 3 clusters Score -325115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -325119.000000 Penalty: 2651.517578
	Iteration 61Q: 3 clusters Score -325119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -325122.187500 Penalty: 2651.517578
	Iteration 62Q: 3 clusters Score -325122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -325128.531250 Penalty: 2651.517578
	Iteration 63Q: 3 clusters Score -325128.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -325133.656250 Penalty: 2651.517578
	Iteration 64Q: 3 clusters Score -325133.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -325138.468750 Penalty: 2651.517578
	Iteration 65Q: 3 clusters Score -325138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -325141.281250 Penalty: 2651.517578
	Iteration 66Q: 3 clusters Score -325141.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -325146.625000 Penalty: 2651.517578
	Iteration 67Q: 3 clusters Score -325146.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -325157.375000 Penalty: 2651.517578
	Iteration 68Q: 3 clusters Score -325157.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -325164.375000 Penalty: 2651.517578
	Iteration 69Q: 3 clusters Score -325164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -325171.437500 Penalty: 2651.517578
	Iteration 70Q: 3 clusters Score -325171.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -325178.906250 Penalty: 2651.517578
	Iteration 71Q: 3 clusters Score -325178.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -325184.906250 Penalty: 2651.517578
	Iteration 72Q: 3 clusters Score -325184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -325188.218750 Penalty: 2651.517578
	Iteration 73Q: 3 clusters Score -325188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -325189.875000 Penalty: 2651.517578
	Iteration 74Q: 3 clusters Score -325189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -325191.031250 Penalty: 2651.517578
	Iteration 75Q: 3 clusters Score -325191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -325192.718750 Penalty: 2651.517578
	Iteration 76Q: 3 clusters Score -325192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -325193.531250 Penalty: 2651.517578
	Iteration 77Q: 3 clusters Score -325193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -325194.218750 Penalty: 2651.517578
	Iteration 78Q: 3 clusters Score -325194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -325195.343750 Penalty: 2651.517578
	Iteration 79Q: 3 clusters Score -325195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -325196.156250 Penalty: 2651.517578
	Iteration 80F: 3 clusters Score -325196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -325196.781250 Penalty: 2651.517578
	Iteration 81Q: 3 clusters Score -325196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -325198.312500 Penalty: 2651.517578
	Iteration 82Q: 3 clusters Score -325198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -325200.125000 Penalty: 2651.517578
	Iteration 83Q: 3 clusters Score -325200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -325201.312500 Penalty: 2651.517578
	Iteration 84Q: 3 clusters Score -325201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -325202.031250 Penalty: 2651.517578
	Iteration 85Q: 3 clusters Score -325202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -325203.187500 Penalty: 2651.517578
	Iteration 86Q: 3 clusters Score -325203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -325204.812500 Penalty: 2651.517578
	Iteration 87Q: 3 clusters Score -325204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -325205.312500 Penalty: 2651.517578
	Iteration 88Q: 3 clusters Score -325205.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -325205.968750 Penalty: 2651.517578
	Iteration 89Q: 3 clusters Score -325206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -325207.281250 Penalty: 2651.517578
	Iteration 90Q: 3 clusters Score -325207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -325209.281250 Penalty: 2651.517578
	Iteration 91Q: 3 clusters Score -325209.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -325210.312500 Penalty: 2651.517578
	Iteration 92Q: 3 clusters Score -325210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -325210.968750 Penalty: 2651.517578
	Iteration 93Q: 3 clusters Score -325211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -325210.968750 Penalty: 2651.517578
	Iteration 94F: 3 clusters Score -325211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -462218.562500 Penalty: 1400.298218
	Iteration 0F: 2 clusters Score -462218.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -457911.687500 Penalty: 2800.596436
	Iteration 0F: 3 clusters Score -457911.7 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -459161.750000 Penalty: 2800.596436
	Iteration 1F: 3 clusters Score -459161.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -459413.625000 Penalty: 2800.596436
	Iteration 2F: 3 clusters Score -459413.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -459621.250000 Penalty: 2800.596436
	Iteration 3F: 3 clusters Score -459621.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -459797.312500 Penalty: 2800.596436
	Iteration 4F: 3 clusters Score -459797.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -459945.562500 Penalty: 2800.596436
	Iteration 5Q: 3 clusters Score -459945.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -460106.562500 Penalty: 2800.596436
	Iteration 6Q: 3 clusters Score -460106.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -460264.750000 Penalty: 2800.596436
	Iteration 7Q: 3 clusters Score -460264.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -460438.281250 Penalty: 2800.596436
	Iteration 8Q: 3 clusters Score -460438.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -460587.875000 Penalty: 2800.596436
	Iteration 9Q: 3 clusters Score -460587.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -460708.906250 Penalty: 2800.596436
	Iteration 10Q: 3 clusters Score -460708.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -460809.562500 Penalty: 2800.596436
	Iteration 11Q: 3 clusters Score -460809.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -460869.687500 Penalty: 2800.596436
	Iteration 12Q: 3 clusters Score -460869.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -460909.312500 Penalty: 2800.596436
	Iteration 13Q: 3 clusters Score -460909.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -460934.906250 Penalty: 2800.596436
	Iteration 14Q: 3 clusters Score -460934.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -460953.187500 Penalty: 2800.596436
	Iteration 15Q: 3 clusters Score -460953.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -460965.687500 Penalty: 2800.596436
	Iteration 16Q: 3 clusters Score -460965.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -460974.250000 Penalty: 2800.596436
	Iteration 17Q: 3 clusters Score -460974.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -460979.156250 Penalty: 2800.596436
	Iteration 18Q: 3 clusters Score -460979.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -460984.093750 Penalty: 2800.596436
	Iteration 19Q: 3 clusters Score -460984.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -460985.593750 Penalty: 2800.596436
	Iteration 20F: 3 clusters Score -460985.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -460989.687500 Penalty: 2800.596436
	Iteration 21Q: 3 clusters Score -460989.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -460991.031250 Penalty: 2800.596436
	Iteration 22Q: 3 clusters Score -460991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -460992.375000 Penalty: 2800.596436
	Iteration 23Q: 3 clusters Score -460992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -460994.031250 Penalty: 2800.596436
	Iteration 24Q: 3 clusters Score -460994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -460994.375000 Penalty: 2800.596436
	Iteration 25Q: 3 clusters Score -460994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -460995.531250 Penalty: 2800.596436
	Iteration 26Q: 3 clusters Score -460995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -460996.562500 Penalty: 2800.596436
	Iteration 27Q: 3 clusters Score -460996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -460997.812500 Penalty: 2800.596436
	Iteration 28Q: 3 clusters Score -460997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -460999.312500 Penalty: 2800.596436
	Iteration 29Q: 3 clusters Score -460999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -461000.281250 Penalty: 2800.596436
	Iteration 30Q: 3 clusters Score -461000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -461000.781250 Penalty: 2800.596436
	Iteration 31Q: 3 clusters Score -461000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -461000.781250 Penalty: 2800.596436
	Iteration 32Q: 3 clusters Score -461000.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -461001.437500 Penalty: 2800.596436
	Iteration 33Q: 3 clusters Score -461001.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -461004.218750 Penalty: 2800.596436
	Iteration 34Q: 3 clusters Score -461004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -461005.250000 Penalty: 2800.596436
	Iteration 35Q: 3 clusters Score -461005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -461005.656250 Penalty: 2800.596436
	Iteration 36Q: 3 clusters Score -461005.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -461005.843750 Penalty: 2800.596436
	Iteration 37Q: 3 clusters Score -461005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -461008.156250 Penalty: 2800.596436
	Iteration 38Q: 3 clusters Score -461008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -461008.656250 Penalty: 2800.596436
	Iteration 39Q: 3 clusters Score -461008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -461010.406250 Penalty: 2800.596436
	Iteration 40F: 3 clusters Score -461010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -461009.843750 Penalty: 2800.596436
	Iteration 41Q: 3 clusters Score -461009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -461010.250000 Penalty: 2800.596436
	Iteration 42Q: 3 clusters Score -461010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -461010.250000 Penalty: 2800.596436
	Iteration 43Q: 3 clusters Score -461010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -461009.843750 Penalty: 2800.596436
	Iteration 44Q: 3 clusters Score -461009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -461009.843750 Penalty: 2800.596436
	Iteration 45F: 3 clusters Score -461009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -13238.182617 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -13238.18 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 98 members 
Entering Unmasked Estep 
Score: -12589.864258 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -12589.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12726.366211 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -12726.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12791.972656 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -12791.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12807.041016 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -12807.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12812.507812 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -12812.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12820.108398 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -12820.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12824.492188 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -12824.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12835.118164 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -12835.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12848.471680 Penalty: 1734.699951
	Iteration 8Q: 3 clusters Score -12848.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12848.471680 Penalty: 1734.699951
	Iteration 9F: 3 clusters Score -12848.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -35115.695312 Penalty: 1015.307007
	Iteration 0F: 2 clusters Score -35115.7 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 243 members 
Entering Unmasked Estep 
Score: -34097.382812 Penalty: 2030.614014
	Iteration 0F: 3 clusters Score -34097.38 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34571.351562 Penalty: 2030.614014
	Iteration 1F: 3 clusters Score -34571.35 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34856.406250 Penalty: 2030.614014
	Iteration 2F: 3 clusters Score -34856.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35099.722656 Penalty: 2030.614014
	Iteration 3F: 3 clusters Score -35099.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35274.734375 Penalty: 2030.614014
	Iteration 4F: 3 clusters Score -35274.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35442.644531 Penalty: 2030.614014
	Iteration 5Q: 3 clusters Score -35442.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35563.531250 Penalty: 2030.614014
	Iteration 6Q: 3 clusters Score -35563.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35647.117188 Penalty: 2030.614014
	Iteration 7Q: 3 clusters Score -35647.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35678.519531 Penalty: 2030.614014
	Iteration 8Q: 3 clusters Score -35678.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35696.261719 Penalty: 2030.614014
	Iteration 9Q: 3 clusters Score -35696.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35700.246094 Penalty: 2030.614014
	Iteration 10Q: 3 clusters Score -35700.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35700.246094 Penalty: 2030.614014
	Iteration 11F: 3 clusters Score -35700.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176968 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 179723 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 138778 members 
Mstep: Class 14 contains 121203 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 30769 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 328 members 
Entering Unmasked Estep 
Score: -66450148.000000 Penalty: 43859.843750
Splitting cluster 9 changes total score from -66450716.000000 to -66450148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Entering Unmasked Estep 
Score: -886018.562500 Penalty: 1495.571533
	Iteration 0F: 2 clusters Score -886018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -878777.000000 Penalty: 2991.143066
	Iteration 0F: 3 clusters Score -878777 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -881193.562500 Penalty: 2991.143066
	Iteration 1F: 3 clusters Score -881193.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -881521.437500 Penalty: 2991.143066
	Iteration 2F: 3 clusters Score -881521.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -881762.000000 Penalty: 2991.143066
	Iteration 3F: 3 clusters Score -881762 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -881975.250000 Penalty: 2991.143066
	Iteration 4Q: 3 clusters Score -881975.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -882191.437500 Penalty: 2991.143066
	Iteration 5Q: 3 clusters Score -882191.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -882409.187500 Penalty: 2991.143066
	Iteration 6Q: 3 clusters Score -882409.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -882624.562500 Penalty: 2991.143066
	Iteration 7Q: 3 clusters Score -882624.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -882834.125000 Penalty: 2991.143066
	Iteration 8Q: 3 clusters Score -882834.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -883032.500000 Penalty: 2991.143066
	Iteration 9Q: 3 clusters Score -883032.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -883202.750000 Penalty: 2991.143066
	Iteration 10Q: 3 clusters Score -883202.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -883360.187500 Penalty: 2991.143066
	Iteration 11Q: 3 clusters Score -883360.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -883480.125000 Penalty: 2991.143066
	Iteration 12Q: 3 clusters Score -883480.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -883588.812500 Penalty: 2991.143066
	Iteration 13Q: 3 clusters Score -883588.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -883673.562500 Penalty: 2991.143066
	Iteration 14Q: 3 clusters Score -883673.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -883750.687500 Penalty: 2991.143066
	Iteration 15Q: 3 clusters Score -883750.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -883817.937500 Penalty: 2991.143066
	Iteration 16Q: 3 clusters Score -883817.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -883878.187500 Penalty: 2991.143066
	Iteration 17Q: 3 clusters Score -883878.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -883939.187500 Penalty: 2991.143066
	Iteration 18Q: 3 clusters Score -883939.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -883986.437500 Penalty: 2991.143066
	Iteration 19Q: 3 clusters Score -883986.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -884027.937500 Penalty: 2991.143066
	Iteration 20F: 3 clusters Score -884027.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -884065.687500 Penalty: 2991.143066
	Iteration 21Q: 3 clusters Score -884065.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -884102.125000 Penalty: 2991.143066
	Iteration 22Q: 3 clusters Score -884102.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -884139.312500 Penalty: 2991.143066
	Iteration 23Q: 3 clusters Score -884139.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -884171.875000 Penalty: 2991.143066
	Iteration 24Q: 3 clusters Score -884171.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -884210.062500 Penalty: 2991.143066
	Iteration 25Q: 3 clusters Score -884210.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -884243.187500 Penalty: 2991.143066
	Iteration 26Q: 3 clusters Score -884243.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -884274.250000 Penalty: 2991.143066
	Iteration 27Q: 3 clusters Score -884274.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -884305.687500 Penalty: 2991.143066
	Iteration 28Q: 3 clusters Score -884305.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -884341.375000 Penalty: 2991.143066
	Iteration 29Q: 3 clusters Score -884341.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -884373.125000 Penalty: 2991.143066
	Iteration 30Q: 3 clusters Score -884373.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -884395.625000 Penalty: 2991.143066
	Iteration 31Q: 3 clusters Score -884395.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -884418.937500 Penalty: 2991.143066
	Iteration 32Q: 3 clusters Score -884418.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -884454.875000 Penalty: 2991.143066
	Iteration 33Q: 3 clusters Score -884454.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -884485.125000 Penalty: 2991.143066
	Iteration 34Q: 3 clusters Score -884485.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -884510.500000 Penalty: 2991.143066
	Iteration 35Q: 3 clusters Score -884510.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -884530.687500 Penalty: 2991.143066
	Iteration 36Q: 3 clusters Score -884530.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -884548.562500 Penalty: 2991.143066
	Iteration 37Q: 3 clusters Score -884548.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -884564.375000 Penalty: 2991.143066
	Iteration 38Q: 3 clusters Score -884564.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -884579.000000 Penalty: 2991.143066
	Iteration 39Q: 3 clusters Score -884579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -884588.875000 Penalty: 2991.143066
	Iteration 40F: 3 clusters Score -884588.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -884593.062500 Penalty: 2991.143066
	Iteration 41Q: 3 clusters Score -884593.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -884599.437500 Penalty: 2991.143066
	Iteration 42Q: 3 clusters Score -884599.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -884606.750000 Penalty: 2991.143066
	Iteration 43Q: 3 clusters Score -884606.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -884610.375000 Penalty: 2991.143066
	Iteration 44Q: 3 clusters Score -884610.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -884616.500000 Penalty: 2991.143066
	Iteration 45Q: 3 clusters Score -884616.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -884631.187500 Penalty: 2991.143066
	Iteration 46Q: 3 clusters Score -884631.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -884638.000000 Penalty: 2991.143066
	Iteration 47Q: 3 clusters Score -884638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -884645.000000 Penalty: 2991.143066
	Iteration 48Q: 3 clusters Score -884645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -884651.875000 Penalty: 2991.143066
	Iteration 49Q: 3 clusters Score -884651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -884656.375000 Penalty: 2991.143066
	Iteration 50Q: 3 clusters Score -884656.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -884660.062500 Penalty: 2991.143066
	Iteration 51Q: 3 clusters Score -884660.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -884669.187500 Penalty: 2991.143066
	Iteration 52Q: 3 clusters Score -884669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -884672.937500 Penalty: 2991.143066
	Iteration 53Q: 3 clusters Score -884672.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -884678.000000 Penalty: 2991.143066
	Iteration 54Q: 3 clusters Score -884678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -884683.000000 Penalty: 2991.143066
	Iteration 55Q: 3 clusters Score -884683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -884687.687500 Penalty: 2991.143066
	Iteration 56Q: 3 clusters Score -884687.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -884692.750000 Penalty: 2991.143066
	Iteration 57Q: 3 clusters Score -884692.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -884697.125000 Penalty: 2991.143066
	Iteration 58Q: 3 clusters Score -884697.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -884699.375000 Penalty: 2991.143066
	Iteration 59Q: 3 clusters Score -884699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -884704.250000 Penalty: 2991.143066
	Iteration 60F: 3 clusters Score -884704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -884708.250000 Penalty: 2991.143066
	Iteration 61Q: 3 clusters Score -884708.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -884715.562500 Penalty: 2991.143066
	Iteration 62Q: 3 clusters Score -884715.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -884723.437500 Penalty: 2991.143066
	Iteration 63Q: 3 clusters Score -884723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -884732.000000 Penalty: 2991.143066
	Iteration 64Q: 3 clusters Score -884732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -884740.562500 Penalty: 2991.143066
	Iteration 65Q: 3 clusters Score -884740.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -884743.875000 Penalty: 2991.143066
	Iteration 66Q: 3 clusters Score -884743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -884746.750000 Penalty: 2991.143066
	Iteration 67Q: 3 clusters Score -884746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -884752.312500 Penalty: 2991.143066
	Iteration 68Q: 3 clusters Score -884752.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -884756.375000 Penalty: 2991.143066
	Iteration 69Q: 3 clusters Score -884756.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -884760.625000 Penalty: 2991.143066
	Iteration 70Q: 3 clusters Score -884760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -884763.812500 Penalty: 2991.143066
	Iteration 71Q: 3 clusters Score -884763.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -884769.375000 Penalty: 2991.143066
	Iteration 72Q: 3 clusters Score -884769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -884770.625000 Penalty: 2991.143066
	Iteration 73Q: 3 clusters Score -884770.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -884770.625000 Penalty: 2991.143066
	Iteration 74F: 3 clusters Score -884770.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179723 members 
Entering Unmasked Estep 
Score: -16861682.000000 Penalty: 1966.115356
	Iteration 0F: 2 clusters Score -1.686168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -16745209.000000 Penalty: 3932.230713
	Iteration 0F: 3 clusters Score -1.674521e+07 nChanged 86915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87821 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -16797670.000000 Penalty: 3932.230713
	Iteration 1F: 3 clusters Score -1.679767e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -16799618.000000 Penalty: 3932.230713
	Iteration 2Q: 3 clusters Score -1.679962e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 95723 members 
Entering Unmasked Estep 
Score: -16802488.000000 Penalty: 3932.230713
	Iteration 3Q: 3 clusters Score -1.680249e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -16806290.000000 Penalty: 3932.230713
	Iteration 4Q: 3 clusters Score -1.680629e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
Score: -16811820.000000 Penalty: 3932.230713
	Iteration 5F: 3 clusters Score -1.681182e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -16819284.000000 Penalty: 3932.230713
	Iteration 6F: 3 clusters Score -1.681928e+07 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 118052 members 
Entering Unmasked Estep 
Score: -16828024.000000 Penalty: 3932.230713
	Iteration 7F: 3 clusters Score -1.682802e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 123504 members 
Entering Unmasked Estep 
Score: -16835688.000000 Penalty: 3932.230713
	Iteration 8F: 3 clusters Score -1.683569e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -16840534.000000 Penalty: 3932.230713
	Iteration 9Q: 3 clusters Score -1.684053e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 129186 members 
Entering Unmasked Estep 
Score: -16842622.000000 Penalty: 3932.230713
	Iteration 10Q: 3 clusters Score -1.684262e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 130532 members 
Entering Unmasked Estep 
Score: -16843614.000000 Penalty: 3932.230713
	Iteration 11Q: 3 clusters Score -1.684361e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 131315 members 
Entering Unmasked Estep 
Score: -16844014.000000 Penalty: 3932.230713
	Iteration 12Q: 3 clusters Score -1.684401e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 131758 members 
Entering Unmasked Estep 
Score: -16844358.000000 Penalty: 3932.230713
	Iteration 13Q: 3 clusters Score -1.684436e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -16844542.000000 Penalty: 3932.230713
	Iteration 14Q: 3 clusters Score -1.684454e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 131948 members 
Entering Unmasked Estep 
Score: -16844708.000000 Penalty: 3932.230713
	Iteration 15Q: 3 clusters Score -1.684471e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 131708 members 
Entering Unmasked Estep 
Score: -16844846.000000 Penalty: 3932.230713
	Iteration 16Q: 3 clusters Score -1.684485e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -16844874.000000 Penalty: 3932.230713
	Iteration 17Q: 3 clusters Score -1.684487e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 130773 members 
Entering Unmasked Estep 
Score: -16844920.000000 Penalty: 3932.230713
	Iteration 18Q: 3 clusters Score -1.684492e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -16844806.000000 Penalty: 3932.230713
	Iteration 19Q: 3 clusters Score -1.684481e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 129201 members 
Entering Unmasked Estep 
Score: -16844796.000000 Penalty: 3932.230713
	Iteration 20F: 3 clusters Score -1.68448e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 128224 members 
Entering Unmasked Estep 
Score: -16844646.000000 Penalty: 3932.230713
	Iteration 21Q: 3 clusters Score -1.684465e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 127142 members 
Entering Unmasked Estep 
Score: -16844472.000000 Penalty: 3932.230713
	Iteration 22Q: 3 clusters Score -1.684447e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -16844370.000000 Penalty: 3932.230713
	Iteration 23Q: 3 clusters Score -1.684437e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 124562 members 
Entering Unmasked Estep 
Score: -16844170.000000 Penalty: 3932.230713
	Iteration 24Q: 3 clusters Score -1.684417e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
Score: -16843956.000000 Penalty: 3932.230713
	Iteration 25Q: 3 clusters Score -1.684396e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 121378 members 
Entering Unmasked Estep 
Score: -16843720.000000 Penalty: 3932.230713
	Iteration 26Q: 3 clusters Score -1.684372e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 119560 members 
Entering Unmasked Estep 
Score: -16843548.000000 Penalty: 3932.230713
	Iteration 27Q: 3 clusters Score -1.684355e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 117656 members 
Entering Unmasked Estep 
Score: -16843436.000000 Penalty: 3932.230713
	Iteration 28Q: 3 clusters Score -1.684344e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -16843312.000000 Penalty: 3932.230713
	Iteration 29Q: 3 clusters Score -1.684331e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -16843108.000000 Penalty: 3932.230713
	Iteration 30Q: 3 clusters Score -1.684311e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 111017 members 
Entering Unmasked Estep 
Score: -16842974.000000 Penalty: 3932.230713
	Iteration 31Q: 3 clusters Score -1.684297e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -16842878.000000 Penalty: 3932.230713
	Iteration 32Q: 3 clusters Score -1.684288e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -16842812.000000 Penalty: 3932.230713
	Iteration 33Q: 3 clusters Score -1.684281e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -16842846.000000 Penalty: 3932.230713
	Iteration 34Q: 3 clusters Score -1.684285e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -16842866.000000 Penalty: 3932.230713
	Iteration 35Q: 3 clusters Score -1.684287e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -16842900.000000 Penalty: 3932.230713
	Iteration 36Q: 3 clusters Score -1.68429e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -16843014.000000 Penalty: 3932.230713
	Iteration 37Q: 3 clusters Score -1.684301e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85357 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -16843090.000000 Penalty: 3932.230713
	Iteration 38Q: 3 clusters Score -1.684309e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -16843168.000000 Penalty: 3932.230713
	Iteration 39Q: 3 clusters Score -1.684317e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -16843214.000000 Penalty: 3932.230713
	Iteration 40F: 3 clusters Score -1.684321e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -16843300.000000 Penalty: 3932.230713
	Iteration 41Q: 3 clusters Score -1.68433e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -16843428.000000 Penalty: 3932.230713
	Iteration 42Q: 3 clusters Score -1.684343e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -16843576.000000 Penalty: 3932.230713
	Iteration 43Q: 3 clusters Score -1.684358e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -16843728.000000 Penalty: 3932.230713
	Iteration 44Q: 3 clusters Score -1.684373e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -16843820.000000 Penalty: 3932.230713
	Iteration 45Q: 3 clusters Score -1.684382e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -16843914.000000 Penalty: 3932.230713
	Iteration 46Q: 3 clusters Score -1.684391e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -16844038.000000 Penalty: 3932.230713
	Iteration 47Q: 3 clusters Score -1.684404e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -16844186.000000 Penalty: 3932.230713
	Iteration 48Q: 3 clusters Score -1.684419e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -16844264.000000 Penalty: 3932.230713
	Iteration 49Q: 3 clusters Score -1.684426e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102304 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -16844340.000000 Penalty: 3932.230713
	Iteration 50Q: 3 clusters Score -1.684434e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -16844352.000000 Penalty: 3932.230713
	Iteration 51Q: 3 clusters Score -1.684435e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -16844388.000000 Penalty: 3932.230713
	Iteration 52Q: 3 clusters Score -1.684439e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -16844476.000000 Penalty: 3932.230713
	Iteration 53Q: 3 clusters Score -1.684448e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -16844594.000000 Penalty: 3932.230713
	Iteration 54Q: 3 clusters Score -1.684459e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -16844700.000000 Penalty: 3932.230713
	Iteration 55Q: 3 clusters Score -1.68447e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -16844736.000000 Penalty: 3932.230713
	Iteration 56Q: 3 clusters Score -1.684474e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -16844766.000000 Penalty: 3932.230713
	Iteration 57Q: 3 clusters Score -1.684477e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106358 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -16844750.000000 Penalty: 3932.230713
	Iteration 58Q: 3 clusters Score -1.684475e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -16844758.000000 Penalty: 3932.230713
	Iteration 59Q: 3 clusters Score -1.684476e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107155 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -16844778.000000 Penalty: 3932.230713
	Iteration 60F: 3 clusters Score -1.684478e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -16844800.000000 Penalty: 3932.230713
	Iteration 61Q: 3 clusters Score -1.68448e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -16844810.000000 Penalty: 3932.230713
	Iteration 62Q: 3 clusters Score -1.684481e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -16844864.000000 Penalty: 3932.230713
	Iteration 63Q: 3 clusters Score -1.684486e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -16844832.000000 Penalty: 3932.230713
	Iteration 64Q: 3 clusters Score -1.684483e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109598 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -16844838.000000 Penalty: 3932.230713
	Iteration 65Q: 3 clusters Score -1.684484e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -16844842.000000 Penalty: 3932.230713
	Iteration 66Q: 3 clusters Score -1.684484e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -16844838.000000 Penalty: 3932.230713
	Iteration 67Q: 3 clusters Score -1.684484e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111646 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -16844890.000000 Penalty: 3932.230713
	Iteration 68Q: 3 clusters Score -1.684489e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -16844964.000000 Penalty: 3932.230713
	Iteration 69Q: 3 clusters Score -1.684496e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -16845028.000000 Penalty: 3932.230713
	Iteration 70Q: 3 clusters Score -1.684503e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -16845096.000000 Penalty: 3932.230713
	Iteration 71Q: 3 clusters Score -1.68451e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -16845150.000000 Penalty: 3932.230713
	Iteration 72Q: 3 clusters Score -1.684515e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -16845194.000000 Penalty: 3932.230713
	Iteration 73Q: 3 clusters Score -1.684519e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116841 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -16845232.000000 Penalty: 3932.230713
	Iteration 74Q: 3 clusters Score -1.684523e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -16845334.000000 Penalty: 3932.230713
	Iteration 75Q: 3 clusters Score -1.684533e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119031 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -16845446.000000 Penalty: 3932.230713
	Iteration 76Q: 3 clusters Score -1.684545e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -16845514.000000 Penalty: 3932.230713
	Iteration 77Q: 3 clusters Score -1.684551e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -16845702.000000 Penalty: 3932.230713
	Iteration 78Q: 3 clusters Score -1.68457e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122773 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -16845830.000000 Penalty: 3932.230713
	Iteration 79Q: 3 clusters Score -1.684583e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124214 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -16845940.000000 Penalty: 3932.230713
	Iteration 80F: 3 clusters Score -1.684594e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -16846168.000000 Penalty: 3932.230713
	Iteration 81Q: 3 clusters Score -1.684617e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -16846296.000000 Penalty: 3932.230713
	Iteration 82Q: 3 clusters Score -1.68463e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -16846508.000000 Penalty: 3932.230713
	Iteration 83Q: 3 clusters Score -1.684651e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -16846756.000000 Penalty: 3932.230713
	Iteration 84Q: 3 clusters Score -1.684676e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132793 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -16847132.000000 Penalty: 3932.230713
	Iteration 85Q: 3 clusters Score -1.684713e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134791 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -16847428.000000 Penalty: 3932.230713
	Iteration 86Q: 3 clusters Score -1.684743e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136825 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -16847760.000000 Penalty: 3932.230713
	Iteration 87Q: 3 clusters Score -1.684776e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -16848196.000000 Penalty: 3932.230713
	Iteration 88Q: 3 clusters Score -1.68482e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141259 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -16848548.000000 Penalty: 3932.230713
	Iteration 89Q: 3 clusters Score -1.684855e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143557 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -16848996.000000 Penalty: 3932.230713
	Iteration 90Q: 3 clusters Score -1.6849e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146106 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -16849596.000000 Penalty: 3932.230713
	Iteration 91Q: 3 clusters Score -1.68496e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -16850324.000000 Penalty: 3932.230713
	Iteration 92Q: 3 clusters Score -1.685032e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -16851400.000000 Penalty: 3932.230713
	Iteration 93Q: 3 clusters Score -1.68514e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154454 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -16852330.000000 Penalty: 3932.230713
	Iteration 94Q: 3 clusters Score -1.685233e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -16853234.000000 Penalty: 3932.230713
	Iteration 95Q: 3 clusters Score -1.685323e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -16854020.000000 Penalty: 3932.230713
	Iteration 96Q: 3 clusters Score -1.685402e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162157 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -16854850.000000 Penalty: 3932.230713
	Iteration 97Q: 3 clusters Score -1.685485e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164609 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -16855708.000000 Penalty: 3932.230713
	Iteration 98Q: 3 clusters Score -1.685571e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166952 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -16856570.000000 Penalty: 3932.230713
	Iteration 99Q: 3 clusters Score -1.685657e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -16857192.000000 Penalty: 3932.230713
	Iteration 100F: 3 clusters Score -1.685719e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -16857698.000000 Penalty: 3932.230713
	Iteration 101Q: 3 clusters Score -1.68577e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172434 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -16858270.000000 Penalty: 3932.230713
	Iteration 102Q: 3 clusters Score -1.685827e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173761 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -16858632.000000 Penalty: 3932.230713
	Iteration 103Q: 3 clusters Score -1.685863e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174844 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -16858990.000000 Penalty: 3932.230713
	Iteration 104Q: 3 clusters Score -1.685899e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -16859186.000000 Penalty: 3932.230713
	Iteration 105Q: 3 clusters Score -1.685919e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176378 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -16859406.000000 Penalty: 3932.230713
	Iteration 106Q: 3 clusters Score -1.685941e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176865 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -16859532.000000 Penalty: 3932.230713
	Iteration 107Q: 3 clusters Score -1.685953e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177220 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -16859646.000000 Penalty: 3932.230713
	Iteration 108Q: 3 clusters Score -1.685965e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177499 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -16859732.000000 Penalty: 3932.230713
	Iteration 109Q: 3 clusters Score -1.685973e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177735 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -16859802.000000 Penalty: 3932.230713
	Iteration 110Q: 3 clusters Score -1.68598e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177916 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -16859848.000000 Penalty: 3932.230713
	Iteration 111Q: 3 clusters Score -1.685985e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178073 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -16859902.000000 Penalty: 3932.230713
	Iteration 112Q: 3 clusters Score -1.68599e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178192 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16859914.000000 Penalty: 3932.230713
	Iteration 113Q: 3 clusters Score -1.685991e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16859976.000000 Penalty: 3932.230713
	Iteration 114Q: 3 clusters Score -1.685998e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16859996.000000 Penalty: 3932.230713
	Iteration 115Q: 3 clusters Score -1.686e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16860012.000000 Penalty: 3932.230713
	Iteration 116Q: 3 clusters Score -1.686001e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16860034.000000 Penalty: 3932.230713
	Iteration 117Q: 3 clusters Score -1.686003e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178467 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -16860032.000000 Penalty: 3932.230713
	Iteration 118Q: 3 clusters Score -1.686003e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16860058.000000 Penalty: 3932.230713
	Iteration 119Q: 3 clusters Score -1.686006e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178513 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -16860034.000000 Penalty: 3932.230713
	Iteration 120F: 3 clusters Score -1.686003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178541 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16860056.000000 Penalty: 3932.230713
	Iteration 121Q: 3 clusters Score -1.686006e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178561 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -16860074.000000 Penalty: 3932.230713
	Iteration 122Q: 3 clusters Score -1.686007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178569 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16860074.000000 Penalty: 3932.230713
	Iteration 123Q: 3 clusters Score -1.686007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178587 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16860088.000000 Penalty: 3932.230713
	Iteration 124Q: 3 clusters Score -1.686009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178612 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -16860092.000000 Penalty: 3932.230713
	Iteration 125Q: 3 clusters Score -1.686009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178623 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16860106.000000 Penalty: 3932.230713
	Iteration 126Q: 3 clusters Score -1.686011e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178628 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16860110.000000 Penalty: 3932.230713
	Iteration 127Q: 3 clusters Score -1.686011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178639 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16860122.000000 Penalty: 3932.230713
	Iteration 128Q: 3 clusters Score -1.686012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16860132.000000 Penalty: 3932.230713
	Iteration 129Q: 3 clusters Score -1.686013e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -16860148.000000 Penalty: 3932.230713
	Iteration 130Q: 3 clusters Score -1.686015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178683 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16860130.000000 Penalty: 3932.230713
	Iteration 131Q: 3 clusters Score -1.686013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178694 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16860158.000000 Penalty: 3932.230713
	Iteration 132Q: 3 clusters Score -1.686016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178713 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16860156.000000 Penalty: 3932.230713
	Iteration 133Q: 3 clusters Score -1.686016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178729 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -16860158.000000 Penalty: 3932.230713
	Iteration 134Q: 3 clusters Score -1.686016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178737 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16860166.000000 Penalty: 3932.230713
	Iteration 135Q: 3 clusters Score -1.686017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178746 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16860164.000000 Penalty: 3932.230713
	Iteration 136Q: 3 clusters Score -1.686016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178755 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16860176.000000 Penalty: 3932.230713
	Iteration 137Q: 3 clusters Score -1.686018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16860182.000000 Penalty: 3932.230713
	Iteration 138Q: 3 clusters Score -1.686018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178771 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16860192.000000 Penalty: 3932.230713
	Iteration 139Q: 3 clusters Score -1.686019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16860190.000000 Penalty: 3932.230713
	Iteration 140F: 3 clusters Score -1.686019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16860192.000000 Penalty: 3932.230713
	Iteration 141Q: 3 clusters Score -1.686019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178784 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16860208.000000 Penalty: 3932.230713
	Iteration 142Q: 3 clusters Score -1.686021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178790 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -16860200.000000 Penalty: 3932.230713
	Iteration 143Q: 3 clusters Score -1.68602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178799 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16860220.000000 Penalty: 3932.230713
	Iteration 144Q: 3 clusters Score -1.686022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16860228.000000 Penalty: 3932.230713
	Iteration 145Q: 3 clusters Score -1.686023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16860230.000000 Penalty: 3932.230713
	Iteration 146Q: 3 clusters Score -1.686023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16860240.000000 Penalty: 3932.230713
	Iteration 147Q: 3 clusters Score -1.686024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16860236.000000 Penalty: 3932.230713
	Iteration 148Q: 3 clusters Score -1.686024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178811 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16860244.000000 Penalty: 3932.230713
	Iteration 149Q: 3 clusters Score -1.686024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178810 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16860250.000000 Penalty: 3932.230713
	Iteration 150Q: 3 clusters Score -1.686025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178812 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16860250.000000 Penalty: 3932.230713
	Iteration 151Q: 3 clusters Score -1.686025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178814 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16860242.000000 Penalty: 3932.230713
	Iteration 152Q: 3 clusters Score -1.686024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178817 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16860248.000000 Penalty: 3932.230713
	Iteration 153Q: 3 clusters Score -1.686025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178814 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16860254.000000 Penalty: 3932.230713
	Iteration 154Q: 3 clusters Score -1.686025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178814 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16860254.000000 Penalty: 3932.230713
	Iteration 155F: 3 clusters Score -1.686025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Entering Unmasked Estep 
Score: -2689864.250000 Penalty: 1672.523315
	Iteration 0F: 2 clusters Score -2689864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2670024.250000 Penalty: 3345.046631
	Iteration 0F: 3 clusters Score -2670024 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2677577.750000 Penalty: 3345.046631
	Iteration 1F: 3 clusters Score -2677578 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2677992.250000 Penalty: 3345.046631
	Iteration 2Q: 3 clusters Score -2677992 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2678441.750000 Penalty: 3345.046631
	Iteration 3Q: 3 clusters Score -2678442 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2679047.500000 Penalty: 3345.046631
	Iteration 4Q: 3 clusters Score -2679048 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2680029.500000 Penalty: 3345.046631
	Iteration 5F: 3 clusters Score -2680030 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2681526.500000 Penalty: 3345.046631
	Iteration 6F: 3 clusters Score -2681526 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2683524.250000 Penalty: 3345.046631
	Iteration 7F: 3 clusters Score -2683524 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2685526.750000 Penalty: 3345.046631
	Iteration 8F: 3 clusters Score -2685527 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2686900.250000 Penalty: 3345.046631
	Iteration 9F: 3 clusters Score -2686900 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2687668.000000 Penalty: 3345.046631
	Iteration 10Q: 3 clusters Score -2687668 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2688017.000000 Penalty: 3345.046631
	Iteration 11Q: 3 clusters Score -2688017 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2688173.000000 Penalty: 3345.046631
	Iteration 12Q: 3 clusters Score -2688173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2688266.000000 Penalty: 3345.046631
	Iteration 13Q: 3 clusters Score -2688266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2688329.750000 Penalty: 3345.046631
	Iteration 14Q: 3 clusters Score -2688330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2688369.250000 Penalty: 3345.046631
	Iteration 15Q: 3 clusters Score -2688369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2688402.750000 Penalty: 3345.046631
	Iteration 16Q: 3 clusters Score -2688403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2688423.000000 Penalty: 3345.046631
	Iteration 17Q: 3 clusters Score -2688423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2688443.500000 Penalty: 3345.046631
	Iteration 18Q: 3 clusters Score -2688444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2688458.000000 Penalty: 3345.046631
	Iteration 19Q: 3 clusters Score -2688458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2688461.000000 Penalty: 3345.046631
	Iteration 20F: 3 clusters Score -2688461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2688466.750000 Penalty: 3345.046631
	Iteration 21Q: 3 clusters Score -2688467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2688467.500000 Penalty: 3345.046631
	Iteration 22Q: 3 clusters Score -2688468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2688466.250000 Penalty: 3345.046631
	Iteration 23Q: 3 clusters Score -2688466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2688466.250000 Penalty: 3345.046631
	Iteration 24F: 3 clusters Score -2688466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (138778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138778 members 
Entering Unmasked Estep 
Score: -13005555.000000 Penalty: 1924.102417
	Iteration 0F: 2 clusters Score -1.300556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -12912992.000000 Penalty: 3848.204834
	Iteration 0F: 3 clusters Score -1.291299e+07 nChanged 66753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -12952485.000000 Penalty: 3848.204834
	Iteration 1F: 3 clusters Score -1.295248e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -12953380.000000 Penalty: 3848.204834
	Iteration 2Q: 3 clusters Score -1.295338e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -12954467.000000 Penalty: 3848.204834
	Iteration 3Q: 3 clusters Score -1.295447e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -12955530.000000 Penalty: 3848.204834
	Iteration 4Q: 3 clusters Score -1.295553e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -12956920.000000 Penalty: 3848.204834
	Iteration 5Q: 3 clusters Score -1.295692e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -12958741.000000 Penalty: 3848.204834
	Iteration 6Q: 3 clusters Score -1.295874e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -12961397.000000 Penalty: 3848.204834
	Iteration 7Q: 3 clusters Score -1.29614e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -12964932.000000 Penalty: 3848.204834
	Iteration 8Q: 3 clusters Score -1.296493e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -12969890.000000 Penalty: 3848.204834
	Iteration 9F: 3 clusters Score -1.296989e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -12976418.000000 Penalty: 3848.204834
	Iteration 10F: 3 clusters Score -1.297642e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -12983088.000000 Penalty: 3848.204834
	Iteration 11F: 3 clusters Score -1.298309e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -12987506.000000 Penalty: 3848.204834
	Iteration 12Q: 3 clusters Score -1.298751e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -12989517.000000 Penalty: 3848.204834
	Iteration 13Q: 3 clusters Score -1.298952e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -12990708.000000 Penalty: 3848.204834
	Iteration 14Q: 3 clusters Score -1.299071e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -12991800.000000 Penalty: 3848.204834
	Iteration 15Q: 3 clusters Score -1.29918e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108301 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -12992832.000000 Penalty: 3848.204834
	Iteration 16Q: 3 clusters Score -1.299283e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -12993782.000000 Penalty: 3848.204834
	Iteration 17Q: 3 clusters Score -1.299378e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112493 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -12994817.000000 Penalty: 3848.204834
	Iteration 18Q: 3 clusters Score -1.299482e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -12995596.000000 Penalty: 3848.204834
	Iteration 19Q: 3 clusters Score -1.29956e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116345 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -12996535.000000 Penalty: 3848.204834
	Iteration 20F: 3 clusters Score -1.299654e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118127 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -12997237.000000 Penalty: 3848.204834
	Iteration 21Q: 3 clusters Score -1.299724e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119793 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -12997979.000000 Penalty: 3848.204834
	Iteration 22Q: 3 clusters Score -1.299798e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121371 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -12998762.000000 Penalty: 3848.204834
	Iteration 23Q: 3 clusters Score -1.299876e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122885 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -12999441.000000 Penalty: 3848.204834
	Iteration 24Q: 3 clusters Score -1.299944e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124230 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -12999977.000000 Penalty: 3848.204834
	Iteration 25Q: 3 clusters Score -1.299998e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -13000398.000000 Penalty: 3848.204834
	Iteration 26Q: 3 clusters Score -1.30004e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126591 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -13000800.000000 Penalty: 3848.204834
	Iteration 27Q: 3 clusters Score -1.30008e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -13001115.000000 Penalty: 3848.204834
	Iteration 28Q: 3 clusters Score -1.300112e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128466 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -13001502.000000 Penalty: 3848.204834
	Iteration 29Q: 3 clusters Score -1.30015e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129347 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -13001797.000000 Penalty: 3848.204834
	Iteration 30Q: 3 clusters Score -1.30018e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130144 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -13002055.000000 Penalty: 3848.204834
	Iteration 31Q: 3 clusters Score -1.300206e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130862 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -13002327.000000 Penalty: 3848.204834
	Iteration 32Q: 3 clusters Score -1.300233e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -13002540.000000 Penalty: 3848.204834
	Iteration 33Q: 3 clusters Score -1.300254e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -13002706.000000 Penalty: 3848.204834
	Iteration 34Q: 3 clusters Score -1.300271e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132522 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -13002879.000000 Penalty: 3848.204834
	Iteration 35Q: 3 clusters Score -1.300288e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132995 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -13003112.000000 Penalty: 3848.204834
	Iteration 36Q: 3 clusters Score -1.300311e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133407 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -13003225.000000 Penalty: 3848.204834
	Iteration 37Q: 3 clusters Score -1.300322e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133795 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -13003377.000000 Penalty: 3848.204834
	Iteration 38Q: 3 clusters Score -1.300338e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134161 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -13003510.000000 Penalty: 3848.204834
	Iteration 39Q: 3 clusters Score -1.300351e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -13003626.000000 Penalty: 3848.204834
	Iteration 40F: 3 clusters Score -1.300363e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134735 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -13003689.000000 Penalty: 3848.204834
	Iteration 41Q: 3 clusters Score -1.300369e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -13003749.000000 Penalty: 3848.204834
	Iteration 42Q: 3 clusters Score -1.300375e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135221 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -13003827.000000 Penalty: 3848.204834
	Iteration 43Q: 3 clusters Score -1.300383e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135424 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -13003899.000000 Penalty: 3848.204834
	Iteration 44Q: 3 clusters Score -1.30039e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -13003950.000000 Penalty: 3848.204834
	Iteration 45Q: 3 clusters Score -1.300395e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135767 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -13003992.000000 Penalty: 3848.204834
	Iteration 46Q: 3 clusters Score -1.300399e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135913 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -13004048.000000 Penalty: 3848.204834
	Iteration 47Q: 3 clusters Score -1.300405e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136047 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -13004068.000000 Penalty: 3848.204834
	Iteration 48Q: 3 clusters Score -1.300407e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -13004065.000000 Penalty: 3848.204834
	Iteration 49Q: 3 clusters Score -1.300406e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -13004089.000000 Penalty: 3848.204834
	Iteration 50Q: 3 clusters Score -1.300409e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136332 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -13004143.000000 Penalty: 3848.204834
	Iteration 51Q: 3 clusters Score -1.300414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136378 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -13004155.000000 Penalty: 3848.204834
	Iteration 52Q: 3 clusters Score -1.300416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13004158.000000 Penalty: 3848.204834
	Iteration 53Q: 3 clusters Score -1.300416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136469 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -13004152.000000 Penalty: 3848.204834
	Iteration 54Q: 3 clusters Score -1.300415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136516 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -13004207.000000 Penalty: 3848.204834
	Iteration 55Q: 3 clusters Score -1.300421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136552 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -13004188.000000 Penalty: 3848.204834
	Iteration 56Q: 3 clusters Score -1.300419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136581 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -13004211.000000 Penalty: 3848.204834
	Iteration 57Q: 3 clusters Score -1.300421e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136621 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -13004227.000000 Penalty: 3848.204834
	Iteration 58Q: 3 clusters Score -1.300423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136651 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -13004249.000000 Penalty: 3848.204834
	Iteration 59Q: 3 clusters Score -1.300425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136678 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -13004256.000000 Penalty: 3848.204834
	Iteration 60F: 3 clusters Score -1.300426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13004252.000000 Penalty: 3848.204834
	Iteration 61Q: 3 clusters Score -1.300425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13004253.000000 Penalty: 3848.204834
	Iteration 62Q: 3 clusters Score -1.300425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136727 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -13004253.000000 Penalty: 3848.204834
	Iteration 63Q: 3 clusters Score -1.300425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136742 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13004254.000000 Penalty: 3848.204834
	Iteration 64Q: 3 clusters Score -1.300425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13004249.000000 Penalty: 3848.204834
	Iteration 65Q: 3 clusters Score -1.300425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136754 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13004255.000000 Penalty: 3848.204834
	Iteration 66Q: 3 clusters Score -1.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13004252.000000 Penalty: 3848.204834
	Iteration 67Q: 3 clusters Score -1.300425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136762 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13004251.000000 Penalty: 3848.204834
	Iteration 68Q: 3 clusters Score -1.300425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13004244.000000 Penalty: 3848.204834
	Iteration 69Q: 3 clusters Score -1.300424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13004247.000000 Penalty: 3848.204834
	Iteration 70Q: 3 clusters Score -1.300425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -13004245.000000 Penalty: 3848.204834
	Iteration 71Q: 3 clusters Score -1.300424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13004241.000000 Penalty: 3848.204834
	Iteration 72Q: 3 clusters Score -1.300424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -13004238.000000 Penalty: 3848.204834
	Iteration 73Q: 3 clusters Score -1.300424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -13004238.000000 Penalty: 3848.204834
	Iteration 74Q: 3 clusters Score -1.300424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136797 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -13004250.000000 Penalty: 3848.204834
	Iteration 75Q: 3 clusters Score -1.300425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13004252.000000 Penalty: 3848.204834
	Iteration 76Q: 3 clusters Score -1.300425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136805 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13004249.000000 Penalty: 3848.204834
	Iteration 77Q: 3 clusters Score -1.300425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136811 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13004247.000000 Penalty: 3848.204834
	Iteration 78Q: 3 clusters Score -1.300425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136818 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13004259.000000 Penalty: 3848.204834
	Iteration 79Q: 3 clusters Score -1.300426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136823 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -13004256.000000 Penalty: 3848.204834
	Iteration 80F: 3 clusters Score -1.300426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136826 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13004255.000000 Penalty: 3848.204834
	Iteration 81Q: 3 clusters Score -1.300426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136829 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -13004248.000000 Penalty: 3848.204834
	Iteration 82Q: 3 clusters Score -1.300425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136834 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13004253.000000 Penalty: 3848.204834
	Iteration 83Q: 3 clusters Score -1.300425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136836 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13004242.000000 Penalty: 3848.204834
	Iteration 84Q: 3 clusters Score -1.300424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136840 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13004250.000000 Penalty: 3848.204834
	Iteration 85Q: 3 clusters Score -1.300425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136841 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -13004250.000000 Penalty: 3848.204834
	Iteration 86Q: 3 clusters Score -1.300425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136846 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -13004247.000000 Penalty: 3848.204834
	Iteration 87Q: 3 clusters Score -1.300425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136850 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -13004257.000000 Penalty: 3848.204834
	Iteration 88Q: 3 clusters Score -1.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136852 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -13004254.000000 Penalty: 3848.204834
	Iteration 89Q: 3 clusters Score -1.300425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136855 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13004256.000000 Penalty: 3848.204834
	Iteration 90Q: 3 clusters Score -1.300426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -13004251.000000 Penalty: 3848.204834
	Iteration 91Q: 3 clusters Score -1.300425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136861 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13004260.000000 Penalty: 3848.204834
	Iteration 92Q: 3 clusters Score -1.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -13004256.000000 Penalty: 3848.204834
	Iteration 93Q: 3 clusters Score -1.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13004261.000000 Penalty: 3848.204834
	Iteration 94Q: 3 clusters Score -1.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -13004266.000000 Penalty: 3848.204834
	Iteration 95Q: 3 clusters Score -1.300427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136874 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13004263.000000 Penalty: 3848.204834
	Iteration 96Q: 3 clusters Score -1.300426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136875 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -13004269.000000 Penalty: 3848.204834
	Iteration 97Q: 3 clusters Score -1.300427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136876 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13004266.000000 Penalty: 3848.204834
	Iteration 98Q: 3 clusters Score -1.300427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136878 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13004261.000000 Penalty: 3848.204834
	Iteration 99Q: 3 clusters Score -1.300426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136879 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -13004263.000000 Penalty: 3848.204834
	Iteration 100F: 3 clusters Score -1.300426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (121203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121203 members 
Entering Unmasked Estep 
Score: -11393698.000000 Penalty: 1902.098633
	Iteration 0F: 2 clusters Score -1.13937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -11312583.000000 Penalty: 3804.197266
	Iteration 0F: 3 clusters Score -1.131258e+07 nChanged 58303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -11346581.000000 Penalty: 3804.197266
	Iteration 1F: 3 clusters Score -1.134658e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -11347299.000000 Penalty: 3804.197266
	Iteration 2Q: 3 clusters Score -1.13473e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -11348207.000000 Penalty: 3804.197266
	Iteration 3Q: 3 clusters Score -1.134821e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -11349341.000000 Penalty: 3804.197266
	Iteration 4Q: 3 clusters Score -1.134934e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -11350970.000000 Penalty: 3804.197266
	Iteration 5Q: 3 clusters Score -1.135097e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -11353479.000000 Penalty: 3804.197266
	Iteration 6Q: 3 clusters Score -1.135348e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -11356738.000000 Penalty: 3804.197266
	Iteration 7F: 3 clusters Score -1.135674e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -11361715.000000 Penalty: 3804.197266
	Iteration 8F: 3 clusters Score -1.136172e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -11367922.000000 Penalty: 3804.197266
	Iteration 9F: 3 clusters Score -1.136792e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -11373734.000000 Penalty: 3804.197266
	Iteration 10F: 3 clusters Score -1.137373e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -11377430.000000 Penalty: 3804.197266
	Iteration 11Q: 3 clusters Score -1.137743e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -11379549.000000 Penalty: 3804.197266
	Iteration 12Q: 3 clusters Score -1.137955e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -11380840.000000 Penalty: 3804.197266
	Iteration 13Q: 3 clusters Score -1.138084e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -11381686.000000 Penalty: 3804.197266
	Iteration 14Q: 3 clusters Score -1.138169e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -11382606.000000 Penalty: 3804.197266
	Iteration 15Q: 3 clusters Score -1.138261e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98615 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -11383357.000000 Penalty: 3804.197266
	Iteration 16Q: 3 clusters Score -1.138336e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100446 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -11384091.000000 Penalty: 3804.197266
	Iteration 17Q: 3 clusters Score -1.138409e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -11384917.000000 Penalty: 3804.197266
	Iteration 18Q: 3 clusters Score -1.138492e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -11385606.000000 Penalty: 3804.197266
	Iteration 19Q: 3 clusters Score -1.138561e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105431 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -11386196.000000 Penalty: 3804.197266
	Iteration 20F: 3 clusters Score -1.13862e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -11386751.000000 Penalty: 3804.197266
	Iteration 21Q: 3 clusters Score -1.138675e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108197 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -11387338.000000 Penalty: 3804.197266
	Iteration 22Q: 3 clusters Score -1.138734e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109449 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -11387839.000000 Penalty: 3804.197266
	Iteration 23Q: 3 clusters Score -1.138784e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -11388271.000000 Penalty: 3804.197266
	Iteration 24Q: 3 clusters Score -1.138827e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -11388778.000000 Penalty: 3804.197266
	Iteration 25Q: 3 clusters Score -1.138878e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -11389226.000000 Penalty: 3804.197266
	Iteration 26Q: 3 clusters Score -1.138923e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -11389647.000000 Penalty: 3804.197266
	Iteration 27Q: 3 clusters Score -1.138965e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -11390010.000000 Penalty: 3804.197266
	Iteration 28Q: 3 clusters Score -1.139001e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -11390317.000000 Penalty: 3804.197266
	Iteration 29Q: 3 clusters Score -1.139032e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -11390607.000000 Penalty: 3804.197266
	Iteration 30Q: 3 clusters Score -1.139061e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116798 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -11390838.000000 Penalty: 3804.197266
	Iteration 31Q: 3 clusters Score -1.139084e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -11391035.000000 Penalty: 3804.197266
	Iteration 32Q: 3 clusters Score -1.139104e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -11391221.000000 Penalty: 3804.197266
	Iteration 33Q: 3 clusters Score -1.139122e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -11391380.000000 Penalty: 3804.197266
	Iteration 34Q: 3 clusters Score -1.139138e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -11391466.000000 Penalty: 3804.197266
	Iteration 35Q: 3 clusters Score -1.139147e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118811 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -11391583.000000 Penalty: 3804.197266
	Iteration 36Q: 3 clusters Score -1.139158e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119045 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -11391642.000000 Penalty: 3804.197266
	Iteration 37Q: 3 clusters Score -1.139164e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11391711.000000 Penalty: 3804.197266
	Iteration 38Q: 3 clusters Score -1.139171e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -11391811.000000 Penalty: 3804.197266
	Iteration 39Q: 3 clusters Score -1.139181e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -11391856.000000 Penalty: 3804.197266
	Iteration 40F: 3 clusters Score -1.139186e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119663 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11391905.000000 Penalty: 3804.197266
	Iteration 41Q: 3 clusters Score -1.13919e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119764 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11391958.000000 Penalty: 3804.197266
	Iteration 42Q: 3 clusters Score -1.139196e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119850 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11391975.000000 Penalty: 3804.197266
	Iteration 43Q: 3 clusters Score -1.139198e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119922 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11391999.000000 Penalty: 3804.197266
	Iteration 44Q: 3 clusters Score -1.1392e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11392046.000000 Penalty: 3804.197266
	Iteration 45Q: 3 clusters Score -1.139205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120043 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11392065.000000 Penalty: 3804.197266
	Iteration 46Q: 3 clusters Score -1.139206e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120077 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11392073.000000 Penalty: 3804.197266
	Iteration 47Q: 3 clusters Score -1.139207e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120119 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11392063.000000 Penalty: 3804.197266
	Iteration 48Q: 3 clusters Score -1.139206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120146 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11392072.000000 Penalty: 3804.197266
	Iteration 49Q: 3 clusters Score -1.139207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11392063.000000 Penalty: 3804.197266
	Iteration 50Q: 3 clusters Score -1.139206e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120204 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11392083.000000 Penalty: 3804.197266
	Iteration 51Q: 3 clusters Score -1.139208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120230 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11392079.000000 Penalty: 3804.197266
	Iteration 52Q: 3 clusters Score -1.139208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120249 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11392088.000000 Penalty: 3804.197266
	Iteration 53Q: 3 clusters Score -1.139209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120270 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11392087.000000 Penalty: 3804.197266
	Iteration 54Q: 3 clusters Score -1.139209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11392101.000000 Penalty: 3804.197266
	Iteration 55Q: 3 clusters Score -1.13921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11392097.000000 Penalty: 3804.197266
	Iteration 56Q: 3 clusters Score -1.13921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11392104.000000 Penalty: 3804.197266
	Iteration 57Q: 3 clusters Score -1.13921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11392103.000000 Penalty: 3804.197266
	Iteration 58Q: 3 clusters Score -1.13921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11392099.000000 Penalty: 3804.197266
	Iteration 59Q: 3 clusters Score -1.13921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11392103.000000 Penalty: 3804.197266
	Iteration 60F: 3 clusters Score -1.13921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11392111.000000 Penalty: 3804.197266
	Iteration 61Q: 3 clusters Score -1.139211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120330 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11392111.000000 Penalty: 3804.197266
	Iteration 62Q: 3 clusters Score -1.139211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11392108.000000 Penalty: 3804.197266
	Iteration 63Q: 3 clusters Score -1.139211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120344 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11392118.000000 Penalty: 3804.197266
	Iteration 64Q: 3 clusters Score -1.139212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120349 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11392115.000000 Penalty: 3804.197266
	Iteration 65Q: 3 clusters Score -1.139212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120352 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11392113.000000 Penalty: 3804.197266
	Iteration 66Q: 3 clusters Score -1.139211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11392114.000000 Penalty: 3804.197266
	Iteration 67Q: 3 clusters Score -1.139211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11392115.000000 Penalty: 3804.197266
	Iteration 68Q: 3 clusters Score -1.139212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120359 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11392115.000000 Penalty: 3804.197266
	Iteration 69Q: 3 clusters Score -1.139212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120359 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11392115.000000 Penalty: 3804.197266
	Iteration 70F: 3 clusters Score -1.139212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Entering Unmasked Estep 
Score: -1133867.125000 Penalty: 1525.629150
	Iteration 0F: 2 clusters Score -1133867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1125438.000000 Penalty: 3051.258301
	Iteration 0F: 3 clusters Score -1125438 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1128213.125000 Penalty: 3051.258301
	Iteration 1F: 3 clusters Score -1128213 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1128458.250000 Penalty: 3051.258301
	Iteration 2F: 3 clusters Score -1128458 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1128715.875000 Penalty: 3051.258301
	Iteration 3Q: 3 clusters Score -1128716 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1128959.250000 Penalty: 3051.258301
	Iteration 4Q: 3 clusters Score -1128959 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1129226.250000 Penalty: 3051.258301
	Iteration 5Q: 3 clusters Score -1129226 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1129578.250000 Penalty: 3051.258301
	Iteration 6Q: 3 clusters Score -1129578 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1129984.125000 Penalty: 3051.258301
	Iteration 7F: 3 clusters Score -1129984 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1130395.875000 Penalty: 3051.258301
	Iteration 8F: 3 clusters Score -1130396 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1130830.875000 Penalty: 3051.258301
	Iteration 9F: 3 clusters Score -1130831 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1131273.375000 Penalty: 3051.258301
	Iteration 10Q: 3 clusters Score -1131273 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1131641.375000 Penalty: 3051.258301
	Iteration 11Q: 3 clusters Score -1131641 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1131869.750000 Penalty: 3051.258301
	Iteration 12Q: 3 clusters Score -1131870 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1132011.625000 Penalty: 3051.258301
	Iteration 13Q: 3 clusters Score -1132012 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1132115.250000 Penalty: 3051.258301
	Iteration 14Q: 3 clusters Score -1132115 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1132185.875000 Penalty: 3051.258301
	Iteration 15Q: 3 clusters Score -1132186 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1132240.375000 Penalty: 3051.258301
	Iteration 16Q: 3 clusters Score -1132240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1132281.375000 Penalty: 3051.258301
	Iteration 17Q: 3 clusters Score -1132281 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1132316.000000 Penalty: 3051.258301
	Iteration 18Q: 3 clusters Score -1132316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1132348.250000 Penalty: 3051.258301
	Iteration 19Q: 3 clusters Score -1132348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1132379.375000 Penalty: 3051.258301
	Iteration 20F: 3 clusters Score -1132379 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1132404.000000 Penalty: 3051.258301
	Iteration 21Q: 3 clusters Score -1132404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1132427.625000 Penalty: 3051.258301
	Iteration 22Q: 3 clusters Score -1132428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1132445.000000 Penalty: 3051.258301
	Iteration 23Q: 3 clusters Score -1132445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1132459.000000 Penalty: 3051.258301
	Iteration 24Q: 3 clusters Score -1132459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1132475.250000 Penalty: 3051.258301
	Iteration 25Q: 3 clusters Score -1132475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1132489.750000 Penalty: 3051.258301
	Iteration 26Q: 3 clusters Score -1132490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1132501.000000 Penalty: 3051.258301
	Iteration 27Q: 3 clusters Score -1132501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1132507.000000 Penalty: 3051.258301
	Iteration 28Q: 3 clusters Score -1132507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1132515.750000 Penalty: 3051.258301
	Iteration 29Q: 3 clusters Score -1132516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1132518.625000 Penalty: 3051.258301
	Iteration 30Q: 3 clusters Score -1132519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1132522.000000 Penalty: 3051.258301
	Iteration 31Q: 3 clusters Score -1132522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1132523.000000 Penalty: 3051.258301
	Iteration 32Q: 3 clusters Score -1132523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1132529.875000 Penalty: 3051.258301
	Iteration 33Q: 3 clusters Score -1132530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1132536.125000 Penalty: 3051.258301
	Iteration 34Q: 3 clusters Score -1132536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1132540.500000 Penalty: 3051.258301
	Iteration 35Q: 3 clusters Score -1132540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1132545.500000 Penalty: 3051.258301
	Iteration 36Q: 3 clusters Score -1132546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1132546.875000 Penalty: 3051.258301
	Iteration 37Q: 3 clusters Score -1132547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1132552.375000 Penalty: 3051.258301
	Iteration 38Q: 3 clusters Score -1132552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1132557.500000 Penalty: 3051.258301
	Iteration 39Q: 3 clusters Score -1132558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1132566.250000 Penalty: 3051.258301
	Iteration 40F: 3 clusters Score -1132566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1132567.625000 Penalty: 3051.258301
	Iteration 41Q: 3 clusters Score -1132568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1132576.000000 Penalty: 3051.258301
	Iteration 42Q: 3 clusters Score -1132576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1132581.750000 Penalty: 3051.258301
	Iteration 43Q: 3 clusters Score -1132582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1132590.500000 Penalty: 3051.258301
	Iteration 44Q: 3 clusters Score -1132590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1132592.875000 Penalty: 3051.258301
	Iteration 45Q: 3 clusters Score -1132593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1132597.500000 Penalty: 3051.258301
	Iteration 46Q: 3 clusters Score -1132598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1132600.375000 Penalty: 3051.258301
	Iteration 47Q: 3 clusters Score -1132600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1132606.000000 Penalty: 3051.258301
	Iteration 48Q: 3 clusters Score -1132606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1132607.375000 Penalty: 3051.258301
	Iteration 49Q: 3 clusters Score -1132607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1132611.875000 Penalty: 3051.258301
	Iteration 50Q: 3 clusters Score -1132612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1132615.625000 Penalty: 3051.258301
	Iteration 51Q: 3 clusters Score -1132616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1132616.250000 Penalty: 3051.258301
	Iteration 52Q: 3 clusters Score -1132616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1132617.750000 Penalty: 3051.258301
	Iteration 53Q: 3 clusters Score -1132618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1132618.250000 Penalty: 3051.258301
	Iteration 54Q: 3 clusters Score -1132618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1132622.625000 Penalty: 3051.258301
	Iteration 55Q: 3 clusters Score -1132623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1132621.750000 Penalty: 3051.258301
	Iteration 56Q: 3 clusters Score -1132622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1132621.250000 Penalty: 3051.258301
	Iteration 57Q: 3 clusters Score -1132621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1132623.500000 Penalty: 3051.258301
	Iteration 58Q: 3 clusters Score -1132624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1132624.500000 Penalty: 3051.258301
	Iteration 59Q: 3 clusters Score -1132624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1132623.875000 Penalty: 3051.258301
	Iteration 60F: 3 clusters Score -1132624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1132626.500000 Penalty: 3051.258301
	Iteration 61Q: 3 clusters Score -1132626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1132628.750000 Penalty: 3051.258301
	Iteration 62Q: 3 clusters Score -1132629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1132631.500000 Penalty: 3051.258301
	Iteration 63Q: 3 clusters Score -1132632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1132634.750000 Penalty: 3051.258301
	Iteration 64Q: 3 clusters Score -1132635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1132634.750000 Penalty: 3051.258301
	Iteration 65Q: 3 clusters Score -1132635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1132635.875000 Penalty: 3051.258301
	Iteration 66Q: 3 clusters Score -1132636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1132634.750000 Penalty: 3051.258301
	Iteration 67Q: 3 clusters Score -1132635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1132634.875000 Penalty: 3051.258301
	Iteration 68Q: 3 clusters Score -1132635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1132637.375000 Penalty: 3051.258301
	Iteration 69Q: 3 clusters Score -1132637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1132638.750000 Penalty: 3051.258301
	Iteration 70Q: 3 clusters Score -1132639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1132638.875000 Penalty: 3051.258301
	Iteration 71Q: 3 clusters Score -1132639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1132639.000000 Penalty: 3051.258301
	Iteration 72Q: 3 clusters Score -1132639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1132639.875000 Penalty: 3051.258301
	Iteration 73Q: 3 clusters Score -1132640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1132639.875000 Penalty: 3051.258301
	Iteration 74F: 3 clusters Score -1132640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Entering Unmasked Estep 
Score: -2925495.500000 Penalty: 1679.317749
	Iteration 0F: 2 clusters Score -2925496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2904800.750000 Penalty: 3358.635498
	Iteration 0F: 3 clusters Score -2904801 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2912818.750000 Penalty: 3358.635498
	Iteration 1F: 3 clusters Score -2912819 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2913389.000000 Penalty: 3358.635498
	Iteration 2F: 3 clusters Score -2913389 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2914078.250000 Penalty: 3358.635498
	Iteration 3Q: 3 clusters Score -2914078 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2915029.250000 Penalty: 3358.635498
	Iteration 4F: 3 clusters Score -2915029 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2916202.500000 Penalty: 3358.635498
	Iteration 5F: 3 clusters Score -2916202 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2917620.750000 Penalty: 3358.635498
	Iteration 6F: 3 clusters Score -2917621 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2919232.250000 Penalty: 3358.635498
	Iteration 7F: 3 clusters Score -2919232 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2920545.250000 Penalty: 3358.635498
	Iteration 8F: 3 clusters Score -2920545 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2921267.750000 Penalty: 3358.635498
	Iteration 9Q: 3 clusters Score -2921268 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2921582.750000 Penalty: 3358.635498
	Iteration 10Q: 3 clusters Score -2921583 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2921769.000000 Penalty: 3358.635498
	Iteration 11Q: 3 clusters Score -2921769 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2921930.500000 Penalty: 3358.635498
	Iteration 12Q: 3 clusters Score -2921930 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2922047.500000 Penalty: 3358.635498
	Iteration 13Q: 3 clusters Score -2922048 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2922135.500000 Penalty: 3358.635498
	Iteration 14Q: 3 clusters Score -2922136 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2922227.000000 Penalty: 3358.635498
	Iteration 15Q: 3 clusters Score -2922227 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2922315.500000 Penalty: 3358.635498
	Iteration 16Q: 3 clusters Score -2922316 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2922390.500000 Penalty: 3358.635498
	Iteration 17Q: 3 clusters Score -2922390 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2922477.000000 Penalty: 3358.635498
	Iteration 18Q: 3 clusters Score -2922477 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2922569.250000 Penalty: 3358.635498
	Iteration 19Q: 3 clusters Score -2922569 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2922640.500000 Penalty: 3358.635498
	Iteration 20F: 3 clusters Score -2922640 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2922718.250000 Penalty: 3358.635498
	Iteration 21Q: 3 clusters Score -2922718 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2922794.250000 Penalty: 3358.635498
	Iteration 22Q: 3 clusters Score -2922794 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2922864.750000 Penalty: 3358.635498
	Iteration 23Q: 3 clusters Score -2922865 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2922918.750000 Penalty: 3358.635498
	Iteration 24Q: 3 clusters Score -2922919 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2922993.750000 Penalty: 3358.635498
	Iteration 25Q: 3 clusters Score -2922994 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2923052.750000 Penalty: 3358.635498
	Iteration 26Q: 3 clusters Score -2923053 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2923115.500000 Penalty: 3358.635498
	Iteration 27Q: 3 clusters Score -2923116 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2923171.250000 Penalty: 3358.635498
	Iteration 28Q: 3 clusters Score -2923171 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2923209.750000 Penalty: 3358.635498
	Iteration 29Q: 3 clusters Score -2923210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2923272.750000 Penalty: 3358.635498
	Iteration 30Q: 3 clusters Score -2923273 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2923309.000000 Penalty: 3358.635498
	Iteration 31Q: 3 clusters Score -2923309 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2923369.750000 Penalty: 3358.635498
	Iteration 32Q: 3 clusters Score -2923370 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2923442.000000 Penalty: 3358.635498
	Iteration 33Q: 3 clusters Score -2923442 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2923497.000000 Penalty: 3358.635498
	Iteration 34Q: 3 clusters Score -2923497 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2923566.000000 Penalty: 3358.635498
	Iteration 35Q: 3 clusters Score -2923566 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2923625.750000 Penalty: 3358.635498
	Iteration 36Q: 3 clusters Score -2923626 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2923680.000000 Penalty: 3358.635498
	Iteration 37Q: 3 clusters Score -2923680 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2923729.000000 Penalty: 3358.635498
	Iteration 38Q: 3 clusters Score -2923729 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2923773.500000 Penalty: 3358.635498
	Iteration 39Q: 3 clusters Score -2923774 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2923838.000000 Penalty: 3358.635498
	Iteration 40F: 3 clusters Score -2923838 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2923882.750000 Penalty: 3358.635498
	Iteration 41Q: 3 clusters Score -2923883 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2923942.500000 Penalty: 3358.635498
	Iteration 42Q: 3 clusters Score -2923942 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2923996.250000 Penalty: 3358.635498
	Iteration 43Q: 3 clusters Score -2923996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2924037.750000 Penalty: 3358.635498
	Iteration 44Q: 3 clusters Score -2924038 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2924085.500000 Penalty: 3358.635498
	Iteration 45Q: 3 clusters Score -2924086 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2924118.250000 Penalty: 3358.635498
	Iteration 46Q: 3 clusters Score -2924118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2924150.750000 Penalty: 3358.635498
	Iteration 47Q: 3 clusters Score -2924151 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2924171.000000 Penalty: 3358.635498
	Iteration 48Q: 3 clusters Score -2924171 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2924178.250000 Penalty: 3358.635498
	Iteration 49Q: 3 clusters Score -2924178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2924192.000000 Penalty: 3358.635498
	Iteration 50Q: 3 clusters Score -2924192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2924206.750000 Penalty: 3358.635498
	Iteration 51Q: 3 clusters Score -2924207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2924215.000000 Penalty: 3358.635498
	Iteration 52Q: 3 clusters Score -2924215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2924231.750000 Penalty: 3358.635498
	Iteration 53Q: 3 clusters Score -2924232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2924236.750000 Penalty: 3358.635498
	Iteration 54Q: 3 clusters Score -2924237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2924258.250000 Penalty: 3358.635498
	Iteration 55Q: 3 clusters Score -2924258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2924263.250000 Penalty: 3358.635498
	Iteration 56Q: 3 clusters Score -2924263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2924265.250000 Penalty: 3358.635498
	Iteration 57Q: 3 clusters Score -2924265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2924267.250000 Penalty: 3358.635498
	Iteration 58Q: 3 clusters Score -2924267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2924269.500000 Penalty: 3358.635498
	Iteration 59Q: 3 clusters Score -2924270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2924276.750000 Penalty: 3358.635498
	Iteration 60F: 3 clusters Score -2924277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2924281.500000 Penalty: 3358.635498
	Iteration 61Q: 3 clusters Score -2924282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2924277.000000 Penalty: 3358.635498
	Iteration 62Q: 3 clusters Score -2924277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2924278.250000 Penalty: 3358.635498
	Iteration 63Q: 3 clusters Score -2924278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2924279.250000 Penalty: 3358.635498
	Iteration 64Q: 3 clusters Score -2924279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2924287.500000 Penalty: 3358.635498
	Iteration 65Q: 3 clusters Score -2924288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2924289.250000 Penalty: 3358.635498
	Iteration 66Q: 3 clusters Score -2924289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2924291.750000 Penalty: 3358.635498
	Iteration 67Q: 3 clusters Score -2924292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2924290.000000 Penalty: 3358.635498
	Iteration 68Q: 3 clusters Score -2924290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2924289.250000 Penalty: 3358.635498
	Iteration 69Q: 3 clusters Score -2924289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2924290.250000 Penalty: 3358.635498
	Iteration 70Q: 3 clusters Score -2924290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2924291.000000 Penalty: 3358.635498
	Iteration 71Q: 3 clusters Score -2924291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2924291.000000 Penalty: 3358.635498
	Iteration 72Q: 3 clusters Score -2924291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2924293.750000 Penalty: 3358.635498
	Iteration 73Q: 3 clusters Score -2924294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2924298.250000 Penalty: 3358.635498
	Iteration 74Q: 3 clusters Score -2924298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2924298.250000 Penalty: 3358.635498
	Iteration 75Q: 3 clusters Score -2924298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2924303.750000 Penalty: 3358.635498
	Iteration 76Q: 3 clusters Score -2924304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2924303.750000 Penalty: 3358.635498
	Iteration 77Q: 3 clusters Score -2924304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2924303.000000 Penalty: 3358.635498
	Iteration 78Q: 3 clusters Score -2924303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2924300.500000 Penalty: 3358.635498
	Iteration 79Q: 3 clusters Score -2924300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2924298.250000 Penalty: 3358.635498
	Iteration 80F: 3 clusters Score -2924298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2924302.000000 Penalty: 3358.635498
	Iteration 81Q: 3 clusters Score -2924302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2924302.000000 Penalty: 3358.635498
	Iteration 82F: 3 clusters Score -2924302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -341628.625000 Penalty: 1341.993652
	Iteration 0F: 2 clusters Score -341628.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -338411.375000 Penalty: 2683.987305
	Iteration 0F: 3 clusters Score -338411.4 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -339309.000000 Penalty: 2683.987305
	Iteration 1F: 3 clusters Score -339309 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -339687.437500 Penalty: 2683.987305
	Iteration 2F: 3 clusters Score -339687.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -340084.687500 Penalty: 2683.987305
	Iteration 3F: 3 clusters Score -340084.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -340405.937500 Penalty: 2683.987305
	Iteration 4F: 3 clusters Score -340405.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -340653.593750 Penalty: 2683.987305
	Iteration 5F: 3 clusters Score -340653.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -340854.187500 Penalty: 2683.987305
	Iteration 6F: 3 clusters Score -340854.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -340973.531250 Penalty: 2683.987305
	Iteration 7Q: 3 clusters Score -340973.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -341034.156250 Penalty: 2683.987305
	Iteration 8Q: 3 clusters Score -341034.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -341079.718750 Penalty: 2683.987305
	Iteration 9Q: 3 clusters Score -341079.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -341114.312500 Penalty: 2683.987305
	Iteration 10Q: 3 clusters Score -341114.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -341135.593750 Penalty: 2683.987305
	Iteration 11Q: 3 clusters Score -341135.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -341147.875000 Penalty: 2683.987305
	Iteration 12Q: 3 clusters Score -341147.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -341163.937500 Penalty: 2683.987305
	Iteration 13Q: 3 clusters Score -341163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -341170.281250 Penalty: 2683.987305
	Iteration 14Q: 3 clusters Score -341170.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -341177.000000 Penalty: 2683.987305
	Iteration 15Q: 3 clusters Score -341177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -341180.812500 Penalty: 2683.987305
	Iteration 16Q: 3 clusters Score -341180.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -341187.281250 Penalty: 2683.987305
	Iteration 17Q: 3 clusters Score -341187.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -341194.562500 Penalty: 2683.987305
	Iteration 18Q: 3 clusters Score -341194.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -341198.906250 Penalty: 2683.987305
	Iteration 19Q: 3 clusters Score -341198.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -341202.750000 Penalty: 2683.987305
	Iteration 20F: 3 clusters Score -341202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -341203.125000 Penalty: 2683.987305
	Iteration 21Q: 3 clusters Score -341203.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -341203.125000 Penalty: 2683.987305
	Iteration 22F: 3 clusters Score -341203.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -17862.662109 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -17862.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17003.759766 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -17003.76 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17255.937500 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -17255.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17366.679688 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -17366.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17413.832031 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -17413.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17443.542969 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -17443.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17456.697266 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -17456.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17469.349609 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -17469.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17472.433594 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -17472.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17476.923828 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -17476.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17487.763672 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -17487.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17493.705078 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -17493.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17499.333984 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -17499.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17502.794922 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -17502.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17502.794922 Penalty: 1924.512939
	Iteration 13F: 3 clusters Score -17502.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -54998.496094 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -54998.5 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 320 members 
Entering Unmasked Estep 
Score: -53809.160156 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -53809.16 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54037.324219 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -54037.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54113.757812 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -54113.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54159.507812 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -54159.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54180.605469 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -54180.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54202.363281 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -54202.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54218.144531 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -54218.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54228.437500 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -54228.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54233.332031 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -54233.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54233.332031 Penalty: 2107.506592
	Iteration 9F: 3 clusters Score -54233.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176968 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 179723 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 138778 members 
Mstep: Class 14 contains 121203 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 30769 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450756.000000 Penalty: 41666.851562
Iteration 199Q: 20 clusters Score -6.645076e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176975 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 179724 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 138759 members 
Mstep: Class 14 contains 121200 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 30769 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450764.000000 Penalty: 41666.851562
Iteration 200F: 20 clusters Score -6.645076e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176980 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9964 members 
Mstep: Class 11 contains 179721 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 138743 members 
Mstep: Class 14 contains 121199 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 30770 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450828.000000 Penalty: 41666.851562
Iteration 201Q: 20 clusters Score -6.645083e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176990 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 179720 members 
Mstep: Class 12 contains 29510 members 
Mstep: Class 13 contains 138728 members 
Mstep: Class 14 contains 121194 members 
Mstep: Class 15 contains 11949 members 
Mstep: Class 16 contains 30769 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450796.000000 Penalty: 41666.851562
Iteration 202Q: 20 clusters Score -6.64508e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 176999 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5515 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 9991 members 
Mstep: Class 11 contains 179720 members 
Mstep: Class 12 contains 29512 members 
Mstep: Class 13 contains 138718 members 
Mstep: Class 14 contains 121187 members 
Mstep: Class 15 contains 11948 members 
Mstep: Class 16 contains 30768 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450788.000000 Penalty: 41666.851562
Iteration 203Q: 20 clusters Score -6.645079e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177007 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5510 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10006 members 
Mstep: Class 11 contains 179722 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 138710 members 
Mstep: Class 14 contains 121179 members 
Mstep: Class 15 contains 11947 members 
Mstep: Class 16 contains 30768 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450780.000000 Penalty: 41666.851562
Iteration 204Q: 20 clusters Score -6.645078e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177013 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5507 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10022 members 
Mstep: Class 11 contains 179724 members 
Mstep: Class 12 contains 29506 members 
Mstep: Class 13 contains 138699 members 
Mstep: Class 14 contains 121171 members 
Mstep: Class 15 contains 11946 members 
Mstep: Class 16 contains 30770 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450824.000000 Penalty: 41666.851562
Iteration 205Q: 20 clusters Score -6.645082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177010 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10035 members 
Mstep: Class 11 contains 179720 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 138697 members 
Mstep: Class 14 contains 121166 members 
Mstep: Class 15 contains 11947 members 
Mstep: Class 16 contains 30770 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450804.000000 Penalty: 41666.851562
Iteration 206Q: 20 clusters Score -6.64508e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177014 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10051 members 
Mstep: Class 11 contains 179719 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 138686 members 
Mstep: Class 14 contains 121163 members 
Mstep: Class 15 contains 11946 members 
Mstep: Class 16 contains 30771 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450804.000000 Penalty: 41666.851562
Iteration 207Q: 20 clusters Score -6.64508e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177016 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10061 members 
Mstep: Class 11 contains 179723 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 138675 members 
Mstep: Class 14 contains 121158 members 
Mstep: Class 15 contains 11946 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450740.000000 Penalty: 41666.851562
Iteration 208Q: 20 clusters Score -6.645074e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177028 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10071 members 
Mstep: Class 11 contains 179721 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 138663 members 
Mstep: Class 14 contains 121156 members 
Mstep: Class 15 contains 11944 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450760.000000 Penalty: 41666.851562
Iteration 209Q: 20 clusters Score -6.645076e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177032 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10082 members 
Mstep: Class 11 contains 179726 members 
Mstep: Class 12 contains 29503 members 
Mstep: Class 13 contains 138652 members 
Mstep: Class 14 contains 121153 members 
Mstep: Class 15 contains 11944 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450780.000000 Penalty: 41666.851562
Iteration 210Q: 20 clusters Score -6.645078e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177038 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 179730 members 
Mstep: Class 12 contains 29506 members 
Mstep: Class 13 contains 138638 members 
Mstep: Class 14 contains 121149 members 
Mstep: Class 15 contains 11944 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450872.000000 Penalty: 41666.851562
Iteration 211Q: 20 clusters Score -6.645087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177048 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 179726 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 138624 members 
Mstep: Class 14 contains 121146 members 
Mstep: Class 15 contains 11944 members 
Mstep: Class 16 contains 30777 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450840.000000 Penalty: 41666.851562
Iteration 212Q: 20 clusters Score -6.645084e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177049 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10100 members 
Mstep: Class 11 contains 179731 members 
Mstep: Class 12 contains 29503 members 
Mstep: Class 13 contains 138611 members 
Mstep: Class 14 contains 121144 members 
Mstep: Class 15 contains 11943 members 
Mstep: Class 16 contains 30779 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450828.000000 Penalty: 41666.851562
Iteration 213Q: 20 clusters Score -6.645083e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177047 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10113 members 
Mstep: Class 11 contains 179737 members 
Mstep: Class 12 contains 29503 members 
Mstep: Class 13 contains 138600 members 
Mstep: Class 14 contains 121141 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 30781 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450856.000000 Penalty: 41666.851562
Iteration 214Q: 20 clusters Score -6.645086e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177052 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10125 members 
Mstep: Class 11 contains 179736 members 
Mstep: Class 12 contains 29498 members 
Mstep: Class 13 contains 138592 members 
Mstep: Class 14 contains 121140 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 30781 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450836.000000 Penalty: 41666.851562
Iteration 215Q: 20 clusters Score -6.645084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177060 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10134 members 
Mstep: Class 11 contains 179736 members 
Mstep: Class 12 contains 29491 members 
Mstep: Class 13 contains 138581 members 
Mstep: Class 14 contains 121139 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 30783 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450908.000000 Penalty: 41666.851562
Iteration 216Q: 20 clusters Score -6.645091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177064 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10144 members 
Mstep: Class 11 contains 179738 members 
Mstep: Class 12 contains 29488 members 
Mstep: Class 13 contains 138569 members 
Mstep: Class 14 contains 121139 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450880.000000 Penalty: 41666.851562
Iteration 217Q: 20 clusters Score -6.645088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177069 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10153 members 
Mstep: Class 11 contains 179743 members 
Mstep: Class 12 contains 29480 members 
Mstep: Class 13 contains 138559 members 
Mstep: Class 14 contains 121137 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450900.000000 Penalty: 41666.851562
Iteration 218Q: 20 clusters Score -6.64509e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177073 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 179744 members 
Mstep: Class 12 contains 29473 members 
Mstep: Class 13 contains 138553 members 
Mstep: Class 14 contains 121135 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450848.000000 Penalty: 41666.851562
Iteration 219Q: 20 clusters Score -6.645085e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177076 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 179746 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138541 members 
Mstep: Class 14 contains 121137 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450816.000000 Penalty: 41666.851562
Iteration 220F: 20 clusters Score -6.645082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177077 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 179747 members 
Mstep: Class 12 contains 29461 members 
Mstep: Class 13 contains 138536 members 
Mstep: Class 14 contains 121135 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450812.000000 Penalty: 41666.851562
Iteration 221Q: 20 clusters Score -6.645081e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177067 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10190 members 
Mstep: Class 11 contains 179750 members 
Mstep: Class 12 contains 29463 members 
Mstep: Class 13 contains 138535 members 
Mstep: Class 14 contains 121136 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30783 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450784.000000 Penalty: 41666.851562
Iteration 222Q: 20 clusters Score -6.645078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177070 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10193 members 
Mstep: Class 11 contains 179751 members 
Mstep: Class 12 contains 29465 members 
Mstep: Class 13 contains 138527 members 
Mstep: Class 14 contains 121134 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30783 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450820.000000 Penalty: 41666.851562
Iteration 223Q: 20 clusters Score -6.645082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177068 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10195 members 
Mstep: Class 11 contains 179753 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138524 members 
Mstep: Class 14 contains 121132 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30783 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450804.000000 Penalty: 41666.851562
Iteration 224Q: 20 clusters Score -6.64508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177070 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10196 members 
Mstep: Class 11 contains 179755 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 138518 members 
Mstep: Class 14 contains 121134 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30783 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450800.000000 Penalty: 41666.851562
Iteration 225Q: 20 clusters Score -6.64508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177076 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10202 members 
Mstep: Class 11 contains 179756 members 
Mstep: Class 12 contains 29465 members 
Mstep: Class 13 contains 138512 members 
Mstep: Class 14 contains 121132 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30783 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450852.000000 Penalty: 41666.851562
Iteration 226Q: 20 clusters Score -6.645085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177073 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10202 members 
Mstep: Class 11 contains 179758 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 138511 members 
Mstep: Class 14 contains 121131 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30783 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450864.000000 Penalty: 41666.851562
Iteration 227Q: 20 clusters Score -6.645086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177073 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10203 members 
Mstep: Class 11 contains 179761 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 138508 members 
Mstep: Class 14 contains 121129 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450868.000000 Penalty: 41666.851562
Iteration 228Q: 20 clusters Score -6.645087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177076 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179763 members 
Mstep: Class 12 contains 29467 members 
Mstep: Class 13 contains 138505 members 
Mstep: Class 14 contains 121127 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450872.000000 Penalty: 41666.851562
Iteration 229Q: 20 clusters Score -6.645087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177076 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179765 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 138502 members 
Mstep: Class 14 contains 121126 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30785 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450860.000000 Penalty: 41666.851562
Iteration 230Q: 20 clusters Score -6.645086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177076 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179770 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138497 members 
Mstep: Class 14 contains 121126 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30784 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450844.000000 Penalty: 41666.851562
Iteration 231Q: 20 clusters Score -6.645084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177077 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179771 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138497 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30783 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450848.000000 Penalty: 41666.851562
Iteration 232Q: 20 clusters Score -6.645085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177080 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179772 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138497 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30779 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450852.000000 Penalty: 41666.851562
Iteration 233Q: 20 clusters Score -6.645085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177083 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179772 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138497 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30776 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450868.000000 Penalty: 41666.851562
Iteration 234Q: 20 clusters Score -6.645087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177086 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179771 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138497 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30774 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450872.000000 Penalty: 41666.851562
Iteration 235Q: 20 clusters Score -6.645087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177085 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179773 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138497 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30773 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450892.000000 Penalty: 41666.851562
Iteration 236Q: 20 clusters Score -6.645089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177087 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179772 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138497 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450872.000000 Penalty: 41666.851562
Iteration 237Q: 20 clusters Score -6.645087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177088 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179772 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138496 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450860.000000 Penalty: 41666.851562
Iteration 238Q: 20 clusters Score -6.645086e+07 nChanged 1
Entering ConstructFrom: 
Score: -66450860.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (9906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Entering Unmasked Estep 
Score: -924998.062500 Penalty: 1495.145630
	Iteration 0F: 2 clusters Score -924998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -917885.250000 Penalty: 2990.291260
	Iteration 0F: 3 clusters Score -917885.2 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -920064.437500 Penalty: 2990.291260
	Iteration 1F: 3 clusters Score -920064.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -920268.312500 Penalty: 2990.291260
	Iteration 2F: 3 clusters Score -920268.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -920420.375000 Penalty: 2990.291260
	Iteration 3Q: 3 clusters Score -920420.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -920554.562500 Penalty: 2990.291260
	Iteration 4Q: 3 clusters Score -920554.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -920714.562500 Penalty: 2990.291260
	Iteration 5Q: 3 clusters Score -920714.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -920913.375000 Penalty: 2990.291260
	Iteration 6Q: 3 clusters Score -920913.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -921158.125000 Penalty: 2990.291260
	Iteration 7Q: 3 clusters Score -921158.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -921458.437500 Penalty: 2990.291260
	Iteration 8Q: 3 clusters Score -921458.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -921819.500000 Penalty: 2990.291260
	Iteration 9F: 3 clusters Score -921819.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -922180.625000 Penalty: 2990.291260
	Iteration 10Q: 3 clusters Score -922180.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -922573.000000 Penalty: 2990.291260
	Iteration 11Q: 3 clusters Score -922573 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -922917.875000 Penalty: 2990.291260
	Iteration 12Q: 3 clusters Score -922917.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -923257.625000 Penalty: 2990.291260
	Iteration 13Q: 3 clusters Score -923257.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -923625.312500 Penalty: 2990.291260
	Iteration 14Q: 3 clusters Score -923625.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -923899.687500 Penalty: 2990.291260
	Iteration 15Q: 3 clusters Score -923899.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -924040.937500 Penalty: 2990.291260
	Iteration 16Q: 3 clusters Score -924040.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -924107.375000 Penalty: 2990.291260
	Iteration 17Q: 3 clusters Score -924107.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -924138.562500 Penalty: 2990.291260
	Iteration 18Q: 3 clusters Score -924138.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -924153.187500 Penalty: 2990.291260
	Iteration 19Q: 3 clusters Score -924153.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -924164.375000 Penalty: 2990.291260
	Iteration 20F: 3 clusters Score -924164.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -924172.812500 Penalty: 2990.291260
	Iteration 21Q: 3 clusters Score -924172.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -924178.250000 Penalty: 2990.291260
	Iteration 22Q: 3 clusters Score -924178.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -924182.312500 Penalty: 2990.291260
	Iteration 23Q: 3 clusters Score -924182.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -924182.937500 Penalty: 2990.291260
	Iteration 24Q: 3 clusters Score -924182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -924185.687500 Penalty: 2990.291260
	Iteration 25Q: 3 clusters Score -924185.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -924188.750000 Penalty: 2990.291260
	Iteration 26Q: 3 clusters Score -924188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -924188.437500 Penalty: 2990.291260
	Iteration 27Q: 3 clusters Score -924188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -924188.750000 Penalty: 2990.291260
	Iteration 28Q: 3 clusters Score -924188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -924188.750000 Penalty: 2990.291260
	Iteration 29F: 3 clusters Score -924188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177088 members 
Entering Unmasked Estep 
Score: -16573431.000000 Penalty: 1963.715332
	Iteration 0F: 2 clusters Score -1.657343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -16455537.000000 Penalty: 3927.430664
	Iteration 0F: 3 clusters Score -1.645554e+07 nChanged 85653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -16505892.000000 Penalty: 3927.430664
	Iteration 1F: 3 clusters Score -1.650589e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -16506855.000000 Penalty: 3927.430664
	Iteration 2Q: 3 clusters Score -1.650686e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -16508162.000000 Penalty: 3927.430664
	Iteration 3Q: 3 clusters Score -1.650816e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -16510477.000000 Penalty: 3927.430664
	Iteration 4Q: 3 clusters Score -1.651048e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110873 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -16514572.000000 Penalty: 3927.430664
	Iteration 5F: 3 clusters Score -1.651457e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121943 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -16521818.000000 Penalty: 3927.430664
	Iteration 6F: 3 clusters Score -1.652182e+07 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135538 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -16532736.000000 Penalty: 3927.430664
	Iteration 7F: 3 clusters Score -1.653274e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149025 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -16545065.000000 Penalty: 3927.430664
	Iteration 8F: 3 clusters Score -1.654506e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -16556672.000000 Penalty: 3927.430664
	Iteration 9F: 3 clusters Score -1.655667e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -16563747.000000 Penalty: 3927.430664
	Iteration 10Q: 3 clusters Score -1.656375e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -16567834.000000 Penalty: 3927.430664
	Iteration 11Q: 3 clusters Score -1.656783e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -16569710.000000 Penalty: 3927.430664
	Iteration 12Q: 3 clusters Score -1.656971e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175217 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -16570761.000000 Penalty: 3927.430664
	Iteration 13Q: 3 clusters Score -1.657076e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176079 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16571258.000000 Penalty: 3927.430664
	Iteration 14Q: 3 clusters Score -1.657126e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16571451.000000 Penalty: 3927.430664
	Iteration 15Q: 3 clusters Score -1.657145e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176672 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16571588.000000 Penalty: 3927.430664
	Iteration 16Q: 3 clusters Score -1.657159e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176765 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16571648.000000 Penalty: 3927.430664
	Iteration 17Q: 3 clusters Score -1.657165e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176808 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16571688.000000 Penalty: 3927.430664
	Iteration 18Q: 3 clusters Score -1.657169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176827 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16571720.000000 Penalty: 3927.430664
	Iteration 19Q: 3 clusters Score -1.657172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16571728.000000 Penalty: 3927.430664
	Iteration 20F: 3 clusters Score -1.657173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176842 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16571733.000000 Penalty: 3927.430664
	Iteration 21Q: 3 clusters Score -1.657173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176846 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16571726.000000 Penalty: 3927.430664
	Iteration 22Q: 3 clusters Score -1.657173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176852 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16571727.000000 Penalty: 3927.430664
	Iteration 23Q: 3 clusters Score -1.657173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176854 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16571732.000000 Penalty: 3927.430664
	Iteration 24Q: 3 clusters Score -1.657173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176858 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16571731.000000 Penalty: 3927.430664
	Iteration 25Q: 3 clusters Score -1.657173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16571732.000000 Penalty: 3927.430664
	Iteration 26Q: 3 clusters Score -1.657173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16571732.000000 Penalty: 3927.430664
	Iteration 27F: 3 clusters Score -1.657173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -98829.601562 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -98829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -97276.179688 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -97276.18 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -97724.390625 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -97724.39 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -97964.562500 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -97964.56 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -98218.617188 Penalty: 2305.086426
	Iteration 3F: 3 clusters Score -98218.62 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -98380.078125 Penalty: 2305.086426
	Iteration 4F: 3 clusters Score -98380.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -98488.906250 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -98488.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -98570.820312 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -98570.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -98643.960938 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -98643.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -98677.132812 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -98677.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -98688.226562 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -98688.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -98695.203125 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -98695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -98696.804688 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -98696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -98696.804688 Penalty: 2305.086426
	Iteration 12F: 3 clusters Score -98696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -54733.207031 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -54733.21 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 338 members 
Entering Unmasked Estep 
Score: -53585.628906 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -53585.63 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -53835.542969 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -53835.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53959.488281 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -53959.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54052.261719 Penalty: 2119.201904
	Iteration 3F: 3 clusters Score -54052.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -54175.136719 Penalty: 2119.201904
	Iteration 4F: 3 clusters Score -54175.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -54297.343750 Penalty: 2119.201904
	Iteration 5F: 3 clusters Score -54297.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -54409.542969 Penalty: 2119.201904
	Iteration 6F: 3 clusters Score -54409.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -54500.792969 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -54500.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -54542.816406 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -54542.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54569.015625 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -54569.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54589.832031 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -54589.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54613.359375 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -54613.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54632.664062 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -54632.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54654.933594 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -54654.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54660.488281 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -54660.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54660.488281 Penalty: 2119.201904
	Iteration 15F: 3 clusters Score -54660.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -46732.230469 Penalty: 1071.369751
	Iteration 0F: 2 clusters Score -46732.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -45646.972656 Penalty: 2142.739502
	Iteration 0F: 3 clusters Score -45646.97 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46209.675781 Penalty: 2142.739502
	Iteration 1F: 3 clusters Score -46209.68 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46607.269531 Penalty: 2142.739502
	Iteration 2F: 3 clusters Score -46607.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46832.703125 Penalty: 2142.739502
	Iteration 3F: 3 clusters Score -46832.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46955.816406 Penalty: 2142.739502
	Iteration 4Q: 3 clusters Score -46955.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46996.921875 Penalty: 2142.739502
	Iteration 5Q: 3 clusters Score -46996.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47009.371094 Penalty: 2142.739502
	Iteration 6Q: 3 clusters Score -47009.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47010.429688 Penalty: 2142.739502
	Iteration 7Q: 3 clusters Score -47010.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47011.593750 Penalty: 2142.739502
	Iteration 8Q: 3 clusters Score -47011.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47013.105469 Penalty: 2142.739502
	Iteration 9Q: 3 clusters Score -47013.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47016.183594 Penalty: 2142.739502
	Iteration 10F: 3 clusters Score -47016.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47026.203125 Penalty: 2142.739502
	Iteration 11Q: 3 clusters Score -47026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47043.839844 Penalty: 2142.739502
	Iteration 12Q: 3 clusters Score -47043.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47059.871094 Penalty: 2142.739502
	Iteration 13Q: 3 clusters Score -47059.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47063.753906 Penalty: 2142.739502
	Iteration 14Q: 3 clusters Score -47063.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47066.457031 Penalty: 2142.739502
	Iteration 15Q: 3 clusters Score -47066.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47067.476562 Penalty: 2142.739502
	Iteration 16Q: 3 clusters Score -47067.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47067.476562 Penalty: 2142.739502
	Iteration 17F: 3 clusters Score -47067.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177088 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179773 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138495 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 242 members 
Entering Unmasked Estep 
Score: -66450036.000000 Penalty: 43859.843750
Splitting cluster 5 changes total score from -66450860.000000 to -66450036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -326413.031250 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -326413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -323439.812500 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -323439.8 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -324123.812500 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -324123.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -324242.218750 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -324242.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -324322.593750 Penalty: 2651.517578
	Iteration 3Q: 3 clusters Score -324322.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -324408.937500 Penalty: 2651.517578
	Iteration 4Q: 3 clusters Score -324408.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -324486.812500 Penalty: 2651.517578
	Iteration 5Q: 3 clusters Score -324486.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -324566.281250 Penalty: 2651.517578
	Iteration 6Q: 3 clusters Score -324566.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -324649.593750 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -324649.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -324732.218750 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -324732.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -324799.437500 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -324799.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -324865.062500 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -324865.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -324929.218750 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -324929.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324981.562500 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -324981.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -325021.250000 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -325021.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325050.875000 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -325050.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -325071.687500 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -325071.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -325097.437500 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -325097.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -325118.343750 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -325118.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -325133.531250 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -325133.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -325144.250000 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -325144.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -325153.625000 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -325153.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -325160.812500 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -325160.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -325169.125000 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -325169.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -325174.343750 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -325174.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -325179.000000 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -325179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -325184.843750 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -325184.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -325187.125000 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -325187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -325190.937500 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -325190.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -325196.156250 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -325196.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -325203.593750 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -325203.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -325211.625000 Penalty: 2651.517578
	Iteration 30Q: 3 clusters Score -325211.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -325219.093750 Penalty: 2651.517578
	Iteration 31Q: 3 clusters Score -325219.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -325226.281250 Penalty: 2651.517578
	Iteration 32Q: 3 clusters Score -325226.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -325232.187500 Penalty: 2651.517578
	Iteration 33Q: 3 clusters Score -325232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -325236.593750 Penalty: 2651.517578
	Iteration 34Q: 3 clusters Score -325236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -325240.250000 Penalty: 2651.517578
	Iteration 35Q: 3 clusters Score -325240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -325244.250000 Penalty: 2651.517578
	Iteration 36Q: 3 clusters Score -325244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -325248.531250 Penalty: 2651.517578
	Iteration 37Q: 3 clusters Score -325248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -325251.281250 Penalty: 2651.517578
	Iteration 38Q: 3 clusters Score -325251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -325254.562500 Penalty: 2651.517578
	Iteration 39Q: 3 clusters Score -325254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -325257.343750 Penalty: 2651.517578
	Iteration 40F: 3 clusters Score -325257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -325260.093750 Penalty: 2651.517578
	Iteration 41Q: 3 clusters Score -325260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -325262.156250 Penalty: 2651.517578
	Iteration 42Q: 3 clusters Score -325262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -325266.687500 Penalty: 2651.517578
	Iteration 43Q: 3 clusters Score -325266.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -325269.968750 Penalty: 2651.517578
	Iteration 44Q: 3 clusters Score -325270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -325272.218750 Penalty: 2651.517578
	Iteration 45Q: 3 clusters Score -325272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -325274.031250 Penalty: 2651.517578
	Iteration 46Q: 3 clusters Score -325274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -325276.000000 Penalty: 2651.517578
	Iteration 47Q: 3 clusters Score -325276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -325277.281250 Penalty: 2651.517578
	Iteration 48Q: 3 clusters Score -325277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -325277.000000 Penalty: 2651.517578
	Iteration 49Q: 3 clusters Score -325277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325277.625000 Penalty: 2651.517578
	Iteration 50Q: 3 clusters Score -325277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325277.625000 Penalty: 2651.517578
	Iteration 51F: 3 clusters Score -325277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -459000.281250 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -459000.3 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 2749 members 
Entering Unmasked Estep 
Score: -454733.312500 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -454733.3 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -456043.156250 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -456043.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -456347.031250 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -456347 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -456600.468750 Penalty: 2798.412842
	Iteration 3F: 3 clusters Score -456600.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -456806.062500 Penalty: 2798.412842
	Iteration 4F: 3 clusters Score -456806.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -456972.437500 Penalty: 2798.412842
	Iteration 5Q: 3 clusters Score -456972.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -457145.656250 Penalty: 2798.412842
	Iteration 6Q: 3 clusters Score -457145.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -457291.968750 Penalty: 2798.412842
	Iteration 7Q: 3 clusters Score -457292 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -457393.062500 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -457393.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -457484.343750 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -457484.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -457578.500000 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -457578.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -457663.718750 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -457663.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -457731.375000 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -457731.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -457790.187500 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -457790.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -457832.687500 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -457832.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -457863.531250 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -457863.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -457885.875000 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -457885.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -457900.500000 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -457900.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -457908.781250 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -457908.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -457915.750000 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -457915.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -457921.562500 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -457921.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -457928.187500 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -457928.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -457931.843750 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -457931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -457934.656250 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -457934.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -457937.093750 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -457937.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -457941.218750 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -457941.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -457944.500000 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -457944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -457946.562500 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -457946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -457948.250000 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -457948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -457954.437500 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -457954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -457958.843750 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -457958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -457964.468750 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -457964.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -457967.968750 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -457968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -457974.937500 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -457974.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -457979.968750 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -457980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -457984.937500 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -457984.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -457990.312500 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -457990.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -457997.281250 Penalty: 2798.412842
	Iteration 37Q: 3 clusters Score -457997.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -458002.312500 Penalty: 2798.412842
	Iteration 38Q: 3 clusters Score -458002.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -458011.812500 Penalty: 2798.412842
	Iteration 39Q: 3 clusters Score -458011.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -458019.812500 Penalty: 2798.412842
	Iteration 40F: 3 clusters Score -458019.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -458029.000000 Penalty: 2798.412842
	Iteration 41Q: 3 clusters Score -458029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -458042.000000 Penalty: 2798.412842
	Iteration 42Q: 3 clusters Score -458042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -458058.062500 Penalty: 2798.412842
	Iteration 43Q: 3 clusters Score -458058.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -458073.187500 Penalty: 2798.412842
	Iteration 44Q: 3 clusters Score -458073.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -458085.906250 Penalty: 2798.412842
	Iteration 45Q: 3 clusters Score -458085.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -458090.187500 Penalty: 2798.412842
	Iteration 46Q: 3 clusters Score -458090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -458093.593750 Penalty: 2798.412842
	Iteration 47Q: 3 clusters Score -458093.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -458097.968750 Penalty: 2798.412842
	Iteration 48Q: 3 clusters Score -458098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -458105.125000 Penalty: 2798.412842
	Iteration 49Q: 3 clusters Score -458105.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -458109.687500 Penalty: 2798.412842
	Iteration 50Q: 3 clusters Score -458109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -458113.437500 Penalty: 2798.412842
	Iteration 51Q: 3 clusters Score -458113.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -458123.031250 Penalty: 2798.412842
	Iteration 52Q: 3 clusters Score -458123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -458133.468750 Penalty: 2798.412842
	Iteration 53Q: 3 clusters Score -458133.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -458136.406250 Penalty: 2798.412842
	Iteration 54Q: 3 clusters Score -458136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -458141.031250 Penalty: 2798.412842
	Iteration 55Q: 3 clusters Score -458141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -458146.093750 Penalty: 2798.412842
	Iteration 56Q: 3 clusters Score -458146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -458150.250000 Penalty: 2798.412842
	Iteration 57Q: 3 clusters Score -458150.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -458156.406250 Penalty: 2798.412842
	Iteration 58Q: 3 clusters Score -458156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -458165.500000 Penalty: 2798.412842
	Iteration 59Q: 3 clusters Score -458165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -458175.250000 Penalty: 2798.412842
	Iteration 60F: 3 clusters Score -458175.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -458187.031250 Penalty: 2798.412842
	Iteration 61Q: 3 clusters Score -458187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -458205.343750 Penalty: 2798.412842
	Iteration 62Q: 3 clusters Score -458205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -458212.875000 Penalty: 2798.412842
	Iteration 63Q: 3 clusters Score -458212.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -458222.781250 Penalty: 2798.412842
	Iteration 64Q: 3 clusters Score -458222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -458229.875000 Penalty: 2798.412842
	Iteration 65Q: 3 clusters Score -458229.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -458234.625000 Penalty: 2798.412842
	Iteration 66Q: 3 clusters Score -458234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -458237.812500 Penalty: 2798.412842
	Iteration 67Q: 3 clusters Score -458237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -458239.468750 Penalty: 2798.412842
	Iteration 68Q: 3 clusters Score -458239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -458243.031250 Penalty: 2798.412842
	Iteration 69Q: 3 clusters Score -458243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -458245.937500 Penalty: 2798.412842
	Iteration 70Q: 3 clusters Score -458245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -458247.281250 Penalty: 2798.412842
	Iteration 71Q: 3 clusters Score -458247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -458250.468750 Penalty: 2798.412842
	Iteration 72Q: 3 clusters Score -458250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -458252.406250 Penalty: 2798.412842
	Iteration 73Q: 3 clusters Score -458252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -458253.687500 Penalty: 2798.412842
	Iteration 74Q: 3 clusters Score -458253.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -458257.937500 Penalty: 2798.412842
	Iteration 75Q: 3 clusters Score -458257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -458263.218750 Penalty: 2798.412842
	Iteration 76Q: 3 clusters Score -458263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -458265.656250 Penalty: 2798.412842
	Iteration 77Q: 3 clusters Score -458265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -458268.187500 Penalty: 2798.412842
	Iteration 78Q: 3 clusters Score -458268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -458269.437500 Penalty: 2798.412842
	Iteration 79Q: 3 clusters Score -458269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -458271.906250 Penalty: 2798.412842
	Iteration 80F: 3 clusters Score -458271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -458273.343750 Penalty: 2798.412842
	Iteration 81Q: 3 clusters Score -458273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -458275.500000 Penalty: 2798.412842
	Iteration 82Q: 3 clusters Score -458275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -458278.406250 Penalty: 2798.412842
	Iteration 83Q: 3 clusters Score -458278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -458282.968750 Penalty: 2798.412842
	Iteration 84Q: 3 clusters Score -458283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -458284.156250 Penalty: 2798.412842
	Iteration 85Q: 3 clusters Score -458284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -458285.812500 Penalty: 2798.412842
	Iteration 86Q: 3 clusters Score -458285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -458285.812500 Penalty: 2798.412842
	Iteration 87F: 3 clusters Score -458285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -13238.182617 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -13238.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12615.906250 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -12615.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12849.200195 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -12849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12912.113281 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -12912.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12959.191406 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -12959.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12983.526367 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -12983.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12990.000000 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -12990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12991.907227 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -12991.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13004.200195 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -13004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13017.051758 Penalty: 1734.699951
	Iteration 8Q: 3 clusters Score -13017.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13026.704102 Penalty: 1734.699951
	Iteration 9Q: 3 clusters Score -13026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13073.968750 Penalty: 1734.699951
	Iteration 10Q: 3 clusters Score -13073.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13093.067383 Penalty: 1734.699951
	Iteration 11Q: 3 clusters Score -13093.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13104.930664 Penalty: 1734.699951
	Iteration 12Q: 3 clusters Score -13104.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13104.930664 Penalty: 1734.699951
	Iteration 13F: 3 clusters Score -13104.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -35115.695312 Penalty: 1015.307007
	Iteration 0F: 2 clusters Score -35115.7 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 275 members 
Entering Unmasked Estep 
Score: -34086.378906 Penalty: 2030.614014
	Iteration 0F: 3 clusters Score -34086.38 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34326.339844 Penalty: 2030.614014
	Iteration 1F: 3 clusters Score -34326.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34550.359375 Penalty: 2030.614014
	Iteration 2F: 3 clusters Score -34550.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34772.148438 Penalty: 2030.614014
	Iteration 3F: 3 clusters Score -34772.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35030.691406 Penalty: 2030.614014
	Iteration 4F: 3 clusters Score -35030.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35267.996094 Penalty: 2030.614014
	Iteration 5F: 3 clusters Score -35268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35479.949219 Penalty: 2030.614014
	Iteration 6F: 3 clusters Score -35479.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35573.902344 Penalty: 2030.614014
	Iteration 7Q: 3 clusters Score -35573.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35655.941406 Penalty: 2030.614014
	Iteration 8Q: 3 clusters Score -35655.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35668.234375 Penalty: 2030.614014
	Iteration 9Q: 3 clusters Score -35668.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35669.628906 Penalty: 2030.614014
	Iteration 10Q: 3 clusters Score -35669.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35669.628906 Penalty: 2030.614014
	Iteration 11F: 3 clusters Score -35669.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177088 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179773 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138495 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 200 members 
Entering Unmasked Estep 
Score: -66450220.000000 Penalty: 43859.843750
Splitting cluster 9 changes total score from -66450860.000000 to -66450220.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Entering Unmasked Estep 
Score: -910150.062500 Penalty: 1499.962036
	Iteration 0F: 2 clusters Score -910150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -902758.000000 Penalty: 2999.924072
	Iteration 0F: 3 clusters Score -902758 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -905186.437500 Penalty: 2999.924072
	Iteration 1F: 3 clusters Score -905186.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -905420.937500 Penalty: 2999.924072
	Iteration 2F: 3 clusters Score -905420.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -905595.375000 Penalty: 2999.924072
	Iteration 3Q: 3 clusters Score -905595.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -905728.687500 Penalty: 2999.924072
	Iteration 4Q: 3 clusters Score -905728.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -905828.687500 Penalty: 2999.924072
	Iteration 5Q: 3 clusters Score -905828.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -905906.375000 Penalty: 2999.924072
	Iteration 6Q: 3 clusters Score -905906.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -905980.375000 Penalty: 2999.924072
	Iteration 7Q: 3 clusters Score -905980.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -906061.125000 Penalty: 2999.924072
	Iteration 8Q: 3 clusters Score -906061.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -906130.750000 Penalty: 2999.924072
	Iteration 9Q: 3 clusters Score -906130.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -906204.687500 Penalty: 2999.924072
	Iteration 10Q: 3 clusters Score -906204.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -906296.625000 Penalty: 2999.924072
	Iteration 11Q: 3 clusters Score -906296.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -906401.125000 Penalty: 2999.924072
	Iteration 12Q: 3 clusters Score -906401.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -906550.562500 Penalty: 2999.924072
	Iteration 13Q: 3 clusters Score -906550.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -906750.500000 Penalty: 2999.924072
	Iteration 14Q: 3 clusters Score -906750.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -906993.375000 Penalty: 2999.924072
	Iteration 15Q: 3 clusters Score -906993.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -907271.125000 Penalty: 2999.924072
	Iteration 16Q: 3 clusters Score -907271.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -907532.437500 Penalty: 2999.924072
	Iteration 17Q: 3 clusters Score -907532.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -907747.687500 Penalty: 2999.924072
	Iteration 18Q: 3 clusters Score -907747.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -907932.812500 Penalty: 2999.924072
	Iteration 19Q: 3 clusters Score -907932.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -908081.375000 Penalty: 2999.924072
	Iteration 20F: 3 clusters Score -908081.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -908205.437500 Penalty: 2999.924072
	Iteration 21Q: 3 clusters Score -908205.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -908302.750000 Penalty: 2999.924072
	Iteration 22Q: 3 clusters Score -908302.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -908391.125000 Penalty: 2999.924072
	Iteration 23Q: 3 clusters Score -908391.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -908480.687500 Penalty: 2999.924072
	Iteration 24Q: 3 clusters Score -908480.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -908561.187500 Penalty: 2999.924072
	Iteration 25Q: 3 clusters Score -908561.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -908609.812500 Penalty: 2999.924072
	Iteration 26Q: 3 clusters Score -908609.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -908649.250000 Penalty: 2999.924072
	Iteration 27Q: 3 clusters Score -908649.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -908678.312500 Penalty: 2999.924072
	Iteration 28Q: 3 clusters Score -908678.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -908698.437500 Penalty: 2999.924072
	Iteration 29Q: 3 clusters Score -908698.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -908714.187500 Penalty: 2999.924072
	Iteration 30Q: 3 clusters Score -908714.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -908725.437500 Penalty: 2999.924072
	Iteration 31Q: 3 clusters Score -908725.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -908735.937500 Penalty: 2999.924072
	Iteration 32Q: 3 clusters Score -908735.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -908749.937500 Penalty: 2999.924072
	Iteration 33Q: 3 clusters Score -908749.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -908759.562500 Penalty: 2999.924072
	Iteration 34Q: 3 clusters Score -908759.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -908767.000000 Penalty: 2999.924072
	Iteration 35Q: 3 clusters Score -908767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -908775.125000 Penalty: 2999.924072
	Iteration 36Q: 3 clusters Score -908775.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -908781.000000 Penalty: 2999.924072
	Iteration 37Q: 3 clusters Score -908781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -908786.125000 Penalty: 2999.924072
	Iteration 38Q: 3 clusters Score -908786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -908792.250000 Penalty: 2999.924072
	Iteration 39Q: 3 clusters Score -908792.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -908799.562500 Penalty: 2999.924072
	Iteration 40F: 3 clusters Score -908799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -908807.562500 Penalty: 2999.924072
	Iteration 41Q: 3 clusters Score -908807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -908810.875000 Penalty: 2999.924072
	Iteration 42Q: 3 clusters Score -908810.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -908814.437500 Penalty: 2999.924072
	Iteration 43Q: 3 clusters Score -908814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -908817.875000 Penalty: 2999.924072
	Iteration 44Q: 3 clusters Score -908817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -908820.187500 Penalty: 2999.924072
	Iteration 45Q: 3 clusters Score -908820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -908824.437500 Penalty: 2999.924072
	Iteration 46Q: 3 clusters Score -908824.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -908833.312500 Penalty: 2999.924072
	Iteration 47Q: 3 clusters Score -908833.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -908838.937500 Penalty: 2999.924072
	Iteration 48Q: 3 clusters Score -908838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -908846.437500 Penalty: 2999.924072
	Iteration 49Q: 3 clusters Score -908846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -908848.750000 Penalty: 2999.924072
	Iteration 50Q: 3 clusters Score -908848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -908851.750000 Penalty: 2999.924072
	Iteration 51Q: 3 clusters Score -908851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -908854.750000 Penalty: 2999.924072
	Iteration 52Q: 3 clusters Score -908854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -908856.062500 Penalty: 2999.924072
	Iteration 53Q: 3 clusters Score -908856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -908856.062500 Penalty: 2999.924072
	Iteration 54F: 3 clusters Score -908856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179773 members 
Entering Unmasked Estep 
Score: -16866256.000000 Penalty: 1966.160645
	Iteration 0F: 2 clusters Score -1.686626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -16749518.000000 Penalty: 3932.321289
	Iteration 0F: 3 clusters Score -1.674952e+07 nChanged 86767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -16802058.000000 Penalty: 3932.321289
	Iteration 1F: 3 clusters Score -1.680206e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -16803758.000000 Penalty: 3932.321289
	Iteration 2Q: 3 clusters Score -1.680376e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -16806036.000000 Penalty: 3932.321289
	Iteration 3Q: 3 clusters Score -1.680604e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -16809370.000000 Penalty: 3932.321289
	Iteration 4Q: 3 clusters Score -1.680937e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -16814108.000000 Penalty: 3932.321289
	Iteration 5F: 3 clusters Score -1.681411e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 106453 members 
Entering Unmasked Estep 
Score: -16820896.000000 Penalty: 3932.321289
	Iteration 6F: 3 clusters Score -1.68209e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -16829086.000000 Penalty: 3932.321289
	Iteration 7F: 3 clusters Score -1.682909e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 112215 members 
Entering Unmasked Estep 
Score: -16836840.000000 Penalty: 3932.321289
	Iteration 8F: 3 clusters Score -1.683684e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 112721 members 
Entering Unmasked Estep 
Score: -16841130.000000 Penalty: 3932.321289
	Iteration 9F: 3 clusters Score -1.684113e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -16842284.000000 Penalty: 3932.321289
	Iteration 10Q: 3 clusters Score -1.684228e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 111596 members 
Entering Unmasked Estep 
Score: -16842646.000000 Penalty: 3932.321289
	Iteration 11Q: 3 clusters Score -1.684265e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 110542 members 
Entering Unmasked Estep 
Score: -16842808.000000 Penalty: 3932.321289
	Iteration 12Q: 3 clusters Score -1.684281e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 109271 members 
Entering Unmasked Estep 
Score: -16842974.000000 Penalty: 3932.321289
	Iteration 13Q: 3 clusters Score -1.684297e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 107705 members 
Entering Unmasked Estep 
Score: -16843258.000000 Penalty: 3932.321289
	Iteration 14Q: 3 clusters Score -1.684326e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 105944 members 
Entering Unmasked Estep 
Score: -16843412.000000 Penalty: 3932.321289
	Iteration 15Q: 3 clusters Score -1.684341e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -16843690.000000 Penalty: 3932.321289
	Iteration 16Q: 3 clusters Score -1.684369e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -16843952.000000 Penalty: 3932.321289
	Iteration 17Q: 3 clusters Score -1.684395e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -16844312.000000 Penalty: 3932.321289
	Iteration 18Q: 3 clusters Score -1.684431e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -16844672.000000 Penalty: 3932.321289
	Iteration 19Q: 3 clusters Score -1.684467e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 96372 members 
Entering Unmasked Estep 
Score: -16844968.000000 Penalty: 3932.321289
	Iteration 20F: 3 clusters Score -1.684497e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -16845252.000000 Penalty: 3932.321289
	Iteration 21Q: 3 clusters Score -1.684525e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 92844 members 
Entering Unmasked Estep 
Score: -16845494.000000 Penalty: 3932.321289
	Iteration 22Q: 3 clusters Score -1.684549e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -16845918.000000 Penalty: 3932.321289
	Iteration 23Q: 3 clusters Score -1.684592e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -16846210.000000 Penalty: 3932.321289
	Iteration 24Q: 3 clusters Score -1.684621e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -16846490.000000 Penalty: 3932.321289
	Iteration 25Q: 3 clusters Score -1.684649e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -16846722.000000 Penalty: 3932.321289
	Iteration 26Q: 3 clusters Score -1.684672e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -16846978.000000 Penalty: 3932.321289
	Iteration 27Q: 3 clusters Score -1.684698e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -16847252.000000 Penalty: 3932.321289
	Iteration 28Q: 3 clusters Score -1.684725e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 81857 members 
Entering Unmasked Estep 
Score: -16847444.000000 Penalty: 3932.321289
	Iteration 29Q: 3 clusters Score -1.684744e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -16847736.000000 Penalty: 3932.321289
	Iteration 30Q: 3 clusters Score -1.684774e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -16847964.000000 Penalty: 3932.321289
	Iteration 31Q: 3 clusters Score -1.684796e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101447 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -16848208.000000 Penalty: 3932.321289
	Iteration 32Q: 3 clusters Score -1.684821e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -16848372.000000 Penalty: 3932.321289
	Iteration 33Q: 3 clusters Score -1.684837e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103112 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -16848530.000000 Penalty: 3932.321289
	Iteration 34Q: 3 clusters Score -1.684853e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -16848624.000000 Penalty: 3932.321289
	Iteration 35Q: 3 clusters Score -1.684862e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -16848782.000000 Penalty: 3932.321289
	Iteration 36Q: 3 clusters Score -1.684878e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -16848922.000000 Penalty: 3932.321289
	Iteration 37Q: 3 clusters Score -1.684892e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -16849034.000000 Penalty: 3932.321289
	Iteration 38Q: 3 clusters Score -1.684903e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -16849104.000000 Penalty: 3932.321289
	Iteration 39Q: 3 clusters Score -1.68491e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -16849182.000000 Penalty: 3932.321289
	Iteration 40F: 3 clusters Score -1.684918e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -16849210.000000 Penalty: 3932.321289
	Iteration 41Q: 3 clusters Score -1.684921e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -16849230.000000 Penalty: 3932.321289
	Iteration 42Q: 3 clusters Score -1.684923e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -16849212.000000 Penalty: 3932.321289
	Iteration 43Q: 3 clusters Score -1.684921e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -16849318.000000 Penalty: 3932.321289
	Iteration 44Q: 3 clusters Score -1.684932e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -16849366.000000 Penalty: 3932.321289
	Iteration 45Q: 3 clusters Score -1.684937e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108938 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -16849326.000000 Penalty: 3932.321289
	Iteration 46Q: 3 clusters Score -1.684933e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -16849362.000000 Penalty: 3932.321289
	Iteration 47Q: 3 clusters Score -1.684936e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -16849386.000000 Penalty: 3932.321289
	Iteration 48Q: 3 clusters Score -1.684939e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110818 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -16849454.000000 Penalty: 3932.321289
	Iteration 49Q: 3 clusters Score -1.684945e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -16849422.000000 Penalty: 3932.321289
	Iteration 50Q: 3 clusters Score -1.684942e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112352 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -16849510.000000 Penalty: 3932.321289
	Iteration 51Q: 3 clusters Score -1.684951e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113245 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -16849590.000000 Penalty: 3932.321289
	Iteration 52Q: 3 clusters Score -1.684959e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -16849636.000000 Penalty: 3932.321289
	Iteration 53Q: 3 clusters Score -1.684964e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -16849732.000000 Penalty: 3932.321289
	Iteration 54Q: 3 clusters Score -1.684973e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116174 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -16849792.000000 Penalty: 3932.321289
	Iteration 55Q: 3 clusters Score -1.684979e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117318 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -16849864.000000 Penalty: 3932.321289
	Iteration 56Q: 3 clusters Score -1.684986e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118542 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -16850022.000000 Penalty: 3932.321289
	Iteration 57Q: 3 clusters Score -1.685002e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -16850182.000000 Penalty: 3932.321289
	Iteration 58Q: 3 clusters Score -1.685018e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120987 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -16850296.000000 Penalty: 3932.321289
	Iteration 59Q: 3 clusters Score -1.68503e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122323 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -16850524.000000 Penalty: 3932.321289
	Iteration 60F: 3 clusters Score -1.685052e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -16850568.000000 Penalty: 3932.321289
	Iteration 61Q: 3 clusters Score -1.685057e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -16850670.000000 Penalty: 3932.321289
	Iteration 62Q: 3 clusters Score -1.685067e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -16850818.000000 Penalty: 3932.321289
	Iteration 63Q: 3 clusters Score -1.685082e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128459 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -16850990.000000 Penalty: 3932.321289
	Iteration 64Q: 3 clusters Score -1.685099e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130163 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -16851206.000000 Penalty: 3932.321289
	Iteration 65Q: 3 clusters Score -1.685121e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -16851492.000000 Penalty: 3932.321289
	Iteration 66Q: 3 clusters Score -1.685149e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133997 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -16851890.000000 Penalty: 3932.321289
	Iteration 67Q: 3 clusters Score -1.685189e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -16852288.000000 Penalty: 3932.321289
	Iteration 68Q: 3 clusters Score -1.685229e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138217 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -16852602.000000 Penalty: 3932.321289
	Iteration 69Q: 3 clusters Score -1.68526e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140455 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -16853018.000000 Penalty: 3932.321289
	Iteration 70Q: 3 clusters Score -1.685302e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142848 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -16853486.000000 Penalty: 3932.321289
	Iteration 71Q: 3 clusters Score -1.685349e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145302 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -16854008.000000 Penalty: 3932.321289
	Iteration 72Q: 3 clusters Score -1.685401e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147916 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -16854776.000000 Penalty: 3932.321289
	Iteration 73Q: 3 clusters Score -1.685478e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150671 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -16855660.000000 Penalty: 3932.321289
	Iteration 74Q: 3 clusters Score -1.685566e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153310 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -16856498.000000 Penalty: 3932.321289
	Iteration 75Q: 3 clusters Score -1.68565e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155943 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -16857260.000000 Penalty: 3932.321289
	Iteration 76Q: 3 clusters Score -1.685726e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158513 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -16858156.000000 Penalty: 3932.321289
	Iteration 77Q: 3 clusters Score -1.685816e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161052 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -16859044.000000 Penalty: 3932.321289
	Iteration 78Q: 3 clusters Score -1.685904e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -16859918.000000 Penalty: 3932.321289
	Iteration 79Q: 3 clusters Score -1.685992e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165939 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -16860764.000000 Penalty: 3932.321289
	Iteration 80F: 3 clusters Score -1.686076e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168134 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -16861414.000000 Penalty: 3932.321289
	Iteration 81Q: 3 clusters Score -1.686141e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170087 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -16862122.000000 Penalty: 3932.321289
	Iteration 82Q: 3 clusters Score -1.686212e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171839 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -16862624.000000 Penalty: 3932.321289
	Iteration 83Q: 3 clusters Score -1.686262e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173265 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -16863114.000000 Penalty: 3932.321289
	Iteration 84Q: 3 clusters Score -1.686311e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -16863454.000000 Penalty: 3932.321289
	Iteration 85Q: 3 clusters Score -1.686345e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175304 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -16863658.000000 Penalty: 3932.321289
	Iteration 86Q: 3 clusters Score -1.686366e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175996 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -16863910.000000 Penalty: 3932.321289
	Iteration 87Q: 3 clusters Score -1.686391e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176526 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -16864062.000000 Penalty: 3932.321289
	Iteration 88Q: 3 clusters Score -1.686406e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176931 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -16864174.000000 Penalty: 3932.321289
	Iteration 89Q: 3 clusters Score -1.686417e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177239 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -16864242.000000 Penalty: 3932.321289
	Iteration 90Q: 3 clusters Score -1.686424e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177495 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -16864312.000000 Penalty: 3932.321289
	Iteration 91Q: 3 clusters Score -1.686431e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177703 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -16864418.000000 Penalty: 3932.321289
	Iteration 92Q: 3 clusters Score -1.686442e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -16864492.000000 Penalty: 3932.321289
	Iteration 93Q: 3 clusters Score -1.686449e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -16864506.000000 Penalty: 3932.321289
	Iteration 94Q: 3 clusters Score -1.686451e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -16864530.000000 Penalty: 3932.321289
	Iteration 95Q: 3 clusters Score -1.686453e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178215 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16864562.000000 Penalty: 3932.321289
	Iteration 96Q: 3 clusters Score -1.686456e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -16864582.000000 Penalty: 3932.321289
	Iteration 97Q: 3 clusters Score -1.686458e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178332 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -16864614.000000 Penalty: 3932.321289
	Iteration 98Q: 3 clusters Score -1.686461e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -16864632.000000 Penalty: 3932.321289
	Iteration 99Q: 3 clusters Score -1.686463e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178416 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -16864650.000000 Penalty: 3932.321289
	Iteration 100F: 3 clusters Score -1.686465e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178454 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16864648.000000 Penalty: 3932.321289
	Iteration 101Q: 3 clusters Score -1.686465e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178488 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16864666.000000 Penalty: 3932.321289
	Iteration 102Q: 3 clusters Score -1.686467e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178515 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -16864666.000000 Penalty: 3932.321289
	Iteration 103Q: 3 clusters Score -1.686467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178542 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16864658.000000 Penalty: 3932.321289
	Iteration 104Q: 3 clusters Score -1.686466e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178568 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -16864662.000000 Penalty: 3932.321289
	Iteration 105Q: 3 clusters Score -1.686466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178600 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -16864704.000000 Penalty: 3932.321289
	Iteration 106Q: 3 clusters Score -1.68647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178615 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16864710.000000 Penalty: 3932.321289
	Iteration 107Q: 3 clusters Score -1.686471e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178639 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16864722.000000 Penalty: 3932.321289
	Iteration 108Q: 3 clusters Score -1.686472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178657 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -16864726.000000 Penalty: 3932.321289
	Iteration 109Q: 3 clusters Score -1.686473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178672 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16864754.000000 Penalty: 3932.321289
	Iteration 110Q: 3 clusters Score -1.686475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16864758.000000 Penalty: 3932.321289
	Iteration 111Q: 3 clusters Score -1.686476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -16864744.000000 Penalty: 3932.321289
	Iteration 112Q: 3 clusters Score -1.686474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178717 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16864758.000000 Penalty: 3932.321289
	Iteration 113Q: 3 clusters Score -1.686476e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178729 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16864784.000000 Penalty: 3932.321289
	Iteration 114Q: 3 clusters Score -1.686478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178737 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -16864782.000000 Penalty: 3932.321289
	Iteration 115Q: 3 clusters Score -1.686478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178745 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16864808.000000 Penalty: 3932.321289
	Iteration 116Q: 3 clusters Score -1.686481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178750 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16864810.000000 Penalty: 3932.321289
	Iteration 117Q: 3 clusters Score -1.686481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178748 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16864810.000000 Penalty: 3932.321289
	Iteration 118Q: 3 clusters Score -1.686481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178745 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16864800.000000 Penalty: 3932.321289
	Iteration 119Q: 3 clusters Score -1.68648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178748 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16864812.000000 Penalty: 3932.321289
	Iteration 120F: 3 clusters Score -1.686481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178748 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16864818.000000 Penalty: 3932.321289
	Iteration 121Q: 3 clusters Score -1.686482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178749 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16864814.000000 Penalty: 3932.321289
	Iteration 122Q: 3 clusters Score -1.686481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -16864806.000000 Penalty: 3932.321289
	Iteration 123Q: 3 clusters Score -1.686481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178754 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16864798.000000 Penalty: 3932.321289
	Iteration 124Q: 3 clusters Score -1.68648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178755 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16864802.000000 Penalty: 3932.321289
	Iteration 125Q: 3 clusters Score -1.68648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -16864800.000000 Penalty: 3932.321289
	Iteration 126Q: 3 clusters Score -1.68648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -16864800.000000 Penalty: 3932.321289
	Iteration 127Q: 3 clusters Score -1.68648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16864810.000000 Penalty: 3932.321289
	Iteration 128Q: 3 clusters Score -1.686481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16864812.000000 Penalty: 3932.321289
	Iteration 129Q: 3 clusters Score -1.686481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178765 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16864812.000000 Penalty: 3932.321289
	Iteration 130Q: 3 clusters Score -1.686481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16864816.000000 Penalty: 3932.321289
	Iteration 131Q: 3 clusters Score -1.686482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178765 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16864814.000000 Penalty: 3932.321289
	Iteration 132Q: 3 clusters Score -1.686481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16864812.000000 Penalty: 3932.321289
	Iteration 133Q: 3 clusters Score -1.686481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178765 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16864810.000000 Penalty: 3932.321289
	Iteration 134Q: 3 clusters Score -1.686481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16864822.000000 Penalty: 3932.321289
	Iteration 135Q: 3 clusters Score -1.686482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16864812.000000 Penalty: 3932.321289
	Iteration 136Q: 3 clusters Score -1.686481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16864808.000000 Penalty: 3932.321289
	Iteration 137Q: 3 clusters Score -1.686481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16864808.000000 Penalty: 3932.321289
	Iteration 138F: 3 clusters Score -1.686481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Entering Unmasked Estep 
Score: -2687263.250000 Penalty: 1672.302734
	Iteration 0F: 2 clusters Score -2687263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2667409.500000 Penalty: 3344.605469
	Iteration 0F: 3 clusters Score -2667410 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2674764.250000 Penalty: 3344.605469
	Iteration 1F: 3 clusters Score -2674764 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2675156.250000 Penalty: 3344.605469
	Iteration 2Q: 3 clusters Score -2675156 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2675506.500000 Penalty: 3344.605469
	Iteration 3Q: 3 clusters Score -2675506 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2675826.250000 Penalty: 3344.605469
	Iteration 4Q: 3 clusters Score -2675826 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2676183.250000 Penalty: 3344.605469
	Iteration 5Q: 3 clusters Score -2676183 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2676603.000000 Penalty: 3344.605469
	Iteration 6Q: 3 clusters Score -2676603 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2677133.250000 Penalty: 3344.605469
	Iteration 7Q: 3 clusters Score -2677133 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2677933.000000 Penalty: 3344.605469
	Iteration 8Q: 3 clusters Score -2677933 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2679074.000000 Penalty: 3344.605469
	Iteration 9F: 3 clusters Score -2679074 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2680388.000000 Penalty: 3344.605469
	Iteration 10F: 3 clusters Score -2680388 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2681671.750000 Penalty: 3344.605469
	Iteration 11F: 3 clusters Score -2681672 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2682629.250000 Penalty: 3344.605469
	Iteration 12Q: 3 clusters Score -2682629 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2683271.000000 Penalty: 3344.605469
	Iteration 13Q: 3 clusters Score -2683271 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2683725.000000 Penalty: 3344.605469
	Iteration 14Q: 3 clusters Score -2683725 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2684127.000000 Penalty: 3344.605469
	Iteration 15Q: 3 clusters Score -2684127 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2684482.000000 Penalty: 3344.605469
	Iteration 16Q: 3 clusters Score -2684482 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2684739.750000 Penalty: 3344.605469
	Iteration 17Q: 3 clusters Score -2684740 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2684979.000000 Penalty: 3344.605469
	Iteration 18Q: 3 clusters Score -2684979 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2685185.750000 Penalty: 3344.605469
	Iteration 19Q: 3 clusters Score -2685186 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2685350.500000 Penalty: 3344.605469
	Iteration 20F: 3 clusters Score -2685350 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2685484.000000 Penalty: 3344.605469
	Iteration 21Q: 3 clusters Score -2685484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2685573.500000 Penalty: 3344.605469
	Iteration 22Q: 3 clusters Score -2685574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2685627.250000 Penalty: 3344.605469
	Iteration 23Q: 3 clusters Score -2685627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2685664.000000 Penalty: 3344.605469
	Iteration 24Q: 3 clusters Score -2685664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2685699.000000 Penalty: 3344.605469
	Iteration 25Q: 3 clusters Score -2685699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2685712.500000 Penalty: 3344.605469
	Iteration 26Q: 3 clusters Score -2685712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2685723.250000 Penalty: 3344.605469
	Iteration 27Q: 3 clusters Score -2685723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2685738.500000 Penalty: 3344.605469
	Iteration 28Q: 3 clusters Score -2685738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2685747.750000 Penalty: 3344.605469
	Iteration 29Q: 3 clusters Score -2685748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2685764.000000 Penalty: 3344.605469
	Iteration 30Q: 3 clusters Score -2685764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2685774.000000 Penalty: 3344.605469
	Iteration 31Q: 3 clusters Score -2685774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2685780.750000 Penalty: 3344.605469
	Iteration 32Q: 3 clusters Score -2685781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2685781.250000 Penalty: 3344.605469
	Iteration 33Q: 3 clusters Score -2685781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2685782.250000 Penalty: 3344.605469
	Iteration 34Q: 3 clusters Score -2685782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2685785.000000 Penalty: 3344.605469
	Iteration 35Q: 3 clusters Score -2685785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2685787.000000 Penalty: 3344.605469
	Iteration 36Q: 3 clusters Score -2685787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2685788.500000 Penalty: 3344.605469
	Iteration 37Q: 3 clusters Score -2685788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2685792.000000 Penalty: 3344.605469
	Iteration 38Q: 3 clusters Score -2685792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2685792.000000 Penalty: 3344.605469
	Iteration 39Q: 3 clusters Score -2685792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2685793.250000 Penalty: 3344.605469
	Iteration 40F: 3 clusters Score -2685793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (138495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138495 members 
Entering Unmasked Estep 
Score: -12979040.000000 Penalty: 1923.770874
	Iteration 0F: 2 clusters Score -1.297904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -12886663.000000 Penalty: 3847.541748
	Iteration 0F: 3 clusters Score -1.288666e+07 nChanged 66827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -12927058.000000 Penalty: 3847.541748
	Iteration 1F: 3 clusters Score -1.292706e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -12929372.000000 Penalty: 3847.541748
	Iteration 2Q: 3 clusters Score -1.292937e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -12933307.000000 Penalty: 3847.541748
	Iteration 3F: 3 clusters Score -1.293331e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -12939509.000000 Penalty: 3847.541748
	Iteration 4F: 3 clusters Score -1.293951e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -12948157.000000 Penalty: 3847.541748
	Iteration 5F: 3 clusters Score -1.294816e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -12957485.000000 Penalty: 3847.541748
	Iteration 6F: 3 clusters Score -1.295748e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -12964764.000000 Penalty: 3847.541748
	Iteration 7F: 3 clusters Score -1.296476e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120378 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -12969059.000000 Penalty: 3847.541748
	Iteration 8Q: 3 clusters Score -1.296906e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -12971249.000000 Penalty: 3847.541748
	Iteration 9Q: 3 clusters Score -1.297125e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124529 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -12972377.000000 Penalty: 3847.541748
	Iteration 10Q: 3 clusters Score -1.297238e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -12973233.000000 Penalty: 3847.541748
	Iteration 11Q: 3 clusters Score -1.297323e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -12973983.000000 Penalty: 3847.541748
	Iteration 12Q: 3 clusters Score -1.297398e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128384 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -12974557.000000 Penalty: 3847.541748
	Iteration 13Q: 3 clusters Score -1.297456e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -12974945.000000 Penalty: 3847.541748
	Iteration 14Q: 3 clusters Score -1.297494e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -12975391.000000 Penalty: 3847.541748
	Iteration 15Q: 3 clusters Score -1.297539e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130928 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -12975669.000000 Penalty: 3847.541748
	Iteration 16Q: 3 clusters Score -1.297567e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131604 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -12975995.000000 Penalty: 3847.541748
	Iteration 17Q: 3 clusters Score -1.2976e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132213 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -12976241.000000 Penalty: 3847.541748
	Iteration 18Q: 3 clusters Score -1.297624e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132734 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -12976485.000000 Penalty: 3847.541748
	Iteration 19Q: 3 clusters Score -1.297648e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133202 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -12976707.000000 Penalty: 3847.541748
	Iteration 20F: 3 clusters Score -1.297671e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -12976825.000000 Penalty: 3847.541748
	Iteration 21Q: 3 clusters Score -1.297682e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -12976961.000000 Penalty: 3847.541748
	Iteration 22Q: 3 clusters Score -1.297696e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134278 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -12977112.000000 Penalty: 3847.541748
	Iteration 23Q: 3 clusters Score -1.297711e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134569 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -12977197.000000 Penalty: 3847.541748
	Iteration 24Q: 3 clusters Score -1.29772e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134822 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -12977280.000000 Penalty: 3847.541748
	Iteration 25Q: 3 clusters Score -1.297728e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135065 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -12977380.000000 Penalty: 3847.541748
	Iteration 26Q: 3 clusters Score -1.297738e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -12977461.000000 Penalty: 3847.541748
	Iteration 27Q: 3 clusters Score -1.297746e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135471 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -12977517.000000 Penalty: 3847.541748
	Iteration 28Q: 3 clusters Score -1.297752e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135622 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -12977572.000000 Penalty: 3847.541748
	Iteration 29Q: 3 clusters Score -1.297757e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135739 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -12977617.000000 Penalty: 3847.541748
	Iteration 30Q: 3 clusters Score -1.297762e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135820 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -12977648.000000 Penalty: 3847.541748
	Iteration 31Q: 3 clusters Score -1.297765e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135895 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -12977688.000000 Penalty: 3847.541748
	Iteration 32Q: 3 clusters Score -1.297769e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135967 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12977716.000000 Penalty: 3847.541748
	Iteration 33Q: 3 clusters Score -1.297772e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136033 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -12977702.000000 Penalty: 3847.541748
	Iteration 34Q: 3 clusters Score -1.29777e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136092 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12977741.000000 Penalty: 3847.541748
	Iteration 35Q: 3 clusters Score -1.297774e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -12977754.000000 Penalty: 3847.541748
	Iteration 36Q: 3 clusters Score -1.297775e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -12977778.000000 Penalty: 3847.541748
	Iteration 37Q: 3 clusters Score -1.297778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -12977805.000000 Penalty: 3847.541748
	Iteration 38Q: 3 clusters Score -1.29778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -12977822.000000 Penalty: 3847.541748
	Iteration 39Q: 3 clusters Score -1.297782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -12977806.000000 Penalty: 3847.541748
	Iteration 40F: 3 clusters Score -1.297781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136280 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -12977824.000000 Penalty: 3847.541748
	Iteration 41Q: 3 clusters Score -1.297782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136290 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -12977826.000000 Penalty: 3847.541748
	Iteration 42Q: 3 clusters Score -1.297783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136302 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -12977817.000000 Penalty: 3847.541748
	Iteration 43Q: 3 clusters Score -1.297782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -12977816.000000 Penalty: 3847.541748
	Iteration 44Q: 3 clusters Score -1.297782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136314 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -12977819.000000 Penalty: 3847.541748
	Iteration 45Q: 3 clusters Score -1.297782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -12977815.000000 Penalty: 3847.541748
	Iteration 46Q: 3 clusters Score -1.297782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12977817.000000 Penalty: 3847.541748
	Iteration 47Q: 3 clusters Score -1.297782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -12977822.000000 Penalty: 3847.541748
	Iteration 48Q: 3 clusters Score -1.297782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136330 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12977818.000000 Penalty: 3847.541748
	Iteration 49Q: 3 clusters Score -1.297782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136337 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12977814.000000 Penalty: 3847.541748
	Iteration 50Q: 3 clusters Score -1.297781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136340 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -12977810.000000 Penalty: 3847.541748
	Iteration 51Q: 3 clusters Score -1.297781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136342 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -12977812.000000 Penalty: 3847.541748
	Iteration 52Q: 3 clusters Score -1.297781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136344 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -12977815.000000 Penalty: 3847.541748
	Iteration 53Q: 3 clusters Score -1.297782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136346 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -12977819.000000 Penalty: 3847.541748
	Iteration 54Q: 3 clusters Score -1.297782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136351 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -12977818.000000 Penalty: 3847.541748
	Iteration 55Q: 3 clusters Score -1.297782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -12977818.000000 Penalty: 3847.541748
	Iteration 56Q: 3 clusters Score -1.297782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136361 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12977815.000000 Penalty: 3847.541748
	Iteration 57Q: 3 clusters Score -1.297782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136366 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -12977824.000000 Penalty: 3847.541748
	Iteration 58Q: 3 clusters Score -1.297782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -12977825.000000 Penalty: 3847.541748
	Iteration 59Q: 3 clusters Score -1.297782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136378 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -12977833.000000 Penalty: 3847.541748
	Iteration 60F: 3 clusters Score -1.297783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136381 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -12977832.000000 Penalty: 3847.541748
	Iteration 61Q: 3 clusters Score -1.297783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136383 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12977840.000000 Penalty: 3847.541748
	Iteration 62Q: 3 clusters Score -1.297784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -12977837.000000 Penalty: 3847.541748
	Iteration 63Q: 3 clusters Score -1.297784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136386 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -12977838.000000 Penalty: 3847.541748
	Iteration 64Q: 3 clusters Score -1.297784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136386 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -12977838.000000 Penalty: 3847.541748
	Iteration 65F: 3 clusters Score -1.297784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (121125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121125 members 
Entering Unmasked Estep 
Score: -11386492.000000 Penalty: 1901.994019
	Iteration 0F: 2 clusters Score -1.138649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -11305994.000000 Penalty: 3803.988037
	Iteration 0F: 3 clusters Score -1.130599e+07 nChanged 57943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -11339977.000000 Penalty: 3803.988037
	Iteration 1F: 3 clusters Score -1.133998e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -11340850.000000 Penalty: 3803.988037
	Iteration 2Q: 3 clusters Score -1.134085e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -11341879.000000 Penalty: 3803.988037
	Iteration 3Q: 3 clusters Score -1.134188e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -11343136.000000 Penalty: 3803.988037
	Iteration 4Q: 3 clusters Score -1.134314e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -11345104.000000 Penalty: 3803.988037
	Iteration 5Q: 3 clusters Score -1.13451e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -11347995.000000 Penalty: 3803.988037
	Iteration 6Q: 3 clusters Score -1.1348e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -11352570.000000 Penalty: 3803.988037
	Iteration 7F: 3 clusters Score -1.135257e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -11358895.000000 Penalty: 3803.988037
	Iteration 8F: 3 clusters Score -1.13589e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -11365209.000000 Penalty: 3803.988037
	Iteration 9F: 3 clusters Score -1.136521e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -11369539.000000 Penalty: 3803.988037
	Iteration 10F: 3 clusters Score -1.136954e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -11371796.000000 Penalty: 3803.988037
	Iteration 11Q: 3 clusters Score -1.13718e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94169 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -11373039.000000 Penalty: 3803.988037
	Iteration 12Q: 3 clusters Score -1.137304e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -11374036.000000 Penalty: 3803.988037
	Iteration 13Q: 3 clusters Score -1.137404e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -11374992.000000 Penalty: 3803.988037
	Iteration 14Q: 3 clusters Score -1.137499e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -11375940.000000 Penalty: 3803.988037
	Iteration 15Q: 3 clusters Score -1.137594e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -11376940.000000 Penalty: 3803.988037
	Iteration 16Q: 3 clusters Score -1.137694e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -11377990.000000 Penalty: 3803.988037
	Iteration 17Q: 3 clusters Score -1.137799e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -11379048.000000 Penalty: 3803.988037
	Iteration 18Q: 3 clusters Score -1.137905e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109733 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -11379975.000000 Penalty: 3803.988037
	Iteration 19Q: 3 clusters Score -1.137998e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -11380836.000000 Penalty: 3803.988037
	Iteration 20F: 3 clusters Score -1.138084e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -11381571.000000 Penalty: 3803.988037
	Iteration 21Q: 3 clusters Score -1.138157e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114141 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -11382111.000000 Penalty: 3803.988037
	Iteration 22Q: 3 clusters Score -1.138211e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -11382708.000000 Penalty: 3803.988037
	Iteration 23Q: 3 clusters Score -1.138271e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -11383233.000000 Penalty: 3803.988037
	Iteration 24Q: 3 clusters Score -1.138323e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -11383618.000000 Penalty: 3803.988037
	Iteration 25Q: 3 clusters Score -1.138362e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -11383933.000000 Penalty: 3803.988037
	Iteration 26Q: 3 clusters Score -1.138393e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118179 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -11384201.000000 Penalty: 3803.988037
	Iteration 27Q: 3 clusters Score -1.13842e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118581 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -11384368.000000 Penalty: 3803.988037
	Iteration 28Q: 3 clusters Score -1.138437e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118895 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11384507.000000 Penalty: 3803.988037
	Iteration 29Q: 3 clusters Score -1.138451e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119132 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11384574.000000 Penalty: 3803.988037
	Iteration 30Q: 3 clusters Score -1.138457e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11384634.000000 Penalty: 3803.988037
	Iteration 31Q: 3 clusters Score -1.138463e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11384703.000000 Penalty: 3803.988037
	Iteration 32Q: 3 clusters Score -1.13847e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119593 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11384736.000000 Penalty: 3803.988037
	Iteration 33Q: 3 clusters Score -1.138474e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11384786.000000 Penalty: 3803.988037
	Iteration 34Q: 3 clusters Score -1.138479e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119809 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11384797.000000 Penalty: 3803.988037
	Iteration 35Q: 3 clusters Score -1.13848e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119899 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11384837.000000 Penalty: 3803.988037
	Iteration 36Q: 3 clusters Score -1.138484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119962 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11384865.000000 Penalty: 3803.988037
	Iteration 37Q: 3 clusters Score -1.138486e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11384865.000000 Penalty: 3803.988037
	Iteration 38Q: 3 clusters Score -1.138486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11384876.000000 Penalty: 3803.988037
	Iteration 39Q: 3 clusters Score -1.138488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120076 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11384879.000000 Penalty: 3803.988037
	Iteration 40F: 3 clusters Score -1.138488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120101 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11384905.000000 Penalty: 3803.988037
	Iteration 41Q: 3 clusters Score -1.13849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120118 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11384903.000000 Penalty: 3803.988037
	Iteration 42Q: 3 clusters Score -1.13849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11384914.000000 Penalty: 3803.988037
	Iteration 43Q: 3 clusters Score -1.138491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11384904.000000 Penalty: 3803.988037
	Iteration 44Q: 3 clusters Score -1.13849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120157 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11384914.000000 Penalty: 3803.988037
	Iteration 45Q: 3 clusters Score -1.138491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120164 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11384921.000000 Penalty: 3803.988037
	Iteration 46Q: 3 clusters Score -1.138492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11384925.000000 Penalty: 3803.988037
	Iteration 47Q: 3 clusters Score -1.138492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120183 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11384929.000000 Penalty: 3803.988037
	Iteration 48Q: 3 clusters Score -1.138493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120189 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11384936.000000 Penalty: 3803.988037
	Iteration 49Q: 3 clusters Score -1.138494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120193 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11384937.000000 Penalty: 3803.988037
	Iteration 50Q: 3 clusters Score -1.138494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120196 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11384936.000000 Penalty: 3803.988037
	Iteration 51Q: 3 clusters Score -1.138494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11384936.000000 Penalty: 3803.988037
	Iteration 52Q: 3 clusters Score -1.138494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11384936.000000 Penalty: 3803.988037
	Iteration 53F: 3 clusters Score -1.138494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Entering Unmasked Estep 
Score: -1133011.875000 Penalty: 1525.506714
	Iteration 0F: 2 clusters Score -1133012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1124481.125000 Penalty: 3051.013428
	Iteration 0F: 3 clusters Score -1124481 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1127285.250000 Penalty: 3051.013428
	Iteration 1F: 3 clusters Score -1127285 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1127537.250000 Penalty: 3051.013428
	Iteration 2F: 3 clusters Score -1127537 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1127752.500000 Penalty: 3051.013428
	Iteration 3Q: 3 clusters Score -1127752 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1127980.875000 Penalty: 3051.013428
	Iteration 4Q: 3 clusters Score -1127981 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1128234.750000 Penalty: 3051.013428
	Iteration 5Q: 3 clusters Score -1128235 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1128535.000000 Penalty: 3051.013428
	Iteration 6Q: 3 clusters Score -1128535 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1128907.625000 Penalty: 3051.013428
	Iteration 7Q: 3 clusters Score -1128908 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1129355.125000 Penalty: 3051.013428
	Iteration 8F: 3 clusters Score -1129355 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1129862.375000 Penalty: 3051.013428
	Iteration 9F: 3 clusters Score -1129862 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1130415.625000 Penalty: 3051.013428
	Iteration 10F: 3 clusters Score -1130416 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1130822.625000 Penalty: 3051.013428
	Iteration 11Q: 3 clusters Score -1130823 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1131127.875000 Penalty: 3051.013428
	Iteration 12Q: 3 clusters Score -1131128 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1131339.125000 Penalty: 3051.013428
	Iteration 13Q: 3 clusters Score -1131339 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1131465.500000 Penalty: 3051.013428
	Iteration 14Q: 3 clusters Score -1131466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1131527.000000 Penalty: 3051.013428
	Iteration 15Q: 3 clusters Score -1131527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1131562.000000 Penalty: 3051.013428
	Iteration 16Q: 3 clusters Score -1131562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1131589.375000 Penalty: 3051.013428
	Iteration 17Q: 3 clusters Score -1131589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1131617.375000 Penalty: 3051.013428
	Iteration 18Q: 3 clusters Score -1131617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1131635.375000 Penalty: 3051.013428
	Iteration 19Q: 3 clusters Score -1131635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1131648.000000 Penalty: 3051.013428
	Iteration 20F: 3 clusters Score -1131648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1131658.125000 Penalty: 3051.013428
	Iteration 21Q: 3 clusters Score -1131658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1131667.625000 Penalty: 3051.013428
	Iteration 22Q: 3 clusters Score -1131668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1131679.125000 Penalty: 3051.013428
	Iteration 23Q: 3 clusters Score -1131679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1131689.500000 Penalty: 3051.013428
	Iteration 24Q: 3 clusters Score -1131690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1131689.875000 Penalty: 3051.013428
	Iteration 25Q: 3 clusters Score -1131690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1131690.125000 Penalty: 3051.013428
	Iteration 26Q: 3 clusters Score -1131690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1131690.125000 Penalty: 3051.013428
	Iteration 27Q: 3 clusters Score -1131690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1131691.000000 Penalty: 3051.013428
	Iteration 28Q: 3 clusters Score -1131691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1131693.250000 Penalty: 3051.013428
	Iteration 29Q: 3 clusters Score -1131693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1131694.750000 Penalty: 3051.013428
	Iteration 30Q: 3 clusters Score -1131695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1131695.750000 Penalty: 3051.013428
	Iteration 31Q: 3 clusters Score -1131696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1131696.250000 Penalty: 3051.013428
	Iteration 32Q: 3 clusters Score -1131696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1131697.625000 Penalty: 3051.013428
	Iteration 33Q: 3 clusters Score -1131698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1131697.625000 Penalty: 3051.013428
	Iteration 34F: 3 clusters Score -1131698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Entering Unmasked Estep 
Score: -2925822.750000 Penalty: 1679.333496
	Iteration 0F: 2 clusters Score -2925823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2905177.750000 Penalty: 3358.666992
	Iteration 0F: 3 clusters Score -2905178 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2912885.000000 Penalty: 3358.666992
	Iteration 1F: 3 clusters Score -2912885 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2913256.250000 Penalty: 3358.666992
	Iteration 2Q: 3 clusters Score -2913256 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2913604.750000 Penalty: 3358.666992
	Iteration 3Q: 3 clusters Score -2913605 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2914037.250000 Penalty: 3358.666992
	Iteration 4Q: 3 clusters Score -2914037 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2914688.000000 Penalty: 3358.666992
	Iteration 5Q: 3 clusters Score -2914688 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2915484.750000 Penalty: 3358.666992
	Iteration 6Q: 3 clusters Score -2915485 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2916637.250000 Penalty: 3358.666992
	Iteration 7F: 3 clusters Score -2916637 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2918159.250000 Penalty: 3358.666992
	Iteration 8F: 3 clusters Score -2918159 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2919809.750000 Penalty: 3358.666992
	Iteration 9F: 3 clusters Score -2919810 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2920953.750000 Penalty: 3358.666992
	Iteration 10F: 3 clusters Score -2920954 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2921509.000000 Penalty: 3358.666992
	Iteration 11Q: 3 clusters Score -2921509 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2921744.750000 Penalty: 3358.666992
	Iteration 12Q: 3 clusters Score -2921745 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2921925.250000 Penalty: 3358.666992
	Iteration 13Q: 3 clusters Score -2921925 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2922079.000000 Penalty: 3358.666992
	Iteration 14Q: 3 clusters Score -2922079 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2922214.250000 Penalty: 3358.666992
	Iteration 15Q: 3 clusters Score -2922214 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2922342.250000 Penalty: 3358.666992
	Iteration 16Q: 3 clusters Score -2922342 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2922455.500000 Penalty: 3358.666992
	Iteration 17Q: 3 clusters Score -2922456 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2922574.750000 Penalty: 3358.666992
	Iteration 18Q: 3 clusters Score -2922575 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2922676.500000 Penalty: 3358.666992
	Iteration 19Q: 3 clusters Score -2922676 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2922784.500000 Penalty: 3358.666992
	Iteration 20F: 3 clusters Score -2922784 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2922860.750000 Penalty: 3358.666992
	Iteration 21Q: 3 clusters Score -2922861 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2922942.750000 Penalty: 3358.666992
	Iteration 22Q: 3 clusters Score -2922943 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2923025.250000 Penalty: 3358.666992
	Iteration 23Q: 3 clusters Score -2923025 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2923102.750000 Penalty: 3358.666992
	Iteration 24Q: 3 clusters Score -2923103 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -2923179.500000 Penalty: 3358.666992
	Iteration 25Q: 3 clusters Score -2923180 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2923227.750000 Penalty: 3358.666992
	Iteration 26Q: 3 clusters Score -2923228 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2923279.500000 Penalty: 3358.666992
	Iteration 27Q: 3 clusters Score -2923280 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2923339.000000 Penalty: 3358.666992
	Iteration 28Q: 3 clusters Score -2923339 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2923391.750000 Penalty: 3358.666992
	Iteration 29Q: 3 clusters Score -2923392 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -2923448.750000 Penalty: 3358.666992
	Iteration 30Q: 3 clusters Score -2923449 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2923521.250000 Penalty: 3358.666992
	Iteration 31Q: 3 clusters Score -2923521 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2923586.500000 Penalty: 3358.666992
	Iteration 32Q: 3 clusters Score -2923586 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -2923631.500000 Penalty: 3358.666992
	Iteration 33Q: 3 clusters Score -2923632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2923681.000000 Penalty: 3358.666992
	Iteration 34Q: 3 clusters Score -2923681 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2923749.000000 Penalty: 3358.666992
	Iteration 35Q: 3 clusters Score -2923749 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -2923798.000000 Penalty: 3358.666992
	Iteration 36Q: 3 clusters Score -2923798 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -2923840.500000 Penalty: 3358.666992
	Iteration 37Q: 3 clusters Score -2923840 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -2923918.000000 Penalty: 3358.666992
	Iteration 38Q: 3 clusters Score -2923918 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2923976.000000 Penalty: 3358.666992
	Iteration 39Q: 3 clusters Score -2923976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2924022.500000 Penalty: 3358.666992
	Iteration 40F: 3 clusters Score -2924022 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -2924058.250000 Penalty: 3358.666992
	Iteration 41Q: 3 clusters Score -2924058 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -2924100.000000 Penalty: 3358.666992
	Iteration 42Q: 3 clusters Score -2924100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -2924159.500000 Penalty: 3358.666992
	Iteration 43Q: 3 clusters Score -2924160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -2924208.750000 Penalty: 3358.666992
	Iteration 44Q: 3 clusters Score -2924209 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -2924260.000000 Penalty: 3358.666992
	Iteration 45Q: 3 clusters Score -2924260 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -2924303.750000 Penalty: 3358.666992
	Iteration 46Q: 3 clusters Score -2924304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -2924362.750000 Penalty: 3358.666992
	Iteration 47Q: 3 clusters Score -2924363 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -2924403.750000 Penalty: 3358.666992
	Iteration 48Q: 3 clusters Score -2924404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -2924444.250000 Penalty: 3358.666992
	Iteration 49Q: 3 clusters Score -2924444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -2924472.500000 Penalty: 3358.666992
	Iteration 50Q: 3 clusters Score -2924472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -2924479.500000 Penalty: 3358.666992
	Iteration 51Q: 3 clusters Score -2924480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -2924502.250000 Penalty: 3358.666992
	Iteration 52Q: 3 clusters Score -2924502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -2924523.250000 Penalty: 3358.666992
	Iteration 53Q: 3 clusters Score -2924523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -2924534.000000 Penalty: 3358.666992
	Iteration 54Q: 3 clusters Score -2924534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -2924554.000000 Penalty: 3358.666992
	Iteration 55Q: 3 clusters Score -2924554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -2924567.000000 Penalty: 3358.666992
	Iteration 56Q: 3 clusters Score -2924567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -2924576.750000 Penalty: 3358.666992
	Iteration 57Q: 3 clusters Score -2924577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -2924582.000000 Penalty: 3358.666992
	Iteration 58Q: 3 clusters Score -2924582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -2924586.000000 Penalty: 3358.666992
	Iteration 59Q: 3 clusters Score -2924586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -2924591.250000 Penalty: 3358.666992
	Iteration 60F: 3 clusters Score -2924591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -2924598.000000 Penalty: 3358.666992
	Iteration 61Q: 3 clusters Score -2924598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -2924596.250000 Penalty: 3358.666992
	Iteration 62Q: 3 clusters Score -2924596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -2924595.250000 Penalty: 3358.666992
	Iteration 63Q: 3 clusters Score -2924595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -2924597.250000 Penalty: 3358.666992
	Iteration 64Q: 3 clusters Score -2924597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -2924599.500000 Penalty: 3358.666992
	Iteration 65Q: 3 clusters Score -2924600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2924601.000000 Penalty: 3358.666992
	Iteration 66Q: 3 clusters Score -2924601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2924601.000000 Penalty: 3358.666992
	Iteration 67F: 3 clusters Score -2924601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -341699.437500 Penalty: 1342.035767
	Iteration 0F: 2 clusters Score -341699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -338475.687500 Penalty: 2684.071533
	Iteration 0F: 3 clusters Score -338475.7 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -339466.906250 Penalty: 2684.071533
	Iteration 1F: 3 clusters Score -339466.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -339816.656250 Penalty: 2684.071533
	Iteration 2F: 3 clusters Score -339816.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -340186.093750 Penalty: 2684.071533
	Iteration 3F: 3 clusters Score -340186.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -340526.500000 Penalty: 2684.071533
	Iteration 4F: 3 clusters Score -340526.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -340765.937500 Penalty: 2684.071533
	Iteration 5F: 3 clusters Score -340765.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -340940.406250 Penalty: 2684.071533
	Iteration 6F: 3 clusters Score -340940.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -341046.968750 Penalty: 2684.071533
	Iteration 7Q: 3 clusters Score -341047 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -341134.000000 Penalty: 2684.071533
	Iteration 8Q: 3 clusters Score -341134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -341195.500000 Penalty: 2684.071533
	Iteration 9Q: 3 clusters Score -341195.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -341222.375000 Penalty: 2684.071533
	Iteration 10Q: 3 clusters Score -341222.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -341236.250000 Penalty: 2684.071533
	Iteration 11Q: 3 clusters Score -341236.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -341248.812500 Penalty: 2684.071533
	Iteration 12Q: 3 clusters Score -341248.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -341259.843750 Penalty: 2684.071533
	Iteration 13Q: 3 clusters Score -341259.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -341267.625000 Penalty: 2684.071533
	Iteration 14Q: 3 clusters Score -341267.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -341272.125000 Penalty: 2684.071533
	Iteration 15Q: 3 clusters Score -341272.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -341277.000000 Penalty: 2684.071533
	Iteration 16Q: 3 clusters Score -341277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -341279.968750 Penalty: 2684.071533
	Iteration 17Q: 3 clusters Score -341280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -341283.031250 Penalty: 2684.071533
	Iteration 18Q: 3 clusters Score -341283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -341286.187500 Penalty: 2684.071533
	Iteration 19Q: 3 clusters Score -341286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -341287.781250 Penalty: 2684.071533
	Iteration 20F: 3 clusters Score -341287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -341289.656250 Penalty: 2684.071533
	Iteration 21Q: 3 clusters Score -341289.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -341293.218750 Penalty: 2684.071533
	Iteration 22Q: 3 clusters Score -341293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -341297.875000 Penalty: 2684.071533
	Iteration 23Q: 3 clusters Score -341297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -341298.968750 Penalty: 2684.071533
	Iteration 24Q: 3 clusters Score -341299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -341299.000000 Penalty: 2684.071533
	Iteration 25Q: 3 clusters Score -341299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -341299.000000 Penalty: 2684.071533
	Iteration 26F: 3 clusters Score -341299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -17862.662109 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -17862.66 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 177 members 
Entering Unmasked Estep 
Score: -17046.875000 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -17046.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17394.271484 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -17394.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17520.589844 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -17520.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17636.810547 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -17636.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17738.183594 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -17738.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17770.191406 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -17770.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17785.955078 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -17785.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17797.146484 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -17797.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17804.972656 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -17804.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17807.767578 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -17807.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17811.166016 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -17811.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17820.412109 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -17820.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17823.492188 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -17823.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17831.146484 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -17831.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17837.427734 Penalty: 1924.512939
	Iteration 14Q: 3 clusters Score -17837.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17837.427734 Penalty: 1924.512939
	Iteration 15F: 3 clusters Score -17837.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -54998.496094 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -54998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53801.855469 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -53801.86 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53987.207031 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -53987.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54028.675781 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -54028.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54049.617188 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -54049.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54061.996094 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -54062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54066.148438 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -54066.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54072.445312 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -54072.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54074.449219 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -54074.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54075.476562 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -54075.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54075.726562 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -54075.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54075.726562 Penalty: 2107.506592
	Iteration 10F: 3 clusters Score -54075.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177088 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179773 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138495 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450856.000000 Penalty: 41666.851562
Iteration 239Q: 20 clusters Score -6.645086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177088 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179773 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138495 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450856.000000 Penalty: 41666.851562
Iteration 240F: 20 clusters Score -6.645086e+07 nChanged 0
Entering ConstructFrom: 
Score: -66450856.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (9906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Entering Unmasked Estep 
Score: -924998.062500 Penalty: 1495.145630
	Iteration 0F: 2 clusters Score -924998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -918017.812500 Penalty: 2990.291260
	Iteration 0F: 3 clusters Score -918017.8 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -920139.375000 Penalty: 2990.291260
	Iteration 1F: 3 clusters Score -920139.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -920366.500000 Penalty: 2990.291260
	Iteration 2F: 3 clusters Score -920366.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -920562.687500 Penalty: 2990.291260
	Iteration 3Q: 3 clusters Score -920562.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -920749.750000 Penalty: 2990.291260
	Iteration 4Q: 3 clusters Score -920749.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -920931.062500 Penalty: 2990.291260
	Iteration 5Q: 3 clusters Score -920931.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -921122.000000 Penalty: 2990.291260
	Iteration 6Q: 3 clusters Score -921122 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -921351.437500 Penalty: 2990.291260
	Iteration 7Q: 3 clusters Score -921351.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -921606.437500 Penalty: 2990.291260
	Iteration 8Q: 3 clusters Score -921606.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -921896.562500 Penalty: 2990.291260
	Iteration 9Q: 3 clusters Score -921896.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -922228.187500 Penalty: 2990.291260
	Iteration 10Q: 3 clusters Score -922228.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -922483.125000 Penalty: 2990.291260
	Iteration 11Q: 3 clusters Score -922483.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -922701.750000 Penalty: 2990.291260
	Iteration 12Q: 3 clusters Score -922701.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -922881.375000 Penalty: 2990.291260
	Iteration 13Q: 3 clusters Score -922881.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -923012.562500 Penalty: 2990.291260
	Iteration 14Q: 3 clusters Score -923012.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -923112.562500 Penalty: 2990.291260
	Iteration 15Q: 3 clusters Score -923112.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -923194.500000 Penalty: 2990.291260
	Iteration 16Q: 3 clusters Score -923194.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -923269.250000 Penalty: 2990.291260
	Iteration 17Q: 3 clusters Score -923269.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -923335.000000 Penalty: 2990.291260
	Iteration 18Q: 3 clusters Score -923335 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -923387.875000 Penalty: 2990.291260
	Iteration 19Q: 3 clusters Score -923387.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -923439.375000 Penalty: 2990.291260
	Iteration 20F: 3 clusters Score -923439.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -923482.625000 Penalty: 2990.291260
	Iteration 21Q: 3 clusters Score -923482.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -923513.500000 Penalty: 2990.291260
	Iteration 22Q: 3 clusters Score -923513.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -923555.250000 Penalty: 2990.291260
	Iteration 23Q: 3 clusters Score -923555.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -923594.375000 Penalty: 2990.291260
	Iteration 24Q: 3 clusters Score -923594.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -923623.750000 Penalty: 2990.291260
	Iteration 25Q: 3 clusters Score -923623.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -923645.625000 Penalty: 2990.291260
	Iteration 26Q: 3 clusters Score -923645.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -923660.437500 Penalty: 2990.291260
	Iteration 27Q: 3 clusters Score -923660.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -923681.937500 Penalty: 2990.291260
	Iteration 28Q: 3 clusters Score -923681.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -923699.125000 Penalty: 2990.291260
	Iteration 29Q: 3 clusters Score -923699.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -923710.187500 Penalty: 2990.291260
	Iteration 30Q: 3 clusters Score -923710.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -923718.062500 Penalty: 2990.291260
	Iteration 31Q: 3 clusters Score -923718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -923722.687500 Penalty: 2990.291260
	Iteration 32Q: 3 clusters Score -923722.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -923733.125000 Penalty: 2990.291260
	Iteration 33Q: 3 clusters Score -923733.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -923743.562500 Penalty: 2990.291260
	Iteration 34Q: 3 clusters Score -923743.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -923751.000000 Penalty: 2990.291260
	Iteration 35Q: 3 clusters Score -923751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -923758.750000 Penalty: 2990.291260
	Iteration 36Q: 3 clusters Score -923758.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -923767.937500 Penalty: 2990.291260
	Iteration 37Q: 3 clusters Score -923767.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -923777.625000 Penalty: 2990.291260
	Iteration 38Q: 3 clusters Score -923777.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -923782.875000 Penalty: 2990.291260
	Iteration 39Q: 3 clusters Score -923782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -923788.812500 Penalty: 2990.291260
	Iteration 40F: 3 clusters Score -923788.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -923796.625000 Penalty: 2990.291260
	Iteration 41Q: 3 clusters Score -923796.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -923804.062500 Penalty: 2990.291260
	Iteration 42Q: 3 clusters Score -923804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -923812.312500 Penalty: 2990.291260
	Iteration 43Q: 3 clusters Score -923812.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -923816.375000 Penalty: 2990.291260
	Iteration 44Q: 3 clusters Score -923816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -923816.812500 Penalty: 2990.291260
	Iteration 45Q: 3 clusters Score -923816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -923817.812500 Penalty: 2990.291260
	Iteration 46Q: 3 clusters Score -923817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -923816.875000 Penalty: 2990.291260
	Iteration 47Q: 3 clusters Score -923816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -923819.062500 Penalty: 2990.291260
	Iteration 48Q: 3 clusters Score -923819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -923821.437500 Penalty: 2990.291260
	Iteration 49Q: 3 clusters Score -923821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -923825.312500 Penalty: 2990.291260
	Iteration 50Q: 3 clusters Score -923825.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -923831.187500 Penalty: 2990.291260
	Iteration 51Q: 3 clusters Score -923831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -923831.187500 Penalty: 2990.291260
	Iteration 52Q: 3 clusters Score -923831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -923835.812500 Penalty: 2990.291260
	Iteration 53Q: 3 clusters Score -923835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -923835.250000 Penalty: 2990.291260
	Iteration 54Q: 3 clusters Score -923835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -923836.312500 Penalty: 2990.291260
	Iteration 55Q: 3 clusters Score -923836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -923836.562500 Penalty: 2990.291260
	Iteration 56Q: 3 clusters Score -923836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -923837.437500 Penalty: 2990.291260
	Iteration 57Q: 3 clusters Score -923837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -923838.312500 Penalty: 2990.291260
	Iteration 58Q: 3 clusters Score -923838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -923838.187500 Penalty: 2990.291260
	Iteration 59Q: 3 clusters Score -923838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -923841.562500 Penalty: 2990.291260
	Iteration 60F: 3 clusters Score -923841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -923842.437500 Penalty: 2990.291260
	Iteration 61Q: 3 clusters Score -923842.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -923845.125000 Penalty: 2990.291260
	Iteration 62Q: 3 clusters Score -923845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -923845.937500 Penalty: 2990.291260
	Iteration 63Q: 3 clusters Score -923845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -923847.750000 Penalty: 2990.291260
	Iteration 64Q: 3 clusters Score -923847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -923850.687500 Penalty: 2990.291260
	Iteration 65Q: 3 clusters Score -923850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -923850.125000 Penalty: 2990.291260
	Iteration 66Q: 3 clusters Score -923850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -923850.500000 Penalty: 2990.291260
	Iteration 67Q: 3 clusters Score -923850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -923852.687500 Penalty: 2990.291260
	Iteration 68Q: 3 clusters Score -923852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -923852.687500 Penalty: 2990.291260
	Iteration 69F: 3 clusters Score -923852.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177088 members 
Entering Unmasked Estep 
Score: -16573431.000000 Penalty: 1963.715332
	Iteration 0F: 2 clusters Score -1.657343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -16455676.000000 Penalty: 3927.430664
	Iteration 0F: 3 clusters Score -1.645568e+07 nChanged 85617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -16506335.000000 Penalty: 3927.430664
	Iteration 1F: 3 clusters Score -1.650634e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -16507486.000000 Penalty: 3927.430664
	Iteration 2Q: 3 clusters Score -1.650749e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -16509200.000000 Penalty: 3927.430664
	Iteration 3Q: 3 clusters Score -1.65092e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -16511783.000000 Penalty: 3927.430664
	Iteration 4Q: 3 clusters Score -1.651178e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -16516099.000000 Penalty: 3927.430664
	Iteration 5F: 3 clusters Score -1.65161e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -16522827.000000 Penalty: 3927.430664
	Iteration 6F: 3 clusters Score -1.652283e+07 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -16532076.000000 Penalty: 3927.430664
	Iteration 7F: 3 clusters Score -1.653208e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -16541925.000000 Penalty: 3927.430664
	Iteration 8F: 3 clusters Score -1.654192e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -16547523.000000 Penalty: 3927.430664
	Iteration 9F: 3 clusters Score -1.654752e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -16549502.000000 Penalty: 3927.430664
	Iteration 10Q: 3 clusters Score -1.65495e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 106485 members 
Entering Unmasked Estep 
Score: -16550428.000000 Penalty: 3927.430664
	Iteration 11Q: 3 clusters Score -1.655043e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 106133 members 
Entering Unmasked Estep 
Score: -16551171.000000 Penalty: 3927.430664
	Iteration 12Q: 3 clusters Score -1.655117e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -16551672.000000 Penalty: 3927.430664
	Iteration 13Q: 3 clusters Score -1.655167e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -16552140.000000 Penalty: 3927.430664
	Iteration 14Q: 3 clusters Score -1.655214e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -16552657.000000 Penalty: 3927.430664
	Iteration 15Q: 3 clusters Score -1.655266e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 104795 members 
Entering Unmasked Estep 
Score: -16552942.000000 Penalty: 3927.430664
	Iteration 16Q: 3 clusters Score -1.655294e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -16553237.000000 Penalty: 3927.430664
	Iteration 17Q: 3 clusters Score -1.655324e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -16553410.000000 Penalty: 3927.430664
	Iteration 18Q: 3 clusters Score -1.655341e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -16553634.000000 Penalty: 3927.430664
	Iteration 19Q: 3 clusters Score -1.655363e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -16553743.000000 Penalty: 3927.430664
	Iteration 20F: 3 clusters Score -1.655374e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -16553876.000000 Penalty: 3927.430664
	Iteration 21Q: 3 clusters Score -1.655388e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -16553936.000000 Penalty: 3927.430664
	Iteration 22Q: 3 clusters Score -1.655394e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -16553977.000000 Penalty: 3927.430664
	Iteration 23Q: 3 clusters Score -1.655398e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 102388 members 
Entering Unmasked Estep 
Score: -16554019.000000 Penalty: 3927.430664
	Iteration 24Q: 3 clusters Score -1.655402e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -16554056.000000 Penalty: 3927.430664
	Iteration 25Q: 3 clusters Score -1.655406e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -16554034.000000 Penalty: 3927.430664
	Iteration 26Q: 3 clusters Score -1.655403e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -16554058.000000 Penalty: 3927.430664
	Iteration 27Q: 3 clusters Score -1.655406e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -16554092.000000 Penalty: 3927.430664
	Iteration 28Q: 3 clusters Score -1.655409e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -16554117.000000 Penalty: 3927.430664
	Iteration 29Q: 3 clusters Score -1.655412e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -16554140.000000 Penalty: 3927.430664
	Iteration 30Q: 3 clusters Score -1.655414e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -16554162.000000 Penalty: 3927.430664
	Iteration 31Q: 3 clusters Score -1.655416e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 100479 members 
Entering Unmasked Estep 
Score: -16554107.000000 Penalty: 3927.430664
	Iteration 32Q: 3 clusters Score -1.655411e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 100233 members 
Entering Unmasked Estep 
Score: -16554088.000000 Penalty: 3927.430664
	Iteration 33Q: 3 clusters Score -1.655409e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -16554075.000000 Penalty: 3927.430664
	Iteration 34Q: 3 clusters Score -1.655408e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -16554114.000000 Penalty: 3927.430664
	Iteration 35Q: 3 clusters Score -1.655411e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 99608 members 
Entering Unmasked Estep 
Score: -16554123.000000 Penalty: 3927.430664
	Iteration 36Q: 3 clusters Score -1.655412e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 99402 members 
Entering Unmasked Estep 
Score: -16554127.000000 Penalty: 3927.430664
	Iteration 37Q: 3 clusters Score -1.655413e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 99199 members 
Entering Unmasked Estep 
Score: -16554134.000000 Penalty: 3927.430664
	Iteration 38Q: 3 clusters Score -1.655413e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -16554122.000000 Penalty: 3927.430664
	Iteration 39Q: 3 clusters Score -1.655412e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -16554079.000000 Penalty: 3927.430664
	Iteration 40F: 3 clusters Score -1.655408e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -16554072.000000 Penalty: 3927.430664
	Iteration 41Q: 3 clusters Score -1.655407e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -16554066.000000 Penalty: 3927.430664
	Iteration 42Q: 3 clusters Score -1.655407e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -16554073.000000 Penalty: 3927.430664
	Iteration 43Q: 3 clusters Score -1.655407e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -16554089.000000 Penalty: 3927.430664
	Iteration 44Q: 3 clusters Score -1.655409e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -16554102.000000 Penalty: 3927.430664
	Iteration 45Q: 3 clusters Score -1.65541e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
Score: -16554102.000000 Penalty: 3927.430664
	Iteration 46Q: 3 clusters Score -1.65541e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -16554082.000000 Penalty: 3927.430664
	Iteration 47Q: 3 clusters Score -1.655408e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -16554047.000000 Penalty: 3927.430664
	Iteration 48Q: 3 clusters Score -1.655405e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -16554062.000000 Penalty: 3927.430664
	Iteration 49Q: 3 clusters Score -1.655406e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -16554062.000000 Penalty: 3927.430664
	Iteration 50Q: 3 clusters Score -1.655406e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -16554054.000000 Penalty: 3927.430664
	Iteration 51Q: 3 clusters Score -1.655405e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -16554055.000000 Penalty: 3927.430664
	Iteration 52Q: 3 clusters Score -1.655406e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -16554053.000000 Penalty: 3927.430664
	Iteration 53Q: 3 clusters Score -1.655405e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -16553994.000000 Penalty: 3927.430664
	Iteration 54Q: 3 clusters Score -1.655399e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -16553970.000000 Penalty: 3927.430664
	Iteration 55Q: 3 clusters Score -1.655397e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -16553975.000000 Penalty: 3927.430664
	Iteration 56Q: 3 clusters Score -1.655398e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -16553971.000000 Penalty: 3927.430664
	Iteration 57Q: 3 clusters Score -1.655397e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -16553982.000000 Penalty: 3927.430664
	Iteration 58Q: 3 clusters Score -1.655398e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -16553985.000000 Penalty: 3927.430664
	Iteration 59Q: 3 clusters Score -1.655398e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -16553954.000000 Penalty: 3927.430664
	Iteration 60F: 3 clusters Score -1.655395e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -16553907.000000 Penalty: 3927.430664
	Iteration 61Q: 3 clusters Score -1.655391e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 94342 members 
Entering Unmasked Estep 
Score: -16553872.000000 Penalty: 3927.430664
	Iteration 62Q: 3 clusters Score -1.655387e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 94176 members 
Entering Unmasked Estep 
Score: -16553845.000000 Penalty: 3927.430664
	Iteration 63Q: 3 clusters Score -1.655384e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -16553868.000000 Penalty: 3927.430664
	Iteration 64Q: 3 clusters Score -1.655387e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -16553845.000000 Penalty: 3927.430664
	Iteration 65Q: 3 clusters Score -1.655384e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -16553832.000000 Penalty: 3927.430664
	Iteration 66Q: 3 clusters Score -1.655383e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -16553851.000000 Penalty: 3927.430664
	Iteration 67Q: 3 clusters Score -1.655385e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -16553849.000000 Penalty: 3927.430664
	Iteration 68Q: 3 clusters Score -1.655385e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -16553828.000000 Penalty: 3927.430664
	Iteration 69Q: 3 clusters Score -1.655383e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 92568 members 
Entering Unmasked Estep 
Score: -16553831.000000 Penalty: 3927.430664
	Iteration 70Q: 3 clusters Score -1.655383e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -16553808.000000 Penalty: 3927.430664
	Iteration 71Q: 3 clusters Score -1.655381e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 92041 members 
Entering Unmasked Estep 
Score: -16553805.000000 Penalty: 3927.430664
	Iteration 72Q: 3 clusters Score -1.65538e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -16553799.000000 Penalty: 3927.430664
	Iteration 73Q: 3 clusters Score -1.65538e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -16553804.000000 Penalty: 3927.430664
	Iteration 74Q: 3 clusters Score -1.65538e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -16553782.000000 Penalty: 3927.430664
	Iteration 75Q: 3 clusters Score -1.655378e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -16553779.000000 Penalty: 3927.430664
	Iteration 76Q: 3 clusters Score -1.655378e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -16553741.000000 Penalty: 3927.430664
	Iteration 77Q: 3 clusters Score -1.655374e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -16553753.000000 Penalty: 3927.430664
	Iteration 78Q: 3 clusters Score -1.655375e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -16553745.000000 Penalty: 3927.430664
	Iteration 79Q: 3 clusters Score -1.655374e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -16553756.000000 Penalty: 3927.430664
	Iteration 80F: 3 clusters Score -1.655376e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -16553738.000000 Penalty: 3927.430664
	Iteration 81Q: 3 clusters Score -1.655374e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -16553709.000000 Penalty: 3927.430664
	Iteration 82Q: 3 clusters Score -1.655371e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -16553698.000000 Penalty: 3927.430664
	Iteration 83Q: 3 clusters Score -1.65537e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -16553693.000000 Penalty: 3927.430664
	Iteration 84Q: 3 clusters Score -1.655369e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -16553669.000000 Penalty: 3927.430664
	Iteration 85Q: 3 clusters Score -1.655367e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -16553621.000000 Penalty: 3927.430664
	Iteration 86Q: 3 clusters Score -1.655362e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -16553597.000000 Penalty: 3927.430664
	Iteration 87Q: 3 clusters Score -1.65536e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -16553614.000000 Penalty: 3927.430664
	Iteration 88Q: 3 clusters Score -1.655361e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -16553595.000000 Penalty: 3927.430664
	Iteration 89Q: 3 clusters Score -1.65536e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.655363e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.655359e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.65536e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.65536e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.655357e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.655356e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.655353e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.65535e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.655345e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.655339e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -16553404.000000 Penalty: 3927.430664
	Iteration 100F: 3 clusters Score -1.65534e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.65534e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.655338e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.655333e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.655338e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.655335e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.655331e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.655332e+07 nChanged 461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.655334e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.65533e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.655321e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -16553153.000000 Penalty: 3927.430664
	Iteration 111Q: 3 clusters Score -1.655315e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.655317e+07 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103074 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.655312e+07 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.655313e+07 nChanged 442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103946 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.65531e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.655306e+07 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.655304e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.655303e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.655305e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -16553019.000000 Penalty: 3927.430664
	Iteration 120F: 3 clusters Score -1.655302e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.655298e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.655294e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.655298e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -16552916.000000 Penalty: 3927.430664
	Iteration 124Q: 3 clusters Score -1.655292e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108639 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -16552905.000000 Penalty: 3927.430664
	Iteration 125Q: 3 clusters Score -1.65529e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.655287e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.655282e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -16552812.000000 Penalty: 3927.430664
	Iteration 128Q: 3 clusters Score -1.655281e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.655276e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.655271e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112309 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.655273e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.655271e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.65527e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.655267e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -16552671.000000 Penalty: 3927.430664
	Iteration 135Q: 3 clusters Score -1.655267e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116094 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.655264e+07 nChanged 937
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117031 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.655261e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.65526e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.65526e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -16552717.000000 Penalty: 3927.430664
	Iteration 140F: 3 clusters Score -1.655272e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121900 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.655279e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.655282e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124935 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.655285e+07 nChanged 1705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.655297e+07 nChanged 1862
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128502 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -16553111.000000 Penalty: 3927.430664
	Iteration 145Q: 3 clusters Score -1.655311e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130559 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.655342e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132829 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.655363e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135198 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.655407e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -16554663.000000 Penalty: 3927.430664
	Iteration 149Q: 3 clusters Score -1.655466e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.655527e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.655626e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147656 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.655742e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.655922e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.656106e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158663 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.656289e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162085 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.656466e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.656624e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -16567726.000000 Penalty: 3927.430664
	Iteration 158Q: 3 clusters Score -1.656773e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.656888e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172045 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -16569783.000000 Penalty: 3927.430664
	Iteration 160F: 3 clusters Score -1.656978e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173374 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -16570415.000000 Penalty: 3927.430664
	Iteration 161Q: 3 clusters Score -1.657042e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174353 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -16570914.000000 Penalty: 3927.430664
	Iteration 162Q: 3 clusters Score -1.657091e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -16571262.000000 Penalty: 3927.430664
	Iteration 163Q: 3 clusters Score -1.657126e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175446 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.657142e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16571515.000000 Penalty: 3927.430664
	Iteration 165Q: 3 clusters Score -1.657152e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.657161e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176046 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16571690.000000 Penalty: 3927.430664
	Iteration 167Q: 3 clusters Score -1.657169e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176154 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16571774.000000 Penalty: 3927.430664
	Iteration 168Q: 3 clusters Score -1.657177e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16571806.000000 Penalty: 3927.430664
	Iteration 169Q: 3 clusters Score -1.657181e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176268 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16571831.000000 Penalty: 3927.430664
	Iteration 170Q: 3 clusters Score -1.657183e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176308 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16571852.000000 Penalty: 3927.430664
	Iteration 171Q: 3 clusters Score -1.657185e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176338 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16571868.000000 Penalty: 3927.430664
	Iteration 172Q: 3 clusters Score -1.657187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176360 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16571872.000000 Penalty: 3927.430664
	Iteration 173Q: 3 clusters Score -1.657187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176373 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16571890.000000 Penalty: 3927.430664
	Iteration 174Q: 3 clusters Score -1.657189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176394 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16571902.000000 Penalty: 3927.430664
	Iteration 175Q: 3 clusters Score -1.65719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16571900.000000 Penalty: 3927.430664
	Iteration 176Q: 3 clusters Score -1.65719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176416 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -16571921.000000 Penalty: 3927.430664
	Iteration 177Q: 3 clusters Score -1.657192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176421 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16571911.000000 Penalty: 3927.430664
	Iteration 178Q: 3 clusters Score -1.657191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176420 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -16571915.000000 Penalty: 3927.430664
	Iteration 179Q: 3 clusters Score -1.657192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16571922.000000 Penalty: 3927.430664
	Iteration 180F: 3 clusters Score -1.657192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -16571931.000000 Penalty: 3927.430664
	Iteration 181Q: 3 clusters Score -1.657193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176431 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16571938.000000 Penalty: 3927.430664
	Iteration 182Q: 3 clusters Score -1.657194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176431 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16571941.000000 Penalty: 3927.430664
	Iteration 183Q: 3 clusters Score -1.657194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176432 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16571936.000000 Penalty: 3927.430664
	Iteration 184Q: 3 clusters Score -1.657194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176434 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16571944.000000 Penalty: 3927.430664
	Iteration 185Q: 3 clusters Score -1.657194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176438 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -16571945.000000 Penalty: 3927.430664
	Iteration 186Q: 3 clusters Score -1.657194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16571945.000000 Penalty: 3927.430664
	Iteration 187Q: 3 clusters Score -1.657194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176444 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -16571939.000000 Penalty: 3927.430664
	Iteration 188Q: 3 clusters Score -1.657194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176447 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16571955.000000 Penalty: 3927.430664
	Iteration 189Q: 3 clusters Score -1.657196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176450 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16571953.000000 Penalty: 3927.430664
	Iteration 190Q: 3 clusters Score -1.657195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176455 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -16571954.000000 Penalty: 3927.430664
	Iteration 191Q: 3 clusters Score -1.657195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176455 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -16571956.000000 Penalty: 3927.430664
	Iteration 192Q: 3 clusters Score -1.657196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16571963.000000 Penalty: 3927.430664
	Iteration 193Q: 3 clusters Score -1.657196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176458 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16571955.000000 Penalty: 3927.430664
	Iteration 194Q: 3 clusters Score -1.657196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176459 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16571956.000000 Penalty: 3927.430664
	Iteration 195Q: 3 clusters Score -1.657196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -16571965.000000 Penalty: 3927.430664
	Iteration 196Q: 3 clusters Score -1.657196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176464 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16571961.000000 Penalty: 3927.430664
	Iteration 197Q: 3 clusters Score -1.657196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176467 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -16571968.000000 Penalty: 3927.430664
	Iteration 198Q: 3 clusters Score -1.657197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176468 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -16571976.000000 Penalty: 3927.430664
	Iteration 199Q: 3 clusters Score -1.657198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176468 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -16571976.000000 Penalty: 3927.430664
	Iteration 200F: 3 clusters Score -1.657198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -98829.601562 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -98829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97255.070312 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -97255.07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -97629.062500 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -97629.06 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97814.945312 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -97814.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -97989.789062 Penalty: 2305.086426
	Iteration 3F: 3 clusters Score -97989.79 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98145.945312 Penalty: 2305.086426
	Iteration 4F: 3 clusters Score -98145.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98250.773438 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -98250.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98320.875000 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -98320.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98386.562500 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -98386.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98448.992188 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -98448.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98515.351562 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -98515.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98551.117188 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -98551.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98593.703125 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -98593.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98628.132812 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -98628.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98667.226562 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -98667.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98700.804688 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -98700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98720.835938 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -98720.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98729.984375 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -98729.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98733.304688 Penalty: 2305.086426
	Iteration 17Q: 3 clusters Score -98733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98735.984375 Penalty: 2305.086426
	Iteration 18Q: 3 clusters Score -98735.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98735.984375 Penalty: 2305.086426
	Iteration 19F: 3 clusters Score -98735.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -54733.207031 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -54733.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53562.320312 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -53562.32 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53769.632812 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -53769.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53835.433594 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -53835.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53895.121094 Penalty: 2119.201904
	Iteration 3F: 3 clusters Score -53895.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53947.425781 Penalty: 2119.201904
	Iteration 4F: 3 clusters Score -53947.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54018.339844 Penalty: 2119.201904
	Iteration 5F: 3 clusters Score -54018.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54097.437500 Penalty: 2119.201904
	Iteration 6F: 3 clusters Score -54097.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54161.847656 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -54161.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -54240.949219 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -54240.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -54299.578125 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -54299.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54370.906250 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -54370.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54445.238281 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -54445.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54495.363281 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -54495.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54531.925781 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -54531.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54546.437500 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -54546.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54558.207031 Penalty: 2119.201904
	Iteration 15Q: 3 clusters Score -54558.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54564.132812 Penalty: 2119.201904
	Iteration 16Q: 3 clusters Score -54564.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54572.039062 Penalty: 2119.201904
	Iteration 17Q: 3 clusters Score -54572.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54589.832031 Penalty: 2119.201904
	Iteration 18Q: 3 clusters Score -54589.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54605.468750 Penalty: 2119.201904
	Iteration 19Q: 3 clusters Score -54605.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54624.914062 Penalty: 2119.201904
	Iteration 20F: 3 clusters Score -54624.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54643.664062 Penalty: 2119.201904
	Iteration 21Q: 3 clusters Score -54643.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54644.441406 Penalty: 2119.201904
	Iteration 22Q: 3 clusters Score -54644.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54644.441406 Penalty: 2119.201904
	Iteration 23F: 3 clusters Score -54644.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -46732.230469 Penalty: 1071.369751
	Iteration 0F: 2 clusters Score -46732.23 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: -45622.230469 Penalty: 2142.739502
	Iteration 0F: 3 clusters Score -45622.23 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46123.960938 Penalty: 2142.739502
	Iteration 1F: 3 clusters Score -46123.96 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46472.062500 Penalty: 2142.739502
	Iteration 2F: 3 clusters Score -46472.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46750.390625 Penalty: 2142.739502
	Iteration 3F: 3 clusters Score -46750.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -46885.019531 Penalty: 2142.739502
	Iteration 4F: 3 clusters Score -46885.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -46932.941406 Penalty: 2142.739502
	Iteration 5Q: 3 clusters Score -46932.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46953.363281 Penalty: 2142.739502
	Iteration 6Q: 3 clusters Score -46953.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -46969.988281 Penalty: 2142.739502
	Iteration 7Q: 3 clusters Score -46969.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46979.613281 Penalty: 2142.739502
	Iteration 8Q: 3 clusters Score -46979.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -46990.113281 Penalty: 2142.739502
	Iteration 9Q: 3 clusters Score -46990.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47024.675781 Penalty: 2142.739502
	Iteration 10Q: 3 clusters Score -47024.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47031.902344 Penalty: 2142.739502
	Iteration 11Q: 3 clusters Score -47031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47031.902344 Penalty: 2142.739502
	Iteration 12F: 3 clusters Score -47031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177088 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179773 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138495 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 475 members 
Entering Unmasked Estep 
Score: -66449928.000000 Penalty: 43859.843750
Splitting cluster 5 changes total score from -66450856.000000 to -66449928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -326413.031250 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -326413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -323331.312500 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -323331.3 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -324094.250000 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -324094.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -324232.437500 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -324232.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -324327.906250 Penalty: 2651.517578
	Iteration 3F: 3 clusters Score -324327.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -324393.187500 Penalty: 2651.517578
	Iteration 4Q: 3 clusters Score -324393.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -324448.093750 Penalty: 2651.517578
	Iteration 5Q: 3 clusters Score -324448.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -324490.906250 Penalty: 2651.517578
	Iteration 6Q: 3 clusters Score -324490.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -324526.312500 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -324526.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -324549.343750 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -324549.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -324564.781250 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -324564.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -324583.781250 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -324583.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -324603.843750 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -324603.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -324624.500000 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -324624.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -324641.500000 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -324641.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -324656.531250 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -324656.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -324673.156250 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -324673.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -324693.343750 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -324693.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -324719.750000 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -324719.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -324749.250000 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -324749.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -324778.500000 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -324778.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324801.937500 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -324801.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -324827.218750 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -324827.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -324856.250000 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -324856.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -324879.531250 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -324879.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -324903.500000 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -324903.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -324932.156250 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -324932.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -324952.468750 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -324952.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -324971.250000 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -324971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -324984.375000 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -324984.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -324998.125000 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -324998.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -325011.625000 Penalty: 2651.517578
	Iteration 30Q: 3 clusters Score -325011.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -325027.531250 Penalty: 2651.517578
	Iteration 31Q: 3 clusters Score -325027.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -325044.625000 Penalty: 2651.517578
	Iteration 32Q: 3 clusters Score -325044.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -325062.031250 Penalty: 2651.517578
	Iteration 33Q: 3 clusters Score -325062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -325080.031250 Penalty: 2651.517578
	Iteration 34Q: 3 clusters Score -325080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -325098.250000 Penalty: 2651.517578
	Iteration 35Q: 3 clusters Score -325098.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -325110.875000 Penalty: 2651.517578
	Iteration 36Q: 3 clusters Score -325110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -325119.312500 Penalty: 2651.517578
	Iteration 37Q: 3 clusters Score -325119.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -325125.343750 Penalty: 2651.517578
	Iteration 38Q: 3 clusters Score -325125.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -325132.718750 Penalty: 2651.517578
	Iteration 39Q: 3 clusters Score -325132.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -325140.437500 Penalty: 2651.517578
	Iteration 40F: 3 clusters Score -325140.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -325147.625000 Penalty: 2651.517578
	Iteration 41Q: 3 clusters Score -325147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -325152.843750 Penalty: 2651.517578
	Iteration 42Q: 3 clusters Score -325152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -325156.218750 Penalty: 2651.517578
	Iteration 43Q: 3 clusters Score -325156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -325160.125000 Penalty: 2651.517578
	Iteration 44Q: 3 clusters Score -325160.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -325166.656250 Penalty: 2651.517578
	Iteration 45Q: 3 clusters Score -325166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -325172.656250 Penalty: 2651.517578
	Iteration 46Q: 3 clusters Score -325172.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -325180.781250 Penalty: 2651.517578
	Iteration 47Q: 3 clusters Score -325180.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -325198.406250 Penalty: 2651.517578
	Iteration 48Q: 3 clusters Score -325198.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -325210.812500 Penalty: 2651.517578
	Iteration 49Q: 3 clusters Score -325210.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -325217.562500 Penalty: 2651.517578
	Iteration 50Q: 3 clusters Score -325217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -325221.812500 Penalty: 2651.517578
	Iteration 51Q: 3 clusters Score -325221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -325224.843750 Penalty: 2651.517578
	Iteration 52Q: 3 clusters Score -325224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -325227.406250 Penalty: 2651.517578
	Iteration 53Q: 3 clusters Score -325227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -325228.875000 Penalty: 2651.517578
	Iteration 54Q: 3 clusters Score -325228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -325230.843750 Penalty: 2651.517578
	Iteration 55Q: 3 clusters Score -325230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -325233.500000 Penalty: 2651.517578
	Iteration 56Q: 3 clusters Score -325233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -325233.687500 Penalty: 2651.517578
	Iteration 57Q: 3 clusters Score -325233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -325233.875000 Penalty: 2651.517578
	Iteration 58Q: 3 clusters Score -325233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -325233.968750 Penalty: 2651.517578
	Iteration 59Q: 3 clusters Score -325234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -325234.218750 Penalty: 2651.517578
	Iteration 60F: 3 clusters Score -325234.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -459000.281250 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -459000.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -454748.343750 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -454748.3 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -456025.187500 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -456025.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -456269.500000 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -456269.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -456461.656250 Penalty: 2798.412842
	Iteration 3F: 3 clusters Score -456461.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -456600.875000 Penalty: 2798.412842
	Iteration 4F: 3 clusters Score -456600.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -456700.781250 Penalty: 2798.412842
	Iteration 5Q: 3 clusters Score -456700.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -456785.093750 Penalty: 2798.412842
	Iteration 6Q: 3 clusters Score -456785.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -456855.875000 Penalty: 2798.412842
	Iteration 7Q: 3 clusters Score -456855.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -456907.187500 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -456907.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -456952.750000 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -456952.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -456993.843750 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -456993.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -457036.968750 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -457037 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -457083.093750 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -457083.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -457121.281250 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -457121.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -457172.593750 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -457172.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -457238.281250 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -457238.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -457309.312500 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -457309.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -457378.281250 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -457378.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -457458.375000 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -457458.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -457537.406250 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -457537.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -457613.656250 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -457613.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -457694.718750 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -457694.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -457769.562500 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -457769.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -457827.562500 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -457827.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -457874.812500 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -457874.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -457913.281250 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -457913.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -457940.187500 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -457940.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -457965.562500 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -457965.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -457984.781250 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -457984.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -457997.031250 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -457997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -458002.406250 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -458002.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -458009.437500 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -458009.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -458017.062500 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -458017.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -458022.187500 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -458022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -458024.656250 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -458024.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -458026.500000 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -458026.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -458028.875000 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -458028.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -458033.031250 Penalty: 2798.412842
	Iteration 37Q: 3 clusters Score -458033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -458036.625000 Penalty: 2798.412842
	Iteration 38Q: 3 clusters Score -458036.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -458039.843750 Penalty: 2798.412842
	Iteration 39Q: 3 clusters Score -458039.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -458043.875000 Penalty: 2798.412842
	Iteration 40F: 3 clusters Score -458043.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -458048.437500 Penalty: 2798.412842
	Iteration 41Q: 3 clusters Score -458048.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -458051.968750 Penalty: 2798.412842
	Iteration 42Q: 3 clusters Score -458052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -458053.468750 Penalty: 2798.412842
	Iteration 43Q: 3 clusters Score -458053.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -458056.531250 Penalty: 2798.412842
	Iteration 44Q: 3 clusters Score -458056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -458057.656250 Penalty: 2798.412842
	Iteration 45Q: 3 clusters Score -458057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -458059.250000 Penalty: 2798.412842
	Iteration 46Q: 3 clusters Score -458059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -458059.843750 Penalty: 2798.412842
	Iteration 47Q: 3 clusters Score -458059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -458059.843750 Penalty: 2798.412842
	Iteration 48Q: 3 clusters Score -458059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -458060.406250 Penalty: 2798.412842
	Iteration 49Q: 3 clusters Score -458060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -458059.968750 Penalty: 2798.412842
	Iteration 50Q: 3 clusters Score -458060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -458061.343750 Penalty: 2798.412842
	Iteration 51Q: 3 clusters Score -458061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -458061.218750 Penalty: 2798.412842
	Iteration 52Q: 3 clusters Score -458061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -458061.718750 Penalty: 2798.412842
	Iteration 53Q: 3 clusters Score -458061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -458061.593750 Penalty: 2798.412842
	Iteration 54Q: 3 clusters Score -458061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -458061.812500 Penalty: 2798.412842
	Iteration 55Q: 3 clusters Score -458061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -458061.593750 Penalty: 2798.412842
	Iteration 56Q: 3 clusters Score -458061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -458062.875000 Penalty: 2798.412842
	Iteration 57Q: 3 clusters Score -458062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -458063.750000 Penalty: 2798.412842
	Iteration 58Q: 3 clusters Score -458063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -458062.593750 Penalty: 2798.412842
	Iteration 59Q: 3 clusters Score -458062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -458063.656250 Penalty: 2798.412842
	Iteration 60F: 3 clusters Score -458063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -458063.437500 Penalty: 2798.412842
	Iteration 61Q: 3 clusters Score -458063.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -458063.437500 Penalty: 2798.412842
	Iteration 62F: 3 clusters Score -458063.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -13238.182617 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -13238.18 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 115 members 
Entering Unmasked Estep 
Score: -12625.577148 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -12625.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12755.077148 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -12755.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12771.317383 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -12771.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12784.348633 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -12784.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12794.582031 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -12794.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12801.595703 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -12801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12806.065430 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -12806.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12818.882812 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -12818.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12827.380859 Penalty: 1734.699951
	Iteration 8Q: 3 clusters Score -12827.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12836.015625 Penalty: 1734.699951
	Iteration 9Q: 3 clusters Score -12836.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12836.015625 Penalty: 1734.699951
	Iteration 10F: 3 clusters Score -12836.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -35115.695312 Penalty: 1015.307007
	Iteration 0F: 2 clusters Score -35115.7 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 267 members 
Entering Unmasked Estep 
Score: -34131.386719 Penalty: 2030.614014
	Iteration 0F: 3 clusters Score -34131.39 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34603.449219 Penalty: 2030.614014
	Iteration 1F: 3 clusters Score -34603.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35094.992188 Penalty: 2030.614014
	Iteration 2F: 3 clusters Score -35094.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35415.632812 Penalty: 2030.614014
	Iteration 3F: 3 clusters Score -35415.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35568.980469 Penalty: 2030.614014
	Iteration 4Q: 3 clusters Score -35568.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35618.984375 Penalty: 2030.614014
	Iteration 5Q: 3 clusters Score -35618.98 nChanged 7
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: -35640.675781 Penalty: 2030.614014
	Iteration 6Q: 3 clusters Score -35640.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35648.796875 Penalty: 2030.614014
	Iteration 7Q: 3 clusters Score -35648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35648.796875 Penalty: 2030.614014
	Iteration 8F: 3 clusters Score -35648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 177088 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 196 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 179773 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 138495 members 
Mstep: Class 14 contains 121125 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 321 members 
Entering Unmasked Estep 
Score: -66450208.000000 Penalty: 43859.843750
Splitting cluster 9 changes total score from -66450856.000000 to -66450208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Entering Unmasked Estep 
Score: -910150.062500 Penalty: 1499.962036
	Iteration 0F: 2 clusters Score -910150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -902987.937500 Penalty: 2999.924072
	Iteration 0F: 3 clusters Score -902987.9 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -905229.375000 Penalty: 2999.924072
	Iteration 1F: 3 clusters Score -905229.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -905521.875000 Penalty: 2999.924072
	Iteration 2F: 3 clusters Score -905521.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -905779.750000 Penalty: 2999.924072
	Iteration 3F: 3 clusters Score -905779.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -906020.250000 Penalty: 2999.924072
	Iteration 4Q: 3 clusters Score -906020.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -906287.937500 Penalty: 2999.924072
	Iteration 5Q: 3 clusters Score -906287.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -906615.250000 Penalty: 2999.924072
	Iteration 6F: 3 clusters Score -906615.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -906990.312500 Penalty: 2999.924072
	Iteration 7F: 3 clusters Score -906990.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -907412.625000 Penalty: 2999.924072
	Iteration 8F: 3 clusters Score -907412.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -907825.062500 Penalty: 2999.924072
	Iteration 9Q: 3 clusters Score -907825.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -908187.750000 Penalty: 2999.924072
	Iteration 10Q: 3 clusters Score -908187.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -908408.687500 Penalty: 2999.924072
	Iteration 11Q: 3 clusters Score -908408.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -908545.187500 Penalty: 2999.924072
	Iteration 12Q: 3 clusters Score -908545.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -908637.812500 Penalty: 2999.924072
	Iteration 13Q: 3 clusters Score -908637.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -908700.562500 Penalty: 2999.924072
	Iteration 14Q: 3 clusters Score -908700.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -908747.500000 Penalty: 2999.924072
	Iteration 15Q: 3 clusters Score -908747.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -908777.875000 Penalty: 2999.924072
	Iteration 16Q: 3 clusters Score -908777.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -908796.875000 Penalty: 2999.924072
	Iteration 17Q: 3 clusters Score -908796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -908813.562500 Penalty: 2999.924072
	Iteration 18Q: 3 clusters Score -908813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -908821.062500 Penalty: 2999.924072
	Iteration 19Q: 3 clusters Score -908821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -908825.000000 Penalty: 2999.924072
	Iteration 20F: 3 clusters Score -908825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -908825.687500 Penalty: 2999.924072
	Iteration 21Q: 3 clusters Score -908825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -908828.875000 Penalty: 2999.924072
	Iteration 22Q: 3 clusters Score -908828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -908830.250000 Penalty: 2999.924072
	Iteration 23Q: 3 clusters Score -908830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -908830.125000 Penalty: 2999.924072
	Iteration 24Q: 3 clusters Score -908830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -908830.125000 Penalty: 2999.924072
	Iteration 25F: 3 clusters Score -908830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179773 members 
Entering Unmasked Estep 
Score: -16866256.000000 Penalty: 1966.160645
	Iteration 0F: 2 clusters Score -1.686626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -16748932.000000 Penalty: 3932.321289
	Iteration 0F: 3 clusters Score -1.674893e+07 nChanged 87220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -16802182.000000 Penalty: 3932.321289
	Iteration 1F: 3 clusters Score -1.680218e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -16804778.000000 Penalty: 3932.321289
	Iteration 2Q: 3 clusters Score -1.680478e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -16809046.000000 Penalty: 3932.321289
	Iteration 3F: 3 clusters Score -1.680905e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121331 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -16815786.000000 Penalty: 3932.321289
	Iteration 4F: 3 clusters Score -1.681579e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134258 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -16825806.000000 Penalty: 3932.321289
	Iteration 5F: 3 clusters Score -1.682581e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148260 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -16838224.000000 Penalty: 3932.321289
	Iteration 6F: 3 clusters Score -1.683822e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -16851238.000000 Penalty: 3932.321289
	Iteration 7F: 3 clusters Score -1.685124e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -16858950.000000 Penalty: 3932.321289
	Iteration 8F: 3 clusters Score -1.685895e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -16862516.000000 Penalty: 3932.321289
	Iteration 9Q: 3 clusters Score -1.686252e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178501 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -16863876.000000 Penalty: 3932.321289
	Iteration 10Q: 3 clusters Score -1.686388e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179322 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16864242.000000 Penalty: 3932.321289
	Iteration 11Q: 3 clusters Score -1.686424e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179529 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16864402.000000 Penalty: 3932.321289
	Iteration 12Q: 3 clusters Score -1.68644e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179588 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16864466.000000 Penalty: 3932.321289
	Iteration 13Q: 3 clusters Score -1.686447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179607 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16864504.000000 Penalty: 3932.321289
	Iteration 14Q: 3 clusters Score -1.68645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179616 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16864522.000000 Penalty: 3932.321289
	Iteration 15Q: 3 clusters Score -1.686452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179620 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16864528.000000 Penalty: 3932.321289
	Iteration 16Q: 3 clusters Score -1.686453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179623 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16864532.000000 Penalty: 3932.321289
	Iteration 17Q: 3 clusters Score -1.686453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179624 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16864532.000000 Penalty: 3932.321289
	Iteration 18Q: 3 clusters Score -1.686453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179625 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16864532.000000 Penalty: 3932.321289
	Iteration 19Q: 3 clusters Score -1.686453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179628 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16864554.000000 Penalty: 3932.321289
	Iteration 20F: 3 clusters Score -1.686455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179627 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16864550.000000 Penalty: 3932.321289
	Iteration 21Q: 3 clusters Score -1.686455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179627 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16864550.000000 Penalty: 3932.321289
	Iteration 22F: 3 clusters Score -1.686455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Entering Unmasked Estep 
Score: -2687263.250000 Penalty: 1672.302734
	Iteration 0F: 2 clusters Score -2687263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2667366.750000 Penalty: 3344.605469
	Iteration 0F: 3 clusters Score -2667367 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2674722.750000 Penalty: 3344.605469
	Iteration 1F: 3 clusters Score -2674723 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2675072.250000 Penalty: 3344.605469
	Iteration 2Q: 3 clusters Score -2675072 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2675472.500000 Penalty: 3344.605469
	Iteration 3Q: 3 clusters Score -2675472 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2675853.750000 Penalty: 3344.605469
	Iteration 4Q: 3 clusters Score -2675854 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2676289.500000 Penalty: 3344.605469
	Iteration 5Q: 3 clusters Score -2676290 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2676759.500000 Penalty: 3344.605469
	Iteration 6Q: 3 clusters Score -2676760 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2677229.250000 Penalty: 3344.605469
	Iteration 7Q: 3 clusters Score -2677229 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2677668.750000 Penalty: 3344.605469
	Iteration 8Q: 3 clusters Score -2677669 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2678104.750000 Penalty: 3344.605469
	Iteration 9Q: 3 clusters Score -2678105 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2678558.500000 Penalty: 3344.605469
	Iteration 10Q: 3 clusters Score -2678558 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2678968.000000 Penalty: 3344.605469
	Iteration 11Q: 3 clusters Score -2678968 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2679377.750000 Penalty: 3344.605469
	Iteration 12Q: 3 clusters Score -2679378 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2679750.000000 Penalty: 3344.605469
	Iteration 13Q: 3 clusters Score -2679750 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2680127.500000 Penalty: 3344.605469
	Iteration 14Q: 3 clusters Score -2680128 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2680433.250000 Penalty: 3344.605469
	Iteration 15Q: 3 clusters Score -2680433 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2680699.500000 Penalty: 3344.605469
	Iteration 16Q: 3 clusters Score -2680700 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2680869.750000 Penalty: 3344.605469
	Iteration 17Q: 3 clusters Score -2680870 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2680956.750000 Penalty: 3344.605469
	Iteration 18Q: 3 clusters Score -2680957 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2681033.750000 Penalty: 3344.605469
	Iteration 19Q: 3 clusters Score -2681034 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2681075.000000 Penalty: 3344.605469
	Iteration 20F: 3 clusters Score -2681075 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2681127.750000 Penalty: 3344.605469
	Iteration 21Q: 3 clusters Score -2681128 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2681171.750000 Penalty: 3344.605469
	Iteration 22Q: 3 clusters Score -2681172 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2681201.250000 Penalty: 3344.605469
	Iteration 23Q: 3 clusters Score -2681201 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2681244.000000 Penalty: 3344.605469
	Iteration 24Q: 3 clusters Score -2681244 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2681269.750000 Penalty: 3344.605469
	Iteration 25Q: 3 clusters Score -2681270 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2681320.500000 Penalty: 3344.605469
	Iteration 26Q: 3 clusters Score -2681320 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2681362.750000 Penalty: 3344.605469
	Iteration 27Q: 3 clusters Score -2681363 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2681422.500000 Penalty: 3344.605469
	Iteration 28Q: 3 clusters Score -2681422 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2681475.000000 Penalty: 3344.605469
	Iteration 29Q: 3 clusters Score -2681475 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2681550.250000 Penalty: 3344.605469
	Iteration 30Q: 3 clusters Score -2681550 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2681629.500000 Penalty: 3344.605469
	Iteration 31Q: 3 clusters Score -2681630 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2681739.000000 Penalty: 3344.605469
	Iteration 32Q: 3 clusters Score -2681739 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2681859.250000 Penalty: 3344.605469
	Iteration 33Q: 3 clusters Score -2681859 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2682005.500000 Penalty: 3344.605469
	Iteration 34Q: 3 clusters Score -2682006 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2682180.000000 Penalty: 3344.605469
	Iteration 35Q: 3 clusters Score -2682180 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2682391.000000 Penalty: 3344.605469
	Iteration 36Q: 3 clusters Score -2682391 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2682643.750000 Penalty: 3344.605469
	Iteration 37Q: 3 clusters Score -2682644 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2682917.000000 Penalty: 3344.605469
	Iteration 38Q: 3 clusters Score -2682917 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2683235.250000 Penalty: 3344.605469
	Iteration 39Q: 3 clusters Score -2683235 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2683614.250000 Penalty: 3344.605469
	Iteration 40F: 3 clusters Score -2683614 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2683983.000000 Penalty: 3344.605469
	Iteration 41Q: 3 clusters Score -2683983 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2684331.000000 Penalty: 3344.605469
	Iteration 42Q: 3 clusters Score -2684331 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2684660.500000 Penalty: 3344.605469
	Iteration 43Q: 3 clusters Score -2684660 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2684965.250000 Penalty: 3344.605469
	Iteration 44Q: 3 clusters Score -2684965 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2685204.250000 Penalty: 3344.605469
	Iteration 45Q: 3 clusters Score -2685204 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2685379.750000 Penalty: 3344.605469
	Iteration 46Q: 3 clusters Score -2685380 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2685508.500000 Penalty: 3344.605469
	Iteration 47Q: 3 clusters Score -2685508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2685589.250000 Penalty: 3344.605469
	Iteration 48Q: 3 clusters Score -2685589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2685639.250000 Penalty: 3344.605469
	Iteration 49Q: 3 clusters Score -2685639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2685682.000000 Penalty: 3344.605469
	Iteration 50Q: 3 clusters Score -2685682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2685736.500000 Penalty: 3344.605469
	Iteration 51Q: 3 clusters Score -2685736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2685776.000000 Penalty: 3344.605469
	Iteration 52Q: 3 clusters Score -2685776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2685807.000000 Penalty: 3344.605469
	Iteration 53Q: 3 clusters Score -2685807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2685822.250000 Penalty: 3344.605469
	Iteration 54Q: 3 clusters Score -2685822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2685840.750000 Penalty: 3344.605469
	Iteration 55Q: 3 clusters Score -2685841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2685851.500000 Penalty: 3344.605469
	Iteration 56Q: 3 clusters Score -2685852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2685857.000000 Penalty: 3344.605469
	Iteration 57Q: 3 clusters Score -2685857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2685864.750000 Penalty: 3344.605469
	Iteration 58Q: 3 clusters Score -2685865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2685865.750000 Penalty: 3344.605469
	Iteration 59Q: 3 clusters Score -2685866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2685868.500000 Penalty: 3344.605469
	Iteration 60F: 3 clusters Score -2685868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2685873.750000 Penalty: 3344.605469
	Iteration 61Q: 3 clusters Score -2685874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2685876.500000 Penalty: 3344.605469
	Iteration 62Q: 3 clusters Score -2685876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2685877.500000 Penalty: 3344.605469
	Iteration 63Q: 3 clusters Score -2685878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2685877.500000 Penalty: 3344.605469
	Iteration 64Q: 3 clusters Score -2685878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2685878.750000 Penalty: 3344.605469
	Iteration 65Q: 3 clusters Score -2685879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2685880.250000 Penalty: 3344.605469
	Iteration 66Q: 3 clusters Score -2685880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2685884.250000 Penalty: 3344.605469
	Iteration 67Q: 3 clusters Score -2685884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2685888.000000 Penalty: 3344.605469
	Iteration 68Q: 3 clusters Score -2685888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2685886.500000 Penalty: 3344.605469
	Iteration 69Q: 3 clusters Score -2685886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2685890.000000 Penalty: 3344.605469
	Iteration 70Q: 3 clusters Score -2685890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2685890.000000 Penalty: 3344.605469
	Iteration 71F: 3 clusters Score -2685890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (138495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138495 members 
Entering Unmasked Estep 
Score: -12979040.000000 Penalty: 1923.770874
	Iteration 0F: 2 clusters Score -1.297904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -12886636.000000 Penalty: 3847.541748
	Iteration 0F: 3 clusters Score -1.288664e+07 nChanged 66714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -12926406.000000 Penalty: 3847.541748
	Iteration 1F: 3 clusters Score -1.292641e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -12928357.000000 Penalty: 3847.541748
	Iteration 2Q: 3 clusters Score -1.292836e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -12931051.000000 Penalty: 3847.541748
	Iteration 3Q: 3 clusters Score -1.293105e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -12935189.000000 Penalty: 3847.541748
	Iteration 4F: 3 clusters Score -1.293519e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -12940981.000000 Penalty: 3847.541748
	Iteration 5F: 3 clusters Score -1.294098e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -12948911.000000 Penalty: 3847.541748
	Iteration 6F: 3 clusters Score -1.294891e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -12956967.000000 Penalty: 3847.541748
	Iteration 7F: 3 clusters Score -1.295697e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -12962446.000000 Penalty: 3847.541748
	Iteration 8F: 3 clusters Score -1.296245e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -12965186.000000 Penalty: 3847.541748
	Iteration 9Q: 3 clusters Score -1.296519e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -12966743.000000 Penalty: 3847.541748
	Iteration 10Q: 3 clusters Score -1.296674e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -12967863.000000 Penalty: 3847.541748
	Iteration 11Q: 3 clusters Score -1.296786e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 111874 members 
Entering Unmasked Estep 
Score: -12968756.000000 Penalty: 3847.541748
	Iteration 12Q: 3 clusters Score -1.296876e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 113954 members 
Entering Unmasked Estep 
Score: -12969681.000000 Penalty: 3847.541748
	Iteration 13Q: 3 clusters Score -1.296968e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -12970404.000000 Penalty: 3847.541748
	Iteration 14Q: 3 clusters Score -1.29704e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 117691 members 
Entering Unmasked Estep 
Score: -12971067.000000 Penalty: 3847.541748
	Iteration 15Q: 3 clusters Score -1.297107e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -12971789.000000 Penalty: 3847.541748
	Iteration 16Q: 3 clusters Score -1.297179e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -12972363.000000 Penalty: 3847.541748
	Iteration 17Q: 3 clusters Score -1.297236e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 122361 members 
Entering Unmasked Estep 
Score: -12972955.000000 Penalty: 3847.541748
	Iteration 18Q: 3 clusters Score -1.297296e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 123694 members 
Entering Unmasked Estep 
Score: -12973508.000000 Penalty: 3847.541748
	Iteration 19Q: 3 clusters Score -1.297351e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 124903 members 
Entering Unmasked Estep 
Score: -12973891.000000 Penalty: 3847.541748
	Iteration 20F: 3 clusters Score -1.297389e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 125966 members 
Entering Unmasked Estep 
Score: -12974336.000000 Penalty: 3847.541748
	Iteration 21Q: 3 clusters Score -1.297434e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 126937 members 
Entering Unmasked Estep 
Score: -12974581.000000 Penalty: 3847.541748
	Iteration 22Q: 3 clusters Score -1.297458e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -12974878.000000 Penalty: 3847.541748
	Iteration 23Q: 3 clusters Score -1.297488e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 128665 members 
Entering Unmasked Estep 
Score: -12975127.000000 Penalty: 3847.541748
	Iteration 24Q: 3 clusters Score -1.297513e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 129461 members 
Entering Unmasked Estep 
Score: -12975418.000000 Penalty: 3847.541748
	Iteration 25Q: 3 clusters Score -1.297542e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 130135 members 
Entering Unmasked Estep 
Score: -12975708.000000 Penalty: 3847.541748
	Iteration 26Q: 3 clusters Score -1.297571e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -12975929.000000 Penalty: 3847.541748
	Iteration 27Q: 3 clusters Score -1.297593e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 131343 members 
Entering Unmasked Estep 
Score: -12976085.000000 Penalty: 3847.541748
	Iteration 28Q: 3 clusters Score -1.297608e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -12976287.000000 Penalty: 3847.541748
	Iteration 29Q: 3 clusters Score -1.297629e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 132410 members 
Entering Unmasked Estep 
Score: -12976469.000000 Penalty: 3847.541748
	Iteration 30Q: 3 clusters Score -1.297647e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 132870 members 
Entering Unmasked Estep 
Score: -12976629.000000 Penalty: 3847.541748
	Iteration 31Q: 3 clusters Score -1.297663e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 133281 members 
Entering Unmasked Estep 
Score: -12976806.000000 Penalty: 3847.541748
	Iteration 32Q: 3 clusters Score -1.297681e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 133645 members 
Entering Unmasked Estep 
Score: -12976942.000000 Penalty: 3847.541748
	Iteration 33Q: 3 clusters Score -1.297694e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 133984 members 
Entering Unmasked Estep 
Score: -12977030.000000 Penalty: 3847.541748
	Iteration 34Q: 3 clusters Score -1.297703e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -12977133.000000 Penalty: 3847.541748
	Iteration 35Q: 3 clusters Score -1.297713e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 134580 members 
Entering Unmasked Estep 
Score: -12977212.000000 Penalty: 3847.541748
	Iteration 36Q: 3 clusters Score -1.297721e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 134844 members 
Entering Unmasked Estep 
Score: -12977325.000000 Penalty: 3847.541748
	Iteration 37Q: 3 clusters Score -1.297732e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 135073 members 
Entering Unmasked Estep 
Score: -12977379.000000 Penalty: 3847.541748
	Iteration 38Q: 3 clusters Score -1.297738e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -12977443.000000 Penalty: 3847.541748
	Iteration 39Q: 3 clusters Score -1.297744e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -12977471.000000 Penalty: 3847.541748
	Iteration 40F: 3 clusters Score -1.297747e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 135590 members 
Entering Unmasked Estep 
Score: -12977524.000000 Penalty: 3847.541748
	Iteration 41Q: 3 clusters Score -1.297752e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 135717 members 
Entering Unmasked Estep 
Score: -12977550.000000 Penalty: 3847.541748
	Iteration 42Q: 3 clusters Score -1.297755e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -12977603.000000 Penalty: 3847.541748
	Iteration 43Q: 3 clusters Score -1.29776e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 135910 members 
Entering Unmasked Estep 
Score: -12977597.000000 Penalty: 3847.541748
	Iteration 44Q: 3 clusters Score -1.29776e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 135982 members 
Entering Unmasked Estep 
Score: -12977638.000000 Penalty: 3847.541748
	Iteration 45Q: 3 clusters Score -1.297764e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 136049 members 
Entering Unmasked Estep 
Score: -12977664.000000 Penalty: 3847.541748
	Iteration 46Q: 3 clusters Score -1.297766e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 136104 members 
Entering Unmasked Estep 
Score: -12977687.000000 Penalty: 3847.541748
	Iteration 47Q: 3 clusters Score -1.297769e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 136148 members 
Entering Unmasked Estep 
Score: -12977708.000000 Penalty: 3847.541748
	Iteration 48Q: 3 clusters Score -1.297771e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 136187 members 
Entering Unmasked Estep 
Score: -12977703.000000 Penalty: 3847.541748
	Iteration 49Q: 3 clusters Score -1.29777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 136222 members 
Entering Unmasked Estep 
Score: -12977711.000000 Penalty: 3847.541748
	Iteration 50Q: 3 clusters Score -1.297771e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 136257 members 
Entering Unmasked Estep 
Score: -12977720.000000 Penalty: 3847.541748
	Iteration 51Q: 3 clusters Score -1.297772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 136287 members 
Entering Unmasked Estep 
Score: -12977739.000000 Penalty: 3847.541748
	Iteration 52Q: 3 clusters Score -1.297774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 136316 members 
Entering Unmasked Estep 
Score: -12977749.000000 Penalty: 3847.541748
	Iteration 53Q: 3 clusters Score -1.297775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 136351 members 
Entering Unmasked Estep 
Score: -12977752.000000 Penalty: 3847.541748
	Iteration 54Q: 3 clusters Score -1.297775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 136381 members 
Entering Unmasked Estep 
Score: -12977737.000000 Penalty: 3847.541748
	Iteration 55Q: 3 clusters Score -1.297774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -12977751.000000 Penalty: 3847.541748
	Iteration 56Q: 3 clusters Score -1.297775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 136428 members 
Entering Unmasked Estep 
Score: -12977750.000000 Penalty: 3847.541748
	Iteration 57Q: 3 clusters Score -1.297775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 136448 members 
Entering Unmasked Estep 
Score: -12977756.000000 Penalty: 3847.541748
	Iteration 58Q: 3 clusters Score -1.297776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -12977761.000000 Penalty: 3847.541748
	Iteration 59Q: 3 clusters Score -1.297776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 136472 members 
Entering Unmasked Estep 
Score: -12977766.000000 Penalty: 3847.541748
	Iteration 60F: 3 clusters Score -1.297777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 136480 members 
Entering Unmasked Estep 
Score: -12977765.000000 Penalty: 3847.541748
	Iteration 61Q: 3 clusters Score -1.297776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 136487 members 
Entering Unmasked Estep 
Score: -12977755.000000 Penalty: 3847.541748
	Iteration 62Q: 3 clusters Score -1.297776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 136495 members 
Entering Unmasked Estep 
Score: -12977758.000000 Penalty: 3847.541748
	Iteration 63Q: 3 clusters Score -1.297776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 136506 members 
Entering Unmasked Estep 
Score: -12977763.000000 Penalty: 3847.541748
	Iteration 64Q: 3 clusters Score -1.297776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -12977768.000000 Penalty: 3847.541748
	Iteration 65Q: 3 clusters Score -1.297777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 136515 members 
Entering Unmasked Estep 
Score: -12977768.000000 Penalty: 3847.541748
	Iteration 66Q: 3 clusters Score -1.297777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 136519 members 
Entering Unmasked Estep 
Score: -12977759.000000 Penalty: 3847.541748
	Iteration 67Q: 3 clusters Score -1.297776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 136525 members 
Entering Unmasked Estep 
Score: -12977764.000000 Penalty: 3847.541748
	Iteration 68Q: 3 clusters Score -1.297776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -12977767.000000 Penalty: 3847.541748
	Iteration 69Q: 3 clusters Score -1.297777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -12977756.000000 Penalty: 3847.541748
	Iteration 70Q: 3 clusters Score -1.297776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -12977753.000000 Penalty: 3847.541748
	Iteration 71Q: 3 clusters Score -1.297775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -12977759.000000 Penalty: 3847.541748
	Iteration 72Q: 3 clusters Score -1.297776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 136558 members 
Entering Unmasked Estep 
Score: -12977745.000000 Penalty: 3847.541748
	Iteration 73Q: 3 clusters Score -1.297774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -12977742.000000 Penalty: 3847.541748
	Iteration 74Q: 3 clusters Score -1.297774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -12977747.000000 Penalty: 3847.541748
	Iteration 75Q: 3 clusters Score -1.297775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -12977753.000000 Penalty: 3847.541748
	Iteration 76Q: 3 clusters Score -1.297775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -12977753.000000 Penalty: 3847.541748
	Iteration 77F: 3 clusters Score -1.297775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (121125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121125 members 
Entering Unmasked Estep 
Score: -11386492.000000 Penalty: 1901.994019
	Iteration 0F: 2 clusters Score -1.138649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -11305961.000000 Penalty: 3803.988037
	Iteration 0F: 3 clusters Score -1.130596e+07 nChanged 58041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -11342079.000000 Penalty: 3803.988037
	Iteration 1F: 3 clusters Score -1.134208e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -11344986.000000 Penalty: 3803.988037
	Iteration 2Q: 3 clusters Score -1.134499e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -11349542.000000 Penalty: 3803.988037
	Iteration 3F: 3 clusters Score -1.134954e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -11356288.000000 Penalty: 3803.988037
	Iteration 4F: 3 clusters Score -1.135629e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -11364305.000000 Penalty: 3803.988037
	Iteration 5F: 3 clusters Score -1.13643e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -11370634.000000 Penalty: 3803.988037
	Iteration 6F: 3 clusters Score -1.137063e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -11373295.000000 Penalty: 3803.988037
	Iteration 7Q: 3 clusters Score -1.13733e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -11374483.000000 Penalty: 3803.988037
	Iteration 8Q: 3 clusters Score -1.137448e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -11375232.000000 Penalty: 3803.988037
	Iteration 9Q: 3 clusters Score -1.137523e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -11375932.000000 Penalty: 3803.988037
	Iteration 10Q: 3 clusters Score -1.137593e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -11376605.000000 Penalty: 3803.988037
	Iteration 11Q: 3 clusters Score -1.13766e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -11377114.000000 Penalty: 3803.988037
	Iteration 12Q: 3 clusters Score -1.137711e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -11377751.000000 Penalty: 3803.988037
	Iteration 13Q: 3 clusters Score -1.137775e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -11378370.000000 Penalty: 3803.988037
	Iteration 14Q: 3 clusters Score -1.137837e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -11378906.000000 Penalty: 3803.988037
	Iteration 15Q: 3 clusters Score -1.137891e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -11379343.000000 Penalty: 3803.988037
	Iteration 16Q: 3 clusters Score -1.137934e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -11379750.000000 Penalty: 3803.988037
	Iteration 17Q: 3 clusters Score -1.137975e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -11380118.000000 Penalty: 3803.988037
	Iteration 18Q: 3 clusters Score -1.138012e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108858 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -11380541.000000 Penalty: 3803.988037
	Iteration 19Q: 3 clusters Score -1.138054e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -11380938.000000 Penalty: 3803.988037
	Iteration 20F: 3 clusters Score -1.138094e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -11381341.000000 Penalty: 3803.988037
	Iteration 21Q: 3 clusters Score -1.138134e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -11381729.000000 Penalty: 3803.988037
	Iteration 22Q: 3 clusters Score -1.138173e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -11382045.000000 Penalty: 3803.988037
	Iteration 23Q: 3 clusters Score -1.138204e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -11382310.000000 Penalty: 3803.988037
	Iteration 24Q: 3 clusters Score -1.138231e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114365 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -11382613.000000 Penalty: 3803.988037
	Iteration 25Q: 3 clusters Score -1.138261e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115090 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -11382946.000000 Penalty: 3803.988037
	Iteration 26Q: 3 clusters Score -1.138295e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -11383251.000000 Penalty: 3803.988037
	Iteration 27Q: 3 clusters Score -1.138325e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11383510.000000 Penalty: 3803.988037
	Iteration 28Q: 3 clusters Score -1.138351e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116947 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -11383667.000000 Penalty: 3803.988037
	Iteration 29Q: 3 clusters Score -1.138367e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -11383901.000000 Penalty: 3803.988037
	Iteration 30Q: 3 clusters Score -1.13839e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -11384051.000000 Penalty: 3803.988037
	Iteration 31Q: 3 clusters Score -1.138405e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -11384185.000000 Penalty: 3803.988037
	Iteration 32Q: 3 clusters Score -1.138418e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -11384301.000000 Penalty: 3803.988037
	Iteration 33Q: 3 clusters Score -1.13843e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118800 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -11384353.000000 Penalty: 3803.988037
	Iteration 34Q: 3 clusters Score -1.138435e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11384442.000000 Penalty: 3803.988037
	Iteration 35Q: 3 clusters Score -1.138444e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119172 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11384500.000000 Penalty: 3803.988037
	Iteration 36Q: 3 clusters Score -1.13845e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11384569.000000 Penalty: 3803.988037
	Iteration 37Q: 3 clusters Score -1.138457e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11384628.000000 Penalty: 3803.988037
	Iteration 38Q: 3 clusters Score -1.138463e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119583 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11384681.000000 Penalty: 3803.988037
	Iteration 39Q: 3 clusters Score -1.138468e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11384713.000000 Penalty: 3803.988037
	Iteration 40F: 3 clusters Score -1.138471e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119779 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -11384758.000000 Penalty: 3803.988037
	Iteration 41Q: 3 clusters Score -1.138476e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119858 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11384809.000000 Penalty: 3803.988037
	Iteration 42Q: 3 clusters Score -1.138481e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119938 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11384835.000000 Penalty: 3803.988037
	Iteration 43Q: 3 clusters Score -1.138484e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11384865.000000 Penalty: 3803.988037
	Iteration 44Q: 3 clusters Score -1.138486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120040 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11384869.000000 Penalty: 3803.988037
	Iteration 45Q: 3 clusters Score -1.138487e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120077 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11384875.000000 Penalty: 3803.988037
	Iteration 46Q: 3 clusters Score -1.138488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120118 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11384880.000000 Penalty: 3803.988037
	Iteration 47Q: 3 clusters Score -1.138488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120150 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11384893.000000 Penalty: 3803.988037
	Iteration 48Q: 3 clusters Score -1.138489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120177 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11384901.000000 Penalty: 3803.988037
	Iteration 49Q: 3 clusters Score -1.13849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120196 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11384915.000000 Penalty: 3803.988037
	Iteration 50Q: 3 clusters Score -1.138492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11384929.000000 Penalty: 3803.988037
	Iteration 51Q: 3 clusters Score -1.138493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120218 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11384932.000000 Penalty: 3803.988037
	Iteration 52Q: 3 clusters Score -1.138493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120226 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11384943.000000 Penalty: 3803.988037
	Iteration 53Q: 3 clusters Score -1.138494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11384942.000000 Penalty: 3803.988037
	Iteration 54Q: 3 clusters Score -1.138494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120240 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11384943.000000 Penalty: 3803.988037
	Iteration 55Q: 3 clusters Score -1.138494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120246 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11384941.000000 Penalty: 3803.988037
	Iteration 56Q: 3 clusters Score -1.138494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120255 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11384962.000000 Penalty: 3803.988037
	Iteration 57Q: 3 clusters Score -1.138496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11384951.000000 Penalty: 3803.988037
	Iteration 58Q: 3 clusters Score -1.138495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11384962.000000 Penalty: 3803.988037
	Iteration 59Q: 3 clusters Score -1.138496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120295 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11384983.000000 Penalty: 3803.988037
	Iteration 60F: 3 clusters Score -1.138498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11384984.000000 Penalty: 3803.988037
	Iteration 61Q: 3 clusters Score -1.138498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120309 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11384984.000000 Penalty: 3803.988037
	Iteration 62Q: 3 clusters Score -1.138498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11384989.000000 Penalty: 3803.988037
	Iteration 63Q: 3 clusters Score -1.138499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11384985.000000 Penalty: 3803.988037
	Iteration 64Q: 3 clusters Score -1.138498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11384983.000000 Penalty: 3803.988037
	Iteration 65Q: 3 clusters Score -1.138498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11384985.000000 Penalty: 3803.988037
	Iteration 66Q: 3 clusters Score -1.138498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120324 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11384983.000000 Penalty: 3803.988037
	Iteration 67Q: 3 clusters Score -1.138498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11384982.000000 Penalty: 3803.988037
	Iteration 68Q: 3 clusters Score -1.138498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11384982.000000 Penalty: 3803.988037
	Iteration 69Q: 3 clusters Score -1.138498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11384982.000000 Penalty: 3803.988037
	Iteration 70F: 3 clusters Score -1.138498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Entering Unmasked Estep 
Score: -1133011.875000 Penalty: 1525.506714
	Iteration 0F: 2 clusters Score -1133012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1124626.250000 Penalty: 3051.013428
	Iteration 0F: 3 clusters Score -1124626 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1127515.500000 Penalty: 3051.013428
	Iteration 1F: 3 clusters Score -1127516 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1127828.500000 Penalty: 3051.013428
	Iteration 2F: 3 clusters Score -1127828 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1128128.750000 Penalty: 3051.013428
	Iteration 3F: 3 clusters Score -1128129 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1128460.375000 Penalty: 3051.013428
	Iteration 4F: 3 clusters Score -1128460 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1128843.875000 Penalty: 3051.013428
	Iteration 5F: 3 clusters Score -1128844 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1129317.000000 Penalty: 3051.013428
	Iteration 6F: 3 clusters Score -1129317 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1129808.375000 Penalty: 3051.013428
	Iteration 7F: 3 clusters Score -1129808 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1130320.500000 Penalty: 3051.013428
	Iteration 8F: 3 clusters Score -1130320 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1130848.375000 Penalty: 3051.013428
	Iteration 9Q: 3 clusters Score -1130848 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1131243.125000 Penalty: 3051.013428
	Iteration 10Q: 3 clusters Score -1131243 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1131434.750000 Penalty: 3051.013428
	Iteration 11Q: 3 clusters Score -1131435 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1131510.250000 Penalty: 3051.013428
	Iteration 12Q: 3 clusters Score -1131510 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1131561.000000 Penalty: 3051.013428
	Iteration 13Q: 3 clusters Score -1131561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1131607.250000 Penalty: 3051.013428
	Iteration 14Q: 3 clusters Score -1131607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1131632.625000 Penalty: 3051.013428
	Iteration 15Q: 3 clusters Score -1131633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1131648.000000 Penalty: 3051.013428
	Iteration 16Q: 3 clusters Score -1131648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1131664.875000 Penalty: 3051.013428
	Iteration 17Q: 3 clusters Score -1131665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1131673.375000 Penalty: 3051.013428
	Iteration 18Q: 3 clusters Score -1131673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1131679.500000 Penalty: 3051.013428
	Iteration 19Q: 3 clusters Score -1131680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1131684.750000 Penalty: 3051.013428
	Iteration 20F: 3 clusters Score -1131685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1131687.750000 Penalty: 3051.013428
	Iteration 21Q: 3 clusters Score -1131688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1131689.750000 Penalty: 3051.013428
	Iteration 22Q: 3 clusters Score -1131690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1131693.375000 Penalty: 3051.013428
	Iteration 23Q: 3 clusters Score -1131693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1131695.625000 Penalty: 3051.013428
	Iteration 24Q: 3 clusters Score -1131696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1131700.750000 Penalty: 3051.013428
	Iteration 25Q: 3 clusters Score -1131701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1131701.000000 Penalty: 3051.013428
	Iteration 26Q: 3 clusters Score -1131701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1131705.625000 Penalty: 3051.013428
	Iteration 27Q: 3 clusters Score -1131706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1131708.250000 Penalty: 3051.013428
	Iteration 28Q: 3 clusters Score -1131708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1131711.000000 Penalty: 3051.013428
	Iteration 29Q: 3 clusters Score -1131711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1131712.875000 Penalty: 3051.013428
	Iteration 30Q: 3 clusters Score -1131713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1131715.250000 Penalty: 3051.013428
	Iteration 31Q: 3 clusters Score -1131715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1131717.625000 Penalty: 3051.013428
	Iteration 32Q: 3 clusters Score -1131718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1131724.625000 Penalty: 3051.013428
	Iteration 33Q: 3 clusters Score -1131725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1131730.875000 Penalty: 3051.013428
	Iteration 34Q: 3 clusters Score -1131731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1131730.875000 Penalty: 3051.013428
	Iteration 35Q: 3 clusters Score -1131731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1131734.875000 Penalty: 3051.013428
	Iteration 36Q: 3 clusters Score -1131735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1131737.000000 Penalty: 3051.013428
	Iteration 37Q: 3 clusters Score -1131737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1131736.125000 Penalty: 3051.013428
	Iteration 38Q: 3 clusters Score -1131736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1131745.500000 Penalty: 3051.013428
	Iteration 39Q: 3 clusters Score -1131746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1131750.625000 Penalty: 3051.013428
	Iteration 40F: 3 clusters Score -1131751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1131754.625000 Penalty: 3051.013428
	Iteration 41Q: 3 clusters Score -1131755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1131757.625000 Penalty: 3051.013428
	Iteration 42Q: 3 clusters Score -1131758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1131759.750000 Penalty: 3051.013428
	Iteration 43Q: 3 clusters Score -1131760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1131762.250000 Penalty: 3051.013428
	Iteration 44Q: 3 clusters Score -1131762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1131764.875000 Penalty: 3051.013428
	Iteration 45Q: 3 clusters Score -1131765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1131766.000000 Penalty: 3051.013428
	Iteration 46Q: 3 clusters Score -1131766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1131770.000000 Penalty: 3051.013428
	Iteration 47Q: 3 clusters Score -1131770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1131769.000000 Penalty: 3051.013428
	Iteration 48Q: 3 clusters Score -1131769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1131771.250000 Penalty: 3051.013428
	Iteration 49Q: 3 clusters Score -1131771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1131772.250000 Penalty: 3051.013428
	Iteration 50Q: 3 clusters Score -1131772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1131771.875000 Penalty: 3051.013428
	Iteration 51Q: 3 clusters Score -1131772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1131772.500000 Penalty: 3051.013428
	Iteration 52Q: 3 clusters Score -1131772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1131773.000000 Penalty: 3051.013428
	Iteration 53Q: 3 clusters Score -1131773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1131772.875000 Penalty: 3051.013428
	Iteration 54Q: 3 clusters Score -1131773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1131773.750000 Penalty: 3051.013428
	Iteration 55Q: 3 clusters Score -1131774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1131773.750000 Penalty: 3051.013428
	Iteration 56F: 3 clusters Score -1131774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Entering Unmasked Estep 
Score: -2925822.750000 Penalty: 1679.333496
	Iteration 0F: 2 clusters Score -2925823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2905095.250000 Penalty: 3358.666992
	Iteration 0F: 3 clusters Score -2905095 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2912823.250000 Penalty: 3358.666992
	Iteration 1F: 3 clusters Score -2912823 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2913151.500000 Penalty: 3358.666992
	Iteration 2Q: 3 clusters Score -2913152 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2913508.000000 Penalty: 3358.666992
	Iteration 3Q: 3 clusters Score -2913508 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2913835.250000 Penalty: 3358.666992
	Iteration 4Q: 3 clusters Score -2913835 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2914189.250000 Penalty: 3358.666992
	Iteration 5Q: 3 clusters Score -2914189 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2914628.250000 Penalty: 3358.666992
	Iteration 6Q: 3 clusters Score -2914628 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2915303.750000 Penalty: 3358.666992
	Iteration 7Q: 3 clusters Score -2915304 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2916314.750000 Penalty: 3358.666992
	Iteration 8F: 3 clusters Score -2916315 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2917705.750000 Penalty: 3358.666992
	Iteration 9F: 3 clusters Score -2917706 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2919403.000000 Penalty: 3358.666992
	Iteration 10F: 3 clusters Score -2919403 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2920921.250000 Penalty: 3358.666992
	Iteration 11F: 3 clusters Score -2920921 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2921939.250000 Penalty: 3358.666992
	Iteration 12Q: 3 clusters Score -2921939 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2922521.500000 Penalty: 3358.666992
	Iteration 13Q: 3 clusters Score -2922522 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2922921.500000 Penalty: 3358.666992
	Iteration 14Q: 3 clusters Score -2922922 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2923218.750000 Penalty: 3358.666992
	Iteration 15Q: 3 clusters Score -2923219 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2923483.750000 Penalty: 3358.666992
	Iteration 16Q: 3 clusters Score -2923484 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2923674.000000 Penalty: 3358.666992
	Iteration 17Q: 3 clusters Score -2923674 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2923841.250000 Penalty: 3358.666992
	Iteration 18Q: 3 clusters Score -2923841 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2923963.750000 Penalty: 3358.666992
	Iteration 19Q: 3 clusters Score -2923964 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2924066.500000 Penalty: 3358.666992
	Iteration 20F: 3 clusters Score -2924066 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2924142.750000 Penalty: 3358.666992
	Iteration 21Q: 3 clusters Score -2924143 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2924213.750000 Penalty: 3358.666992
	Iteration 22Q: 3 clusters Score -2924214 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2924281.750000 Penalty: 3358.666992
	Iteration 23Q: 3 clusters Score -2924282 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2924359.250000 Penalty: 3358.666992
	Iteration 24Q: 3 clusters Score -2924359 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2924389.750000 Penalty: 3358.666992
	Iteration 25Q: 3 clusters Score -2924390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2924426.250000 Penalty: 3358.666992
	Iteration 26Q: 3 clusters Score -2924426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2924447.500000 Penalty: 3358.666992
	Iteration 27Q: 3 clusters Score -2924448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2924461.250000 Penalty: 3358.666992
	Iteration 28Q: 3 clusters Score -2924461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2924487.000000 Penalty: 3358.666992
	Iteration 29Q: 3 clusters Score -2924487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2924503.750000 Penalty: 3358.666992
	Iteration 30Q: 3 clusters Score -2924504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2924514.250000 Penalty: 3358.666992
	Iteration 31Q: 3 clusters Score -2924514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2924521.750000 Penalty: 3358.666992
	Iteration 32Q: 3 clusters Score -2924522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2924528.750000 Penalty: 3358.666992
	Iteration 33Q: 3 clusters Score -2924529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2924537.250000 Penalty: 3358.666992
	Iteration 34Q: 3 clusters Score -2924537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2924545.250000 Penalty: 3358.666992
	Iteration 35Q: 3 clusters Score -2924545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2924547.250000 Penalty: 3358.666992
	Iteration 36Q: 3 clusters Score -2924547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2924558.250000 Penalty: 3358.666992
	Iteration 37Q: 3 clusters Score -2924558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2924571.250000 Penalty: 3358.666992
	Iteration 38Q: 3 clusters Score -2924571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2924570.250000 Penalty: 3358.666992
	Iteration 39Q: 3 clusters Score -2924570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2924585.750000 Penalty: 3358.666992
	Iteration 40F: 3 clusters Score -2924586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2924586.750000 Penalty: 3358.666992
	Iteration 41Q: 3 clusters Score -2924587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2924595.750000 Penalty: 3358.666992
	Iteration 42Q: 3 clusters Score -2924596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2924605.750000 Penalty: 3358.666992
	Iteration 43Q: 3 clusters Score -2924606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2924606.250000 Penalty: 3358.666992
	Iteration 44Q: 3 clusters Score -2924606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2924610.000000 Penalty: 3358.666992
	Iteration 45Q: 3 clusters Score -2924610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2924612.750000 Penalty: 3358.666992
	Iteration 46Q: 3 clusters Score -2924613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2924612.000000 Penalty: 3358.666992
	Iteration 47Q: 3 clusters Score -2924612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2924610.750000 Penalty: 3358.666992
	Iteration 48Q: 3 clusters Score -2924611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2924612.750000 Penalty: 3358.666992
	Iteration 49Q: 3 clusters Score -2924613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2924612.000000 Penalty: 3358.666992
	Iteration 50Q: 3 clusters Score -2924612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2924612.250000 Penalty: 3358.666992
	Iteration 51Q: 3 clusters Score -2924612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2924618.750000 Penalty: 3358.666992
	Iteration 52Q: 3 clusters Score -2924619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2924613.500000 Penalty: 3358.666992
	Iteration 53Q: 3 clusters Score -2924614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2924621.250000 Penalty: 3358.666992
	Iteration 54Q: 3 clusters Score -2924621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2924621.750000 Penalty: 3358.666992
	Iteration 55Q: 3 clusters Score -2924622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2924624.500000 Penalty: 3358.666992
	Iteration 56Q: 3 clusters Score -2924624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2924627.250000 Penalty: 3358.666992
	Iteration 57Q: 3 clusters Score -2924627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2924628.750000 Penalty: 3358.666992
	Iteration 58Q: 3 clusters Score -2924629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2924633.250000 Penalty: 3358.666992
	Iteration 59Q: 3 clusters Score -2924633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2924634.250000 Penalty: 3358.666992
	Iteration 60F: 3 clusters Score -2924634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2924634.250000 Penalty: 3358.666992
	Iteration 61Q: 3 clusters Score -2924634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2924635.500000 Penalty: 3358.666992
	Iteration 62Q: 3 clusters Score -2924636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2924638.750000 Penalty: 3358.666992
	Iteration 63Q: 3 clusters Score -2924639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2924638.750000 Penalty: 3358.666992
	Iteration 64Q: 3 clusters Score -2924639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2924638.750000 Penalty: 3358.666992
	Iteration 65Q: 3 clusters Score -2924639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2924642.500000 Penalty: 3358.666992
	Iteration 66Q: 3 clusters Score -2924642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2924643.250000 Penalty: 3358.666992
	Iteration 67Q: 3 clusters Score -2924643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2924640.500000 Penalty: 3358.666992
	Iteration 68Q: 3 clusters Score -2924640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2924640.000000 Penalty: 3358.666992
	Iteration 69Q: 3 clusters Score -2924640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2924640.000000 Penalty: 3358.666992
	Iteration 70F: 3 clusters Score -2924640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -341699.437500 Penalty: 1342.035767
	Iteration 0F: 2 clusters Score -341699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -338435.406250 Penalty: 2684.071533
	Iteration 0F: 3 clusters Score -338435.4 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -339293.593750 Penalty: 2684.071533
	Iteration 1F: 3 clusters Score -339293.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -339462.187500 Penalty: 2684.071533
	Iteration 2F: 3 clusters Score -339462.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -339565.843750 Penalty: 2684.071533
	Iteration 3F: 3 clusters Score -339565.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -339637.093750 Penalty: 2684.071533
	Iteration 4Q: 3 clusters Score -339637.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -339696.437500 Penalty: 2684.071533
	Iteration 5Q: 3 clusters Score -339696.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -339743.875000 Penalty: 2684.071533
	Iteration 6Q: 3 clusters Score -339743.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -339787.531250 Penalty: 2684.071533
	Iteration 7Q: 3 clusters Score -339787.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -339830.843750 Penalty: 2684.071533
	Iteration 8Q: 3 clusters Score -339830.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -339884.593750 Penalty: 2684.071533
	Iteration 9Q: 3 clusters Score -339884.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -339945.156250 Penalty: 2684.071533
	Iteration 10Q: 3 clusters Score -339945.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -340028.937500 Penalty: 2684.071533
	Iteration 11Q: 3 clusters Score -340028.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -340156.750000 Penalty: 2684.071533
	Iteration 12Q: 3 clusters Score -340156.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -340302.968750 Penalty: 2684.071533
	Iteration 13Q: 3 clusters Score -340303 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -340469.312500 Penalty: 2684.071533
	Iteration 14Q: 3 clusters Score -340469.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -340648.281250 Penalty: 2684.071533
	Iteration 15Q: 3 clusters Score -340648.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -340825.656250 Penalty: 2684.071533
	Iteration 16Q: 3 clusters Score -340825.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -340995.218750 Penalty: 2684.071533
	Iteration 17Q: 3 clusters Score -340995.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -341134.156250 Penalty: 2684.071533
	Iteration 18Q: 3 clusters Score -341134.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -341194.406250 Penalty: 2684.071533
	Iteration 19Q: 3 clusters Score -341194.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -341226.812500 Penalty: 2684.071533
	Iteration 20F: 3 clusters Score -341226.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -341256.656250 Penalty: 2684.071533
	Iteration 21Q: 3 clusters Score -341256.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -341272.375000 Penalty: 2684.071533
	Iteration 22Q: 3 clusters Score -341272.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -341282.937500 Penalty: 2684.071533
	Iteration 23Q: 3 clusters Score -341282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -341291.218750 Penalty: 2684.071533
	Iteration 24Q: 3 clusters Score -341291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -341294.343750 Penalty: 2684.071533
	Iteration 25Q: 3 clusters Score -341294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -341296.437500 Penalty: 2684.071533
	Iteration 26Q: 3 clusters Score -341296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -341298.500000 Penalty: 2684.071533
	Iteration 27Q: 3 clusters Score -341298.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -341300.281250 Penalty: 2684.071533
	Iteration 28Q: 3 clusters Score -341300.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -341300.281250 Penalty: 2684.071533
	Iteration 29F: 3 clusters Score -341300.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -17862.662109 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -17862.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17052.767578 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -17052.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17327.492188 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -17327.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17485.218750 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -17485.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17595.511719 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -17595.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17633.371094 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -17633.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17642.552734 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -17642.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17650.500000 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -17650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17650.500000 Penalty: 1924.512939
	Iteration 7F: 3 clusters Score -17650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -54998.496094 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -54998.5 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 328 members 
Entering Unmasked Estep 
Score: -53805.910156 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -53805.91 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53967.664062 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -53967.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54030.328125 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -54030.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54075.753906 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -54075.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54101.535156 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -54101.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54121.871094 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -54121.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54140.253906 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -54140.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54153.570312 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -54153.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54159.718750 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -54159.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54167.785156 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -54167.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54177.128906 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -54177.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54184.679688 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -54184.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54186.097656 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -54186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54187.062500 Penalty: 2107.506592
	Iteration 13Q: 3 clusters Score -54187.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54187.062500 Penalty: 2107.506592
	Iteration 14F: 3 clusters Score -54187.06 nChanged 0
--- Evaluating fit on full set of 2178069 points ---
Entering Unmasked Estep 
Score: -200655664.000000 Penalty: 45058.820312
20->20 Clusters: Score -200655664.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 726023 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 36190 members 
Mstep: Class 3 contains 36475 members 
Mstep: Class 4 contains 36665 members 
Mstep: Class 5 contains 36069 members 
Mstep: Class 6 contains 36163 members 
Mstep: Class 7 contains 36277 members 
Mstep: Class 8 contains 36175 members 
Mstep: Class 9 contains 36118 members 
Mstep: Class 10 contains 36122 members 
Mstep: Class 11 contains 36423 members 
Mstep: Class 12 contains 36213 members 
Mstep: Class 13 contains 36242 members 
Mstep: Class 14 contains 36297 members 
Mstep: Class 15 contains 36360 members 
Mstep: Class 16 contains 36550 members 
Mstep: Class 17 contains 36610 members 
Mstep: Class 18 contains 36398 members 
Mstep: Class 19 contains 36120 members 
Mstep: Class 20 contains 36178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1476.227661 but Gain 2192.992188
Score: -63794052.000000 Penalty: 41666.851562
Iteration 0F: 20 clusters Score -6.379405e+07 nChanged 688673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1792 members 
Mstep: Class 2 contains 23227 members 
Mstep: Class 3 contains 13143 members 
Mstep: Class 4 contains 35847 members 
Mstep: Class 5 contains 28998 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 20796 members 
Mstep: Class 8 contains 46866 members 
Mstep: Class 9 contains 10201 members 
Mstep: Class 10 contains 26307 members 
Mstep: Class 11 contains 15839 members 
Mstep: Class 12 contains 45615 members 
Mstep: Class 13 contains 65945 members 
Mstep: Class 14 contains 68018 members 
Mstep: Class 15 contains 18206 members 
Mstep: Class 16 contains 30634 members 
Mstep: Class 17 contains 18142 members 
Mstep: Class 18 contains 93042 members 
Mstep: Class 19 contains 27169 members 
Mstep: Class 20 contains 60519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65368360.000000 Penalty: 41666.851562
Iteration 1F: 20 clusters Score -6.536836e+07 nChanged 212783
Entering Unmasked Mstep 
Mstep: Class 0 contains 1616 members 
Mstep: Class 2 contains 17006 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 27923 members 
Mstep: Class 5 contains 35495 members 
Mstep: Class 6 contains 97317 members 
Mstep: Class 7 contains 14254 members 
Mstep: Class 8 contains 43645 members 
Mstep: Class 9 contains 6019 members 
Mstep: Class 10 contains 21249 members 
Mstep: Class 11 contains 9735 members 
Mstep: Class 12 contains 45779 members 
Mstep: Class 13 contains 83914 members 
Mstep: Class 14 contains 68513 members 
Mstep: Class 15 contains 11476 members 
Mstep: Class 16 contains 24878 members 
Mstep: Class 17 contains 14176 members 
Mstep: Class 18 contains 103043 members 
Mstep: Class 19 contains 19446 members 
Mstep: Class 20 contains 63427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65669468.000000 Penalty: 41666.851562
Iteration 2F: 20 clusters Score -6.566947e+07 nChanged 152504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1279 members 
Mstep: Class 2 contains 16351 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 20956 members 
Mstep: Class 5 contains 43053 members 
Mstep: Class 6 contains 106586 members 
Mstep: Class 7 contains 9725 members 
Mstep: Class 8 contains 41539 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 41456 members 
Mstep: Class 13 contains 99936 members 
Mstep: Class 14 contains 66316 members 
Mstep: Class 15 contains 8280 members 
Mstep: Class 16 contains 18624 members 
Mstep: Class 17 contains 15158 members 
Mstep: Class 18 contains 118202 members 
Mstep: Class 19 contains 18846 members 
Mstep: Class 20 contains 58961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65850852.000000 Penalty: 41666.851562
Iteration 3F: 20 clusters Score -6.585085e+07 nChanged 128401
Entering Unmasked Mstep 
Mstep: Class 0 contains 895 members 
Mstep: Class 2 contains 18215 members 
Mstep: Class 3 contains 9008 members 
Mstep: Class 4 contains 14914 members 
Mstep: Class 5 contains 51995 members 
Mstep: Class 6 contains 110981 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 39098 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 11201 members 
Mstep: Class 11 contains 3870 members 
Mstep: Class 12 contains 35316 members 
Mstep: Class 13 contains 115807 members 
Mstep: Class 14 contains 60367 members 
Mstep: Class 15 contains 6617 members 
Mstep: Class 16 contains 12651 members 
Mstep: Class 17 contains 16346 members 
Mstep: Class 18 contains 139683 members 
Mstep: Class 19 contains 20613 members 
Mstep: Class 20 contains 49543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65995404.000000 Penalty: 41666.851562
Iteration 4F: 20 clusters Score -6.59954e+07 nChanged 111503
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 2 contains 17827 members 
Mstep: Class 3 contains 6394 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 61428 members 
Mstep: Class 6 contains 111126 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 36932 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 2516 members 
Mstep: Class 12 contains 29110 members 
Mstep: Class 13 contains 130774 members 
Mstep: Class 14 contains 50792 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 16029 members 
Mstep: Class 18 contains 167138 members 
Mstep: Class 19 contains 21490 members 
Mstep: Class 20 contains 36953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66098896.000000 Penalty: 41666.851562
Iteration 5F: 20 clusters Score -6.60989e+07 nChanged 98174
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 2 contains 16163 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 5 contains 70154 members 
Mstep: Class 6 contains 105862 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 35279 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 23621 members 
Mstep: Class 13 contains 143702 members 
Mstep: Class 14 contains 38202 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 4983 members 
Mstep: Class 17 contains 15041 members 
Mstep: Class 18 contains 199811 members 
Mstep: Class 19 contains 21656 members 
Mstep: Class 20 contains 23658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1508.428589 but Gain 2192.992188
Score: -66180608.000000 Penalty: 39473.859375
Iteration 6F: 19 clusters Score -6.618061e+07 nChanged 87498
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 2 contains 14565 members 
Mstep: Class 3 contains 5478 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 77596 members 
Mstep: Class 6 contains 94471 members 
Mstep: Class 8 contains 33902 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 2835 members 
Mstep: Class 11 contains 1354 members 
Mstep: Class 12 contains 19134 members 
Mstep: Class 13 contains 154283 members 
Mstep: Class 14 contains 25285 members 
Mstep: Class 15 contains 4133 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 14298 members 
Mstep: Class 18 contains 234500 members 
Mstep: Class 19 contains 21423 members 
Mstep: Class 20 contains 13103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2069.854492 but Gain 2192.992188
Score: -66249092.000000 Penalty: 37280.867188
Iteration 7F: 18 clusters Score -6.624909e+07 nChanged 75409
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 2 contains 13242 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 5 contains 83502 members 
Mstep: Class 6 contains 78149 members 
Mstep: Class 8 contains 32146 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 1926 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 15245 members 
Mstep: Class 13 contains 161950 members 
Mstep: Class 14 contains 14692 members 
Mstep: Class 15 contains 3607 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 17 contains 14279 members 
Mstep: Class 18 contains 268216 members 
Mstep: Class 19 contains 20888 members 
Mstep: Class 20 contains 6613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1796.593750 but Gain 2192.992188
Score: -66305128.000000 Penalty: 35087.875000
Iteration 8F: 17 clusters Score -6.630513e+07 nChanged 61072
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 2 contains 12260 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 5 contains 87921 members 
Mstep: Class 6 contains 61001 members 
Mstep: Class 8 contains 30158 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 12033 members 
Mstep: Class 13 contains 167012 members 
Mstep: Class 14 contains 7681 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 14035 members 
Mstep: Class 18 contains 296087 members 
Mstep: Class 19 contains 20235 members 
Mstep: Class 20 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66344832.000000 Penalty: 35087.875000
Iteration 9F: 17 clusters Score -6.634483e+07 nChanged 46557
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 2 contains 11513 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 5 contains 90932 members 
Mstep: Class 6 contains 46415 members 
Mstep: Class 8 contains 28107 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 9445 members 
Mstep: Class 13 contains 169722 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 14046 members 
Mstep: Class 18 contains 316436 members 
Mstep: Class 19 contains 19989 members 
Mstep: Class 20 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66359288.000000 Penalty: 35087.875000
Iteration 10F: 17 clusters Score -6.635929e+07 nChanged 37796
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 2 contains 10971 members 
Mstep: Class 3 contains 4601 members 
Mstep: Class 5 contains 93550 members 
Mstep: Class 6 contains 37172 members 
Mstep: Class 8 contains 26625 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 11 contains 1344 members 
Mstep: Class 12 contains 7550 members 
Mstep: Class 13 contains 173825 members 
Mstep: Class 14 contains 2516 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 1478 members 
Mstep: Class 17 contains 14324 members 
Mstep: Class 18 contains 325909 members 
Mstep: Class 19 contains 19346 members 
Mstep: Class 20 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66361768.000000 Penalty: 35087.875000
Iteration 11F: 17 clusters Score -6.636177e+07 nChanged 29772
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 5 contains 96286 members 
Mstep: Class 6 contains 32072 members 
Mstep: Class 8 contains 25686 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 12 contains 6290 members 
Mstep: Class 13 contains 178906 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 14610 members 
Mstep: Class 18 contains 327185 members 
Mstep: Class 19 contains 18954 members 
Mstep: Class 20 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2186.915039 but Gain 2192.992188
Score: -66363604.000000 Penalty: 32894.882812
Iteration 12Q: 16 clusters Score -6.63636e+07 nChanged 25121
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 5 contains 99523 members 
Mstep: Class 6 contains 29392 members 
Mstep: Class 8 contains 25313 members 
Mstep: Class 9 contains 1679 members 
Mstep: Class 11 contains 1532 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 183512 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 14756 members 
Mstep: Class 18 contains 325797 members 
Mstep: Class 19 contains 18773 members 
Mstep: Class 20 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2120.144043 but Gain 2192.992188
Score: -66367168.000000 Penalty: 30701.890625
Iteration 13Q: 15 clusters Score -6.636717e+07 nChanged 20143
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 9982 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 5 contains 102620 members 
Mstep: Class 6 contains 28014 members 
Mstep: Class 8 contains 25371 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 13 contains 186567 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 2091 members 
Mstep: Class 17 contains 14854 members 
Mstep: Class 18 contains 322691 members 
Mstep: Class 19 contains 18647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66371952.000000 Penalty: 30701.890625
Iteration 14Q: 15 clusters Score -6.637195e+07 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 9840 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 5 contains 105490 members 
Mstep: Class 6 contains 27438 members 
Mstep: Class 8 contains 25702 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 187587 members 
Mstep: Class 15 contains 2948 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 14873 members 
Mstep: Class 18 contains 319191 members 
Mstep: Class 19 contains 18630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66374632.000000 Penalty: 30701.890625
Iteration 15Q: 15 clusters Score -6.637463e+07 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 9760 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 5 contains 108239 members 
Mstep: Class 6 contains 27397 members 
Mstep: Class 8 contains 26248 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 187396 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 316059 members 
Mstep: Class 19 contains 18681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66376844.000000 Penalty: 30701.890625
Iteration 16Q: 15 clusters Score -6.637684e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 9746 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 5 contains 110760 members 
Mstep: Class 6 contains 27665 members 
Mstep: Class 8 contains 26979 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5112 members 
Mstep: Class 13 contains 186378 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 14843 members 
Mstep: Class 18 contains 313293 members 
Mstep: Class 19 contains 18762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66380040.000000 Penalty: 30701.890625
Iteration 17Q: 15 clusters Score -6.638004e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 9740 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 5 contains 112974 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 8 contains 27779 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 184937 members 
Mstep: Class 15 contains 3140 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 14813 members 
Mstep: Class 18 contains 310786 members 
Mstep: Class 19 contains 18847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66382164.000000 Penalty: 30701.890625
Iteration 18Q: 15 clusters Score -6.638216e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 5 contains 114979 members 
Mstep: Class 6 contains 28931 members 
Mstep: Class 8 contains 28681 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 5736 members 
Mstep: Class 13 contains 183080 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 14767 members 
Mstep: Class 18 contains 308625 members 
Mstep: Class 19 contains 18956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66385932.000000 Penalty: 30701.890625
Iteration 19Q: 15 clusters Score -6.638593e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 3222 members 
Mstep: Class 5 contains 116579 members 
Mstep: Class 6 contains 29680 members 
Mstep: Class 8 contains 29556 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 6127 members 
Mstep: Class 13 contains 180947 members 
Mstep: Class 15 contains 3192 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 14699 members 
Mstep: Class 18 contains 307071 members 
Mstep: Class 19 contains 19119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66389468.000000 Penalty: 30701.890625
Iteration 20F: 15 clusters Score -6.638947e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 5 contains 118048 members 
Mstep: Class 6 contains 30528 members 
Mstep: Class 8 contains 30429 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 6578 members 
Mstep: Class 13 contains 178878 members 
Mstep: Class 15 contains 3192 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 305442 members 
Mstep: Class 19 contains 19156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66393504.000000 Penalty: 30701.890625
Iteration 21Q: 15 clusters Score -6.63935e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 9765 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 5 contains 119244 members 
Mstep: Class 6 contains 31379 members 
Mstep: Class 8 contains 31315 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 7121 members 
Mstep: Class 13 contains 176849 members 
Mstep: Class 15 contains 3229 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 14553 members 
Mstep: Class 18 contains 303987 members 
Mstep: Class 19 contains 19279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66396364.000000 Penalty: 30701.890625
Iteration 22Q: 15 clusters Score -6.639636e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 2 contains 9772 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 5 contains 120152 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 8 contains 32232 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 7744 members 
Mstep: Class 13 contains 174945 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 3557 members 
Mstep: Class 17 contains 14455 members 
Mstep: Class 18 contains 302724 members 
Mstep: Class 19 contains 19432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66398080.000000 Penalty: 30701.890625
Iteration 23Q: 15 clusters Score -6.639808e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9782 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 5 contains 120933 members 
Mstep: Class 6 contains 32976 members 
Mstep: Class 8 contains 33164 members 
Mstep: Class 9 contains 1375 members 
Mstep: Class 11 contains 1817 members 
Mstep: Class 12 contains 8412 members 
Mstep: Class 13 contains 173191 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 3515 members 
Mstep: Class 17 contains 14357 members 
Mstep: Class 18 contains 301383 members 
Mstep: Class 19 contains 19554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66399632.000000 Penalty: 30701.890625
Iteration 24Q: 15 clusters Score -6.639963e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 5 contains 121537 members 
Mstep: Class 6 contains 33708 members 
Mstep: Class 8 contains 34117 members 
Mstep: Class 9 contains 1371 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 9095 members 
Mstep: Class 13 contains 171553 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 14230 members 
Mstep: Class 18 contains 300116 members 
Mstep: Class 19 contains 19670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66400936.000000 Penalty: 30701.890625
Iteration 25Q: 15 clusters Score -6.640094e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 5 contains 122006 members 
Mstep: Class 6 contains 34311 members 
Mstep: Class 8 contains 34971 members 
Mstep: Class 9 contains 1368 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 9850 members 
Mstep: Class 13 contains 170084 members 
Mstep: Class 15 contains 3336 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 14101 members 
Mstep: Class 18 contains 298966 members 
Mstep: Class 19 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66402544.000000 Penalty: 30701.890625
Iteration 26Q: 15 clusters Score -6.640254e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 5 contains 122359 members 
Mstep: Class 6 contains 34837 members 
Mstep: Class 8 contains 35753 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 10632 members 
Mstep: Class 13 contains 168643 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 3466 members 
Mstep: Class 17 contains 13953 members 
Mstep: Class 18 contains 297992 members 
Mstep: Class 19 contains 19891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66403756.000000 Penalty: 30701.890625
Iteration 27Q: 15 clusters Score -6.640376e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9803 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 5 contains 122601 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 8 contains 36444 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 11445 members 
Mstep: Class 13 contains 167331 members 
Mstep: Class 15 contains 3378 members 
Mstep: Class 16 contains 3464 members 
Mstep: Class 17 contains 13817 members 
Mstep: Class 18 contains 297188 members 
Mstep: Class 19 contains 20026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66404808.000000 Penalty: 30701.890625
Iteration 28Q: 15 clusters Score -6.640481e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 1993 members 
Mstep: Class 5 contains 122758 members 
Mstep: Class 6 contains 35521 members 
Mstep: Class 8 contains 37191 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 12266 members 
Mstep: Class 13 contains 166135 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 3445 members 
Mstep: Class 17 contains 13673 members 
Mstep: Class 18 contains 296360 members 
Mstep: Class 19 contains 20158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66405420.000000 Penalty: 30701.890625
Iteration 29Q: 15 clusters Score -6.640542e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 1979 members 
Mstep: Class 5 contains 122937 members 
Mstep: Class 6 contains 35744 members 
Mstep: Class 8 contains 37926 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 13097 members 
Mstep: Class 13 contains 165293 members 
Mstep: Class 15 contains 3432 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 295267 members 
Mstep: Class 19 contains 20279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66405768.000000 Penalty: 30701.890625
Iteration 30Q: 15 clusters Score -6.640577e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 5 contains 123157 members 
Mstep: Class 6 contains 35869 members 
Mstep: Class 8 contains 38717 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 13 contains 164667 members 
Mstep: Class 15 contains 3464 members 
Mstep: Class 16 contains 3407 members 
Mstep: Class 17 contains 13362 members 
Mstep: Class 18 contains 294007 members 
Mstep: Class 19 contains 20394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66406356.000000 Penalty: 30701.890625
Iteration 31Q: 15 clusters Score -6.640636e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 1950 members 
Mstep: Class 5 contains 123366 members 
Mstep: Class 6 contains 35977 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 14585 members 
Mstep: Class 13 contains 164214 members 
Mstep: Class 15 contains 3493 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 13186 members 
Mstep: Class 18 contains 292753 members 
Mstep: Class 19 contains 20513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66406472.000000 Penalty: 30701.890625
Iteration 32Q: 15 clusters Score -6.640647e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 1937 members 
Mstep: Class 5 contains 123664 members 
Mstep: Class 6 contains 36027 members 
Mstep: Class 8 contains 40266 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 12 contains 15291 members 
Mstep: Class 13 contains 163857 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 13017 members 
Mstep: Class 18 contains 291321 members 
Mstep: Class 19 contains 20601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66406204.000000 Penalty: 30701.890625
Iteration 33Q: 15 clusters Score -6.64062e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 1922 members 
Mstep: Class 5 contains 124042 members 
Mstep: Class 6 contains 36034 members 
Mstep: Class 8 contains 41225 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1833 members 
Mstep: Class 12 contains 15942 members 
Mstep: Class 13 contains 163589 members 
Mstep: Class 15 contains 3549 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 12837 members 
Mstep: Class 18 contains 289697 members 
Mstep: Class 19 contains 20677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66405908.000000 Penalty: 30701.890625
Iteration 34Q: 15 clusters Score -6.640591e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 1910 members 
Mstep: Class 5 contains 124504 members 
Mstep: Class 6 contains 36032 members 
Mstep: Class 8 contains 42225 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1832 members 
Mstep: Class 12 contains 16579 members 
Mstep: Class 13 contains 163413 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 17 contains 12639 members 
Mstep: Class 18 contains 287886 members 
Mstep: Class 19 contains 20752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66405776.000000 Penalty: 30701.890625
Iteration 35Q: 15 clusters Score -6.640578e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9829 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 5 contains 124972 members 
Mstep: Class 6 contains 36028 members 
Mstep: Class 8 contains 43305 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1832 members 
Mstep: Class 12 contains 17179 members 
Mstep: Class 13 contains 163211 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 12454 members 
Mstep: Class 18 contains 286051 members 
Mstep: Class 19 contains 20833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66405252.000000 Penalty: 30701.890625
Iteration 36Q: 15 clusters Score -6.640525e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 5 contains 125492 members 
Mstep: Class 6 contains 36062 members 
Mstep: Class 8 contains 44413 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1833 members 
Mstep: Class 12 contains 17754 members 
Mstep: Class 13 contains 162963 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 12276 members 
Mstep: Class 18 contains 284151 members 
Mstep: Class 19 contains 20909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66404960.000000 Penalty: 30701.890625
Iteration 37Q: 15 clusters Score -6.640496e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9843 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 126062 members 
Mstep: Class 6 contains 36097 members 
Mstep: Class 8 contains 45626 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 18262 members 
Mstep: Class 13 contains 162735 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 12112 members 
Mstep: Class 18 contains 282155 members 
Mstep: Class 19 contains 20978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66404612.000000 Penalty: 30701.890625
Iteration 38Q: 15 clusters Score -6.640461e+07 nChanged 4298
Entering ConstructFrom: 
Score: -66404612.000000 Penalty: 30701.890625
Entering ConstructFrom: 
Trying to split cluster 2 (9848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Entering Unmasked Estep 
Score: -918513.937500 Penalty: 1494.191284
	Iteration 0F: 2 clusters Score -918513.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -911514.687500 Penalty: 2988.382568
	Iteration 0F: 3 clusters Score -911514.7 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -913813.437500 Penalty: 2988.382568
	Iteration 1F: 3 clusters Score -913813.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -914035.937500 Penalty: 2988.382568
	Iteration 2F: 3 clusters Score -914035.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -914207.625000 Penalty: 2988.382568
	Iteration 3Q: 3 clusters Score -914207.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -914368.562500 Penalty: 2988.382568
	Iteration 4Q: 3 clusters Score -914368.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -914520.625000 Penalty: 2988.382568
	Iteration 5Q: 3 clusters Score -914520.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -914654.625000 Penalty: 2988.382568
	Iteration 6Q: 3 clusters Score -914654.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -914773.750000 Penalty: 2988.382568
	Iteration 7Q: 3 clusters Score -914773.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -914886.250000 Penalty: 2988.382568
	Iteration 8Q: 3 clusters Score -914886.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -914984.437500 Penalty: 2988.382568
	Iteration 9Q: 3 clusters Score -914984.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -915098.562500 Penalty: 2988.382568
	Iteration 10Q: 3 clusters Score -915098.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -915213.187500 Penalty: 2988.382568
	Iteration 11Q: 3 clusters Score -915213.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -915373.500000 Penalty: 2988.382568
	Iteration 12Q: 3 clusters Score -915373.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -915603.500000 Penalty: 2988.382568
	Iteration 13Q: 3 clusters Score -915603.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -915913.062500 Penalty: 2988.382568
	Iteration 14Q: 3 clusters Score -915913.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -916241.937500 Penalty: 2988.382568
	Iteration 15Q: 3 clusters Score -916241.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -916565.687500 Penalty: 2988.382568
	Iteration 16Q: 3 clusters Score -916565.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -916764.687500 Penalty: 2988.382568
	Iteration 17Q: 3 clusters Score -916764.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -916870.375000 Penalty: 2988.382568
	Iteration 18Q: 3 clusters Score -916870.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -916947.562500 Penalty: 2988.382568
	Iteration 19Q: 3 clusters Score -916947.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -916998.937500 Penalty: 2988.382568
	Iteration 20F: 3 clusters Score -916998.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -917027.187500 Penalty: 2988.382568
	Iteration 21Q: 3 clusters Score -917027.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -917048.562500 Penalty: 2988.382568
	Iteration 22Q: 3 clusters Score -917048.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -917057.812500 Penalty: 2988.382568
	Iteration 23Q: 3 clusters Score -917057.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -917066.750000 Penalty: 2988.382568
	Iteration 24Q: 3 clusters Score -917066.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -917081.187500 Penalty: 2988.382568
	Iteration 25Q: 3 clusters Score -917081.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -917089.625000 Penalty: 2988.382568
	Iteration 26Q: 3 clusters Score -917089.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -917094.750000 Penalty: 2988.382568
	Iteration 27Q: 3 clusters Score -917094.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -917099.187500 Penalty: 2988.382568
	Iteration 28Q: 3 clusters Score -917099.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -917102.062500 Penalty: 2988.382568
	Iteration 29Q: 3 clusters Score -917102.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -917102.000000 Penalty: 2988.382568
	Iteration 30Q: 3 clusters Score -917102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -917103.000000 Penalty: 2988.382568
	Iteration 31Q: 3 clusters Score -917103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -917104.812500 Penalty: 2988.382568
	Iteration 32Q: 3 clusters Score -917104.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -917109.500000 Penalty: 2988.382568
	Iteration 33Q: 3 clusters Score -917109.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -917112.625000 Penalty: 2988.382568
	Iteration 34Q: 3 clusters Score -917112.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -917113.812500 Penalty: 2988.382568
	Iteration 35Q: 3 clusters Score -917113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -917113.312500 Penalty: 2988.382568
	Iteration 36Q: 3 clusters Score -917113.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -917118.937500 Penalty: 2988.382568
	Iteration 37Q: 3 clusters Score -917118.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -917121.875000 Penalty: 2988.382568
	Iteration 38Q: 3 clusters Score -917121.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -917125.437500 Penalty: 2988.382568
	Iteration 39Q: 3 clusters Score -917125.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -917125.625000 Penalty: 2988.382568
	Iteration 40F: 3 clusters Score -917125.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -917129.000000 Penalty: 2988.382568
	Iteration 41Q: 3 clusters Score -917129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -917129.625000 Penalty: 2988.382568
	Iteration 42Q: 3 clusters Score -917129.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -917130.187500 Penalty: 2988.382568
	Iteration 43Q: 3 clusters Score -917130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -917132.812500 Penalty: 2988.382568
	Iteration 44Q: 3 clusters Score -917132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -917133.437500 Penalty: 2988.382568
	Iteration 45Q: 3 clusters Score -917133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -917133.312500 Penalty: 2988.382568
	Iteration 46Q: 3 clusters Score -917133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -917132.000000 Penalty: 2988.382568
	Iteration 47Q: 3 clusters Score -917132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -917132.000000 Penalty: 2988.382568
	Iteration 48Q: 3 clusters Score -917132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -917132.250000 Penalty: 2988.382568
	Iteration 49Q: 3 clusters Score -917132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -917133.875000 Penalty: 2988.382568
	Iteration 50Q: 3 clusters Score -917133.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -917135.500000 Penalty: 2988.382568
	Iteration 51Q: 3 clusters Score -917135.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -917135.687500 Penalty: 2988.382568
	Iteration 52Q: 3 clusters Score -917135.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -917139.500000 Penalty: 2988.382568
	Iteration 53Q: 3 clusters Score -917139.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -917141.250000 Penalty: 2988.382568
	Iteration 54Q: 3 clusters Score -917141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -917139.000000 Penalty: 2988.382568
	Iteration 55Q: 3 clusters Score -917139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -917139.625000 Penalty: 2988.382568
	Iteration 56Q: 3 clusters Score -917139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -917140.125000 Penalty: 2988.382568
	Iteration 57Q: 3 clusters Score -917140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -917139.937500 Penalty: 2988.382568
	Iteration 58Q: 3 clusters Score -917139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -917139.750000 Penalty: 2988.382568
	Iteration 59Q: 3 clusters Score -917139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -917139.750000 Penalty: 2988.382568
	Iteration 60F: 3 clusters Score -917139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -144509.015625 Penalty: 1223.091675
	Iteration 0F: 2 clusters Score -144509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -142702.515625 Penalty: 2446.183350
	Iteration 0F: 3 clusters Score -142702.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -144362.359375 Penalty: 2446.183350
	Iteration 1F: 3 clusters Score -144362.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -145983.234375 Penalty: 2446.183350
	Iteration 2F: 3 clusters Score -145983.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -147264.531250 Penalty: 2446.183350
	Iteration 3F: 3 clusters Score -147264.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -147773.593750 Penalty: 2446.183350
	Iteration 4Q: 3 clusters Score -147773.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -147825.453125 Penalty: 2446.183350
	Iteration 5Q: 3 clusters Score -147825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -147836.703125 Penalty: 2446.183350
	Iteration 6Q: 3 clusters Score -147836.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -147852.093750 Penalty: 2446.183350
	Iteration 7Q: 3 clusters Score -147852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -147862.343750 Penalty: 2446.183350
	Iteration 8Q: 3 clusters Score -147862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -147864.156250 Penalty: 2446.183350
	Iteration 9Q: 3 clusters Score -147864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -147864.968750 Penalty: 2446.183350
	Iteration 10Q: 3 clusters Score -147865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -147870.250000 Penalty: 2446.183350
	Iteration 11F: 3 clusters Score -147870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -147887.984375 Penalty: 2446.183350
	Iteration 12Q: 3 clusters Score -147888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -147888.468750 Penalty: 2446.183350
	Iteration 13Q: 3 clusters Score -147888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -147888.468750 Penalty: 2446.183350
	Iteration 14F: 3 clusters Score -147888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 5 contains 126695 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 8 contains 46923 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 18710 members 
Mstep: Class 13 contains 162624 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 11965 members 
Mstep: Class 18 contains 279999 members 
Mstep: Class 19 contains 21009 members 
Entering Unmasked Estep 
Score: -66406448.000000 Penalty: 32894.882812
Splitting cluster 3 changes total score from -66404612.000000 to -66406448.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (126695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126695 members 
Entering Unmasked Estep 
Score: -11907302.000000 Penalty: 1909.299805
	Iteration 0F: 2 clusters Score -1.19073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -11823195.000000 Penalty: 3818.599609
	Iteration 0F: 3 clusters Score -1.18232e+07 nChanged 60734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -11858353.000000 Penalty: 3818.599609
	Iteration 1F: 3 clusters Score -1.185835e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -11859143.000000 Penalty: 3818.599609
	Iteration 2Q: 3 clusters Score -1.185914e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -11860049.000000 Penalty: 3818.599609
	Iteration 3Q: 3 clusters Score -1.186005e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -11861497.000000 Penalty: 3818.599609
	Iteration 4Q: 3 clusters Score -1.18615e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -11863439.000000 Penalty: 3818.599609
	Iteration 5Q: 3 clusters Score -1.186344e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -11866466.000000 Penalty: 3818.599609
	Iteration 6Q: 3 clusters Score -1.186647e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -11871009.000000 Penalty: 3818.599609
	Iteration 7F: 3 clusters Score -1.187101e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -11877261.000000 Penalty: 3818.599609
	Iteration 8F: 3 clusters Score -1.187726e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -11884676.000000 Penalty: 3818.599609
	Iteration 9F: 3 clusters Score -1.188468e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -11891662.000000 Penalty: 3818.599609
	Iteration 10F: 3 clusters Score -1.189166e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -11896385.000000 Penalty: 3818.599609
	Iteration 11Q: 3 clusters Score -1.189638e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -11898762.000000 Penalty: 3818.599609
	Iteration 12Q: 3 clusters Score -1.189876e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -11900161.000000 Penalty: 3818.599609
	Iteration 13Q: 3 clusters Score -1.190016e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -11900962.000000 Penalty: 3818.599609
	Iteration 14Q: 3 clusters Score -1.190096e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -11901519.000000 Penalty: 3818.599609
	Iteration 15Q: 3 clusters Score -1.190152e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -11901891.000000 Penalty: 3818.599609
	Iteration 16Q: 3 clusters Score -1.190189e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -11902187.000000 Penalty: 3818.599609
	Iteration 17Q: 3 clusters Score -1.190219e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -11902365.000000 Penalty: 3818.599609
	Iteration 18Q: 3 clusters Score -1.190236e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -11902467.000000 Penalty: 3818.599609
	Iteration 19Q: 3 clusters Score -1.190247e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -11902496.000000 Penalty: 3818.599609
	Iteration 20F: 3 clusters Score -1.19025e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -11902546.000000 Penalty: 3818.599609
	Iteration 21Q: 3 clusters Score -1.190255e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -11902583.000000 Penalty: 3818.599609
	Iteration 22Q: 3 clusters Score -1.190258e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11902658.000000 Penalty: 3818.599609
	Iteration 23Q: 3 clusters Score -1.190266e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -11902734.000000 Penalty: 3818.599609
	Iteration 24Q: 3 clusters Score -1.190273e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -11902756.000000 Penalty: 3818.599609
	Iteration 25Q: 3 clusters Score -1.190276e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -11902745.000000 Penalty: 3818.599609
	Iteration 26Q: 3 clusters Score -1.190274e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -11902783.000000 Penalty: 3818.599609
	Iteration 27Q: 3 clusters Score -1.190278e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -11902825.000000 Penalty: 3818.599609
	Iteration 28Q: 3 clusters Score -1.190282e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -11902857.000000 Penalty: 3818.599609
	Iteration 29Q: 3 clusters Score -1.190286e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -11902945.000000 Penalty: 3818.599609
	Iteration 30Q: 3 clusters Score -1.190294e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -11902988.000000 Penalty: 3818.599609
	Iteration 31Q: 3 clusters Score -1.190299e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -11903010.000000 Penalty: 3818.599609
	Iteration 32Q: 3 clusters Score -1.190301e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -11903050.000000 Penalty: 3818.599609
	Iteration 33Q: 3 clusters Score -1.190305e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -11903079.000000 Penalty: 3818.599609
	Iteration 34Q: 3 clusters Score -1.190308e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -11903093.000000 Penalty: 3818.599609
	Iteration 35Q: 3 clusters Score -1.190309e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -11903069.000000 Penalty: 3818.599609
	Iteration 36Q: 3 clusters Score -1.190307e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -11903075.000000 Penalty: 3818.599609
	Iteration 37Q: 3 clusters Score -1.190308e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -11903094.000000 Penalty: 3818.599609
	Iteration 38Q: 3 clusters Score -1.190309e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -11903113.000000 Penalty: 3818.599609
	Iteration 39Q: 3 clusters Score -1.190311e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -11903093.000000 Penalty: 3818.599609
	Iteration 40F: 3 clusters Score -1.190309e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -11903106.000000 Penalty: 3818.599609
	Iteration 41Q: 3 clusters Score -1.190311e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11903155.000000 Penalty: 3818.599609
	Iteration 42Q: 3 clusters Score -1.190316e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -11903146.000000 Penalty: 3818.599609
	Iteration 43Q: 3 clusters Score -1.190315e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -11903149.000000 Penalty: 3818.599609
	Iteration 44Q: 3 clusters Score -1.190315e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -11903140.000000 Penalty: 3818.599609
	Iteration 45Q: 3 clusters Score -1.190314e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -11903158.000000 Penalty: 3818.599609
	Iteration 46Q: 3 clusters Score -1.190316e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -11903156.000000 Penalty: 3818.599609
	Iteration 47Q: 3 clusters Score -1.190316e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -11903153.000000 Penalty: 3818.599609
	Iteration 48Q: 3 clusters Score -1.190315e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -11903167.000000 Penalty: 3818.599609
	Iteration 49Q: 3 clusters Score -1.190317e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -11903188.000000 Penalty: 3818.599609
	Iteration 50Q: 3 clusters Score -1.190319e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -11903196.000000 Penalty: 3818.599609
	Iteration 51Q: 3 clusters Score -1.19032e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -11903183.000000 Penalty: 3818.599609
	Iteration 52Q: 3 clusters Score -1.190318e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -11903187.000000 Penalty: 3818.599609
	Iteration 53Q: 3 clusters Score -1.190319e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -11903172.000000 Penalty: 3818.599609
	Iteration 54Q: 3 clusters Score -1.190317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -11903165.000000 Penalty: 3818.599609
	Iteration 55Q: 3 clusters Score -1.190316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 81772 members 
Entering Unmasked Estep 
Score: -11903162.000000 Penalty: 3818.599609
	Iteration 56Q: 3 clusters Score -1.190316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -11903164.000000 Penalty: 3818.599609
	Iteration 57Q: 3 clusters Score -1.190316e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -11903162.000000 Penalty: 3818.599609
	Iteration 58Q: 3 clusters Score -1.190316e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -11903163.000000 Penalty: 3818.599609
	Iteration 59Q: 3 clusters Score -1.190316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -11903152.000000 Penalty: 3818.599609
	Iteration 60F: 3 clusters Score -1.190315e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -11903168.000000 Penalty: 3818.599609
	Iteration 61Q: 3 clusters Score -1.190317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -11903181.000000 Penalty: 3818.599609
	Iteration 62Q: 3 clusters Score -1.190318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -11903178.000000 Penalty: 3818.599609
	Iteration 63Q: 3 clusters Score -1.190318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -11903166.000000 Penalty: 3818.599609
	Iteration 64Q: 3 clusters Score -1.190317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -11903182.000000 Penalty: 3818.599609
	Iteration 65Q: 3 clusters Score -1.190318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -11903177.000000 Penalty: 3818.599609
	Iteration 66Q: 3 clusters Score -1.190318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -11903178.000000 Penalty: 3818.599609
	Iteration 67Q: 3 clusters Score -1.190318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -11903178.000000 Penalty: 3818.599609
	Iteration 68Q: 3 clusters Score -1.190318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -11903179.000000 Penalty: 3818.599609
	Iteration 69Q: 3 clusters Score -1.190318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -11903179.000000 Penalty: 3818.599609
	Iteration 70F: 3 clusters Score -1.190318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Entering Unmasked Estep 
Score: -3482060.000000 Penalty: 1705.251343
	Iteration 0F: 2 clusters Score -3482060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3457763.000000 Penalty: 3410.502686
	Iteration 0F: 3 clusters Score -3457763 nChanged 16767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3467094.500000 Penalty: 3410.502686
	Iteration 1F: 3 clusters Score -3467094 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3467558.500000 Penalty: 3410.502686
	Iteration 2Q: 3 clusters Score -3467558 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3468028.750000 Penalty: 3410.502686
	Iteration 3Q: 3 clusters Score -3468029 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3468527.000000 Penalty: 3410.502686
	Iteration 4Q: 3 clusters Score -3468527 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3469134.000000 Penalty: 3410.502686
	Iteration 5Q: 3 clusters Score -3469134 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3469924.250000 Penalty: 3410.502686
	Iteration 6Q: 3 clusters Score -3469924 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3471039.750000 Penalty: 3410.502686
	Iteration 7F: 3 clusters Score -3471040 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3472506.500000 Penalty: 3410.502686
	Iteration 8F: 3 clusters Score -3472506 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3474140.250000 Penalty: 3410.502686
	Iteration 9F: 3 clusters Score -3474140 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3475566.000000 Penalty: 3410.502686
	Iteration 10F: 3 clusters Score -3475566 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3476760.750000 Penalty: 3410.502686
	Iteration 11Q: 3 clusters Score -3476761 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3477607.000000 Penalty: 3410.502686
	Iteration 12Q: 3 clusters Score -3477607 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3478204.000000 Penalty: 3410.502686
	Iteration 13Q: 3 clusters Score -3478204 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -3478654.750000 Penalty: 3410.502686
	Iteration 14Q: 3 clusters Score -3478655 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -3479010.500000 Penalty: 3410.502686
	Iteration 15Q: 3 clusters Score -3479010 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3479307.500000 Penalty: 3410.502686
	Iteration 16Q: 3 clusters Score -3479308 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -3479563.750000 Penalty: 3410.502686
	Iteration 17Q: 3 clusters Score -3479564 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -3479730.000000 Penalty: 3410.502686
	Iteration 18Q: 3 clusters Score -3479730 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -3479902.250000 Penalty: 3410.502686
	Iteration 19Q: 3 clusters Score -3479902 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -3480042.750000 Penalty: 3410.502686
	Iteration 20F: 3 clusters Score -3480043 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -3480179.250000 Penalty: 3410.502686
	Iteration 21Q: 3 clusters Score -3480179 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -3480304.250000 Penalty: 3410.502686
	Iteration 22Q: 3 clusters Score -3480304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -3480385.500000 Penalty: 3410.502686
	Iteration 23Q: 3 clusters Score -3480386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3480453.750000 Penalty: 3410.502686
	Iteration 24Q: 3 clusters Score -3480454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -3480487.250000 Penalty: 3410.502686
	Iteration 25Q: 3 clusters Score -3480487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -3480503.500000 Penalty: 3410.502686
	Iteration 26Q: 3 clusters Score -3480504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3480516.000000 Penalty: 3410.502686
	Iteration 27Q: 3 clusters Score -3480516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -3480519.000000 Penalty: 3410.502686
	Iteration 28Q: 3 clusters Score -3480519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3480521.500000 Penalty: 3410.502686
	Iteration 29Q: 3 clusters Score -3480522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -3480523.500000 Penalty: 3410.502686
	Iteration 30Q: 3 clusters Score -3480524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -3480526.750000 Penalty: 3410.502686
	Iteration 31Q: 3 clusters Score -3480527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3480531.250000 Penalty: 3410.502686
	Iteration 32Q: 3 clusters Score -3480531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -3480535.500000 Penalty: 3410.502686
	Iteration 33Q: 3 clusters Score -3480536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -3480536.250000 Penalty: 3410.502686
	Iteration 34Q: 3 clusters Score -3480536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -3480539.500000 Penalty: 3410.502686
	Iteration 35Q: 3 clusters Score -3480540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -3480540.250000 Penalty: 3410.502686
	Iteration 36Q: 3 clusters Score -3480540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -3480540.250000 Penalty: 3410.502686
	Iteration 37F: 3 clusters Score -3480540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Entering Unmasked Estep 
Score: -4450236.000000 Penalty: 1747.892700
	Iteration 0F: 2 clusters Score -4450236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4418961.000000 Penalty: 3495.785400
	Iteration 0F: 3 clusters Score -4418961 nChanged 21943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -4431696.000000 Penalty: 3495.785400
	Iteration 1F: 3 clusters Score -4431696 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -4432519.500000 Penalty: 3495.785400
	Iteration 2Q: 3 clusters Score -4432520 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -4433440.500000 Penalty: 3495.785400
	Iteration 3Q: 3 clusters Score -4433440 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4434608.000000 Penalty: 3495.785400
	Iteration 4Q: 3 clusters Score -4434608 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4436160.000000 Penalty: 3495.785400
	Iteration 5F: 3 clusters Score -4436160 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4438125.000000 Penalty: 3495.785400
	Iteration 6F: 3 clusters Score -4438125 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4440280.000000 Penalty: 3495.785400
	Iteration 7F: 3 clusters Score -4440280 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4442403.500000 Penalty: 3495.785400
	Iteration 8F: 3 clusters Score -4442404 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -4444082.500000 Penalty: 3495.785400
	Iteration 9Q: 3 clusters Score -4444082 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -4445360.500000 Penalty: 3495.785400
	Iteration 10Q: 3 clusters Score -4445360 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -4446382.000000 Penalty: 3495.785400
	Iteration 11Q: 3 clusters Score -4446382 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -4447121.000000 Penalty: 3495.785400
	Iteration 12Q: 3 clusters Score -4447121 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -4447661.000000 Penalty: 3495.785400
	Iteration 13Q: 3 clusters Score -4447661 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -4448006.000000 Penalty: 3495.785400
	Iteration 14Q: 3 clusters Score -4448006 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -4448258.500000 Penalty: 3495.785400
	Iteration 15Q: 3 clusters Score -4448258 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -4448408.000000 Penalty: 3495.785400
	Iteration 16Q: 3 clusters Score -4448408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -4448500.000000 Penalty: 3495.785400
	Iteration 17Q: 3 clusters Score -4448500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -4448558.000000 Penalty: 3495.785400
	Iteration 18Q: 3 clusters Score -4448558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -4448601.000000 Penalty: 3495.785400
	Iteration 19Q: 3 clusters Score -4448601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -4448617.500000 Penalty: 3495.785400
	Iteration 20F: 3 clusters Score -4448618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -4448627.000000 Penalty: 3495.785400
	Iteration 21Q: 3 clusters Score -4448627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -4448655.000000 Penalty: 3495.785400
	Iteration 22Q: 3 clusters Score -4448655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -4448667.500000 Penalty: 3495.785400
	Iteration 23Q: 3 clusters Score -4448668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -4448674.500000 Penalty: 3495.785400
	Iteration 24Q: 3 clusters Score -4448674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -4448671.500000 Penalty: 3495.785400
	Iteration 25Q: 3 clusters Score -4448672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -4448675.000000 Penalty: 3495.785400
	Iteration 26Q: 3 clusters Score -4448675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -4448679.500000 Penalty: 3495.785400
	Iteration 27Q: 3 clusters Score -4448680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -4448687.000000 Penalty: 3495.785400
	Iteration 28Q: 3 clusters Score -4448687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -4448691.500000 Penalty: 3495.785400
	Iteration 29Q: 3 clusters Score -4448692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -4448697.000000 Penalty: 3495.785400
	Iteration 30Q: 3 clusters Score -4448697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -4448701.500000 Penalty: 3495.785400
	Iteration 31Q: 3 clusters Score -4448702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -4448706.500000 Penalty: 3495.785400
	Iteration 32Q: 3 clusters Score -4448706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -4448717.500000 Penalty: 3495.785400
	Iteration 33Q: 3 clusters Score -4448718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -4448719.000000 Penalty: 3495.785400
	Iteration 34Q: 3 clusters Score -4448719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -4448727.500000 Penalty: 3495.785400
	Iteration 35Q: 3 clusters Score -4448728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -4448734.500000 Penalty: 3495.785400
	Iteration 36Q: 3 clusters Score -4448734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -4448733.500000 Penalty: 3495.785400
	Iteration 37Q: 3 clusters Score -4448734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -4448732.500000 Penalty: 3495.785400
	Iteration 38Q: 3 clusters Score -4448732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -4448732.000000 Penalty: 3495.785400
	Iteration 39Q: 3 clusters Score -4448732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -4448732.000000 Penalty: 3495.785400
	Iteration 40F: 3 clusters Score -4448732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -72908.750000 Penalty: 1173.072876
	Iteration 0F: 2 clusters Score -72908.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -71484.078125 Penalty: 2346.145752
	Iteration 0F: 3 clusters Score -71484.08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74064.476562 Penalty: 2346.145752
	Iteration 1F: 3 clusters Score -74064.48 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75277.164062 Penalty: 2346.145752
	Iteration 2F: 3 clusters Score -75277.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -75727.609375 Penalty: 2346.145752
	Iteration 3F: 3 clusters Score -75727.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76402.484375 Penalty: 2346.145752
	Iteration 4F: 3 clusters Score -76402.48 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -77120.359375 Penalty: 2346.145752
	Iteration 5F: 3 clusters Score -77120.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -77378.132812 Penalty: 2346.145752
	Iteration 6F: 3 clusters Score -77378.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -77430.820312 Penalty: 2346.145752
	Iteration 7Q: 3 clusters Score -77430.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -77440.960938 Penalty: 2346.145752
	Iteration 8Q: 3 clusters Score -77440.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -77443.578125 Penalty: 2346.145752
	Iteration 9Q: 3 clusters Score -77443.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -77444.203125 Penalty: 2346.145752
	Iteration 10Q: 3 clusters Score -77444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -77444.859375 Penalty: 2346.145752
	Iteration 11Q: 3 clusters Score -77444.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -77444.859375 Penalty: 2346.145752
	Iteration 12F: 3 clusters Score -77444.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 126695 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 8 contains 46923 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 18710 members 
Mstep: Class 13 contains 162624 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 11965 members 
Mstep: Class 18 contains 279999 members 
Mstep: Class 19 contains 21009 members 
Entering Unmasked Estep 
Score: -66410112.000000 Penalty: 35087.875000
Splitting cluster 9 changes total score from -66404612.000000 to -66410112.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -142286.781250 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -142286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -140396.406250 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -140396.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -141351.296875 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -141351.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -142921.000000 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -142921 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -144797.953125 Penalty: 2441.600830
	Iteration 3F: 3 clusters Score -144798 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -145210.468750 Penalty: 2441.600830
	Iteration 4F: 3 clusters Score -145210.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -145287.875000 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -145287.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -145329.625000 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -145329.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -145336.796875 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -145336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -145337.640625 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -145337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -145338.031250 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -145338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -145338.031250 Penalty: 2441.600830
	Iteration 10F: 3 clusters Score -145338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 126695 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 7 contains 764 members 
Mstep: Class 8 contains 46923 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 18710 members 
Mstep: Class 13 contains 162624 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 11965 members 
Mstep: Class 18 contains 279999 members 
Mstep: Class 19 contains 21009 members 
Entering Unmasked Estep 
Score: -66412008.000000 Penalty: 37280.867188
Splitting cluster 11 changes total score from -66404612.000000 to -66412008.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (18710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Entering Unmasked Estep 
Score: -1794848.750000 Penalty: 1598.482056
	Iteration 0F: 2 clusters Score -1794849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1782126.375000 Penalty: 3196.964111
	Iteration 0F: 3 clusters Score -1782126 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1786727.000000 Penalty: 3196.964111
	Iteration 1F: 3 clusters Score -1786727 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1787107.750000 Penalty: 3196.964111
	Iteration 2F: 3 clusters Score -1787108 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1787481.250000 Penalty: 3196.964111
	Iteration 3F: 3 clusters Score -1787481 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1787879.125000 Penalty: 3196.964111
	Iteration 4Q: 3 clusters Score -1787879 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1788319.625000 Penalty: 3196.964111
	Iteration 5Q: 3 clusters Score -1788320 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1788933.750000 Penalty: 3196.964111
	Iteration 6F: 3 clusters Score -1788934 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1789690.250000 Penalty: 3196.964111
	Iteration 7F: 3 clusters Score -1789690 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1790533.000000 Penalty: 3196.964111
	Iteration 8F: 3 clusters Score -1790533 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1791261.000000 Penalty: 3196.964111
	Iteration 9Q: 3 clusters Score -1791261 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1791810.125000 Penalty: 3196.964111
	Iteration 10Q: 3 clusters Score -1791810 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1792178.875000 Penalty: 3196.964111
	Iteration 11Q: 3 clusters Score -1792179 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1792423.250000 Penalty: 3196.964111
	Iteration 12Q: 3 clusters Score -1792423 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1792596.375000 Penalty: 3196.964111
	Iteration 13Q: 3 clusters Score -1792596 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1792722.000000 Penalty: 3196.964111
	Iteration 14Q: 3 clusters Score -1792722 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1792823.000000 Penalty: 3196.964111
	Iteration 15Q: 3 clusters Score -1792823 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1792918.625000 Penalty: 3196.964111
	Iteration 16Q: 3 clusters Score -1792919 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1792986.250000 Penalty: 3196.964111
	Iteration 17Q: 3 clusters Score -1792986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1793038.875000 Penalty: 3196.964111
	Iteration 18Q: 3 clusters Score -1793039 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1793087.000000 Penalty: 3196.964111
	Iteration 19Q: 3 clusters Score -1793087 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1793148.375000 Penalty: 3196.964111
	Iteration 20F: 3 clusters Score -1793148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1793193.875000 Penalty: 3196.964111
	Iteration 21Q: 3 clusters Score -1793194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1793229.875000 Penalty: 3196.964111
	Iteration 22Q: 3 clusters Score -1793230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1793257.875000 Penalty: 3196.964111
	Iteration 23Q: 3 clusters Score -1793258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1793275.625000 Penalty: 3196.964111
	Iteration 24Q: 3 clusters Score -1793276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1793293.625000 Penalty: 3196.964111
	Iteration 25Q: 3 clusters Score -1793294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1793301.500000 Penalty: 3196.964111
	Iteration 26Q: 3 clusters Score -1793302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1793313.875000 Penalty: 3196.964111
	Iteration 27Q: 3 clusters Score -1793314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1793329.000000 Penalty: 3196.964111
	Iteration 28Q: 3 clusters Score -1793329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1793349.625000 Penalty: 3196.964111
	Iteration 29Q: 3 clusters Score -1793350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1793362.500000 Penalty: 3196.964111
	Iteration 30Q: 3 clusters Score -1793362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1793377.750000 Penalty: 3196.964111
	Iteration 31Q: 3 clusters Score -1793378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1793389.250000 Penalty: 3196.964111
	Iteration 32Q: 3 clusters Score -1793389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1793401.375000 Penalty: 3196.964111
	Iteration 33Q: 3 clusters Score -1793401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1793412.125000 Penalty: 3196.964111
	Iteration 34Q: 3 clusters Score -1793412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1793422.000000 Penalty: 3196.964111
	Iteration 35Q: 3 clusters Score -1793422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1793431.500000 Penalty: 3196.964111
	Iteration 36Q: 3 clusters Score -1793432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1793440.500000 Penalty: 3196.964111
	Iteration 37Q: 3 clusters Score -1793440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1793447.875000 Penalty: 3196.964111
	Iteration 38Q: 3 clusters Score -1793448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1793454.500000 Penalty: 3196.964111
	Iteration 39Q: 3 clusters Score -1793454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1793457.375000 Penalty: 3196.964111
	Iteration 40F: 3 clusters Score -1793457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1793460.375000 Penalty: 3196.964111
	Iteration 41Q: 3 clusters Score -1793460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1793469.500000 Penalty: 3196.964111
	Iteration 42Q: 3 clusters Score -1793470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1793471.875000 Penalty: 3196.964111
	Iteration 43Q: 3 clusters Score -1793472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1793473.625000 Penalty: 3196.964111
	Iteration 44Q: 3 clusters Score -1793474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1793475.250000 Penalty: 3196.964111
	Iteration 45Q: 3 clusters Score -1793475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1793476.625000 Penalty: 3196.964111
	Iteration 46Q: 3 clusters Score -1793477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1793478.125000 Penalty: 3196.964111
	Iteration 47Q: 3 clusters Score -1793478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1793484.750000 Penalty: 3196.964111
	Iteration 48Q: 3 clusters Score -1793485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1793487.000000 Penalty: 3196.964111
	Iteration 49Q: 3 clusters Score -1793487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1793487.875000 Penalty: 3196.964111
	Iteration 50Q: 3 clusters Score -1793488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1793486.750000 Penalty: 3196.964111
	Iteration 51Q: 3 clusters Score -1793487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1793490.500000 Penalty: 3196.964111
	Iteration 52Q: 3 clusters Score -1793490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1793492.125000 Penalty: 3196.964111
	Iteration 53Q: 3 clusters Score -1793492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1793492.250000 Penalty: 3196.964111
	Iteration 54Q: 3 clusters Score -1793492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1793494.125000 Penalty: 3196.964111
	Iteration 55Q: 3 clusters Score -1793494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1793496.875000 Penalty: 3196.964111
	Iteration 56Q: 3 clusters Score -1793497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1793501.750000 Penalty: 3196.964111
	Iteration 57Q: 3 clusters Score -1793502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1793505.125000 Penalty: 3196.964111
	Iteration 58Q: 3 clusters Score -1793505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1793511.375000 Penalty: 3196.964111
	Iteration 59Q: 3 clusters Score -1793511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1793512.625000 Penalty: 3196.964111
	Iteration 60F: 3 clusters Score -1793513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1793514.625000 Penalty: 3196.964111
	Iteration 61Q: 3 clusters Score -1793515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1793515.625000 Penalty: 3196.964111
	Iteration 62Q: 3 clusters Score -1793516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1793520.750000 Penalty: 3196.964111
	Iteration 63Q: 3 clusters Score -1793521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1793523.250000 Penalty: 3196.964111
	Iteration 64Q: 3 clusters Score -1793523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1793523.625000 Penalty: 3196.964111
	Iteration 65Q: 3 clusters Score -1793524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1793522.750000 Penalty: 3196.964111
	Iteration 66Q: 3 clusters Score -1793523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1793523.750000 Penalty: 3196.964111
	Iteration 67Q: 3 clusters Score -1793524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1793523.750000 Penalty: 3196.964111
	Iteration 68F: 3 clusters Score -1793524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (162624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162624 members 
Entering Unmasked Estep 
Score: -15177168.000000 Penalty: 1949.869385
	Iteration 0F: 2 clusters Score -1.517717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -15069031.000000 Penalty: 3899.738770
	Iteration 0F: 3 clusters Score -1.506903e+07 nChanged 78680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -15115646.000000 Penalty: 3899.738770
	Iteration 1F: 3 clusters Score -1.511565e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -15117354.000000 Penalty: 3899.738770
	Iteration 2Q: 3 clusters Score -1.511735e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -15119941.000000 Penalty: 3899.738770
	Iteration 3Q: 3 clusters Score -1.511994e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -15123917.000000 Penalty: 3899.738770
	Iteration 4F: 3 clusters Score -1.512392e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -15129298.000000 Penalty: 3899.738770
	Iteration 5F: 3 clusters Score -1.51293e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 100745 members 
Entering Unmasked Estep 
Score: -15136744.000000 Penalty: 3899.738770
	Iteration 6F: 3 clusters Score -1.513674e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -15144951.000000 Penalty: 3899.738770
	Iteration 7F: 3 clusters Score -1.514495e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -15153331.000000 Penalty: 3899.738770
	Iteration 8F: 3 clusters Score -1.515333e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -15160395.000000 Penalty: 3899.738770
	Iteration 9F: 3 clusters Score -1.51604e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 121123 members 
Entering Unmasked Estep 
Score: -15164674.000000 Penalty: 3899.738770
	Iteration 10Q: 3 clusters Score -1.516467e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -15167113.000000 Penalty: 3899.738770
	Iteration 11Q: 3 clusters Score -1.516711e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 126131 members 
Entering Unmasked Estep 
Score: -15168719.000000 Penalty: 3899.738770
	Iteration 12Q: 3 clusters Score -1.516872e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 128237 members 
Entering Unmasked Estep 
Score: -15169834.000000 Penalty: 3899.738770
	Iteration 13Q: 3 clusters Score -1.516983e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 130147 members 
Entering Unmasked Estep 
Score: -15170926.000000 Penalty: 3899.738770
	Iteration 14Q: 3 clusters Score -1.517093e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 131917 members 
Entering Unmasked Estep 
Score: -15171758.000000 Penalty: 3899.738770
	Iteration 15Q: 3 clusters Score -1.517176e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 133521 members 
Entering Unmasked Estep 
Score: -15172437.000000 Penalty: 3899.738770
	Iteration 16Q: 3 clusters Score -1.517244e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -15173076.000000 Penalty: 3899.738770
	Iteration 17Q: 3 clusters Score -1.517308e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -15173540.000000 Penalty: 3899.738770
	Iteration 18Q: 3 clusters Score -1.517354e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 137475 members 
Entering Unmasked Estep 
Score: -15173835.000000 Penalty: 3899.738770
	Iteration 19Q: 3 clusters Score -1.517384e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 138584 members 
Entering Unmasked Estep 
Score: -15174098.000000 Penalty: 3899.738770
	Iteration 20F: 3 clusters Score -1.51741e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 139605 members 
Entering Unmasked Estep 
Score: -15174378.000000 Penalty: 3899.738770
	Iteration 21Q: 3 clusters Score -1.517438e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 140562 members 
Entering Unmasked Estep 
Score: -15174478.000000 Penalty: 3899.738770
	Iteration 22Q: 3 clusters Score -1.517448e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 141479 members 
Entering Unmasked Estep 
Score: -15174755.000000 Penalty: 3899.738770
	Iteration 23Q: 3 clusters Score -1.517476e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -15174952.000000 Penalty: 3899.738770
	Iteration 24Q: 3 clusters Score -1.517495e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -15175146.000000 Penalty: 3899.738770
	Iteration 25Q: 3 clusters Score -1.517515e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 143954 members 
Entering Unmasked Estep 
Score: -15175334.000000 Penalty: 3899.738770
	Iteration 26Q: 3 clusters Score -1.517533e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 144649 members 
Entering Unmasked Estep 
Score: -15175431.000000 Penalty: 3899.738770
	Iteration 27Q: 3 clusters Score -1.517543e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 145344 members 
Entering Unmasked Estep 
Score: -15175557.000000 Penalty: 3899.738770
	Iteration 28Q: 3 clusters Score -1.517556e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -15175667.000000 Penalty: 3899.738770
	Iteration 29Q: 3 clusters Score -1.517567e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 146675 members 
Entering Unmasked Estep 
Score: -15175843.000000 Penalty: 3899.738770
	Iteration 30Q: 3 clusters Score -1.517584e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 147319 members 
Entering Unmasked Estep 
Score: -15175994.000000 Penalty: 3899.738770
	Iteration 31Q: 3 clusters Score -1.517599e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -15176111.000000 Penalty: 3899.738770
	Iteration 32Q: 3 clusters Score -1.517611e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 148523 members 
Entering Unmasked Estep 
Score: -15176315.000000 Penalty: 3899.738770
	Iteration 33Q: 3 clusters Score -1.517632e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -15176463.000000 Penalty: 3899.738770
	Iteration 34Q: 3 clusters Score -1.517646e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 149727 members 
Entering Unmasked Estep 
Score: -15176643.000000 Penalty: 3899.738770
	Iteration 35Q: 3 clusters Score -1.517664e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 150281 members 
Entering Unmasked Estep 
Score: -15176830.000000 Penalty: 3899.738770
	Iteration 36Q: 3 clusters Score -1.517683e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 150810 members 
Entering Unmasked Estep 
Score: -15176988.000000 Penalty: 3899.738770
	Iteration 37Q: 3 clusters Score -1.517699e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 151308 members 
Entering Unmasked Estep 
Score: -15177166.000000 Penalty: 3899.738770
	Iteration 38Q: 3 clusters Score -1.517717e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -15177266.000000 Penalty: 3899.738770
	Iteration 39Q: 3 clusters Score -1.517727e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 152258 members 
Entering Unmasked Estep 
Score: -15177297.000000 Penalty: 3899.738770
	Iteration 40F: 3 clusters Score -1.51773e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 152709 members 
Entering Unmasked Estep 
Score: -15177376.000000 Penalty: 3899.738770
	Iteration 41Q: 3 clusters Score -1.517738e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 153117 members 
Entering Unmasked Estep 
Score: -15177478.000000 Penalty: 3899.738770
	Iteration 42Q: 3 clusters Score -1.517748e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -15177471.000000 Penalty: 3899.738770
	Iteration 43Q: 3 clusters Score -1.517747e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -15177507.000000 Penalty: 3899.738770
	Iteration 44Q: 3 clusters Score -1.517751e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 154177 members 
Entering Unmasked Estep 
Score: -15177471.000000 Penalty: 3899.738770
	Iteration 45Q: 3 clusters Score -1.517747e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 154455 members 
Entering Unmasked Estep 
Score: -15177452.000000 Penalty: 3899.738770
	Iteration 46Q: 3 clusters Score -1.517745e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -15177471.000000 Penalty: 3899.738770
	Iteration 47Q: 3 clusters Score -1.517747e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 155005 members 
Entering Unmasked Estep 
Score: -15177486.000000 Penalty: 3899.738770
	Iteration 48Q: 3 clusters Score -1.517749e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 155295 members 
Entering Unmasked Estep 
Score: -15177565.000000 Penalty: 3899.738770
	Iteration 49Q: 3 clusters Score -1.517756e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -15177583.000000 Penalty: 3899.738770
	Iteration 50Q: 3 clusters Score -1.517758e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -15177609.000000 Penalty: 3899.738770
	Iteration 51Q: 3 clusters Score -1.517761e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 155953 members 
Entering Unmasked Estep 
Score: -15177624.000000 Penalty: 3899.738770
	Iteration 52Q: 3 clusters Score -1.517762e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 156146 members 
Entering Unmasked Estep 
Score: -15177616.000000 Penalty: 3899.738770
	Iteration 53Q: 3 clusters Score -1.517762e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 156328 members 
Entering Unmasked Estep 
Score: -15177611.000000 Penalty: 3899.738770
	Iteration 54Q: 3 clusters Score -1.517761e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 156493 members 
Entering Unmasked Estep 
Score: -15177663.000000 Penalty: 3899.738770
	Iteration 55Q: 3 clusters Score -1.517766e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -15177654.000000 Penalty: 3899.738770
	Iteration 56Q: 3 clusters Score -1.517765e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -15177669.000000 Penalty: 3899.738770
	Iteration 57Q: 3 clusters Score -1.517767e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 156889 members 
Entering Unmasked Estep 
Score: -15177665.000000 Penalty: 3899.738770
	Iteration 58Q: 3 clusters Score -1.517766e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -15177688.000000 Penalty: 3899.738770
	Iteration 59Q: 3 clusters Score -1.517769e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 157116 members 
Entering Unmasked Estep 
Score: -15177697.000000 Penalty: 3899.738770
	Iteration 60F: 3 clusters Score -1.51777e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 157237 members 
Entering Unmasked Estep 
Score: -15177691.000000 Penalty: 3899.738770
	Iteration 61Q: 3 clusters Score -1.517769e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 157321 members 
Entering Unmasked Estep 
Score: -15177667.000000 Penalty: 3899.738770
	Iteration 62Q: 3 clusters Score -1.517767e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -15177673.000000 Penalty: 3899.738770
	Iteration 63Q: 3 clusters Score -1.517767e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -15177659.000000 Penalty: 3899.738770
	Iteration 64Q: 3 clusters Score -1.517766e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -15177660.000000 Penalty: 3899.738770
	Iteration 65Q: 3 clusters Score -1.517766e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 157521 members 
Entering Unmasked Estep 
Score: -15177673.000000 Penalty: 3899.738770
	Iteration 66Q: 3 clusters Score -1.517767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -15177680.000000 Penalty: 3899.738770
	Iteration 67Q: 3 clusters Score -1.517768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 157609 members 
Entering Unmasked Estep 
Score: -15177667.000000 Penalty: 3899.738770
	Iteration 68Q: 3 clusters Score -1.517767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 157640 members 
Entering Unmasked Estep 
Score: -15177643.000000 Penalty: 3899.738770
	Iteration 69Q: 3 clusters Score -1.517764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -15177650.000000 Penalty: 3899.738770
	Iteration 70Q: 3 clusters Score -1.517765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 157686 members 
Entering Unmasked Estep 
Score: -15177638.000000 Penalty: 3899.738770
	Iteration 71Q: 3 clusters Score -1.517764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -15177627.000000 Penalty: 3899.738770
	Iteration 72Q: 3 clusters Score -1.517763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -15177617.000000 Penalty: 3899.738770
	Iteration 73Q: 3 clusters Score -1.517762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -15177620.000000 Penalty: 3899.738770
	Iteration 74Q: 3 clusters Score -1.517762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -15177609.000000 Penalty: 3899.738770
	Iteration 75Q: 3 clusters Score -1.517761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 157780 members 
Entering Unmasked Estep 
Score: -15177624.000000 Penalty: 3899.738770
	Iteration 76Q: 3 clusters Score -1.517762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 157801 members 
Entering Unmasked Estep 
Score: -15177626.000000 Penalty: 3899.738770
	Iteration 77Q: 3 clusters Score -1.517763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -15177612.000000 Penalty: 3899.738770
	Iteration 78Q: 3 clusters Score -1.517761e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 157861 members 
Entering Unmasked Estep 
Score: -15177635.000000 Penalty: 3899.738770
	Iteration 79Q: 3 clusters Score -1.517764e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -15177625.000000 Penalty: 3899.738770
	Iteration 80F: 3 clusters Score -1.517762e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -15177610.000000 Penalty: 3899.738770
	Iteration 81Q: 3 clusters Score -1.517761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -15177629.000000 Penalty: 3899.738770
	Iteration 82Q: 3 clusters Score -1.517763e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 157985 members 
Entering Unmasked Estep 
Score: -15177643.000000 Penalty: 3899.738770
	Iteration 83Q: 3 clusters Score -1.517764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -15177615.000000 Penalty: 3899.738770
	Iteration 84Q: 3 clusters Score -1.517762e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -15177619.000000 Penalty: 3899.738770
	Iteration 85Q: 3 clusters Score -1.517762e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 158063 members 
Entering Unmasked Estep 
Score: -15177616.000000 Penalty: 3899.738770
	Iteration 86Q: 3 clusters Score -1.517762e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 158095 members 
Entering Unmasked Estep 
Score: -15177618.000000 Penalty: 3899.738770
	Iteration 87Q: 3 clusters Score -1.517762e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -15177614.000000 Penalty: 3899.738770
	Iteration 88Q: 3 clusters Score -1.517761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -15177594.000000 Penalty: 3899.738770
	Iteration 89Q: 3 clusters Score -1.517759e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -15177591.000000 Penalty: 3899.738770
	Iteration 90Q: 3 clusters Score -1.517759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 158177 members 
Entering Unmasked Estep 
Score: -15177598.000000 Penalty: 3899.738770
	Iteration 91Q: 3 clusters Score -1.51776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -15177587.000000 Penalty: 3899.738770
	Iteration 92Q: 3 clusters Score -1.517759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 158188 members 
Entering Unmasked Estep 
Score: -15177579.000000 Penalty: 3899.738770
	Iteration 93Q: 3 clusters Score -1.517758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 158195 members 
Entering Unmasked Estep 
Score: -15177586.000000 Penalty: 3899.738770
	Iteration 94Q: 3 clusters Score -1.517759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 158199 members 
Entering Unmasked Estep 
Score: -15177594.000000 Penalty: 3899.738770
	Iteration 95Q: 3 clusters Score -1.517759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 158207 members 
Entering Unmasked Estep 
Score: -15177589.000000 Penalty: 3899.738770
	Iteration 96Q: 3 clusters Score -1.517759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 158214 members 
Entering Unmasked Estep 
Score: -15177598.000000 Penalty: 3899.738770
	Iteration 97Q: 3 clusters Score -1.51776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -15177612.000000 Penalty: 3899.738770
	Iteration 98Q: 3 clusters Score -1.517761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 158226 members 
Entering Unmasked Estep 
Score: -15177616.000000 Penalty: 3899.738770
	Iteration 99Q: 3 clusters Score -1.517762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 158233 members 
Entering Unmasked Estep 
Score: -15177603.000000 Penalty: 3899.738770
	Iteration 100F: 3 clusters Score -1.51776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 158236 members 
Entering Unmasked Estep 
Score: -15177597.000000 Penalty: 3899.738770
	Iteration 101Q: 3 clusters Score -1.51776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 158240 members 
Entering Unmasked Estep 
Score: -15177598.000000 Penalty: 3899.738770
	Iteration 102Q: 3 clusters Score -1.51776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 158241 members 
Entering Unmasked Estep 
Score: -15177599.000000 Penalty: 3899.738770
	Iteration 103Q: 3 clusters Score -1.51776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -15177595.000000 Penalty: 3899.738770
	Iteration 104Q: 3 clusters Score -1.51776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -15177599.000000 Penalty: 3899.738770
	Iteration 105Q: 3 clusters Score -1.51776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 158254 members 
Entering Unmasked Estep 
Score: -15177601.000000 Penalty: 3899.738770
	Iteration 106Q: 3 clusters Score -1.51776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -15177592.000000 Penalty: 3899.738770
	Iteration 107Q: 3 clusters Score -1.517759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 158261 members 
Entering Unmasked Estep 
Score: -15177587.000000 Penalty: 3899.738770
	Iteration 108Q: 3 clusters Score -1.517759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 158263 members 
Entering Unmasked Estep 
Score: -15177594.000000 Penalty: 3899.738770
	Iteration 109Q: 3 clusters Score -1.517759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 158265 members 
Entering Unmasked Estep 
Score: -15177606.000000 Penalty: 3899.738770
	Iteration 110Q: 3 clusters Score -1.517761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 158266 members 
Entering Unmasked Estep 
Score: -15177600.000000 Penalty: 3899.738770
	Iteration 111Q: 3 clusters Score -1.51776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 158268 members 
Entering Unmasked Estep 
Score: -15177597.000000 Penalty: 3899.738770
	Iteration 112Q: 3 clusters Score -1.51776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 158270 members 
Entering Unmasked Estep 
Score: -15177607.000000 Penalty: 3899.738770
	Iteration 113Q: 3 clusters Score -1.517761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 158270 members 
Entering Unmasked Estep 
Score: -15177607.000000 Penalty: 3899.738770
	Iteration 114F: 3 clusters Score -1.517761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 126695 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 7 contains 764 members 
Mstep: Class 8 contains 46923 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 158270 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 18710 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 11965 members 
Mstep: Class 18 contains 279999 members 
Mstep: Class 19 contains 21009 members 
Entering Unmasked Estep 
Score: -66412520.000000 Penalty: 39473.859375
Splitting cluster 13 changes total score from -66404612.000000 to -66412520.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 15 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -341026.687500 Penalty: 1333.348022
	Iteration 0F: 2 clusters Score -341026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -337816.218750 Penalty: 2666.696045
	Iteration 0F: 3 clusters Score -337816.2 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -338556.437500 Penalty: 2666.696045
	Iteration 1F: 3 clusters Score -338556.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -338696.781250 Penalty: 2666.696045
	Iteration 2F: 3 clusters Score -338696.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -338803.656250 Penalty: 2666.696045
	Iteration 3F: 3 clusters Score -338803.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -338894.406250 Penalty: 2666.696045
	Iteration 4Q: 3 clusters Score -338894.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -338967.750000 Penalty: 2666.696045
	Iteration 5Q: 3 clusters Score -338967.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -339034.781250 Penalty: 2666.696045
	Iteration 6Q: 3 clusters Score -339034.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -339084.875000 Penalty: 2666.696045
	Iteration 7Q: 3 clusters Score -339084.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -339124.562500 Penalty: 2666.696045
	Iteration 8Q: 3 clusters Score -339124.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -339147.906250 Penalty: 2666.696045
	Iteration 9Q: 3 clusters Score -339147.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -339176.062500 Penalty: 2666.696045
	Iteration 10Q: 3 clusters Score -339176.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -339206.093750 Penalty: 2666.696045
	Iteration 11Q: 3 clusters Score -339206.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -339237.250000 Penalty: 2666.696045
	Iteration 12Q: 3 clusters Score -339237.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -339264.656250 Penalty: 2666.696045
	Iteration 13Q: 3 clusters Score -339264.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -339288.562500 Penalty: 2666.696045
	Iteration 14Q: 3 clusters Score -339288.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -339312.437500 Penalty: 2666.696045
	Iteration 15Q: 3 clusters Score -339312.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -339337.093750 Penalty: 2666.696045
	Iteration 16Q: 3 clusters Score -339337.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -339364.531250 Penalty: 2666.696045
	Iteration 17Q: 3 clusters Score -339364.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -339388.062500 Penalty: 2666.696045
	Iteration 18Q: 3 clusters Score -339388.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -339413.031250 Penalty: 2666.696045
	Iteration 19Q: 3 clusters Score -339413 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -339448.093750 Penalty: 2666.696045
	Iteration 20F: 3 clusters Score -339448.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -339486.781250 Penalty: 2666.696045
	Iteration 21Q: 3 clusters Score -339486.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -339531.968750 Penalty: 2666.696045
	Iteration 22Q: 3 clusters Score -339532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -339572.750000 Penalty: 2666.696045
	Iteration 23Q: 3 clusters Score -339572.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -339607.593750 Penalty: 2666.696045
	Iteration 24Q: 3 clusters Score -339607.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -339634.093750 Penalty: 2666.696045
	Iteration 25Q: 3 clusters Score -339634.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -339657.625000 Penalty: 2666.696045
	Iteration 26Q: 3 clusters Score -339657.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -339680.781250 Penalty: 2666.696045
	Iteration 27Q: 3 clusters Score -339680.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -339700.687500 Penalty: 2666.696045
	Iteration 28Q: 3 clusters Score -339700.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -339723.218750 Penalty: 2666.696045
	Iteration 29Q: 3 clusters Score -339723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -339738.906250 Penalty: 2666.696045
	Iteration 30Q: 3 clusters Score -339738.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -339750.812500 Penalty: 2666.696045
	Iteration 31Q: 3 clusters Score -339750.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -339764.593750 Penalty: 2666.696045
	Iteration 32Q: 3 clusters Score -339764.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -339771.656250 Penalty: 2666.696045
	Iteration 33Q: 3 clusters Score -339771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -339776.156250 Penalty: 2666.696045
	Iteration 34Q: 3 clusters Score -339776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -339777.906250 Penalty: 2666.696045
	Iteration 35Q: 3 clusters Score -339777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -339780.250000 Penalty: 2666.696045
	Iteration 36Q: 3 clusters Score -339780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -339786.906250 Penalty: 2666.696045
	Iteration 37Q: 3 clusters Score -339786.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -339792.437500 Penalty: 2666.696045
	Iteration 38Q: 3 clusters Score -339792.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -339798.625000 Penalty: 2666.696045
	Iteration 39Q: 3 clusters Score -339798.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -339804.250000 Penalty: 2666.696045
	Iteration 40F: 3 clusters Score -339804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -339812.000000 Penalty: 2666.696045
	Iteration 41Q: 3 clusters Score -339812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -339817.156250 Penalty: 2666.696045
	Iteration 42Q: 3 clusters Score -339817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -339821.031250 Penalty: 2666.696045
	Iteration 43Q: 3 clusters Score -339821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -339824.500000 Penalty: 2666.696045
	Iteration 44Q: 3 clusters Score -339824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -339828.875000 Penalty: 2666.696045
	Iteration 45Q: 3 clusters Score -339828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -339832.437500 Penalty: 2666.696045
	Iteration 46Q: 3 clusters Score -339832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -339838.750000 Penalty: 2666.696045
	Iteration 47Q: 3 clusters Score -339838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -339843.187500 Penalty: 2666.696045
	Iteration 48Q: 3 clusters Score -339843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -339844.687500 Penalty: 2666.696045
	Iteration 49Q: 3 clusters Score -339844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -339846.750000 Penalty: 2666.696045
	Iteration 50Q: 3 clusters Score -339846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -339848.687500 Penalty: 2666.696045
	Iteration 51Q: 3 clusters Score -339848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -339850.843750 Penalty: 2666.696045
	Iteration 52Q: 3 clusters Score -339850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -339853.875000 Penalty: 2666.696045
	Iteration 53Q: 3 clusters Score -339853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -339858.125000 Penalty: 2666.696045
	Iteration 54Q: 3 clusters Score -339858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -339862.062500 Penalty: 2666.696045
	Iteration 55Q: 3 clusters Score -339862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -339866.375000 Penalty: 2666.696045
	Iteration 56Q: 3 clusters Score -339866.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -339871.593750 Penalty: 2666.696045
	Iteration 57Q: 3 clusters Score -339871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -339874.531250 Penalty: 2666.696045
	Iteration 58Q: 3 clusters Score -339874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -339874.531250 Penalty: 2666.696045
	Iteration 59Q: 3 clusters Score -339874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -339875.406250 Penalty: 2666.696045
	Iteration 60F: 3 clusters Score -339875.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -289778.656250 Penalty: 1317.357666
	Iteration 0F: 2 clusters Score -289778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -286947.906250 Penalty: 2634.715332
	Iteration 0F: 3 clusters Score -286947.9 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -287937.093750 Penalty: 2634.715332
	Iteration 1F: 3 clusters Score -287937.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -288566.781250 Penalty: 2634.715332
	Iteration 2F: 3 clusters Score -288566.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -289241.687500 Penalty: 2634.715332
	Iteration 3F: 3 clusters Score -289241.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -289623.312500 Penalty: 2634.715332
	Iteration 4F: 3 clusters Score -289623.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -289807.500000 Penalty: 2634.715332
	Iteration 5F: 3 clusters Score -289807.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -289894.937500 Penalty: 2634.715332
	Iteration 6Q: 3 clusters Score -289894.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -289934.593750 Penalty: 2634.715332
	Iteration 7Q: 3 clusters Score -289934.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -289953.250000 Penalty: 2634.715332
	Iteration 8Q: 3 clusters Score -289953.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -289965.687500 Penalty: 2634.715332
	Iteration 9Q: 3 clusters Score -289965.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -289971.062500 Penalty: 2634.715332
	Iteration 10Q: 3 clusters Score -289971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -289974.062500 Penalty: 2634.715332
	Iteration 11Q: 3 clusters Score -289974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -289976.125000 Penalty: 2634.715332
	Iteration 12Q: 3 clusters Score -289976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -289977.312500 Penalty: 2634.715332
	Iteration 13Q: 3 clusters Score -289977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -289979.000000 Penalty: 2634.715332
	Iteration 14Q: 3 clusters Score -289979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -289980.281250 Penalty: 2634.715332
	Iteration 15Q: 3 clusters Score -289980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -289982.625000 Penalty: 2634.715332
	Iteration 16Q: 3 clusters Score -289982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -289982.875000 Penalty: 2634.715332
	Iteration 17Q: 3 clusters Score -289982.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -289982.875000 Penalty: 2634.715332
	Iteration 18F: 3 clusters Score -289982.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 126695 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 7 contains 764 members 
Mstep: Class 8 contains 46923 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 158270 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 18710 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 11965 members 
Mstep: Class 18 contains 279999 members 
Mstep: Class 19 contains 21009 members 
Entering Unmasked Estep 
Score: -66411768.000000 Penalty: 41666.851562
Splitting cluster 16 changes total score from -66404612.000000 to -66411768.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 17 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -1076445.750000 Penalty: 1525.832886
	Iteration 0F: 2 clusters Score -1076446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1068129.125000 Penalty: 3051.665771
	Iteration 0F: 3 clusters Score -1068129 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1071055.750000 Penalty: 3051.665771
	Iteration 1F: 3 clusters Score -1071056 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1071610.500000 Penalty: 3051.665771
	Iteration 2F: 3 clusters Score -1071610 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1072398.125000 Penalty: 3051.665771
	Iteration 3F: 3 clusters Score -1072398 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1073588.875000 Penalty: 3051.665771
	Iteration 4F: 3 clusters Score -1073589 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1074889.000000 Penalty: 3051.665771
	Iteration 5F: 3 clusters Score -1074889 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1075819.125000 Penalty: 3051.665771
	Iteration 6F: 3 clusters Score -1075819 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1076269.000000 Penalty: 3051.665771
	Iteration 7Q: 3 clusters Score -1076269 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1076472.625000 Penalty: 3051.665771
	Iteration 8Q: 3 clusters Score -1076473 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1076543.375000 Penalty: 3051.665771
	Iteration 9Q: 3 clusters Score -1076543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1076572.750000 Penalty: 3051.665771
	Iteration 10Q: 3 clusters Score -1076573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1076589.875000 Penalty: 3051.665771
	Iteration 11Q: 3 clusters Score -1076590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1076594.250000 Penalty: 3051.665771
	Iteration 12Q: 3 clusters Score -1076594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1076599.000000 Penalty: 3051.665771
	Iteration 13Q: 3 clusters Score -1076599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1076599.000000 Penalty: 3051.665771
	Iteration 14Q: 3 clusters Score -1076599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1076601.250000 Penalty: 3051.665771
	Iteration 15Q: 3 clusters Score -1076601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1076603.125000 Penalty: 3051.665771
	Iteration 16Q: 3 clusters Score -1076603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1076603.375000 Penalty: 3051.665771
	Iteration 17Q: 3 clusters Score -1076603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1076604.375000 Penalty: 3051.665771
	Iteration 18Q: 3 clusters Score -1076604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1076606.500000 Penalty: 3051.665771
	Iteration 19Q: 3 clusters Score -1076606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1076606.500000 Penalty: 3051.665771
	Iteration 20F: 3 clusters Score -1076606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 126695 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 7 contains 764 members 
Mstep: Class 8 contains 46923 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 158270 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 18710 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 279999 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 10125 members 
Entering Unmasked Estep 
Score: -66411252.000000 Penalty: 43859.843750
Splitting cluster 17 changes total score from -66404612.000000 to -66411252.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (279999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279999 members 
Entering Unmasked Estep 
Score: -26033408.000000 Penalty: 2038.162964
	Iteration 0F: 2 clusters Score -2.603341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139877 members 
Mstep: Class 2 contains 140122 members 
Entering Unmasked Estep 
Score: -25854606.000000 Penalty: 4076.325928
	Iteration 0F: 3 clusters Score -2.585461e+07 nChanged 135996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138759 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -25936450.000000 Penalty: 4076.325928
	Iteration 1F: 3 clusters Score -2.593645e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137958 members 
Mstep: Class 2 contains 142041 members 
Entering Unmasked Estep 
Score: -25938848.000000 Penalty: 4076.325928
	Iteration 2Q: 3 clusters Score -2.593885e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136733 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -25942610.000000 Penalty: 4076.325928
	Iteration 3Q: 3 clusters Score -2.594261e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135416 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -25948102.000000 Penalty: 4076.325928
	Iteration 4Q: 3 clusters Score -2.59481e+07 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134313 members 
Mstep: Class 2 contains 145686 members 
Entering Unmasked Estep 
Score: -25955974.000000 Penalty: 4076.325928
	Iteration 5F: 3 clusters Score -2.595597e+07 nChanged 16883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 146237 members 
Entering Unmasked Estep 
Score: -25965736.000000 Penalty: 4076.325928
	Iteration 6F: 3 clusters Score -2.596574e+07 nChanged 18144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 146509 members 
Entering Unmasked Estep 
Score: -25976566.000000 Penalty: 4076.325928
	Iteration 7F: 3 clusters Score -2.597657e+07 nChanged 17506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133040 members 
Mstep: Class 2 contains 146959 members 
Entering Unmasked Estep 
Score: -25986242.000000 Penalty: 4076.325928
	Iteration 8F: 3 clusters Score -2.598624e+07 nChanged 14620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132338 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -25992940.000000 Penalty: 4076.325928
	Iteration 9F: 3 clusters Score -2.599294e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131528 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -25996424.000000 Penalty: 4076.325928
	Iteration 10Q: 3 clusters Score -2.599642e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Mstep: Class 2 contains 149345 members 
Entering Unmasked Estep 
Score: -25997818.000000 Penalty: 4076.325928
	Iteration 11Q: 3 clusters Score -2.599782e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129706 members 
Mstep: Class 2 contains 150293 members 
Entering Unmasked Estep 
Score: -25998342.000000 Penalty: 4076.325928
	Iteration 12Q: 3 clusters Score -2.599834e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128822 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -25998664.000000 Penalty: 4076.325928
	Iteration 13Q: 3 clusters Score -2.599866e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128090 members 
Mstep: Class 2 contains 151909 members 
Entering Unmasked Estep 
Score: -25999000.000000 Penalty: 4076.325928
	Iteration 14Q: 3 clusters Score -2.5999e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127477 members 
Mstep: Class 2 contains 152522 members 
Entering Unmasked Estep 
Score: -25999362.000000 Penalty: 4076.325928
	Iteration 15Q: 3 clusters Score -2.599936e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -25999608.000000 Penalty: 4076.325928
	Iteration 16Q: 3 clusters Score -2.599961e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126605 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -25999782.000000 Penalty: 4076.325928
	Iteration 17Q: 3 clusters Score -2.599978e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126270 members 
Mstep: Class 2 contains 153729 members 
Entering Unmasked Estep 
Score: -25999964.000000 Penalty: 4076.325928
	Iteration 18Q: 3 clusters Score -2.599996e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 153981 members 
Entering Unmasked Estep 
Score: -26000086.000000 Penalty: 4076.325928
	Iteration 19Q: 3 clusters Score -2.600009e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125785 members 
Mstep: Class 2 contains 154214 members 
Entering Unmasked Estep 
Score: -26000260.000000 Penalty: 4076.325928
	Iteration 20F: 3 clusters Score -2.600026e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125544 members 
Mstep: Class 2 contains 154455 members 
Entering Unmasked Estep 
Score: -26000452.000000 Penalty: 4076.325928
	Iteration 21Q: 3 clusters Score -2.600045e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125264 members 
Mstep: Class 2 contains 154735 members 
Entering Unmasked Estep 
Score: -26000578.000000 Penalty: 4076.325928
	Iteration 22Q: 3 clusters Score -2.600058e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124992 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -26000674.000000 Penalty: 4076.325928
	Iteration 23Q: 3 clusters Score -2.600067e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124752 members 
Mstep: Class 2 contains 155247 members 
Entering Unmasked Estep 
Score: -26000860.000000 Penalty: 4076.325928
	Iteration 24Q: 3 clusters Score -2.600086e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124422 members 
Mstep: Class 2 contains 155577 members 
Entering Unmasked Estep 
Score: -26001078.000000 Penalty: 4076.325928
	Iteration 25Q: 3 clusters Score -2.600108e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -26001264.000000 Penalty: 4076.325928
	Iteration 26Q: 3 clusters Score -2.600126e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 156054 members 
Entering Unmasked Estep 
Score: -26001370.000000 Penalty: 4076.325928
	Iteration 27Q: 3 clusters Score -2.600137e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123814 members 
Mstep: Class 2 contains 156185 members 
Entering Unmasked Estep 
Score: -26001498.000000 Penalty: 4076.325928
	Iteration 28Q: 3 clusters Score -2.60015e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -26001666.000000 Penalty: 4076.325928
	Iteration 29Q: 3 clusters Score -2.600167e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
Score: -26001840.000000 Penalty: 4076.325928
	Iteration 30Q: 3 clusters Score -2.600184e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123542 members 
Mstep: Class 2 contains 156457 members 
Entering Unmasked Estep 
Score: -26002100.000000 Penalty: 4076.325928
	Iteration 31Q: 3 clusters Score -2.60021e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123514 members 
Mstep: Class 2 contains 156485 members 
Entering Unmasked Estep 
Score: -26002444.000000 Penalty: 4076.325928
	Iteration 32Q: 3 clusters Score -2.600244e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123501 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -26002762.000000 Penalty: 4076.325928
	Iteration 33Q: 3 clusters Score -2.600276e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -26002858.000000 Penalty: 4076.325928
	Iteration 34Q: 3 clusters Score -2.600286e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 156630 members 
Entering Unmasked Estep 
Score: -26003192.000000 Penalty: 4076.325928
	Iteration 35Q: 3 clusters Score -2.600319e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -26003348.000000 Penalty: 4076.325928
	Iteration 36Q: 3 clusters Score -2.600335e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 156511 members 
Entering Unmasked Estep 
Score: -26003734.000000 Penalty: 4076.325928
	Iteration 37Q: 3 clusters Score -2.600373e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123616 members 
Mstep: Class 2 contains 156383 members 
Entering Unmasked Estep 
Score: -26004036.000000 Penalty: 4076.325928
	Iteration 38Q: 3 clusters Score -2.600404e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123767 members 
Mstep: Class 2 contains 156232 members 
Entering Unmasked Estep 
Score: -26004340.000000 Penalty: 4076.325928
	Iteration 39Q: 3 clusters Score -2.600434e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123912 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -26004660.000000 Penalty: 4076.325928
	Iteration 40F: 3 clusters Score -2.600466e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124105 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -26004942.000000 Penalty: 4076.325928
	Iteration 41Q: 3 clusters Score -2.600494e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124359 members 
Mstep: Class 2 contains 155640 members 
Entering Unmasked Estep 
Score: -26005272.000000 Penalty: 4076.325928
	Iteration 42Q: 3 clusters Score -2.600527e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 155427 members 
Entering Unmasked Estep 
Score: -26005718.000000 Penalty: 4076.325928
	Iteration 43Q: 3 clusters Score -2.600572e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 155096 members 
Entering Unmasked Estep 
Score: -26006040.000000 Penalty: 4076.325928
	Iteration 44Q: 3 clusters Score -2.600604e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125313 members 
Mstep: Class 2 contains 154686 members 
Entering Unmasked Estep 
Score: -26006336.000000 Penalty: 4076.325928
	Iteration 45Q: 3 clusters Score -2.600634e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 154352 members 
Entering Unmasked Estep 
Score: -26006750.000000 Penalty: 4076.325928
	Iteration 46Q: 3 clusters Score -2.600675e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126033 members 
Mstep: Class 2 contains 153966 members 
Entering Unmasked Estep 
Score: -26007132.000000 Penalty: 4076.325928
	Iteration 47Q: 3 clusters Score -2.600713e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126478 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -26007412.000000 Penalty: 4076.325928
	Iteration 48Q: 3 clusters Score -2.600741e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -26007586.000000 Penalty: 4076.325928
	Iteration 49Q: 3 clusters Score -2.600759e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 152758 members 
Entering Unmasked Estep 
Score: -26007932.000000 Penalty: 4076.325928
	Iteration 50Q: 3 clusters Score -2.600793e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127491 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -26008186.000000 Penalty: 4076.325928
	Iteration 51Q: 3 clusters Score -2.600819e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127732 members 
Mstep: Class 2 contains 152267 members 
Entering Unmasked Estep 
Score: -26008496.000000 Penalty: 4076.325928
	Iteration 52Q: 3 clusters Score -2.60085e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -26008704.000000 Penalty: 4076.325928
	Iteration 53Q: 3 clusters Score -2.60087e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128165 members 
Mstep: Class 2 contains 151834 members 
Entering Unmasked Estep 
Score: -26008902.000000 Penalty: 4076.325928
	Iteration 54Q: 3 clusters Score -2.60089e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -26008964.000000 Penalty: 4076.325928
	Iteration 55Q: 3 clusters Score -2.600896e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128247 members 
Mstep: Class 2 contains 151752 members 
Entering Unmasked Estep 
Score: -26009078.000000 Penalty: 4076.325928
	Iteration 56Q: 3 clusters Score -2.600908e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -26009258.000000 Penalty: 4076.325928
	Iteration 57Q: 3 clusters Score -2.600926e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128312 members 
Mstep: Class 2 contains 151687 members 
Entering Unmasked Estep 
Score: -26009376.000000 Penalty: 4076.325928
	Iteration 58Q: 3 clusters Score -2.600938e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128339 members 
Mstep: Class 2 contains 151660 members 
Entering Unmasked Estep 
Score: -26009346.000000 Penalty: 4076.325928
	Iteration 59Q: 3 clusters Score -2.600935e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 151648 members 
Entering Unmasked Estep 
Score: -26009390.000000 Penalty: 4076.325928
	Iteration 60F: 3 clusters Score -2.600939e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 151611 members 
Entering Unmasked Estep 
Score: -26009550.000000 Penalty: 4076.325928
	Iteration 61Q: 3 clusters Score -2.600955e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 151588 members 
Entering Unmasked Estep 
Score: -26009628.000000 Penalty: 4076.325928
	Iteration 62Q: 3 clusters Score -2.600963e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 151563 members 
Entering Unmasked Estep 
Score: -26009590.000000 Penalty: 4076.325928
	Iteration 63Q: 3 clusters Score -2.600959e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128487 members 
Mstep: Class 2 contains 151512 members 
Entering Unmasked Estep 
Score: -26009674.000000 Penalty: 4076.325928
	Iteration 64Q: 3 clusters Score -2.600967e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128555 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -26009662.000000 Penalty: 4076.325928
	Iteration 65Q: 3 clusters Score -2.600966e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 151374 members 
Entering Unmasked Estep 
Score: -26009672.000000 Penalty: 4076.325928
	Iteration 66Q: 3 clusters Score -2.600967e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128685 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -26009686.000000 Penalty: 4076.325928
	Iteration 67Q: 3 clusters Score -2.600969e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128764 members 
Mstep: Class 2 contains 151235 members 
Entering Unmasked Estep 
Score: -26009750.000000 Penalty: 4076.325928
	Iteration 68Q: 3 clusters Score -2.600975e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128824 members 
Mstep: Class 2 contains 151175 members 
Entering Unmasked Estep 
Score: -26009764.000000 Penalty: 4076.325928
	Iteration 69Q: 3 clusters Score -2.600976e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128877 members 
Mstep: Class 2 contains 151122 members 
Entering Unmasked Estep 
Score: -26009782.000000 Penalty: 4076.325928
	Iteration 70Q: 3 clusters Score -2.600978e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 151094 members 
Entering Unmasked Estep 
Score: -26009856.000000 Penalty: 4076.325928
	Iteration 71Q: 3 clusters Score -2.600986e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -26009852.000000 Penalty: 4076.325928
	Iteration 72Q: 3 clusters Score -2.600985e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 151020 members 
Entering Unmasked Estep 
Score: -26009848.000000 Penalty: 4076.325928
	Iteration 73Q: 3 clusters Score -2.600985e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129011 members 
Mstep: Class 2 contains 150988 members 
Entering Unmasked Estep 
Score: -26009902.000000 Penalty: 4076.325928
	Iteration 74Q: 3 clusters Score -2.60099e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129055 members 
Mstep: Class 2 contains 150944 members 
Entering Unmasked Estep 
Score: -26009934.000000 Penalty: 4076.325928
	Iteration 75Q: 3 clusters Score -2.600993e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129112 members 
Mstep: Class 2 contains 150887 members 
Entering Unmasked Estep 
Score: -26009972.000000 Penalty: 4076.325928
	Iteration 76Q: 3 clusters Score -2.600997e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129171 members 
Mstep: Class 2 contains 150828 members 
Entering Unmasked Estep 
Score: -26009976.000000 Penalty: 4076.325928
	Iteration 77Q: 3 clusters Score -2.600998e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129217 members 
Mstep: Class 2 contains 150782 members 
Entering Unmasked Estep 
Score: -26009990.000000 Penalty: 4076.325928
	Iteration 78Q: 3 clusters Score -2.600999e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 150707 members 
Entering Unmasked Estep 
Score: -26009950.000000 Penalty: 4076.325928
	Iteration 79Q: 3 clusters Score -2.600995e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129356 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -26009952.000000 Penalty: 4076.325928
	Iteration 80F: 3 clusters Score -2.600995e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 150557 members 
Entering Unmasked Estep 
Score: -26009970.000000 Penalty: 4076.325928
	Iteration 81Q: 3 clusters Score -2.600997e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129532 members 
Mstep: Class 2 contains 150467 members 
Entering Unmasked Estep 
Score: -26009956.000000 Penalty: 4076.325928
	Iteration 82Q: 3 clusters Score -2.600996e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 150341 members 
Entering Unmasked Estep 
Score: -26009956.000000 Penalty: 4076.325928
	Iteration 83Q: 3 clusters Score -2.600996e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129768 members 
Mstep: Class 2 contains 150231 members 
Entering Unmasked Estep 
Score: -26009976.000000 Penalty: 4076.325928
	Iteration 84Q: 3 clusters Score -2.600998e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -26009998.000000 Penalty: 4076.325928
	Iteration 85Q: 3 clusters Score -2.601e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129976 members 
Mstep: Class 2 contains 150023 members 
Entering Unmasked Estep 
Score: -26010006.000000 Penalty: 4076.325928
	Iteration 86Q: 3 clusters Score -2.601001e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130090 members 
Mstep: Class 2 contains 149909 members 
Entering Unmasked Estep 
Score: -26010066.000000 Penalty: 4076.325928
	Iteration 87Q: 3 clusters Score -2.601007e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130185 members 
Mstep: Class 2 contains 149814 members 
Entering Unmasked Estep 
Score: -26010034.000000 Penalty: 4076.325928
	Iteration 88Q: 3 clusters Score -2.601003e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130264 members 
Mstep: Class 2 contains 149735 members 
Entering Unmasked Estep 
Score: -26010030.000000 Penalty: 4076.325928
	Iteration 89Q: 3 clusters Score -2.601003e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130343 members 
Mstep: Class 2 contains 149656 members 
Entering Unmasked Estep 
Score: -26010030.000000 Penalty: 4076.325928
	Iteration 90Q: 3 clusters Score -2.601003e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130428 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -26010036.000000 Penalty: 4076.325928
	Iteration 91Q: 3 clusters Score -2.601004e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130532 members 
Mstep: Class 2 contains 149467 members 
Entering Unmasked Estep 
Score: -26010034.000000 Penalty: 4076.325928
	Iteration 92Q: 3 clusters Score -2.601003e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130632 members 
Mstep: Class 2 contains 149367 members 
Entering Unmasked Estep 
Score: -26010022.000000 Penalty: 4076.325928
	Iteration 93Q: 3 clusters Score -2.601002e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130719 members 
Mstep: Class 2 contains 149280 members 
Entering Unmasked Estep 
Score: -26010030.000000 Penalty: 4076.325928
	Iteration 94Q: 3 clusters Score -2.601003e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130793 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -26010034.000000 Penalty: 4076.325928
	Iteration 95Q: 3 clusters Score -2.601003e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130872 members 
Mstep: Class 2 contains 149127 members 
Entering Unmasked Estep 
Score: -26010014.000000 Penalty: 4076.325928
	Iteration 96Q: 3 clusters Score -2.601001e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130944 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -26010004.000000 Penalty: 4076.325928
	Iteration 97Q: 3 clusters Score -2.601e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131015 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -26010022.000000 Penalty: 4076.325928
	Iteration 98Q: 3 clusters Score -2.601002e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131088 members 
Mstep: Class 2 contains 148911 members 
Entering Unmasked Estep 
Score: -26010028.000000 Penalty: 4076.325928
	Iteration 99Q: 3 clusters Score -2.601003e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 148808 members 
Entering Unmasked Estep 
Score: -26010072.000000 Penalty: 4076.325928
	Iteration 100F: 3 clusters Score -2.601007e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131272 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -26010056.000000 Penalty: 4076.325928
	Iteration 101Q: 3 clusters Score -2.601006e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131365 members 
Mstep: Class 2 contains 148634 members 
Entering Unmasked Estep 
Score: -26010062.000000 Penalty: 4076.325928
	Iteration 102Q: 3 clusters Score -2.601006e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131470 members 
Mstep: Class 2 contains 148529 members 
Entering Unmasked Estep 
Score: -26010068.000000 Penalty: 4076.325928
	Iteration 103Q: 3 clusters Score -2.601007e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 148435 members 
Entering Unmasked Estep 
Score: -26010090.000000 Penalty: 4076.325928
	Iteration 104Q: 3 clusters Score -2.601009e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131691 members 
Mstep: Class 2 contains 148308 members 
Entering Unmasked Estep 
Score: -26010124.000000 Penalty: 4076.325928
	Iteration 105Q: 3 clusters Score -2.601012e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131854 members 
Mstep: Class 2 contains 148145 members 
Entering Unmasked Estep 
Score: -26010146.000000 Penalty: 4076.325928
	Iteration 106Q: 3 clusters Score -2.601015e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131997 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -26010156.000000 Penalty: 4076.325928
	Iteration 107Q: 3 clusters Score -2.601016e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132162 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -26010212.000000 Penalty: 4076.325928
	Iteration 108Q: 3 clusters Score -2.601021e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -26010266.000000 Penalty: 4076.325928
	Iteration 109Q: 3 clusters Score -2.601027e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132556 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -26010296.000000 Penalty: 4076.325928
	Iteration 110Q: 3 clusters Score -2.60103e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132736 members 
Mstep: Class 2 contains 147263 members 
Entering Unmasked Estep 
Score: -26010364.000000 Penalty: 4076.325928
	Iteration 111Q: 3 clusters Score -2.601036e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 147068 members 
Entering Unmasked Estep 
Score: -26010446.000000 Penalty: 4076.325928
	Iteration 112Q: 3 clusters Score -2.601045e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133151 members 
Mstep: Class 2 contains 146848 members 
Entering Unmasked Estep 
Score: -26010466.000000 Penalty: 4076.325928
	Iteration 113Q: 3 clusters Score -2.601047e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133431 members 
Mstep: Class 2 contains 146568 members 
Entering Unmasked Estep 
Score: -26010470.000000 Penalty: 4076.325928
	Iteration 114Q: 3 clusters Score -2.601047e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133715 members 
Mstep: Class 2 contains 146284 members 
Entering Unmasked Estep 
Score: -26010492.000000 Penalty: 4076.325928
	Iteration 115Q: 3 clusters Score -2.601049e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134000 members 
Mstep: Class 2 contains 145999 members 
Entering Unmasked Estep 
Score: -26010546.000000 Penalty: 4076.325928
	Iteration 116Q: 3 clusters Score -2.601055e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134301 members 
Mstep: Class 2 contains 145698 members 
Entering Unmasked Estep 
Score: -26010582.000000 Penalty: 4076.325928
	Iteration 117Q: 3 clusters Score -2.601058e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134581 members 
Mstep: Class 2 contains 145418 members 
Entering Unmasked Estep 
Score: -26010604.000000 Penalty: 4076.325928
	Iteration 118Q: 3 clusters Score -2.60106e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -26010656.000000 Penalty: 4076.325928
	Iteration 119Q: 3 clusters Score -2.601066e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135226 members 
Mstep: Class 2 contains 144773 members 
Entering Unmasked Estep 
Score: -26010702.000000 Penalty: 4076.325928
	Iteration 120F: 3 clusters Score -2.60107e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135593 members 
Mstep: Class 2 contains 144406 members 
Entering Unmasked Estep 
Score: -26010698.000000 Penalty: 4076.325928
	Iteration 121Q: 3 clusters Score -2.60107e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135952 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -26010756.000000 Penalty: 4076.325928
	Iteration 122Q: 3 clusters Score -2.601076e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136335 members 
Mstep: Class 2 contains 143664 members 
Entering Unmasked Estep 
Score: -26010760.000000 Penalty: 4076.325928
	Iteration 123Q: 3 clusters Score -2.601076e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136721 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -26010828.000000 Penalty: 4076.325928
	Iteration 124Q: 3 clusters Score -2.601083e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137134 members 
Mstep: Class 2 contains 142865 members 
Entering Unmasked Estep 
Score: -26010906.000000 Penalty: 4076.325928
	Iteration 125Q: 3 clusters Score -2.601091e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -26010880.000000 Penalty: 4076.325928
	Iteration 126Q: 3 clusters Score -2.601088e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137987 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -26010896.000000 Penalty: 4076.325928
	Iteration 127Q: 3 clusters Score -2.60109e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138483 members 
Mstep: Class 2 contains 141516 members 
Entering Unmasked Estep 
Score: -26011002.000000 Penalty: 4076.325928
	Iteration 128Q: 3 clusters Score -2.6011e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -26011072.000000 Penalty: 4076.325928
	Iteration 129Q: 3 clusters Score -2.601107e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139541 members 
Mstep: Class 2 contains 140458 members 
Entering Unmasked Estep 
Score: -26011192.000000 Penalty: 4076.325928
	Iteration 130Q: 3 clusters Score -2.601119e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 139972 members 
Entering Unmasked Estep 
Score: -26011288.000000 Penalty: 4076.325928
	Iteration 131Q: 3 clusters Score -2.601129e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140491 members 
Mstep: Class 2 contains 139508 members 
Entering Unmasked Estep 
Score: -26011352.000000 Penalty: 4076.325928
	Iteration 132Q: 3 clusters Score -2.601135e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140960 members 
Mstep: Class 2 contains 139039 members 
Entering Unmasked Estep 
Score: -26011380.000000 Penalty: 4076.325928
	Iteration 133Q: 3 clusters Score -2.601138e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141460 members 
Mstep: Class 2 contains 138539 members 
Entering Unmasked Estep 
Score: -26011388.000000 Penalty: 4076.325928
	Iteration 134Q: 3 clusters Score -2.601139e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141963 members 
Mstep: Class 2 contains 138036 members 
Entering Unmasked Estep 
Score: -26011432.000000 Penalty: 4076.325928
	Iteration 135Q: 3 clusters Score -2.601143e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142456 members 
Mstep: Class 2 contains 137543 members 
Entering Unmasked Estep 
Score: -26011580.000000 Penalty: 4076.325928
	Iteration 136Q: 3 clusters Score -2.601158e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142954 members 
Mstep: Class 2 contains 137045 members 
Entering Unmasked Estep 
Score: -26011668.000000 Penalty: 4076.325928
	Iteration 137Q: 3 clusters Score -2.601167e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 136552 members 
Entering Unmasked Estep 
Score: -26011710.000000 Penalty: 4076.325928
	Iteration 138Q: 3 clusters Score -2.601171e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 136030 members 
Entering Unmasked Estep 
Score: -26011722.000000 Penalty: 4076.325928
	Iteration 139Q: 3 clusters Score -2.601172e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144473 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -26011784.000000 Penalty: 4076.325928
	Iteration 140F: 3 clusters Score -2.601178e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145033 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -26011824.000000 Penalty: 4076.325928
	Iteration 141Q: 3 clusters Score -2.601182e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -26011874.000000 Penalty: 4076.325928
	Iteration 142Q: 3 clusters Score -2.601187e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146250 members 
Mstep: Class 2 contains 133749 members 
Entering Unmasked Estep 
Score: -26012058.000000 Penalty: 4076.325928
	Iteration 143Q: 3 clusters Score -2.601206e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146866 members 
Mstep: Class 2 contains 133133 members 
Entering Unmasked Estep 
Score: -26012176.000000 Penalty: 4076.325928
	Iteration 144Q: 3 clusters Score -2.601218e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 132477 members 
Entering Unmasked Estep 
Score: -26012210.000000 Penalty: 4076.325928
	Iteration 145Q: 3 clusters Score -2.601221e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148175 members 
Mstep: Class 2 contains 131824 members 
Entering Unmasked Estep 
Score: -26012340.000000 Penalty: 4076.325928
	Iteration 146Q: 3 clusters Score -2.601234e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148840 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -26012342.000000 Penalty: 4076.325928
	Iteration 147Q: 3 clusters Score -2.601234e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149445 members 
Mstep: Class 2 contains 130554 members 
Entering Unmasked Estep 
Score: -26012374.000000 Penalty: 4076.325928
	Iteration 148Q: 3 clusters Score -2.601237e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149977 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -26012436.000000 Penalty: 4076.325928
	Iteration 149Q: 3 clusters Score -2.601244e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150451 members 
Mstep: Class 2 contains 129548 members 
Entering Unmasked Estep 
Score: -26012524.000000 Penalty: 4076.325928
	Iteration 150Q: 3 clusters Score -2.601252e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -26012586.000000 Penalty: 4076.325928
	Iteration 151Q: 3 clusters Score -2.601259e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 128509 members 
Entering Unmasked Estep 
Score: -26012728.000000 Penalty: 4076.325928
	Iteration 152Q: 3 clusters Score -2.601273e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -26012832.000000 Penalty: 4076.325928
	Iteration 153Q: 3 clusters Score -2.601283e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152734 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -26012866.000000 Penalty: 4076.325928
	Iteration 154Q: 3 clusters Score -2.601287e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153317 members 
Mstep: Class 2 contains 126682 members 
Entering Unmasked Estep 
Score: -26012932.000000 Penalty: 4076.325928
	Iteration 155Q: 3 clusters Score -2.601293e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -26013164.000000 Penalty: 4076.325928
	Iteration 156Q: 3 clusters Score -2.601316e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 125363 members 
Entering Unmasked Estep 
Score: -26013176.000000 Penalty: 4076.325928
	Iteration 157Q: 3 clusters Score -2.601318e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 124770 members 
Entering Unmasked Estep 
Score: -26013162.000000 Penalty: 4076.325928
	Iteration 158Q: 3 clusters Score -2.601316e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
Score: -26013230.000000 Penalty: 4076.325928
	Iteration 159Q: 3 clusters Score -2.601323e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156070 members 
Mstep: Class 2 contains 123929 members 
Entering Unmasked Estep 
Score: -26013284.000000 Penalty: 4076.325928
	Iteration 160F: 3 clusters Score -2.601328e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -26013288.000000 Penalty: 4076.325928
	Iteration 161Q: 3 clusters Score -2.601329e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156833 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -26013368.000000 Penalty: 4076.325928
	Iteration 162Q: 3 clusters Score -2.601337e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 122720 members 
Entering Unmasked Estep 
Score: -26013472.000000 Penalty: 4076.325928
	Iteration 163Q: 3 clusters Score -2.601347e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 122273 members 
Entering Unmasked Estep 
Score: -26013570.000000 Penalty: 4076.325928
	Iteration 164Q: 3 clusters Score -2.601357e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 121792 members 
Entering Unmasked Estep 
Score: -26013656.000000 Penalty: 4076.325928
	Iteration 165Q: 3 clusters Score -2.601366e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158704 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -26013680.000000 Penalty: 4076.325928
	Iteration 166Q: 3 clusters Score -2.601368e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159133 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -26013788.000000 Penalty: 4076.325928
	Iteration 167Q: 3 clusters Score -2.601379e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 120414 members 
Entering Unmasked Estep 
Score: -26013862.000000 Penalty: 4076.325928
	Iteration 168Q: 3 clusters Score -2.601386e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159984 members 
Mstep: Class 2 contains 120015 members 
Entering Unmasked Estep 
Score: -26013876.000000 Penalty: 4076.325928
	Iteration 169Q: 3 clusters Score -2.601388e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -26014014.000000 Penalty: 4076.325928
	Iteration 170Q: 3 clusters Score -2.601401e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160757 members 
Mstep: Class 2 contains 119242 members 
Entering Unmasked Estep 
Score: -26014058.000000 Penalty: 4076.325928
	Iteration 171Q: 3 clusters Score -2.601406e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -26014114.000000 Penalty: 4076.325928
	Iteration 172Q: 3 clusters Score -2.601411e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161353 members 
Mstep: Class 2 contains 118646 members 
Entering Unmasked Estep 
Score: -26014096.000000 Penalty: 4076.325928
	Iteration 173Q: 3 clusters Score -2.60141e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161614 members 
Mstep: Class 2 contains 118385 members 
Entering Unmasked Estep 
Score: -26014148.000000 Penalty: 4076.325928
	Iteration 174Q: 3 clusters Score -2.601415e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161896 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -26014184.000000 Penalty: 4076.325928
	Iteration 175Q: 3 clusters Score -2.601418e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162136 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -26014238.000000 Penalty: 4076.325928
	Iteration 176Q: 3 clusters Score -2.601424e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162434 members 
Mstep: Class 2 contains 117565 members 
Entering Unmasked Estep 
Score: -26014322.000000 Penalty: 4076.325928
	Iteration 177Q: 3 clusters Score -2.601432e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162711 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -26014362.000000 Penalty: 4076.325928
	Iteration 178Q: 3 clusters Score -2.601436e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 117011 members 
Entering Unmasked Estep 
Score: -26014434.000000 Penalty: 4076.325928
	Iteration 179Q: 3 clusters Score -2.601443e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -26014438.000000 Penalty: 4076.325928
	Iteration 180F: 3 clusters Score -2.601444e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -26014462.000000 Penalty: 4076.325928
	Iteration 181Q: 3 clusters Score -2.601446e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -26014526.000000 Penalty: 4076.325928
	Iteration 182Q: 3 clusters Score -2.601453e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 116074 members 
Entering Unmasked Estep 
Score: -26014568.000000 Penalty: 4076.325928
	Iteration 183Q: 3 clusters Score -2.601457e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
Score: -26014556.000000 Penalty: 4076.325928
	Iteration 184Q: 3 clusters Score -2.601456e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164328 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -26014588.000000 Penalty: 4076.325928
	Iteration 185Q: 3 clusters Score -2.601459e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -26014704.000000 Penalty: 4076.325928
	Iteration 186Q: 3 clusters Score -2.60147e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164755 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
Score: -26014762.000000 Penalty: 4076.325928
	Iteration 187Q: 3 clusters Score -2.601476e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164983 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -26014826.000000 Penalty: 4076.325928
	Iteration 188Q: 3 clusters Score -2.601483e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -26014904.000000 Penalty: 4076.325928
	Iteration 189Q: 3 clusters Score -2.60149e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 114440 members 
Entering Unmasked Estep 
Score: -26015042.000000 Penalty: 4076.325928
	Iteration 190Q: 3 clusters Score -2.601504e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165873 members 
Mstep: Class 2 contains 114126 members 
Entering Unmasked Estep 
Score: -26015048.000000 Penalty: 4076.325928
	Iteration 191Q: 3 clusters Score -2.601505e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166171 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -26015100.000000 Penalty: 4076.325928
	Iteration 192Q: 3 clusters Score -2.60151e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166471 members 
Mstep: Class 2 contains 113528 members 
Entering Unmasked Estep 
Score: -26015130.000000 Penalty: 4076.325928
	Iteration 193Q: 3 clusters Score -2.601513e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -26015206.000000 Penalty: 4076.325928
	Iteration 194Q: 3 clusters Score -2.601521e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167088 members 
Mstep: Class 2 contains 112911 members 
Entering Unmasked Estep 
Score: -26015236.000000 Penalty: 4076.325928
	Iteration 195Q: 3 clusters Score -2.601524e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -26015278.000000 Penalty: 4076.325928
	Iteration 196Q: 3 clusters Score -2.601528e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 112328 members 
Entering Unmasked Estep 
Score: -26015320.000000 Penalty: 4076.325928
	Iteration 197Q: 3 clusters Score -2.601532e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167959 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -26015346.000000 Penalty: 4076.325928
	Iteration 198Q: 3 clusters Score -2.601535e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 111710 members 
Entering Unmasked Estep 
Score: -26015378.000000 Penalty: 4076.325928
	Iteration 199Q: 3 clusters Score -2.601538e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168642 members 
Mstep: Class 2 contains 111357 members 
Entering Unmasked Estep 
Score: -26015526.000000 Penalty: 4076.325928
	Iteration 200F: 3 clusters Score -2.601553e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169043 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -26015552.000000 Penalty: 4076.325928
	Iteration 201Q: 3 clusters Score -2.601555e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169449 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -26015594.000000 Penalty: 4076.325928
	Iteration 202Q: 3 clusters Score -2.601559e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -26015588.000000 Penalty: 4076.325928
	Iteration 203Q: 3 clusters Score -2.601559e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170316 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -26015574.000000 Penalty: 4076.325928
	Iteration 204Q: 3 clusters Score -2.601557e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 109263 members 
Entering Unmasked Estep 
Score: -26015668.000000 Penalty: 4076.325928
	Iteration 205Q: 3 clusters Score -2.601567e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -26015730.000000 Penalty: 4076.325928
	Iteration 206Q: 3 clusters Score -2.601573e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171590 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -26015760.000000 Penalty: 4076.325928
	Iteration 207Q: 3 clusters Score -2.601576e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 107989 members 
Entering Unmasked Estep 
Score: -26015846.000000 Penalty: 4076.325928
	Iteration 208Q: 3 clusters Score -2.601585e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -26015922.000000 Penalty: 4076.325928
	Iteration 209Q: 3 clusters Score -2.601592e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172875 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -26016012.000000 Penalty: 4076.325928
	Iteration 210Q: 3 clusters Score -2.601601e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173297 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -26016062.000000 Penalty: 4076.325928
	Iteration 211Q: 3 clusters Score -2.601606e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -26016178.000000 Penalty: 4076.325928
	Iteration 212Q: 3 clusters Score -2.601618e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174257 members 
Mstep: Class 2 contains 105742 members 
Entering Unmasked Estep 
Score: -26016324.000000 Penalty: 4076.325928
	Iteration 213Q: 3 clusters Score -2.601632e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174883 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -26016428.000000 Penalty: 4076.325928
	Iteration 214Q: 3 clusters Score -2.601643e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175587 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -26016556.000000 Penalty: 4076.325928
	Iteration 215Q: 3 clusters Score -2.601656e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176409 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -26016720.000000 Penalty: 4076.325928
	Iteration 216Q: 3 clusters Score -2.601672e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177318 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -26017008.000000 Penalty: 4076.325928
	Iteration 217Q: 3 clusters Score -2.601701e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178481 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -26017306.000000 Penalty: 4076.325928
	Iteration 218Q: 3 clusters Score -2.601731e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179874 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -26017566.000000 Penalty: 4076.325928
	Iteration 219Q: 3 clusters Score -2.601757e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181451 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -26017852.000000 Penalty: 4076.325928
	Iteration 220F: 3 clusters Score -2.601785e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183118 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -26018278.000000 Penalty: 4076.325928
	Iteration 221Q: 3 clusters Score -2.601828e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184938 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -26018586.000000 Penalty: 4076.325928
	Iteration 222Q: 3 clusters Score -2.601859e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186896 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -26018928.000000 Penalty: 4076.325928
	Iteration 223Q: 3 clusters Score -2.601893e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189060 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -26019372.000000 Penalty: 4076.325928
	Iteration 224Q: 3 clusters Score -2.601937e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191433 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -26020138.000000 Penalty: 4076.325928
	Iteration 225Q: 3 clusters Score -2.602014e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194085 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -26020788.000000 Penalty: 4076.325928
	Iteration 226Q: 3 clusters Score -2.602079e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197073 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -26021642.000000 Penalty: 4076.325928
	Iteration 227Q: 3 clusters Score -2.602164e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200407 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -26022684.000000 Penalty: 4076.325928
	Iteration 228Q: 3 clusters Score -2.602268e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204231 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -26023944.000000 Penalty: 4076.325928
	Iteration 229Q: 3 clusters Score -2.602394e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208568 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -26025042.000000 Penalty: 4076.325928
	Iteration 230Q: 3 clusters Score -2.602504e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213473 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -26026174.000000 Penalty: 4076.325928
	Iteration 231Q: 3 clusters Score -2.602617e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218879 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -26027554.000000 Penalty: 4076.325928
	Iteration 232Q: 3 clusters Score -2.602755e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224629 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -26028680.000000 Penalty: 4076.325928
	Iteration 233Q: 3 clusters Score -2.602868e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230730 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -26029896.000000 Penalty: 4076.325928
	Iteration 234Q: 3 clusters Score -2.60299e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237008 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -26031178.000000 Penalty: 4076.325928
	Iteration 235Q: 3 clusters Score -2.603118e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243172 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -26032402.000000 Penalty: 4076.325928
	Iteration 236Q: 3 clusters Score -2.60324e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249114 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -26033212.000000 Penalty: 4076.325928
	Iteration 237Q: 3 clusters Score -2.603321e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254080 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -26033346.000000 Penalty: 4076.325928
	Iteration 238Q: 3 clusters Score -2.603335e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257490 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -26033158.000000 Penalty: 4076.325928
	Iteration 239Q: 3 clusters Score -2.603316e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259812 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -26034058.000000 Penalty: 4076.325928
	Iteration 240F: 3 clusters Score -2.603406e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263480 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -26034248.000000 Penalty: 4076.325928
	Iteration 241Q: 3 clusters Score -2.603425e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266218 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -26034122.000000 Penalty: 4076.325928
	Iteration 242Q: 3 clusters Score -2.603412e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268357 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -26033792.000000 Penalty: 4076.325928
	Iteration 243Q: 3 clusters Score -2.603379e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270004 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -26033752.000000 Penalty: 4076.325928
	Iteration 244Q: 3 clusters Score -2.603375e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271286 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -26033614.000000 Penalty: 4076.325928
	Iteration 245Q: 3 clusters Score -2.603361e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272330 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -26033368.000000 Penalty: 4076.325928
	Iteration 246Q: 3 clusters Score -2.603337e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273125 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -26033216.000000 Penalty: 4076.325928
	Iteration 247Q: 3 clusters Score -2.603322e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273795 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -26033134.000000 Penalty: 4076.325928
	Iteration 248Q: 3 clusters Score -2.603313e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274353 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -26032986.000000 Penalty: 4076.325928
	Iteration 249Q: 3 clusters Score -2.603299e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274865 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -26032928.000000 Penalty: 4076.325928
	Iteration 250Q: 3 clusters Score -2.603293e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275272 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -26032924.000000 Penalty: 4076.325928
	Iteration 251Q: 3 clusters Score -2.603292e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275615 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -26032896.000000 Penalty: 4076.325928
	Iteration 252Q: 3 clusters Score -2.60329e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275914 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -26032808.000000 Penalty: 4076.325928
	Iteration 253Q: 3 clusters Score -2.603281e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276171 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -26032740.000000 Penalty: 4076.325928
	Iteration 254Q: 3 clusters Score -2.603274e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276374 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -26032666.000000 Penalty: 4076.325928
	Iteration 255Q: 3 clusters Score -2.603267e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276535 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -26032626.000000 Penalty: 4076.325928
	Iteration 256Q: 3 clusters Score -2.603263e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276667 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -26032654.000000 Penalty: 4076.325928
	Iteration 257Q: 3 clusters Score -2.603265e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276797 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -26032656.000000 Penalty: 4076.325928
	Iteration 258Q: 3 clusters Score -2.603266e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276911 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -26032640.000000 Penalty: 4076.325928
	Iteration 259Q: 3 clusters Score -2.603264e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277022 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -26032590.000000 Penalty: 4076.325928
	Iteration 260F: 3 clusters Score -2.603259e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277105 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -26032550.000000 Penalty: 4076.325928
	Iteration 261Q: 3 clusters Score -2.603255e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277184 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -26032550.000000 Penalty: 4076.325928
	Iteration 262Q: 3 clusters Score -2.603255e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277273 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -26032536.000000 Penalty: 4076.325928
	Iteration 263Q: 3 clusters Score -2.603254e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277355 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -26032542.000000 Penalty: 4076.325928
	Iteration 264Q: 3 clusters Score -2.603254e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277442 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -26032536.000000 Penalty: 4076.325928
	Iteration 265Q: 3 clusters Score -2.603254e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277528 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -26032562.000000 Penalty: 4076.325928
	Iteration 266Q: 3 clusters Score -2.603256e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277593 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -26032534.000000 Penalty: 4076.325928
	Iteration 267Q: 3 clusters Score -2.603253e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277655 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -26032514.000000 Penalty: 4076.325928
	Iteration 268Q: 3 clusters Score -2.603251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277704 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -26032524.000000 Penalty: 4076.325928
	Iteration 269Q: 3 clusters Score -2.603252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277746 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -26032490.000000 Penalty: 4076.325928
	Iteration 270Q: 3 clusters Score -2.603249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277769 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -26032488.000000 Penalty: 4076.325928
	Iteration 271Q: 3 clusters Score -2.603249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277796 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -26032464.000000 Penalty: 4076.325928
	Iteration 272Q: 3 clusters Score -2.603246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277821 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -26032468.000000 Penalty: 4076.325928
	Iteration 273Q: 3 clusters Score -2.603247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277842 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -26032460.000000 Penalty: 4076.325928
	Iteration 274Q: 3 clusters Score -2.603246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277855 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -26032464.000000 Penalty: 4076.325928
	Iteration 275Q: 3 clusters Score -2.603246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277867 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -26032460.000000 Penalty: 4076.325928
	Iteration 276Q: 3 clusters Score -2.603246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277877 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -26032480.000000 Penalty: 4076.325928
	Iteration 277Q: 3 clusters Score -2.603248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277891 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -26032446.000000 Penalty: 4076.325928
	Iteration 278Q: 3 clusters Score -2.603245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277905 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -26032442.000000 Penalty: 4076.325928
	Iteration 279Q: 3 clusters Score -2.603244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277920 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -26032446.000000 Penalty: 4076.325928
	Iteration 280F: 3 clusters Score -2.603245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277940 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -26032430.000000 Penalty: 4076.325928
	Iteration 281Q: 3 clusters Score -2.603243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277956 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -26032418.000000 Penalty: 4076.325928
	Iteration 282Q: 3 clusters Score -2.603242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277969 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -26032398.000000 Penalty: 4076.325928
	Iteration 283Q: 3 clusters Score -2.60324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277984 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -26032408.000000 Penalty: 4076.325928
	Iteration 284Q: 3 clusters Score -2.603241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278000 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -26032398.000000 Penalty: 4076.325928
	Iteration 285Q: 3 clusters Score -2.60324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278018 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -26032392.000000 Penalty: 4076.325928
	Iteration 286Q: 3 clusters Score -2.603239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278040 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -26032370.000000 Penalty: 4076.325928
	Iteration 287Q: 3 clusters Score -2.603237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278055 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -26032352.000000 Penalty: 4076.325928
	Iteration 288Q: 3 clusters Score -2.603235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278067 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -26032358.000000 Penalty: 4076.325928
	Iteration 289Q: 3 clusters Score -2.603236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278082 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -26032386.000000 Penalty: 4076.325928
	Iteration 290Q: 3 clusters Score -2.603239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278095 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -26032356.000000 Penalty: 4076.325928
	Iteration 291Q: 3 clusters Score -2.603236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278102 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -26032366.000000 Penalty: 4076.325928
	Iteration 292Q: 3 clusters Score -2.603237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278108 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -26032368.000000 Penalty: 4076.325928
	Iteration 293Q: 3 clusters Score -2.603237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278115 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -26032360.000000 Penalty: 4076.325928
	Iteration 294Q: 3 clusters Score -2.603236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278125 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -26032364.000000 Penalty: 4076.325928
	Iteration 295Q: 3 clusters Score -2.603236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278134 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -26032370.000000 Penalty: 4076.325928
	Iteration 296Q: 3 clusters Score -2.603237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278140 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -26032356.000000 Penalty: 4076.325928
	Iteration 297Q: 3 clusters Score -2.603236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278141 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -26032360.000000 Penalty: 4076.325928
	Iteration 298Q: 3 clusters Score -2.603236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278143 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -26032376.000000 Penalty: 4076.325928
	Iteration 299Q: 3 clusters Score -2.603238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278145 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -26032372.000000 Penalty: 4076.325928
	Iteration 300F: 3 clusters Score -2.603237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278148 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -26032370.000000 Penalty: 4076.325928
	Iteration 301Q: 3 clusters Score -2.603237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278149 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -26032372.000000 Penalty: 4076.325928
	Iteration 302Q: 3 clusters Score -2.603237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278149 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -26032372.000000 Penalty: 4076.325928
	Iteration 303F: 3 clusters Score -2.603237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Entering Unmasked Estep 
Score: -1853226.625000 Penalty: 1617.314819
	Iteration 0F: 2 clusters Score -1853227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1838921.250000 Penalty: 3234.629639
	Iteration 0F: 3 clusters Score -1838921 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1844240.625000 Penalty: 3234.629639
	Iteration 1F: 3 clusters Score -1844241 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1844626.625000 Penalty: 3234.629639
	Iteration 2F: 3 clusters Score -1844627 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1845020.375000 Penalty: 3234.629639
	Iteration 3Q: 3 clusters Score -1845020 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1845537.500000 Penalty: 3234.629639
	Iteration 4Q: 3 clusters Score -1845538 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1846223.875000 Penalty: 3234.629639
	Iteration 5Q: 3 clusters Score -1846224 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1847165.375000 Penalty: 3234.629639
	Iteration 6F: 3 clusters Score -1847165 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1848353.000000 Penalty: 3234.629639
	Iteration 7F: 3 clusters Score -1848353 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1849532.875000 Penalty: 3234.629639
	Iteration 8F: 3 clusters Score -1849533 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1850383.125000 Penalty: 3234.629639
	Iteration 9F: 3 clusters Score -1850383 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1850999.125000 Penalty: 3234.629639
	Iteration 10Q: 3 clusters Score -1850999 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1851435.875000 Penalty: 3234.629639
	Iteration 11Q: 3 clusters Score -1851436 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1851735.500000 Penalty: 3234.629639
	Iteration 12Q: 3 clusters Score -1851736 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1851929.125000 Penalty: 3234.629639
	Iteration 13Q: 3 clusters Score -1851929 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1852044.875000 Penalty: 3234.629639
	Iteration 14Q: 3 clusters Score -1852045 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1852122.875000 Penalty: 3234.629639
	Iteration 15Q: 3 clusters Score -1852123 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1852162.250000 Penalty: 3234.629639
	Iteration 16Q: 3 clusters Score -1852162 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1852193.625000 Penalty: 3234.629639
	Iteration 17Q: 3 clusters Score -1852194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1852214.875000 Penalty: 3234.629639
	Iteration 18Q: 3 clusters Score -1852215 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1852235.625000 Penalty: 3234.629639
	Iteration 19Q: 3 clusters Score -1852236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1852243.375000 Penalty: 3234.629639
	Iteration 20F: 3 clusters Score -1852243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1852239.375000 Penalty: 3234.629639
	Iteration 21Q: 3 clusters Score -1852239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1852251.125000 Penalty: 3234.629639
	Iteration 22Q: 3 clusters Score -1852251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1852253.000000 Penalty: 3234.629639
	Iteration 23Q: 3 clusters Score -1852253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1852255.375000 Penalty: 3234.629639
	Iteration 24Q: 3 clusters Score -1852255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1852256.000000 Penalty: 3234.629639
	Iteration 25Q: 3 clusters Score -1852256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1852255.375000 Penalty: 3234.629639
	Iteration 26Q: 3 clusters Score -1852255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1852255.250000 Penalty: 3234.629639
	Iteration 27Q: 3 clusters Score -1852255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1852256.250000 Penalty: 3234.629639
	Iteration 28Q: 3 clusters Score -1852256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1852256.875000 Penalty: 3234.629639
	Iteration 29Q: 3 clusters Score -1852257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1852257.875000 Penalty: 3234.629639
	Iteration 30Q: 3 clusters Score -1852258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1852257.375000 Penalty: 3234.629639
	Iteration 31Q: 3 clusters Score -1852257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1852256.375000 Penalty: 3234.629639
	Iteration 32Q: 3 clusters Score -1852256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1852255.000000 Penalty: 3234.629639
	Iteration 33Q: 3 clusters Score -1852255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1852254.250000 Penalty: 3234.629639
	Iteration 34Q: 3 clusters Score -1852254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1852258.500000 Penalty: 3234.629639
	Iteration 35Q: 3 clusters Score -1852258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1852261.625000 Penalty: 3234.629639
	Iteration 36Q: 3 clusters Score -1852262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1852258.750000 Penalty: 3234.629639
	Iteration 37Q: 3 clusters Score -1852259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1852256.375000 Penalty: 3234.629639
	Iteration 38Q: 3 clusters Score -1852256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1852258.875000 Penalty: 3234.629639
	Iteration 39Q: 3 clusters Score -1852259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1852263.000000 Penalty: 3234.629639
	Iteration 40F: 3 clusters Score -1852263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1852263.625000 Penalty: 3234.629639
	Iteration 41Q: 3 clusters Score -1852264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1852264.625000 Penalty: 3234.629639
	Iteration 42Q: 3 clusters Score -1852265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1852263.375000 Penalty: 3234.629639
	Iteration 43Q: 3 clusters Score -1852263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1852264.375000 Penalty: 3234.629639
	Iteration 44Q: 3 clusters Score -1852264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1852265.125000 Penalty: 3234.629639
	Iteration 45Q: 3 clusters Score -1852265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1852262.375000 Penalty: 3234.629639
	Iteration 46Q: 3 clusters Score -1852262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1852261.250000 Penalty: 3234.629639
	Iteration 47Q: 3 clusters Score -1852261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1852261.750000 Penalty: 3234.629639
	Iteration 48Q: 3 clusters Score -1852262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1852263.375000 Penalty: 3234.629639
	Iteration 49Q: 3 clusters Score -1852263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1852263.375000 Penalty: 3234.629639
	Iteration 50F: 3 clusters Score -1852263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 5 contains 126695 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 8 contains 46923 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 18710 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 279999 members 
Mstep: Class 19 contains 21009 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -6.641315e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 127512 members 
Mstep: Class 6 contains 36091 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 48342 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 157262 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 4760 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 3598 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 277959 members 
Mstep: Class 19 contains 21136 members 
Mstep: Class 20 contains 9814 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 21 clusters Score -6.641661e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 876 members 
Mstep: Class 5 contains 128193 members 
Mstep: Class 6 contains 35694 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 49744 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 158237 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 20261 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 2583 members 
Mstep: Class 15 contains 3564 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 273515 members 
Mstep: Class 19 contains 20726 members 
Mstep: Class 20 contains 10230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 21 clusters Score -6.641843e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9876 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 128970 members 
Mstep: Class 6 contains 35408 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 51354 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 158732 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 21184 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 3545 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 269385 members 
Mstep: Class 19 contains 20583 members 
Mstep: Class 20 contains 10359 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -6.641894e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9880 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 129841 members 
Mstep: Class 6 contains 35092 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 53066 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 159166 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 22109 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 3594 members 
Mstep: Class 16 contains 761 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 265197 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 10378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -6.641902e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9886 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 130739 members 
Mstep: Class 6 contains 34748 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 54866 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 159535 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 23079 members 
Mstep: Class 13 contains 5838 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 745 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 260993 members 
Mstep: Class 19 contains 20513 members 
Mstep: Class 20 contains 10359 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -6.6419e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9891 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 131715 members 
Mstep: Class 6 contains 34440 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 56801 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 159787 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 24010 members 
Mstep: Class 13 contains 6154 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 732 members 
Mstep: Class 17 contains 2257 members 
Mstep: Class 18 contains 256683 members 
Mstep: Class 19 contains 20514 members 
Mstep: Class 20 contains 10301 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -6.641905e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9892 members 
Mstep: Class 3 contains 404 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 132799 members 
Mstep: Class 6 contains 34170 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 58900 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 160075 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 24935 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 722 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 252089 members 
Mstep: Class 19 contains 20551 members 
Mstep: Class 20 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 21 clusters Score -6.641906e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9905 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 134019 members 
Mstep: Class 6 contains 33894 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 61134 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160313 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 25903 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 718 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 247287 members 
Mstep: Class 19 contains 20576 members 
Mstep: Class 20 contains 10081 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -6.641962e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9914 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 135327 members 
Mstep: Class 6 contains 33655 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 63570 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160592 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 26825 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 242177 members 
Mstep: Class 19 contains 20565 members 
Mstep: Class 20 contains 9965 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 21 clusters Score -6.641992e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9918 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 136719 members 
Mstep: Class 6 contains 33462 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 66185 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160785 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 27711 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 236904 members 
Mstep: Class 19 contains 20558 members 
Mstep: Class 20 contains 9856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66419676.000000 Penalty: 43859.843750
Iteration 49Q: 21 clusters Score -6.641968e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9932 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 138127 members 
Mstep: Class 6 contains 33291 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 68946 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160928 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 28520 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 231641 members 
Mstep: Class 19 contains 20561 members 
Mstep: Class 20 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66419620.000000 Penalty: 43859.843750
Iteration 50Q: 21 clusters Score -6.641962e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9945 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 139635 members 
Mstep: Class 6 contains 33178 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 71814 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160937 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 29371 members 
Mstep: Class 13 contains 8052 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 4034 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 226240 members 
Mstep: Class 19 contains 20584 members 
Mstep: Class 20 contains 9561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66420132.000000 Penalty: 43859.843750
Iteration 51Q: 21 clusters Score -6.642013e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9956 members 
Mstep: Class 3 contains 400 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 141072 members 
Mstep: Class 6 contains 33101 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 74776 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160911 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 30214 members 
Mstep: Class 13 contains 8287 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 4083 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 2433 members 
Mstep: Class 18 contains 220871 members 
Mstep: Class 19 contains 20601 members 
Mstep: Class 20 contains 9422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66420948.000000 Penalty: 43859.843750
Iteration 52Q: 21 clusters Score -6.642095e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9975 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 142539 members 
Mstep: Class 6 contains 32961 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 77910 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160808 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 31036 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 4114 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 2442 members 
Mstep: Class 18 contains 215472 members 
Mstep: Class 19 contains 20617 members 
Mstep: Class 20 contains 9283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66421888.000000 Penalty: 43859.843750
Iteration 53Q: 21 clusters Score -6.642189e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 9997 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 143953 members 
Mstep: Class 6 contains 32734 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 81168 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160635 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 31818 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 2662 members 
Mstep: Class 15 contains 4160 members 
Mstep: Class 16 contains 707 members 
Mstep: Class 17 contains 2454 members 
Mstep: Class 18 contains 210182 members 
Mstep: Class 19 contains 20638 members 
Mstep: Class 20 contains 9146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66422432.000000 Penalty: 43859.843750
Iteration 54Q: 21 clusters Score -6.642243e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 145283 members 
Mstep: Class 6 contains 32463 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 84440 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 160499 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 32551 members 
Mstep: Class 13 contains 8985 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 15 contains 4205 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 205014 members 
Mstep: Class 19 contains 20680 members 
Mstep: Class 20 contains 8996 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -6.642327e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10033 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 146439 members 
Mstep: Class 6 contains 32157 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 87680 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 160319 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 33165 members 
Mstep: Class 13 contains 9212 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 18 contains 200260 members 
Mstep: Class 19 contains 20735 members 
Mstep: Class 20 contains 8850 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -6.642421e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 147420 members 
Mstep: Class 6 contains 31757 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 90969 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 160174 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 33766 members 
Mstep: Class 13 contains 9450 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 2466 members 
Mstep: Class 18 contains 195728 members 
Mstep: Class 19 contains 20785 members 
Mstep: Class 20 contains 8688 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -6.642507e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 148250 members 
Mstep: Class 6 contains 31250 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 94130 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 160080 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 34310 members 
Mstep: Class 13 contains 9694 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 2476 members 
Mstep: Class 18 contains 191549 members 
Mstep: Class 19 contains 20873 members 
Mstep: Class 20 contains 8518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 21 clusters Score -6.642624e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10084 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 148986 members 
Mstep: Class 6 contains 30655 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 97265 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 159911 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 34783 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 187759 members 
Mstep: Class 19 contains 20960 members 
Mstep: Class 20 contains 8348 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -6.642773e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10094 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 149534 members 
Mstep: Class 6 contains 29969 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 100317 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 159662 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 35206 members 
Mstep: Class 13 contains 10133 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 2468 members 
Mstep: Class 18 contains 184448 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 8160 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -6.642898e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10096 members 
Mstep: Class 3 contains 404 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 149907 members 
Mstep: Class 6 contains 29297 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 103291 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 159387 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 35590 members 
Mstep: Class 13 contains 10346 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 2463 members 
Mstep: Class 18 contains 181464 members 
Mstep: Class 19 contains 21164 members 
Mstep: Class 20 contains 7968 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -6.643012e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10099 members 
Mstep: Class 3 contains 400 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 5 contains 150066 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 106269 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 159116 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 35943 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2785 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 2449 members 
Mstep: Class 18 contains 178809 members 
Mstep: Class 19 contains 21278 members 
Mstep: Class 20 contains 7765 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -6.64312e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10095 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 150094 members 
Mstep: Class 6 contains 27727 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 109139 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 158877 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 36217 members 
Mstep: Class 13 contains 10738 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 4491 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 18 contains 176447 members 
Mstep: Class 19 contains 21431 members 
Mstep: Class 20 contains 7544 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -6.643225e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10092 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 150005 members 
Mstep: Class 6 contains 26853 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 111943 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 158685 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 36437 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 4532 members 
Mstep: Class 16 contains 701 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 174359 members 
Mstep: Class 19 contains 21590 members 
Mstep: Class 20 contains 7338 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -6.643326e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10093 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 149793 members 
Mstep: Class 6 contains 25959 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 114471 members 
Mstep: Class 9 contains 394 members 
Mstep: Class 10 contains 158545 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 36625 members 
Mstep: Class 13 contains 11095 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 4582 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 172650 members 
Mstep: Class 19 contains 21731 members 
Mstep: Class 20 contains 7151 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -6.643412e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10093 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 149441 members 
Mstep: Class 6 contains 25045 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 116864 members 
Mstep: Class 9 contains 391 members 
Mstep: Class 10 contains 158509 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 36775 members 
Mstep: Class 13 contains 11238 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 4618 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 2397 members 
Mstep: Class 18 contains 171182 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 6956 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -6.643499e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10089 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 148980 members 
Mstep: Class 6 contains 24097 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 119167 members 
Mstep: Class 9 contains 391 members 
Mstep: Class 10 contains 158556 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 36899 members 
Mstep: Class 13 contains 11370 members 
Mstep: Class 14 contains 2915 members 
Mstep: Class 15 contains 4638 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 169870 members 
Mstep: Class 19 contains 22077 members 
Mstep: Class 20 contains 6780 members 
Entering Unmasked Estep 
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Score: -66435688.000000 Penalty: 43859.843750
Iteration 67Q: 21 clusters Score -6.643569e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 10091 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 148481 members 
Mstep: Class 6 contains 23092 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 121292 members 
Mstep: Class 9 contains 387 members 
Mstep: Class 10 contains 158770 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 36994 members 
Mstep: Class 13 contains 11486 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 168709 members 
Mstep: Class 19 contains 22255 members 
Mstep: Class 20 contains 6594 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -6.64365e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10091 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 147968 members 
Mstep: Class 6 contains 22133 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 123304 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 158955 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 37066 members 
Mstep: Class 13 contains 11592 members 
Mstep: Class 14 contains 2978 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 167697 members 
Mstep: Class 19 contains 22437 members 
Mstep: Class 20 contains 6403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66437436.000000 Penalty: 43859.843750
Iteration 69Q: 21 clusters Score -6.643744e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10086 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 147357 members 
Mstep: Class 6 contains 21174 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 125228 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 159134 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 37129 members 
Mstep: Class 13 contains 11681 members 
Mstep: Class 14 contains 3012 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 166886 members 
Mstep: Class 19 contains 22669 members 
Mstep: Class 20 contains 6191 members 
Entering Unmasked Estep 
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Score: -66438396.000000 Penalty: 43859.843750
Iteration 70Q: 21 clusters Score -6.64384e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10075 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 146639 members 
Mstep: Class 6 contains 20227 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 8 contains 127048 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 159352 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 37150 members 
Mstep: Class 13 contains 11749 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 166254 members 
Mstep: Class 19 contains 22919 members 
Mstep: Class 20 contains 5982 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -6.643938e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 395 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 145869 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 128815 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 159553 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 37143 members 
Mstep: Class 13 contains 11785 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 165734 members 
Mstep: Class 19 contains 23177 members 
Mstep: Class 20 contains 5782 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 21 clusters Score -6.643996e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 396 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 145028 members 
Mstep: Class 6 contains 18466 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 130552 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 159733 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 37107 members 
Mstep: Class 13 contains 11820 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 165353 members 
Mstep: Class 19 contains 23450 members 
Mstep: Class 20 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 21 clusters Score -6.644115e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10055 members 
Mstep: Class 3 contains 396 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 144148 members 
Mstep: Class 6 contains 17632 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 8 contains 132187 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 159923 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 37064 members 
Mstep: Class 13 contains 11849 members 
Mstep: Class 14 contains 3213 members 
Mstep: Class 15 contains 4631 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 2304 members 
Mstep: Class 18 contains 165064 members 
Mstep: Class 19 contains 23713 members 
Mstep: Class 20 contains 5363 members 
Entering Unmasked Estep 
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Iteration 74Q: 21 clusters Score -6.644181e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10047 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 143292 members 
Mstep: Class 6 contains 16849 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 133733 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 160116 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 37002 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 662 members 
Mstep: Class 17 contains 2291 members 
Mstep: Class 18 contains 164782 members 
Mstep: Class 19 contains 23995 members 
Mstep: Class 20 contains 5173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442496.000000 Penalty: 43859.843750
Iteration 75Q: 21 clusters Score -6.64425e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 142392 members 
Mstep: Class 6 contains 16097 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 135223 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 160280 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 36921 members 
Mstep: Class 13 contains 11912 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 164621 members 
Mstep: Class 19 contains 24315 members 
Mstep: Class 20 contains 4972 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 21 clusters Score -6.644314e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10030 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 141412 members 
Mstep: Class 6 contains 15417 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 136545 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 160422 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 36841 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 164660 members 
Mstep: Class 19 contains 24625 members 
Mstep: Class 20 contains 4769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 77Q: 21 clusters Score -6.644343e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10017 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 140423 members 
Mstep: Class 6 contains 14774 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 137752 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 160560 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 36733 members 
Mstep: Class 13 contains 11971 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 18 contains 164777 members 
Mstep: Class 19 contains 24965 members 
Mstep: Class 20 contains 4581 members 
Entering Unmasked Estep 
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Iteration 78Q: 21 clusters Score -6.64441e+07 nChanged 4352
Entering ConstructFrom: 
Score: -66444104.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -402749.812500 Penalty: 1377.308716
	Iteration 0F: 2 clusters Score -402749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -398902.843750 Penalty: 2754.617432
	Iteration 0F: 3 clusters Score -398902.8 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -399988.625000 Penalty: 2754.617432
	Iteration 1F: 3 clusters Score -399988.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -400206.468750 Penalty: 2754.617432
	Iteration 2F: 3 clusters Score -400206.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -400389.375000 Penalty: 2754.617432
	Iteration 3F: 3 clusters Score -400389.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -400555.406250 Penalty: 2754.617432
	Iteration 4F: 3 clusters Score -400555.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -400723.250000 Penalty: 2754.617432
	Iteration 5Q: 3 clusters Score -400723.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -400878.843750 Penalty: 2754.617432
	Iteration 6Q: 3 clusters Score -400878.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -401004.218750 Penalty: 2754.617432
	Iteration 7Q: 3 clusters Score -401004.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -401105.718750 Penalty: 2754.617432
	Iteration 8Q: 3 clusters Score -401105.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -401182.000000 Penalty: 2754.617432
	Iteration 9Q: 3 clusters Score -401182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -401238.312500 Penalty: 2754.617432
	Iteration 10Q: 3 clusters Score -401238.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -401294.031250 Penalty: 2754.617432
	Iteration 11Q: 3 clusters Score -401294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -401349.812500 Penalty: 2754.617432
	Iteration 12Q: 3 clusters Score -401349.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -401400.156250 Penalty: 2754.617432
	Iteration 13Q: 3 clusters Score -401400.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -401436.250000 Penalty: 2754.617432
	Iteration 14Q: 3 clusters Score -401436.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -401474.468750 Penalty: 2754.617432
	Iteration 15Q: 3 clusters Score -401474.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -401514.437500 Penalty: 2754.617432
	Iteration 16Q: 3 clusters Score -401514.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -401559.125000 Penalty: 2754.617432
	Iteration 17Q: 3 clusters Score -401559.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -401607.812500 Penalty: 2754.617432
	Iteration 18Q: 3 clusters Score -401607.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -401652.531250 Penalty: 2754.617432
	Iteration 19Q: 3 clusters Score -401652.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -401692.000000 Penalty: 2754.617432
	Iteration 20F: 3 clusters Score -401692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -401736.656250 Penalty: 2754.617432
	Iteration 21Q: 3 clusters Score -401736.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -401787.468750 Penalty: 2754.617432
	Iteration 22Q: 3 clusters Score -401787.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -401822.250000 Penalty: 2754.617432
	Iteration 23Q: 3 clusters Score -401822.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -401847.281250 Penalty: 2754.617432
	Iteration 24Q: 3 clusters Score -401847.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -401867.968750 Penalty: 2754.617432
	Iteration 25Q: 3 clusters Score -401868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -401881.187500 Penalty: 2754.617432
	Iteration 26Q: 3 clusters Score -401881.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -401893.218750 Penalty: 2754.617432
	Iteration 27Q: 3 clusters Score -401893.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -401898.937500 Penalty: 2754.617432
	Iteration 28Q: 3 clusters Score -401898.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -401905.031250 Penalty: 2754.617432
	Iteration 29Q: 3 clusters Score -401905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -401909.625000 Penalty: 2754.617432
	Iteration 30Q: 3 clusters Score -401909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -401911.625000 Penalty: 2754.617432
	Iteration 31Q: 3 clusters Score -401911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -401914.093750 Penalty: 2754.617432
	Iteration 32Q: 3 clusters Score -401914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -401914.406250 Penalty: 2754.617432
	Iteration 33Q: 3 clusters Score -401914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -401916.031250 Penalty: 2754.617432
	Iteration 34Q: 3 clusters Score -401916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -401916.968750 Penalty: 2754.617432
	Iteration 35Q: 3 clusters Score -401917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -401918.062500 Penalty: 2754.617432
	Iteration 36Q: 3 clusters Score -401918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -401919.437500 Penalty: 2754.617432
	Iteration 37Q: 3 clusters Score -401919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -401921.968750 Penalty: 2754.617432
	Iteration 38Q: 3 clusters Score -401922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -401923.531250 Penalty: 2754.617432
	Iteration 39Q: 3 clusters Score -401923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -401925.406250 Penalty: 2754.617432
	Iteration 40F: 3 clusters Score -401925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -401927.125000 Penalty: 2754.617432
	Iteration 41Q: 3 clusters Score -401927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -401927.625000 Penalty: 2754.617432
	Iteration 42Q: 3 clusters Score -401927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -401928.625000 Penalty: 2754.617432
	Iteration 43Q: 3 clusters Score -401928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -401928.187500 Penalty: 2754.617432
	Iteration 44Q: 3 clusters Score -401928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -401928.125000 Penalty: 2754.617432
	Iteration 45Q: 3 clusters Score -401928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -401928.125000 Penalty: 2754.617432
	Iteration 46F: 3 clusters Score -401928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -932966.562500 Penalty: 1496.664062
	Iteration 0F: 2 clusters Score -932966.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -925888.187500 Penalty: 2993.328125
	Iteration 0F: 3 clusters Score -925888.2 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -928352.500000 Penalty: 2993.328125
	Iteration 1F: 3 clusters Score -928352.5 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -928696.625000 Penalty: 2993.328125
	Iteration 2F: 3 clusters Score -928696.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -929003.437500 Penalty: 2993.328125
	Iteration 3F: 3 clusters Score -929003.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -929284.125000 Penalty: 2993.328125
	Iteration 4F: 3 clusters Score -929284.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -929536.687500 Penalty: 2993.328125
	Iteration 5Q: 3 clusters Score -929536.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -929807.250000 Penalty: 2993.328125
	Iteration 6Q: 3 clusters Score -929807.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -930063.500000 Penalty: 2993.328125
	Iteration 7Q: 3 clusters Score -930063.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -930316.500000 Penalty: 2993.328125
	Iteration 8Q: 3 clusters Score -930316.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -930564.187500 Penalty: 2993.328125
	Iteration 9Q: 3 clusters Score -930564.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -930783.875000 Penalty: 2993.328125
	Iteration 10Q: 3 clusters Score -930783.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -930954.562500 Penalty: 2993.328125
	Iteration 11Q: 3 clusters Score -930954.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -931088.812500 Penalty: 2993.328125
	Iteration 12Q: 3 clusters Score -931088.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -931193.937500 Penalty: 2993.328125
	Iteration 13Q: 3 clusters Score -931193.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -931292.687500 Penalty: 2993.328125
	Iteration 14Q: 3 clusters Score -931292.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -931360.187500 Penalty: 2993.328125
	Iteration 15Q: 3 clusters Score -931360.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -931421.250000 Penalty: 2993.328125
	Iteration 16Q: 3 clusters Score -931421.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -931470.750000 Penalty: 2993.328125
	Iteration 17Q: 3 clusters Score -931470.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -931503.250000 Penalty: 2993.328125
	Iteration 18Q: 3 clusters Score -931503.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -931534.375000 Penalty: 2993.328125
	Iteration 19Q: 3 clusters Score -931534.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -931561.812500 Penalty: 2993.328125
	Iteration 20F: 3 clusters Score -931561.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -931589.687500 Penalty: 2993.328125
	Iteration 21Q: 3 clusters Score -931589.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -931607.937500 Penalty: 2993.328125
	Iteration 22Q: 3 clusters Score -931607.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -931623.437500 Penalty: 2993.328125
	Iteration 23Q: 3 clusters Score -931623.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -931631.000000 Penalty: 2993.328125
	Iteration 24Q: 3 clusters Score -931631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -931638.937500 Penalty: 2993.328125
	Iteration 25Q: 3 clusters Score -931638.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -931645.312500 Penalty: 2993.328125
	Iteration 26Q: 3 clusters Score -931645.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -931653.375000 Penalty: 2993.328125
	Iteration 27Q: 3 clusters Score -931653.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -931657.437500 Penalty: 2993.328125
	Iteration 28Q: 3 clusters Score -931657.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -931667.687500 Penalty: 2993.328125
	Iteration 29Q: 3 clusters Score -931667.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -931676.000000 Penalty: 2993.328125
	Iteration 30Q: 3 clusters Score -931676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -931677.750000 Penalty: 2993.328125
	Iteration 31Q: 3 clusters Score -931677.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -931680.187500 Penalty: 2993.328125
	Iteration 32Q: 3 clusters Score -931680.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -931685.437500 Penalty: 2993.328125
	Iteration 33Q: 3 clusters Score -931685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -931693.187500 Penalty: 2993.328125
	Iteration 34Q: 3 clusters Score -931693.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -931699.875000 Penalty: 2993.328125
	Iteration 35Q: 3 clusters Score -931699.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -931708.687500 Penalty: 2993.328125
	Iteration 36Q: 3 clusters Score -931708.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -931717.375000 Penalty: 2993.328125
	Iteration 37Q: 3 clusters Score -931717.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -931725.687500 Penalty: 2993.328125
	Iteration 38Q: 3 clusters Score -931725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -931728.875000 Penalty: 2993.328125
	Iteration 39Q: 3 clusters Score -931728.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -931735.187500 Penalty: 2993.328125
	Iteration 40F: 3 clusters Score -931735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -931741.062500 Penalty: 2993.328125
	Iteration 41Q: 3 clusters Score -931741.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -931745.687500 Penalty: 2993.328125
	Iteration 42Q: 3 clusters Score -931745.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -931751.875000 Penalty: 2993.328125
	Iteration 43Q: 3 clusters Score -931751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -931760.687500 Penalty: 2993.328125
	Iteration 44Q: 3 clusters Score -931760.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -931768.437500 Penalty: 2993.328125
	Iteration 45Q: 3 clusters Score -931768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -931770.937500 Penalty: 2993.328125
	Iteration 46Q: 3 clusters Score -931770.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -931775.812500 Penalty: 2993.328125
	Iteration 47Q: 3 clusters Score -931775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -931776.062500 Penalty: 2993.328125
	Iteration 48Q: 3 clusters Score -931776.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -931782.500000 Penalty: 2993.328125
	Iteration 49Q: 3 clusters Score -931782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -931785.000000 Penalty: 2993.328125
	Iteration 50Q: 3 clusters Score -931785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -931785.937500 Penalty: 2993.328125
	Iteration 51Q: 3 clusters Score -931785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -931788.187500 Penalty: 2993.328125
	Iteration 52Q: 3 clusters Score -931788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -931788.937500 Penalty: 2993.328125
	Iteration 53Q: 3 clusters Score -931788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -931789.625000 Penalty: 2993.328125
	Iteration 54Q: 3 clusters Score -931789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -931791.937500 Penalty: 2993.328125
	Iteration 55Q: 3 clusters Score -931791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -931792.062500 Penalty: 2993.328125
	Iteration 56Q: 3 clusters Score -931792.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -931792.187500 Penalty: 2993.328125
	Iteration 57Q: 3 clusters Score -931792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -931792.187500 Penalty: 2993.328125
	Iteration 58F: 3 clusters Score -931792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -30397.236328 Penalty: 975.229919
	Iteration 0F: 2 clusters Score -30397.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29437.015625 Penalty: 1950.459839
	Iteration 0F: 3 clusters Score -29437.02 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29636.189453 Penalty: 1950.459839
	Iteration 1F: 3 clusters Score -29636.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29790.289062 Penalty: 1950.459839
	Iteration 2F: 3 clusters Score -29790.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30003.166016 Penalty: 1950.459839
	Iteration 3F: 3 clusters Score -30003.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30137.716797 Penalty: 1950.459839
	Iteration 4F: 3 clusters Score -30137.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30192.960938 Penalty: 1950.459839
	Iteration 5Q: 3 clusters Score -30192.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30202.748047 Penalty: 1950.459839
	Iteration 6Q: 3 clusters Score -30202.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30202.748047 Penalty: 1950.459839
	Iteration 7F: 3 clusters Score -30202.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -48990.835938 Penalty: 1098.190308
	Iteration 0F: 2 clusters Score -48990.84 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 434 members 
Entering Unmasked Estep 
Score: -48061.652344 Penalty: 2196.380615
	Iteration 0F: 3 clusters Score -48061.65 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49176.753906 Penalty: 2196.380615
	Iteration 1F: 3 clusters Score -49176.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49649.683594 Penalty: 2196.380615
	Iteration 2F: 3 clusters Score -49649.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50003.210938 Penalty: 2196.380615
	Iteration 3F: 3 clusters Score -50003.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50295.578125 Penalty: 2196.380615
	Iteration 4Q: 3 clusters Score -50295.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50506.328125 Penalty: 2196.380615
	Iteration 5Q: 3 clusters Score -50506.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50701.132812 Penalty: 2196.380615
	Iteration 6Q: 3 clusters Score -50701.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50793.671875 Penalty: 2196.380615
	Iteration 7Q: 3 clusters Score -50793.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50844.832031 Penalty: 2196.380615
	Iteration 8Q: 3 clusters Score -50844.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50859.691406 Penalty: 2196.380615
	Iteration 9Q: 3 clusters Score -50859.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50867.878906 Penalty: 2196.380615
	Iteration 10Q: 3 clusters Score -50867.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50871.093750 Penalty: 2196.380615
	Iteration 11Q: 3 clusters Score -50871.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50874.230469 Penalty: 2196.380615
	Iteration 12Q: 3 clusters Score -50874.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50875.656250 Penalty: 2196.380615
	Iteration 13Q: 3 clusters Score -50875.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50879.617188 Penalty: 2196.380615
	Iteration 14F: 3 clusters Score -50879.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50881.871094 Penalty: 2196.380615
	Iteration 15Q: 3 clusters Score -50881.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50881.871094 Penalty: 2196.380615
	Iteration 16F: 3 clusters Score -50881.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 404 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 139479 members 
Mstep: Class 6 contains 14138 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 138805 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 160760 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 36618 members 
Mstep: Class 13 contains 12005 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 164960 members 
Mstep: Class 19 contains 25278 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 21 contains 295 members 
Entering Unmasked Estep 
Score: -66445360.000000 Penalty: 46052.835938
Splitting cluster 4 changes total score from -66444104.000000 to -66445360.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (139479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139479 members 
Entering Unmasked Estep 
Score: -13096639.000000 Penalty: 1924.921387
	Iteration 0F: 2 clusters Score -1.309664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -13003904.000000 Penalty: 3849.842773
	Iteration 0F: 3 clusters Score -1.30039e+07 nChanged 67061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -13043152.000000 Penalty: 3849.842773
	Iteration 1F: 3 clusters Score -1.304315e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -13044101.000000 Penalty: 3849.842773
	Iteration 2Q: 3 clusters Score -1.30441e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -13045362.000000 Penalty: 3849.842773
	Iteration 3Q: 3 clusters Score -1.304536e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -13047388.000000 Penalty: 3849.842773
	Iteration 4Q: 3 clusters Score -1.304739e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -13050823.000000 Penalty: 3849.842773
	Iteration 5Q: 3 clusters Score -1.305082e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -13056442.000000 Penalty: 3849.842773
	Iteration 6F: 3 clusters Score -1.305644e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -13065248.000000 Penalty: 3849.842773
	Iteration 7F: 3 clusters Score -1.306525e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -13075630.000000 Penalty: 3849.842773
	Iteration 8F: 3 clusters Score -1.307563e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128999 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -13084968.000000 Penalty: 3849.842773
	Iteration 9F: 3 clusters Score -1.308497e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134928 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -13090765.000000 Penalty: 3849.842773
	Iteration 10Q: 3 clusters Score -1.309076e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137801 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13093526.000000 Penalty: 3849.842773
	Iteration 11Q: 3 clusters Score -1.309353e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13094376.000000 Penalty: 3849.842773
	Iteration 12Q: 3 clusters Score -1.309438e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139121 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13094669.000000 Penalty: 3849.842773
	Iteration 13Q: 3 clusters Score -1.309467e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139226 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13094776.000000 Penalty: 3849.842773
	Iteration 14Q: 3 clusters Score -1.309478e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139264 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13094831.000000 Penalty: 3849.842773
	Iteration 15Q: 3 clusters Score -1.309483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13094893.000000 Penalty: 3849.842773
	Iteration 16Q: 3 clusters Score -1.309489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13094906.000000 Penalty: 3849.842773
	Iteration 17Q: 3 clusters Score -1.309491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13094921.000000 Penalty: 3849.842773
	Iteration 18Q: 3 clusters Score -1.309492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139308 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13094935.000000 Penalty: 3849.842773
	Iteration 19Q: 3 clusters Score -1.309494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13094932.000000 Penalty: 3849.842773
	Iteration 20F: 3 clusters Score -1.309493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13094927.000000 Penalty: 3849.842773
	Iteration 21Q: 3 clusters Score -1.309493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139317 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13094938.000000 Penalty: 3849.842773
	Iteration 22Q: 3 clusters Score -1.309494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139320 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13094942.000000 Penalty: 3849.842773
	Iteration 23Q: 3 clusters Score -1.309494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139324 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13094947.000000 Penalty: 3849.842773
	Iteration 24Q: 3 clusters Score -1.309495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139325 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13094950.000000 Penalty: 3849.842773
	Iteration 25Q: 3 clusters Score -1.309495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13094954.000000 Penalty: 3849.842773
	Iteration 26Q: 3 clusters Score -1.309495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13094954.000000 Penalty: 3849.842773
	Iteration 27F: 3 clusters Score -1.309495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Entering Unmasked Estep 
Score: -1377213.750000 Penalty: 1552.951050
	Iteration 0F: 2 clusters Score -1377214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1367424.000000 Penalty: 3105.902100
	Iteration 0F: 3 clusters Score -1367424 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1370719.125000 Penalty: 3105.902100
	Iteration 1F: 3 clusters Score -1370719 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1371023.750000 Penalty: 3105.902100
	Iteration 2F: 3 clusters Score -1371024 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1371337.875000 Penalty: 3105.902100
	Iteration 3Q: 3 clusters Score -1371338 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1371675.750000 Penalty: 3105.902100
	Iteration 4Q: 3 clusters Score -1371676 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1372069.625000 Penalty: 3105.902100
	Iteration 5F: 3 clusters Score -1372070 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1372544.125000 Penalty: 3105.902100
	Iteration 6F: 3 clusters Score -1372544 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1373035.250000 Penalty: 3105.902100
	Iteration 7F: 3 clusters Score -1373035 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1373463.625000 Penalty: 3105.902100
	Iteration 8Q: 3 clusters Score -1373464 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1373734.875000 Penalty: 3105.902100
	Iteration 9Q: 3 clusters Score -1373735 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1373906.750000 Penalty: 3105.902100
	Iteration 10Q: 3 clusters Score -1373907 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1374027.125000 Penalty: 3105.902100
	Iteration 11Q: 3 clusters Score -1374027 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1374128.250000 Penalty: 3105.902100
	Iteration 12Q: 3 clusters Score -1374128 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1374215.500000 Penalty: 3105.902100
	Iteration 13Q: 3 clusters Score -1374216 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1374296.250000 Penalty: 3105.902100
	Iteration 14Q: 3 clusters Score -1374296 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1374373.875000 Penalty: 3105.902100
	Iteration 15Q: 3 clusters Score -1374374 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1374454.875000 Penalty: 3105.902100
	Iteration 16Q: 3 clusters Score -1374455 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1374525.875000 Penalty: 3105.902100
	Iteration 17Q: 3 clusters Score -1374526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1374582.125000 Penalty: 3105.902100
	Iteration 18Q: 3 clusters Score -1374582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1374619.375000 Penalty: 3105.902100
	Iteration 19Q: 3 clusters Score -1374619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1374664.875000 Penalty: 3105.902100
	Iteration 20F: 3 clusters Score -1374665 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1374710.750000 Penalty: 3105.902100
	Iteration 21Q: 3 clusters Score -1374711 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1374759.375000 Penalty: 3105.902100
	Iteration 22Q: 3 clusters Score -1374759 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1374798.875000 Penalty: 3105.902100
	Iteration 23Q: 3 clusters Score -1374799 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1374846.125000 Penalty: 3105.902100
	Iteration 24Q: 3 clusters Score -1374846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1374899.500000 Penalty: 3105.902100
	Iteration 25Q: 3 clusters Score -1374900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1374948.875000 Penalty: 3105.902100
	Iteration 26Q: 3 clusters Score -1374949 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1374996.750000 Penalty: 3105.902100
	Iteration 27Q: 3 clusters Score -1374997 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1375032.500000 Penalty: 3105.902100
	Iteration 28Q: 3 clusters Score -1375032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1375062.000000 Penalty: 3105.902100
	Iteration 29Q: 3 clusters Score -1375062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1375097.250000 Penalty: 3105.902100
	Iteration 30Q: 3 clusters Score -1375097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1375132.625000 Penalty: 3105.902100
	Iteration 31Q: 3 clusters Score -1375133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1375167.125000 Penalty: 3105.902100
	Iteration 32Q: 3 clusters Score -1375167 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1375199.875000 Penalty: 3105.902100
	Iteration 33Q: 3 clusters Score -1375200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1375237.000000 Penalty: 3105.902100
	Iteration 34Q: 3 clusters Score -1375237 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1375268.250000 Penalty: 3105.902100
	Iteration 35Q: 3 clusters Score -1375268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1375296.125000 Penalty: 3105.902100
	Iteration 36Q: 3 clusters Score -1375296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1375324.500000 Penalty: 3105.902100
	Iteration 37Q: 3 clusters Score -1375324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1375349.000000 Penalty: 3105.902100
	Iteration 38Q: 3 clusters Score -1375349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1375363.375000 Penalty: 3105.902100
	Iteration 39Q: 3 clusters Score -1375363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1375381.250000 Penalty: 3105.902100
	Iteration 40F: 3 clusters Score -1375381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1375394.000000 Penalty: 3105.902100
	Iteration 41Q: 3 clusters Score -1375394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1375405.625000 Penalty: 3105.902100
	Iteration 42Q: 3 clusters Score -1375406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1375419.875000 Penalty: 3105.902100
	Iteration 43Q: 3 clusters Score -1375420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1375430.000000 Penalty: 3105.902100
	Iteration 44Q: 3 clusters Score -1375430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1375449.125000 Penalty: 3105.902100
	Iteration 45Q: 3 clusters Score -1375449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1375466.500000 Penalty: 3105.902100
	Iteration 46Q: 3 clusters Score -1375466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1375485.625000 Penalty: 3105.902100
	Iteration 47Q: 3 clusters Score -1375486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1375493.875000 Penalty: 3105.902100
	Iteration 48Q: 3 clusters Score -1375494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1375507.625000 Penalty: 3105.902100
	Iteration 49Q: 3 clusters Score -1375508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1375517.375000 Penalty: 3105.902100
	Iteration 50Q: 3 clusters Score -1375517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1375535.250000 Penalty: 3105.902100
	Iteration 51Q: 3 clusters Score -1375535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1375541.500000 Penalty: 3105.902100
	Iteration 52Q: 3 clusters Score -1375542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1375554.875000 Penalty: 3105.902100
	Iteration 53Q: 3 clusters Score -1375555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1375569.125000 Penalty: 3105.902100
	Iteration 54Q: 3 clusters Score -1375569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1375581.625000 Penalty: 3105.902100
	Iteration 55Q: 3 clusters Score -1375582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1375600.625000 Penalty: 3105.902100
	Iteration 56Q: 3 clusters Score -1375601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1375616.625000 Penalty: 3105.902100
	Iteration 57Q: 3 clusters Score -1375617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1375628.000000 Penalty: 3105.902100
	Iteration 58Q: 3 clusters Score -1375628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1375642.875000 Penalty: 3105.902100
	Iteration 59Q: 3 clusters Score -1375643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1375650.625000 Penalty: 3105.902100
	Iteration 60F: 3 clusters Score -1375651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1375654.500000 Penalty: 3105.902100
	Iteration 61Q: 3 clusters Score -1375654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1375668.625000 Penalty: 3105.902100
	Iteration 62Q: 3 clusters Score -1375669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1375677.625000 Penalty: 3105.902100
	Iteration 63Q: 3 clusters Score -1375678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1375682.875000 Penalty: 3105.902100
	Iteration 64Q: 3 clusters Score -1375683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1375689.875000 Penalty: 3105.902100
	Iteration 65Q: 3 clusters Score -1375690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1375698.250000 Penalty: 3105.902100
	Iteration 66Q: 3 clusters Score -1375698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1375700.500000 Penalty: 3105.902100
	Iteration 67Q: 3 clusters Score -1375700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1375707.375000 Penalty: 3105.902100
	Iteration 68Q: 3 clusters Score -1375707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1375709.375000 Penalty: 3105.902100
	Iteration 69Q: 3 clusters Score -1375709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1375718.500000 Penalty: 3105.902100
	Iteration 70Q: 3 clusters Score -1375718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1375721.000000 Penalty: 3105.902100
	Iteration 71Q: 3 clusters Score -1375721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1375725.000000 Penalty: 3105.902100
	Iteration 72Q: 3 clusters Score -1375725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1375728.125000 Penalty: 3105.902100
	Iteration 73Q: 3 clusters Score -1375728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1375724.500000 Penalty: 3105.902100
	Iteration 74Q: 3 clusters Score -1375724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1375729.500000 Penalty: 3105.902100
	Iteration 75Q: 3 clusters Score -1375730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1375732.500000 Penalty: 3105.902100
	Iteration 76Q: 3 clusters Score -1375732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1375731.875000 Penalty: 3105.902100
	Iteration 77Q: 3 clusters Score -1375732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1375732.375000 Penalty: 3105.902100
	Iteration 78Q: 3 clusters Score -1375732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1375734.000000 Penalty: 3105.902100
	Iteration 79Q: 3 clusters Score -1375734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1375733.250000 Penalty: 3105.902100
	Iteration 80F: 3 clusters Score -1375733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1375732.500000 Penalty: 3105.902100
	Iteration 81Q: 3 clusters Score -1375732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1375733.000000 Penalty: 3105.902100
	Iteration 82Q: 3 clusters Score -1375733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1375735.375000 Penalty: 3105.902100
	Iteration 83Q: 3 clusters Score -1375735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1375735.375000 Penalty: 3105.902100
	Iteration 84F: 3 clusters Score -1375735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -88207.421875 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -88207.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86822.828125 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -86822.83 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87345.695312 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -87345.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -87646.750000 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -87646.75 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -87858.226562 Penalty: 2266.705566
	Iteration 3F: 3 clusters Score -87858.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -87970.726562 Penalty: 2266.705566
	Iteration 4F: 3 clusters Score -87970.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -88013.945312 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -88013.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -88029.773438 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -88029.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -88034.593750 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -88034.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -88038.867188 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -88038.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -88042.468750 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -88042.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -88044.320312 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -88044.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88046.226562 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -88046.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -88048.625000 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -88048.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -88050.273438 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -88050.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -88050.273438 Penalty: 2266.705566
	Iteration 14F: 3 clusters Score -88050.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (138805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138805 members 
Entering Unmasked Estep 
Score: -13029305.000000 Penalty: 1924.134033
	Iteration 0F: 2 clusters Score -1.30293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -12936159.000000 Penalty: 3848.268066
	Iteration 0F: 3 clusters Score -1.293616e+07 nChanged 66945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -12975341.000000 Penalty: 3848.268066
	Iteration 1F: 3 clusters Score -1.297534e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -12976050.000000 Penalty: 3848.268066
	Iteration 2Q: 3 clusters Score -1.297605e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -12976744.000000 Penalty: 3848.268066
	Iteration 3Q: 3 clusters Score -1.297674e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -12977621.000000 Penalty: 3848.268066
	Iteration 4Q: 3 clusters Score -1.297762e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -12979130.000000 Penalty: 3848.268066
	Iteration 5Q: 3 clusters Score -1.297913e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -12981271.000000 Penalty: 3848.268066
	Iteration 6Q: 3 clusters Score -1.298127e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -12985225.000000 Penalty: 3848.268066
	Iteration 7F: 3 clusters Score -1.298522e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 100194 members 
Entering Unmasked Estep 
Score: -12992077.000000 Penalty: 3848.268066
	Iteration 8F: 3 clusters Score -1.299208e+07 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -13002465.000000 Penalty: 3848.268066
	Iteration 9F: 3 clusters Score -1.300246e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 124180 members 
Entering Unmasked Estep 
Score: -13013995.000000 Penalty: 3848.268066
	Iteration 10F: 3 clusters Score -1.3014e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -13022283.000000 Penalty: 3848.268066
	Iteration 11F: 3 clusters Score -1.302228e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -13025794.000000 Penalty: 3848.268066
	Iteration 12Q: 3 clusters Score -1.302579e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -13026931.000000 Penalty: 3848.268066
	Iteration 13Q: 3 clusters Score -1.302693e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 137942 members 
Entering Unmasked Estep 
Score: -13027306.000000 Penalty: 3848.268066
	Iteration 14Q: 3 clusters Score -1.302731e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 138123 members 
Entering Unmasked Estep 
Score: -13027470.000000 Penalty: 3848.268066
	Iteration 15Q: 3 clusters Score -1.302747e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 138214 members 
Entering Unmasked Estep 
Score: -13027577.000000 Penalty: 3848.268066
	Iteration 16Q: 3 clusters Score -1.302758e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 138276 members 
Entering Unmasked Estep 
Score: -13027635.000000 Penalty: 3848.268066
	Iteration 17Q: 3 clusters Score -1.302764e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 138316 members 
Entering Unmasked Estep 
Score: -13027691.000000 Penalty: 3848.268066
	Iteration 18Q: 3 clusters Score -1.302769e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -13027727.000000 Penalty: 3848.268066
	Iteration 19Q: 3 clusters Score -1.302773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 138343 members 
Entering Unmasked Estep 
Score: -13027755.000000 Penalty: 3848.268066
	Iteration 20F: 3 clusters Score -1.302776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 138352 members 
Entering Unmasked Estep 
Score: -13027774.000000 Penalty: 3848.268066
	Iteration 21Q: 3 clusters Score -1.302777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -13027786.000000 Penalty: 3848.268066
	Iteration 22Q: 3 clusters Score -1.302779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -13027811.000000 Penalty: 3848.268066
	Iteration 23Q: 3 clusters Score -1.302781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 138362 members 
Entering Unmasked Estep 
Score: -13027804.000000 Penalty: 3848.268066
	Iteration 24Q: 3 clusters Score -1.30278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 138364 members 
Entering Unmasked Estep 
Score: -13027825.000000 Penalty: 3848.268066
	Iteration 25Q: 3 clusters Score -1.302782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 138361 members 
Entering Unmasked Estep 
Score: -13027827.000000 Penalty: 3848.268066
	Iteration 26Q: 3 clusters Score -1.302783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -13027831.000000 Penalty: 3848.268066
	Iteration 27Q: 3 clusters Score -1.302783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 138357 members 
Entering Unmasked Estep 
Score: -13027832.000000 Penalty: 3848.268066
	Iteration 28Q: 3 clusters Score -1.302783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 138357 members 
Entering Unmasked Estep 
Score: -13027834.000000 Penalty: 3848.268066
	Iteration 29Q: 3 clusters Score -1.302783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -13027823.000000 Penalty: 3848.268066
	Iteration 30Q: 3 clusters Score -1.302782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -13027829.000000 Penalty: 3848.268066
	Iteration 31Q: 3 clusters Score -1.302783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 138352 members 
Entering Unmasked Estep 
Score: -13027844.000000 Penalty: 3848.268066
	Iteration 32Q: 3 clusters Score -1.302784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -13027837.000000 Penalty: 3848.268066
	Iteration 33Q: 3 clusters Score -1.302784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -13027838.000000 Penalty: 3848.268066
	Iteration 34Q: 3 clusters Score -1.302784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -13027838.000000 Penalty: 3848.268066
	Iteration 35F: 3 clusters Score -1.302784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -20541.585938 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -20541.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19667.105469 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -19667.11 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19954.294922 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -19954.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20131.867188 Penalty: 1929.699219
	Iteration 2F: 3 clusters Score -20131.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20288.248047 Penalty: 1929.699219
	Iteration 3F: 3 clusters Score -20288.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20482.355469 Penalty: 1929.699219
	Iteration 4F: 3 clusters Score -20482.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20615.564453 Penalty: 1929.699219
	Iteration 5F: 3 clusters Score -20615.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20668.447266 Penalty: 1929.699219
	Iteration 6Q: 3 clusters Score -20668.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20698.205078 Penalty: 1929.699219
	Iteration 7Q: 3 clusters Score -20698.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20760.037109 Penalty: 1929.699219
	Iteration 8Q: 3 clusters Score -20760.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20782.603516 Penalty: 1929.699219
	Iteration 9Q: 3 clusters Score -20782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20799.000000 Penalty: 1929.699219
	Iteration 10Q: 3 clusters Score -20799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20800.763672 Penalty: 1929.699219
	Iteration 11Q: 3 clusters Score -20800.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20800.763672 Penalty: 1929.699219
	Iteration 12F: 3 clusters Score -20800.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 404 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 139479 members 
Mstep: Class 6 contains 14138 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 138805 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 160760 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 36618 members 
Mstep: Class 13 contains 12005 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 164960 members 
Mstep: Class 19 contains 25278 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 168 members 
Entering Unmasked Estep 
Score: -66444448.000000 Penalty: 48245.828125
Splitting cluster 9 changes total score from -66444104.000000 to -66444448.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (160760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160760 members 
Entering Unmasked Estep 
Score: -15078954.000000 Penalty: 1947.996094
	Iteration 0F: 2 clusters Score -1.507895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -14970979.000000 Penalty: 3895.992188
	Iteration 0F: 3 clusters Score -1.497098e+07 nChanged 78061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -15017435.000000 Penalty: 3895.992188
	Iteration 1F: 3 clusters Score -1.501744e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -15019309.000000 Penalty: 3895.992188
	Iteration 2Q: 3 clusters Score -1.501931e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -15022159.000000 Penalty: 3895.992188
	Iteration 3Q: 3 clusters Score -1.502216e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -15026093.000000 Penalty: 3895.992188
	Iteration 4F: 3 clusters Score -1.502609e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -15032066.000000 Penalty: 3895.992188
	Iteration 5F: 3 clusters Score -1.503207e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 110902 members 
Entering Unmasked Estep 
Score: -15040665.000000 Penalty: 3895.992188
	Iteration 6F: 3 clusters Score -1.504066e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -15050827.000000 Penalty: 3895.992188
	Iteration 7F: 3 clusters Score -1.505083e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 129193 members 
Entering Unmasked Estep 
Score: -15059182.000000 Penalty: 3895.992188
	Iteration 8F: 3 clusters Score -1.505918e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 134373 members 
Entering Unmasked Estep 
Score: -15064314.000000 Penalty: 3895.992188
	Iteration 9Q: 3 clusters Score -1.506431e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -15067023.000000 Penalty: 3895.992188
	Iteration 10Q: 3 clusters Score -1.506702e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 140270 members 
Entering Unmasked Estep 
Score: -15069050.000000 Penalty: 3895.992188
	Iteration 11Q: 3 clusters Score -1.506905e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -15070495.000000 Penalty: 3895.992188
	Iteration 12Q: 3 clusters Score -1.50705e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 143653 members 
Entering Unmasked Estep 
Score: -15071527.000000 Penalty: 3895.992188
	Iteration 13Q: 3 clusters Score -1.507153e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 144875 members 
Entering Unmasked Estep 
Score: -15072353.000000 Penalty: 3895.992188
	Iteration 14Q: 3 clusters Score -1.507235e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 145940 members 
Entering Unmasked Estep 
Score: -15073087.000000 Penalty: 3895.992188
	Iteration 15Q: 3 clusters Score -1.507309e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 146849 members 
Entering Unmasked Estep 
Score: -15073665.000000 Penalty: 3895.992188
	Iteration 16Q: 3 clusters Score -1.507366e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 147637 members 
Entering Unmasked Estep 
Score: -15074092.000000 Penalty: 3895.992188
	Iteration 17Q: 3 clusters Score -1.507409e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -15074450.000000 Penalty: 3895.992188
	Iteration 18Q: 3 clusters Score -1.507445e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 148971 members 
Entering Unmasked Estep 
Score: -15074924.000000 Penalty: 3895.992188
	Iteration 19Q: 3 clusters Score -1.507492e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 149620 members 
Entering Unmasked Estep 
Score: -15075282.000000 Penalty: 3895.992188
	Iteration 20F: 3 clusters Score -1.507528e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 150205 members 
Entering Unmasked Estep 
Score: -15075627.000000 Penalty: 3895.992188
	Iteration 21Q: 3 clusters Score -1.507563e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 150776 members 
Entering Unmasked Estep 
Score: -15075924.000000 Penalty: 3895.992188
	Iteration 22Q: 3 clusters Score -1.507592e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -15076212.000000 Penalty: 3895.992188
	Iteration 23Q: 3 clusters Score -1.507621e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -15076511.000000 Penalty: 3895.992188
	Iteration 24Q: 3 clusters Score -1.507651e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -15076769.000000 Penalty: 3895.992188
	Iteration 25Q: 3 clusters Score -1.507677e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 152842 members 
Entering Unmasked Estep 
Score: -15076967.000000 Penalty: 3895.992188
	Iteration 26Q: 3 clusters Score -1.507697e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 153328 members 
Entering Unmasked Estep 
Score: -15077181.000000 Penalty: 3895.992188
	Iteration 27Q: 3 clusters Score -1.507718e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 153793 members 
Entering Unmasked Estep 
Score: -15077380.000000 Penalty: 3895.992188
	Iteration 28Q: 3 clusters Score -1.507738e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -15077546.000000 Penalty: 3895.992188
	Iteration 29Q: 3 clusters Score -1.507755e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 154588 members 
Entering Unmasked Estep 
Score: -15077608.000000 Penalty: 3895.992188
	Iteration 30Q: 3 clusters Score -1.507761e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -15077693.000000 Penalty: 3895.992188
	Iteration 31Q: 3 clusters Score -1.507769e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 155280 members 
Entering Unmasked Estep 
Score: -15077734.000000 Penalty: 3895.992188
	Iteration 32Q: 3 clusters Score -1.507773e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -15077800.000000 Penalty: 3895.992188
	Iteration 33Q: 3 clusters Score -1.50778e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -15077848.000000 Penalty: 3895.992188
	Iteration 34Q: 3 clusters Score -1.507785e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -15077932.000000 Penalty: 3895.992188
	Iteration 35Q: 3 clusters Score -1.507793e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -15077933.000000 Penalty: 3895.992188
	Iteration 36Q: 3 clusters Score -1.507793e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 156646 members 
Entering Unmasked Estep 
Score: -15077922.000000 Penalty: 3895.992188
	Iteration 37Q: 3 clusters Score -1.507792e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -15077968.000000 Penalty: 3895.992188
	Iteration 38Q: 3 clusters Score -1.507797e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 157040 members 
Entering Unmasked Estep 
Score: -15077970.000000 Penalty: 3895.992188
	Iteration 39Q: 3 clusters Score -1.507797e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -15077987.000000 Penalty: 3895.992188
	Iteration 40F: 3 clusters Score -1.507799e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 157359 members 
Entering Unmasked Estep 
Score: -15078018.000000 Penalty: 3895.992188
	Iteration 41Q: 3 clusters Score -1.507802e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -15078017.000000 Penalty: 3895.992188
	Iteration 42Q: 3 clusters Score -1.507802e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -15078034.000000 Penalty: 3895.992188
	Iteration 43Q: 3 clusters Score -1.507803e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -15078023.000000 Penalty: 3895.992188
	Iteration 44Q: 3 clusters Score -1.507802e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 157878 members 
Entering Unmasked Estep 
Score: -15078026.000000 Penalty: 3895.992188
	Iteration 45Q: 3 clusters Score -1.507803e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 157974 members 
Entering Unmasked Estep 
Score: -15078049.000000 Penalty: 3895.992188
	Iteration 46Q: 3 clusters Score -1.507805e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 158076 members 
Entering Unmasked Estep 
Score: -15078052.000000 Penalty: 3895.992188
	Iteration 47Q: 3 clusters Score -1.507805e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 158171 members 
Entering Unmasked Estep 
Score: -15078063.000000 Penalty: 3895.992188
	Iteration 48Q: 3 clusters Score -1.507806e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 158265 members 
Entering Unmasked Estep 
Score: -15078050.000000 Penalty: 3895.992188
	Iteration 49Q: 3 clusters Score -1.507805e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 158370 members 
Entering Unmasked Estep 
Score: -15078078.000000 Penalty: 3895.992188
	Iteration 50Q: 3 clusters Score -1.507808e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -15078060.000000 Penalty: 3895.992188
	Iteration 51Q: 3 clusters Score -1.507806e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 158506 members 
Entering Unmasked Estep 
Score: -15078088.000000 Penalty: 3895.992188
	Iteration 52Q: 3 clusters Score -1.507809e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 158565 members 
Entering Unmasked Estep 
Score: -15078086.000000 Penalty: 3895.992188
	Iteration 53Q: 3 clusters Score -1.507809e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 158608 members 
Entering Unmasked Estep 
Score: -15078103.000000 Penalty: 3895.992188
	Iteration 54Q: 3 clusters Score -1.50781e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 158666 members 
Entering Unmasked Estep 
Score: -15078113.000000 Penalty: 3895.992188
	Iteration 55Q: 3 clusters Score -1.507811e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -15078114.000000 Penalty: 3895.992188
	Iteration 56Q: 3 clusters Score -1.507811e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -15078121.000000 Penalty: 3895.992188
	Iteration 57Q: 3 clusters Score -1.507812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -15078105.000000 Penalty: 3895.992188
	Iteration 58Q: 3 clusters Score -1.50781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 158814 members 
Entering Unmasked Estep 
Score: -15078110.000000 Penalty: 3895.992188
	Iteration 59Q: 3 clusters Score -1.507811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 158842 members 
Entering Unmasked Estep 
Score: -15078101.000000 Penalty: 3895.992188
	Iteration 60F: 3 clusters Score -1.50781e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 158870 members 
Entering Unmasked Estep 
Score: -15078085.000000 Penalty: 3895.992188
	Iteration 61Q: 3 clusters Score -1.507808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 158896 members 
Entering Unmasked Estep 
Score: -15078092.000000 Penalty: 3895.992188
	Iteration 62Q: 3 clusters Score -1.507809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -15078104.000000 Penalty: 3895.992188
	Iteration 63Q: 3 clusters Score -1.50781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -15078104.000000 Penalty: 3895.992188
	Iteration 64Q: 3 clusters Score -1.50781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -15078103.000000 Penalty: 3895.992188
	Iteration 65Q: 3 clusters Score -1.50781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -15078103.000000 Penalty: 3895.992188
	Iteration 66Q: 3 clusters Score -1.50781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 158951 members 
Entering Unmasked Estep 
Score: -15078109.000000 Penalty: 3895.992188
	Iteration 67Q: 3 clusters Score -1.507811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 158961 members 
Entering Unmasked Estep 
Score: -15078101.000000 Penalty: 3895.992188
	Iteration 68Q: 3 clusters Score -1.50781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 158967 members 
Entering Unmasked Estep 
Score: -15078115.000000 Penalty: 3895.992188
	Iteration 69Q: 3 clusters Score -1.507812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 158975 members 
Entering Unmasked Estep 
Score: -15078111.000000 Penalty: 3895.992188
	Iteration 70Q: 3 clusters Score -1.507811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 158979 members 
Entering Unmasked Estep 
Score: -15078119.000000 Penalty: 3895.992188
	Iteration 71Q: 3 clusters Score -1.507812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 158984 members 
Entering Unmasked Estep 
Score: -15078128.000000 Penalty: 3895.992188
	Iteration 72Q: 3 clusters Score -1.507813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -15078121.000000 Penalty: 3895.992188
	Iteration 73Q: 3 clusters Score -1.507812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -15078114.000000 Penalty: 3895.992188
	Iteration 74Q: 3 clusters Score -1.507811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -15078115.000000 Penalty: 3895.992188
	Iteration 75Q: 3 clusters Score -1.507812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -15078115.000000 Penalty: 3895.992188
	Iteration 76F: 3 clusters Score -1.507812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -88844.273438 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -88844.27 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 517 members 
Entering Unmasked Estep 
Score: -87356.921875 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -87356.92 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87771.398438 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -87771.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87949.031250 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -87949.03 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88080.765625 Penalty: 2286.462402
	Iteration 3F: 3 clusters Score -88080.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88174.609375 Penalty: 2286.462402
	Iteration 4F: 3 clusters Score -88174.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88273.078125 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -88273.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88381.312500 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -88381.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88481.804688 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -88481.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88612.695312 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -88612.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88768.507812 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -88768.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88936.031250 Penalty: 2286.462402
	Iteration 10F: 3 clusters Score -88936.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89070.710938 Penalty: 2286.462402
	Iteration 11Q: 3 clusters Score -89070.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89182.179688 Penalty: 2286.462402
	Iteration 12Q: 3 clusters Score -89182.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -89231.640625 Penalty: 2286.462402
	Iteration 13Q: 3 clusters Score -89231.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -89261.273438 Penalty: 2286.462402
	Iteration 14Q: 3 clusters Score -89261.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89281.429688 Penalty: 2286.462402
	Iteration 15Q: 3 clusters Score -89281.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -89298.273438 Penalty: 2286.462402
	Iteration 16Q: 3 clusters Score -89298.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89317.546875 Penalty: 2286.462402
	Iteration 17Q: 3 clusters Score -89317.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89328.046875 Penalty: 2286.462402
	Iteration 18Q: 3 clusters Score -89328.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89329.015625 Penalty: 2286.462402
	Iteration 19Q: 3 clusters Score -89329.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -89331.468750 Penalty: 2286.462402
	Iteration 20F: 3 clusters Score -89331.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89337.265625 Penalty: 2286.462402
	Iteration 21Q: 3 clusters Score -89337.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -89340.898438 Penalty: 2286.462402
	Iteration 22Q: 3 clusters Score -89340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89350.351562 Penalty: 2286.462402
	Iteration 23Q: 3 clusters Score -89350.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -89350.929688 Penalty: 2286.462402
	Iteration 24Q: 3 clusters Score -89350.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -89350.929688 Penalty: 2286.462402
	Iteration 25F: 3 clusters Score -89350.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 404 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 139479 members 
Mstep: Class 6 contains 14138 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 138805 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 160760 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 36618 members 
Mstep: Class 13 contains 12005 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 164960 members 
Mstep: Class 19 contains 25278 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 168 members 
Mstep: Class 23 contains 577 members 
Entering Unmasked Estep 
Score: -66443872.000000 Penalty: 50438.820312
Splitting cluster 11 changes total score from -66444104.000000 to -66443872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (36618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Entering Unmasked Estep 
Score: -3479175.000000 Penalty: 1707.597900
	Iteration 0F: 2 clusters Score -3479175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3454600.750000 Penalty: 3415.195801
	Iteration 0F: 3 clusters Score -3454601 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3464180.000000 Penalty: 3415.195801
	Iteration 1F: 3 clusters Score -3464180 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3464771.750000 Penalty: 3415.195801
	Iteration 2Q: 3 clusters Score -3464772 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3465599.000000 Penalty: 3415.195801
	Iteration 3Q: 3 clusters Score -3465599 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3466769.000000 Penalty: 3415.195801
	Iteration 4F: 3 clusters Score -3466769 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3468456.500000 Penalty: 3415.195801
	Iteration 5F: 3 clusters Score -3468456 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3470691.000000 Penalty: 3415.195801
	Iteration 6F: 3 clusters Score -3470691 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3473011.250000 Penalty: 3415.195801
	Iteration 7F: 3 clusters Score -3473011 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3474545.750000 Penalty: 3415.195801
	Iteration 8F: 3 clusters Score -3474546 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3475239.500000 Penalty: 3415.195801
	Iteration 9Q: 3 clusters Score -3475240 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3475565.000000 Penalty: 3415.195801
	Iteration 10Q: 3 clusters Score -3475565 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3475786.500000 Penalty: 3415.195801
	Iteration 11Q: 3 clusters Score -3475786 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3475955.750000 Penalty: 3415.195801
	Iteration 12Q: 3 clusters Score -3475956 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3476104.000000 Penalty: 3415.195801
	Iteration 13Q: 3 clusters Score -3476104 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3476244.000000 Penalty: 3415.195801
	Iteration 14Q: 3 clusters Score -3476244 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3476362.750000 Penalty: 3415.195801
	Iteration 15Q: 3 clusters Score -3476363 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3476498.750000 Penalty: 3415.195801
	Iteration 16Q: 3 clusters Score -3476499 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3476610.250000 Penalty: 3415.195801
	Iteration 17Q: 3 clusters Score -3476610 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3476708.500000 Penalty: 3415.195801
	Iteration 18Q: 3 clusters Score -3476708 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3476806.250000 Penalty: 3415.195801
	Iteration 19Q: 3 clusters Score -3476806 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3476888.750000 Penalty: 3415.195801
	Iteration 20F: 3 clusters Score -3476889 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3476976.000000 Penalty: 3415.195801
	Iteration 21Q: 3 clusters Score -3476976 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -3477035.250000 Penalty: 3415.195801
	Iteration 22Q: 3 clusters Score -3477035 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -3477118.500000 Penalty: 3415.195801
	Iteration 23Q: 3 clusters Score -3477118 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3477186.500000 Penalty: 3415.195801
	Iteration 24Q: 3 clusters Score -3477186 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -3477286.250000 Penalty: 3415.195801
	Iteration 25Q: 3 clusters Score -3477286 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -3477382.000000 Penalty: 3415.195801
	Iteration 26Q: 3 clusters Score -3477382 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3477471.750000 Penalty: 3415.195801
	Iteration 27Q: 3 clusters Score -3477472 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -3477551.250000 Penalty: 3415.195801
	Iteration 28Q: 3 clusters Score -3477551 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -3477626.500000 Penalty: 3415.195801
	Iteration 29Q: 3 clusters Score -3477626 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -3477679.250000 Penalty: 3415.195801
	Iteration 30Q: 3 clusters Score -3477679 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -3477724.500000 Penalty: 3415.195801
	Iteration 31Q: 3 clusters Score -3477724 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -3477758.250000 Penalty: 3415.195801
	Iteration 32Q: 3 clusters Score -3477758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3477781.250000 Penalty: 3415.195801
	Iteration 33Q: 3 clusters Score -3477781 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -3477810.750000 Penalty: 3415.195801
	Iteration 34Q: 3 clusters Score -3477811 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3477830.500000 Penalty: 3415.195801
	Iteration 35Q: 3 clusters Score -3477830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3477852.250000 Penalty: 3415.195801
	Iteration 36Q: 3 clusters Score -3477852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -3477873.250000 Penalty: 3415.195801
	Iteration 37Q: 3 clusters Score -3477873 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -3477891.750000 Penalty: 3415.195801
	Iteration 38Q: 3 clusters Score -3477892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -3477905.500000 Penalty: 3415.195801
	Iteration 39Q: 3 clusters Score -3477906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -3477922.000000 Penalty: 3415.195801
	Iteration 40F: 3 clusters Score -3477922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -3477941.250000 Penalty: 3415.195801
	Iteration 41Q: 3 clusters Score -3477941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -3477947.750000 Penalty: 3415.195801
	Iteration 42Q: 3 clusters Score -3477948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -3477961.000000 Penalty: 3415.195801
	Iteration 43Q: 3 clusters Score -3477961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3477964.750000 Penalty: 3415.195801
	Iteration 44Q: 3 clusters Score -3477965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -3477978.250000 Penalty: 3415.195801
	Iteration 45Q: 3 clusters Score -3477978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3477976.250000 Penalty: 3415.195801
	Iteration 46Q: 3 clusters Score -3477976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -3477985.250000 Penalty: 3415.195801
	Iteration 47Q: 3 clusters Score -3477985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -3477989.250000 Penalty: 3415.195801
	Iteration 48Q: 3 clusters Score -3477989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -3477997.000000 Penalty: 3415.195801
	Iteration 49Q: 3 clusters Score -3477997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -3478007.750000 Penalty: 3415.195801
	Iteration 50Q: 3 clusters Score -3478008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -3478013.500000 Penalty: 3415.195801
	Iteration 51Q: 3 clusters Score -3478014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3478019.250000 Penalty: 3415.195801
	Iteration 52Q: 3 clusters Score -3478019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -3478029.250000 Penalty: 3415.195801
	Iteration 53Q: 3 clusters Score -3478029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -3478035.750000 Penalty: 3415.195801
	Iteration 54Q: 3 clusters Score -3478036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -3478036.000000 Penalty: 3415.195801
	Iteration 55Q: 3 clusters Score -3478036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3478034.750000 Penalty: 3415.195801
	Iteration 56Q: 3 clusters Score -3478035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3478042.000000 Penalty: 3415.195801
	Iteration 57Q: 3 clusters Score -3478042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -3478040.750000 Penalty: 3415.195801
	Iteration 58Q: 3 clusters Score -3478041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -3478041.500000 Penalty: 3415.195801
	Iteration 59Q: 3 clusters Score -3478042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -3478041.500000 Penalty: 3415.195801
	Iteration 60F: 3 clusters Score -3478042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Entering Unmasked Estep 
Score: -1139212.250000 Penalty: 1526.375366
	Iteration 0F: 2 clusters Score -1139212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1130734.750000 Penalty: 3052.750732
	Iteration 0F: 3 clusters Score -1130735 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1133651.375000 Penalty: 3052.750732
	Iteration 1F: 3 clusters Score -1133651 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1133967.000000 Penalty: 3052.750732
	Iteration 2F: 3 clusters Score -1133967 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1134250.125000 Penalty: 3052.750732
	Iteration 3Q: 3 clusters Score -1134250 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1134527.500000 Penalty: 3052.750732
	Iteration 4Q: 3 clusters Score -1134528 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1134864.750000 Penalty: 3052.750732
	Iteration 5F: 3 clusters Score -1134865 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1135290.875000 Penalty: 3052.750732
	Iteration 6F: 3 clusters Score -1135291 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1135866.750000 Penalty: 3052.750732
	Iteration 7F: 3 clusters Score -1135867 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1136505.000000 Penalty: 3052.750732
	Iteration 8F: 3 clusters Score -1136505 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1137012.125000 Penalty: 3052.750732
	Iteration 9F: 3 clusters Score -1137012 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1137345.375000 Penalty: 3052.750732
	Iteration 10Q: 3 clusters Score -1137345 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1137483.000000 Penalty: 3052.750732
	Iteration 11Q: 3 clusters Score -1137483 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1137547.750000 Penalty: 3052.750732
	Iteration 12Q: 3 clusters Score -1137548 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1137592.500000 Penalty: 3052.750732
	Iteration 13Q: 3 clusters Score -1137592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1137631.250000 Penalty: 3052.750732
	Iteration 14Q: 3 clusters Score -1137631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1137660.875000 Penalty: 3052.750732
	Iteration 15Q: 3 clusters Score -1137661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1137683.875000 Penalty: 3052.750732
	Iteration 16Q: 3 clusters Score -1137684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1137703.500000 Penalty: 3052.750732
	Iteration 17Q: 3 clusters Score -1137704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1137720.875000 Penalty: 3052.750732
	Iteration 18Q: 3 clusters Score -1137721 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1137747.125000 Penalty: 3052.750732
	Iteration 19Q: 3 clusters Score -1137747 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1137769.375000 Penalty: 3052.750732
	Iteration 20F: 3 clusters Score -1137769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1137792.875000 Penalty: 3052.750732
	Iteration 21Q: 3 clusters Score -1137793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1137814.750000 Penalty: 3052.750732
	Iteration 22Q: 3 clusters Score -1137815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1137829.500000 Penalty: 3052.750732
	Iteration 23Q: 3 clusters Score -1137830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1137845.250000 Penalty: 3052.750732
	Iteration 24Q: 3 clusters Score -1137845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1137857.625000 Penalty: 3052.750732
	Iteration 25Q: 3 clusters Score -1137858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1137866.500000 Penalty: 3052.750732
	Iteration 26Q: 3 clusters Score -1137866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1137869.875000 Penalty: 3052.750732
	Iteration 27Q: 3 clusters Score -1137870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1137876.125000 Penalty: 3052.750732
	Iteration 28Q: 3 clusters Score -1137876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1137879.625000 Penalty: 3052.750732
	Iteration 29Q: 3 clusters Score -1137880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1137886.750000 Penalty: 3052.750732
	Iteration 30Q: 3 clusters Score -1137887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1137896.000000 Penalty: 3052.750732
	Iteration 31Q: 3 clusters Score -1137896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1137896.000000 Penalty: 3052.750732
	Iteration 32Q: 3 clusters Score -1137896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1137906.375000 Penalty: 3052.750732
	Iteration 33Q: 3 clusters Score -1137906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1137912.750000 Penalty: 3052.750732
	Iteration 34Q: 3 clusters Score -1137913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1137915.250000 Penalty: 3052.750732
	Iteration 35Q: 3 clusters Score -1137915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1137916.500000 Penalty: 3052.750732
	Iteration 36Q: 3 clusters Score -1137916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1137919.875000 Penalty: 3052.750732
	Iteration 37Q: 3 clusters Score -1137920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1137925.250000 Penalty: 3052.750732
	Iteration 38Q: 3 clusters Score -1137925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1137929.500000 Penalty: 3052.750732
	Iteration 39Q: 3 clusters Score -1137930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1137933.125000 Penalty: 3052.750732
	Iteration 40F: 3 clusters Score -1137933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1137934.625000 Penalty: 3052.750732
	Iteration 41Q: 3 clusters Score -1137935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1137937.250000 Penalty: 3052.750732
	Iteration 42Q: 3 clusters Score -1137937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1137941.625000 Penalty: 3052.750732
	Iteration 43Q: 3 clusters Score -1137942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1137945.000000 Penalty: 3052.750732
	Iteration 44Q: 3 clusters Score -1137945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1137946.875000 Penalty: 3052.750732
	Iteration 45Q: 3 clusters Score -1137947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1137950.625000 Penalty: 3052.750732
	Iteration 46Q: 3 clusters Score -1137951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1137951.250000 Penalty: 3052.750732
	Iteration 47Q: 3 clusters Score -1137951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1137955.125000 Penalty: 3052.750732
	Iteration 48Q: 3 clusters Score -1137955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1137954.250000 Penalty: 3052.750732
	Iteration 49Q: 3 clusters Score -1137954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1137956.375000 Penalty: 3052.750732
	Iteration 50Q: 3 clusters Score -1137956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1137955.250000 Penalty: 3052.750732
	Iteration 51Q: 3 clusters Score -1137955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1137955.000000 Penalty: 3052.750732
	Iteration 52Q: 3 clusters Score -1137955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1137954.625000 Penalty: 3052.750732
	Iteration 53Q: 3 clusters Score -1137955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1137956.750000 Penalty: 3052.750732
	Iteration 54Q: 3 clusters Score -1137957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1137955.875000 Penalty: 3052.750732
	Iteration 55Q: 3 clusters Score -1137956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1137956.000000 Penalty: 3052.750732
	Iteration 56Q: 3 clusters Score -1137956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1137955.750000 Penalty: 3052.750732
	Iteration 57Q: 3 clusters Score -1137956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1137957.375000 Penalty: 3052.750732
	Iteration 58Q: 3 clusters Score -1137957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1137955.500000 Penalty: 3052.750732
	Iteration 59Q: 3 clusters Score -1137956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1137956.250000 Penalty: 3052.750732
	Iteration 60F: 3 clusters Score -1137956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1137957.500000 Penalty: 3052.750732
	Iteration 61Q: 3 clusters Score -1137958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1137958.125000 Penalty: 3052.750732
	Iteration 62Q: 3 clusters Score -1137958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1137956.250000 Penalty: 3052.750732
	Iteration 63Q: 3 clusters Score -1137956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1137958.125000 Penalty: 3052.750732
	Iteration 64Q: 3 clusters Score -1137958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1137958.125000 Penalty: 3052.750732
	Iteration 65F: 3 clusters Score -1137958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -300309.906250 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -300309.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -297319.312500 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -297319.3 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -298039.250000 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -298039.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -298185.812500 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -298185.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -298295.375000 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -298295.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -298369.468750 Penalty: 2639.963623
	Iteration 4Q: 3 clusters Score -298369.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -298424.218750 Penalty: 2639.963623
	Iteration 5Q: 3 clusters Score -298424.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -298475.156250 Penalty: 2639.963623
	Iteration 6Q: 3 clusters Score -298475.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -298514.312500 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -298514.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -298545.937500 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -298545.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -298579.843750 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -298579.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -298619.125000 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -298619.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -298656.593750 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -298656.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -298691.406250 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -298691.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -298730.812500 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -298730.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -298761.062500 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -298761.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -298787.093750 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -298787.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -298813.656250 Penalty: 2639.963623
	Iteration 16Q: 3 clusters Score -298813.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -298838.468750 Penalty: 2639.963623
	Iteration 17Q: 3 clusters Score -298838.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -298867.281250 Penalty: 2639.963623
	Iteration 18Q: 3 clusters Score -298867.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -298899.156250 Penalty: 2639.963623
	Iteration 19Q: 3 clusters Score -298899.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -298933.968750 Penalty: 2639.963623
	Iteration 20F: 3 clusters Score -298934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -298976.500000 Penalty: 2639.963623
	Iteration 21Q: 3 clusters Score -298976.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -299027.031250 Penalty: 2639.963623
	Iteration 22Q: 3 clusters Score -299027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -299082.593750 Penalty: 2639.963623
	Iteration 23Q: 3 clusters Score -299082.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -299128.906250 Penalty: 2639.963623
	Iteration 24Q: 3 clusters Score -299128.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -299164.968750 Penalty: 2639.963623
	Iteration 25Q: 3 clusters Score -299165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -299189.781250 Penalty: 2639.963623
	Iteration 26Q: 3 clusters Score -299189.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -299211.406250 Penalty: 2639.963623
	Iteration 27Q: 3 clusters Score -299211.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -299220.906250 Penalty: 2639.963623
	Iteration 28Q: 3 clusters Score -299220.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -299227.406250 Penalty: 2639.963623
	Iteration 29Q: 3 clusters Score -299227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -299233.781250 Penalty: 2639.963623
	Iteration 30Q: 3 clusters Score -299233.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -299241.156250 Penalty: 2639.963623
	Iteration 31Q: 3 clusters Score -299241.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -299250.375000 Penalty: 2639.963623
	Iteration 32Q: 3 clusters Score -299250.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -299260.406250 Penalty: 2639.963623
	Iteration 33Q: 3 clusters Score -299260.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -299272.093750 Penalty: 2639.963623
	Iteration 34Q: 3 clusters Score -299272.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -299283.875000 Penalty: 2639.963623
	Iteration 35Q: 3 clusters Score -299283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -299293.062500 Penalty: 2639.963623
	Iteration 36Q: 3 clusters Score -299293.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -299302.656250 Penalty: 2639.963623
	Iteration 37Q: 3 clusters Score -299302.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -299312.593750 Penalty: 2639.963623
	Iteration 38Q: 3 clusters Score -299312.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -299330.062500 Penalty: 2639.963623
	Iteration 39Q: 3 clusters Score -299330.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -299349.968750 Penalty: 2639.963623
	Iteration 40F: 3 clusters Score -299350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -299367.500000 Penalty: 2639.963623
	Iteration 41Q: 3 clusters Score -299367.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -299389.843750 Penalty: 2639.963623
	Iteration 42Q: 3 clusters Score -299389.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -299406.218750 Penalty: 2639.963623
	Iteration 43Q: 3 clusters Score -299406.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -299416.187500 Penalty: 2639.963623
	Iteration 44Q: 3 clusters Score -299416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -299426.343750 Penalty: 2639.963623
	Iteration 45Q: 3 clusters Score -299426.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -299431.062500 Penalty: 2639.963623
	Iteration 46Q: 3 clusters Score -299431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -299433.656250 Penalty: 2639.963623
	Iteration 47Q: 3 clusters Score -299433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -299434.781250 Penalty: 2639.963623
	Iteration 48Q: 3 clusters Score -299434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -299435.312500 Penalty: 2639.963623
	Iteration 49Q: 3 clusters Score -299435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -299436.062500 Penalty: 2639.963623
	Iteration 50Q: 3 clusters Score -299436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -299436.250000 Penalty: 2639.963623
	Iteration 51Q: 3 clusters Score -299436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -299436.250000 Penalty: 2639.963623
	Iteration 52F: 3 clusters Score -299436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Entering Unmasked Estep 
Score: -425426.875000 Penalty: 1369.679810
	Iteration 0F: 2 clusters Score -425426.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -421733.625000 Penalty: 2739.359619
	Iteration 0F: 3 clusters Score -421733.6 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -422765.843750 Penalty: 2739.359619
	Iteration 1F: 3 clusters Score -422765.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -422924.031250 Penalty: 2739.359619
	Iteration 2F: 3 clusters Score -422924 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -423029.375000 Penalty: 2739.359619
	Iteration 3Q: 3 clusters Score -423029.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -423114.281250 Penalty: 2739.359619
	Iteration 4Q: 3 clusters Score -423114.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -423183.375000 Penalty: 2739.359619
	Iteration 5Q: 3 clusters Score -423183.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -423229.218750 Penalty: 2739.359619
	Iteration 6Q: 3 clusters Score -423229.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -423264.031250 Penalty: 2739.359619
	Iteration 7Q: 3 clusters Score -423264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -423293.218750 Penalty: 2739.359619
	Iteration 8Q: 3 clusters Score -423293.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -423319.875000 Penalty: 2739.359619
	Iteration 9Q: 3 clusters Score -423319.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -423337.968750 Penalty: 2739.359619
	Iteration 10Q: 3 clusters Score -423338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -423351.812500 Penalty: 2739.359619
	Iteration 11Q: 3 clusters Score -423351.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -423363.000000 Penalty: 2739.359619
	Iteration 12Q: 3 clusters Score -423363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -423373.312500 Penalty: 2739.359619
	Iteration 13Q: 3 clusters Score -423373.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -423381.312500 Penalty: 2739.359619
	Iteration 14Q: 3 clusters Score -423381.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -423389.687500 Penalty: 2739.359619
	Iteration 15Q: 3 clusters Score -423389.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -423400.593750 Penalty: 2739.359619
	Iteration 16Q: 3 clusters Score -423400.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -423408.312500 Penalty: 2739.359619
	Iteration 17Q: 3 clusters Score -423408.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -423416.656250 Penalty: 2739.359619
	Iteration 18Q: 3 clusters Score -423416.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -423425.375000 Penalty: 2739.359619
	Iteration 19Q: 3 clusters Score -423425.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -423435.218750 Penalty: 2739.359619
	Iteration 20F: 3 clusters Score -423435.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -423447.156250 Penalty: 2739.359619
	Iteration 21Q: 3 clusters Score -423447.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -423460.437500 Penalty: 2739.359619
	Iteration 22Q: 3 clusters Score -423460.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -423472.906250 Penalty: 2739.359619
	Iteration 23Q: 3 clusters Score -423472.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -423488.250000 Penalty: 2739.359619
	Iteration 24Q: 3 clusters Score -423488.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -423503.187500 Penalty: 2739.359619
	Iteration 25Q: 3 clusters Score -423503.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -423513.281250 Penalty: 2739.359619
	Iteration 26Q: 3 clusters Score -423513.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -423522.875000 Penalty: 2739.359619
	Iteration 27Q: 3 clusters Score -423522.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -423530.718750 Penalty: 2739.359619
	Iteration 28Q: 3 clusters Score -423530.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -423538.406250 Penalty: 2739.359619
	Iteration 29Q: 3 clusters Score -423538.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -423549.281250 Penalty: 2739.359619
	Iteration 30Q: 3 clusters Score -423549.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -423562.000000 Penalty: 2739.359619
	Iteration 31Q: 3 clusters Score -423562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -423581.781250 Penalty: 2739.359619
	Iteration 32Q: 3 clusters Score -423581.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -423600.312500 Penalty: 2739.359619
	Iteration 33Q: 3 clusters Score -423600.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -423618.875000 Penalty: 2739.359619
	Iteration 34Q: 3 clusters Score -423618.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -423643.937500 Penalty: 2739.359619
	Iteration 35Q: 3 clusters Score -423643.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -423670.562500 Penalty: 2739.359619
	Iteration 36Q: 3 clusters Score -423670.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -423686.375000 Penalty: 2739.359619
	Iteration 37Q: 3 clusters Score -423686.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -423702.250000 Penalty: 2739.359619
	Iteration 38Q: 3 clusters Score -423702.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -423716.250000 Penalty: 2739.359619
	Iteration 39Q: 3 clusters Score -423716.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -423733.625000 Penalty: 2739.359619
	Iteration 40F: 3 clusters Score -423733.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -423748.187500 Penalty: 2739.359619
	Iteration 41Q: 3 clusters Score -423748.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -423767.250000 Penalty: 2739.359619
	Iteration 42Q: 3 clusters Score -423767.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -423783.906250 Penalty: 2739.359619
	Iteration 43Q: 3 clusters Score -423783.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -423801.031250 Penalty: 2739.359619
	Iteration 44Q: 3 clusters Score -423801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -423818.781250 Penalty: 2739.359619
	Iteration 45Q: 3 clusters Score -423818.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -423832.156250 Penalty: 2739.359619
	Iteration 46Q: 3 clusters Score -423832.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -423847.093750 Penalty: 2739.359619
	Iteration 47Q: 3 clusters Score -423847.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -423858.718750 Penalty: 2739.359619
	Iteration 48Q: 3 clusters Score -423858.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -423873.250000 Penalty: 2739.359619
	Iteration 49Q: 3 clusters Score -423873.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -423885.125000 Penalty: 2739.359619
	Iteration 50Q: 3 clusters Score -423885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -423898.593750 Penalty: 2739.359619
	Iteration 51Q: 3 clusters Score -423898.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -423912.718750 Penalty: 2739.359619
	Iteration 52Q: 3 clusters Score -423912.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -423926.875000 Penalty: 2739.359619
	Iteration 53Q: 3 clusters Score -423926.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -423934.250000 Penalty: 2739.359619
	Iteration 54Q: 3 clusters Score -423934.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -423943.218750 Penalty: 2739.359619
	Iteration 55Q: 3 clusters Score -423943.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -423949.906250 Penalty: 2739.359619
	Iteration 56Q: 3 clusters Score -423949.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -423955.312500 Penalty: 2739.359619
	Iteration 57Q: 3 clusters Score -423955.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -423962.187500 Penalty: 2739.359619
	Iteration 58Q: 3 clusters Score -423962.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -423967.250000 Penalty: 2739.359619
	Iteration 59Q: 3 clusters Score -423967.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -423970.687500 Penalty: 2739.359619
	Iteration 60F: 3 clusters Score -423970.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -423973.250000 Penalty: 2739.359619
	Iteration 61Q: 3 clusters Score -423973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -423975.968750 Penalty: 2739.359619
	Iteration 62Q: 3 clusters Score -423976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -423977.687500 Penalty: 2739.359619
	Iteration 63Q: 3 clusters Score -423977.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -423980.000000 Penalty: 2739.359619
	Iteration 64Q: 3 clusters Score -423980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -423983.906250 Penalty: 2739.359619
	Iteration 65Q: 3 clusters Score -423983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -423986.250000 Penalty: 2739.359619
	Iteration 66Q: 3 clusters Score -423986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -423987.125000 Penalty: 2739.359619
	Iteration 67Q: 3 clusters Score -423987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -423988.937500 Penalty: 2739.359619
	Iteration 68Q: 3 clusters Score -423988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -423989.687500 Penalty: 2739.359619
	Iteration 69Q: 3 clusters Score -423989.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -423991.343750 Penalty: 2739.359619
	Iteration 70Q: 3 clusters Score -423991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -423990.750000 Penalty: 2739.359619
	Iteration 71Q: 3 clusters Score -423990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -423991.031250 Penalty: 2739.359619
	Iteration 72Q: 3 clusters Score -423991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -423991.031250 Penalty: 2739.359619
	Iteration 73F: 3 clusters Score -423991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -55997.003906 Penalty: 1055.970825
	Iteration 0F: 2 clusters Score -55997 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 313 members 
Entering Unmasked Estep 
Score: -54790.804688 Penalty: 2111.941650
	Iteration 0F: 3 clusters Score -54790.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54972.953125 Penalty: 2111.941650
	Iteration 1F: 3 clusters Score -54972.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55030.417969 Penalty: 2111.941650
	Iteration 2F: 3 clusters Score -55030.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55059.859375 Penalty: 2111.941650
	Iteration 3Q: 3 clusters Score -55059.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55073.398438 Penalty: 2111.941650
	Iteration 4Q: 3 clusters Score -55073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55076.292969 Penalty: 2111.941650
	Iteration 5Q: 3 clusters Score -55076.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55076.292969 Penalty: 2111.941650
	Iteration 6F: 3 clusters Score -55076.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -199104.000000 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -199104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -196850.406250 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -196850.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -197308.250000 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -197308.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -197413.187500 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -197413.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -197462.046875 Penalty: 2508.283691
	Iteration 3Q: 3 clusters Score -197462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -197490.000000 Penalty: 2508.283691
	Iteration 4Q: 3 clusters Score -197490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -197517.234375 Penalty: 2508.283691
	Iteration 5Q: 3 clusters Score -197517.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -197541.031250 Penalty: 2508.283691
	Iteration 6Q: 3 clusters Score -197541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -197561.468750 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -197561.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -197574.078125 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -197574.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -197591.218750 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -197591.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -197601.093750 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -197601.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -197611.453125 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -197611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -197617.359375 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -197617.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -197624.250000 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -197624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -197628.671875 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -197628.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197633.531250 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -197633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -197635.265625 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -197635.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -197637.562500 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -197637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -197639.000000 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -197639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -197639.906250 Penalty: 2508.283691
	Iteration 19Q: 3 clusters Score -197639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -197640.640625 Penalty: 2508.283691
	Iteration 20F: 3 clusters Score -197640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -197641.140625 Penalty: 2508.283691
	Iteration 21Q: 3 clusters Score -197641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -197642.250000 Penalty: 2508.283691
	Iteration 22Q: 3 clusters Score -197642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197644.781250 Penalty: 2508.283691
	Iteration 23Q: 3 clusters Score -197644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -197648.234375 Penalty: 2508.283691
	Iteration 24Q: 3 clusters Score -197648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -197652.093750 Penalty: 2508.283691
	Iteration 25Q: 3 clusters Score -197652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -197658.296875 Penalty: 2508.283691
	Iteration 26Q: 3 clusters Score -197658.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -197664.875000 Penalty: 2508.283691
	Iteration 27Q: 3 clusters Score -197664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197669.140625 Penalty: 2508.283691
	Iteration 28Q: 3 clusters Score -197669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197671.796875 Penalty: 2508.283691
	Iteration 29Q: 3 clusters Score -197671.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -197677.109375 Penalty: 2508.283691
	Iteration 30Q: 3 clusters Score -197677.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -197681.656250 Penalty: 2508.283691
	Iteration 31Q: 3 clusters Score -197681.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -197686.828125 Penalty: 2508.283691
	Iteration 32Q: 3 clusters Score -197686.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197690.187500 Penalty: 2508.283691
	Iteration 33Q: 3 clusters Score -197690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197692.843750 Penalty: 2508.283691
	Iteration 34Q: 3 clusters Score -197692.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -197695.109375 Penalty: 2508.283691
	Iteration 35Q: 3 clusters Score -197695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197697.031250 Penalty: 2508.283691
	Iteration 36Q: 3 clusters Score -197697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -197699.906250 Penalty: 2508.283691
	Iteration 37Q: 3 clusters Score -197699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197701.828125 Penalty: 2508.283691
	Iteration 38Q: 3 clusters Score -197701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -197703.531250 Penalty: 2508.283691
	Iteration 39Q: 3 clusters Score -197703.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -197705.140625 Penalty: 2508.283691
	Iteration 40F: 3 clusters Score -197705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -197707.265625 Penalty: 2508.283691
	Iteration 41Q: 3 clusters Score -197707.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -197709.750000 Penalty: 2508.283691
	Iteration 42Q: 3 clusters Score -197709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -197714.234375 Penalty: 2508.283691
	Iteration 43Q: 3 clusters Score -197714.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197717.406250 Penalty: 2508.283691
	Iteration 44Q: 3 clusters Score -197717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -197719.906250 Penalty: 2508.283691
	Iteration 45Q: 3 clusters Score -197719.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -197721.421875 Penalty: 2508.283691
	Iteration 46Q: 3 clusters Score -197721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197722.125000 Penalty: 2508.283691
	Iteration 47Q: 3 clusters Score -197722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -197722.359375 Penalty: 2508.283691
	Iteration 48Q: 3 clusters Score -197722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -197722.640625 Penalty: 2508.283691
	Iteration 49Q: 3 clusters Score -197722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -197723.734375 Penalty: 2508.283691
	Iteration 50Q: 3 clusters Score -197723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -197724.296875 Penalty: 2508.283691
	Iteration 51Q: 3 clusters Score -197724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -197728.531250 Penalty: 2508.283691
	Iteration 52Q: 3 clusters Score -197728.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -197736.078125 Penalty: 2508.283691
	Iteration 53Q: 3 clusters Score -197736.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -197746.703125 Penalty: 2508.283691
	Iteration 54Q: 3 clusters Score -197746.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197754.031250 Penalty: 2508.283691
	Iteration 55Q: 3 clusters Score -197754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -197763.718750 Penalty: 2508.283691
	Iteration 56Q: 3 clusters Score -197763.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197776.687500 Penalty: 2508.283691
	Iteration 57Q: 3 clusters Score -197776.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -197788.406250 Penalty: 2508.283691
	Iteration 58Q: 3 clusters Score -197788.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -197802.531250 Penalty: 2508.283691
	Iteration 59Q: 3 clusters Score -197802.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197818.515625 Penalty: 2508.283691
	Iteration 60F: 3 clusters Score -197818.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197833.750000 Penalty: 2508.283691
	Iteration 61Q: 3 clusters Score -197833.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197843.328125 Penalty: 2508.283691
	Iteration 62Q: 3 clusters Score -197843.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -197852.609375 Penalty: 2508.283691
	Iteration 63Q: 3 clusters Score -197852.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -197868.812500 Penalty: 2508.283691
	Iteration 64Q: 3 clusters Score -197868.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -197883.546875 Penalty: 2508.283691
	Iteration 65Q: 3 clusters Score -197883.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -197893.453125 Penalty: 2508.283691
	Iteration 66Q: 3 clusters Score -197893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -197900.234375 Penalty: 2508.283691
	Iteration 67Q: 3 clusters Score -197900.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -197903.984375 Penalty: 2508.283691
	Iteration 68Q: 3 clusters Score -197904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197908.843750 Penalty: 2508.283691
	Iteration 69Q: 3 clusters Score -197908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -197912.812500 Penalty: 2508.283691
	Iteration 70Q: 3 clusters Score -197912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -197915.609375 Penalty: 2508.283691
	Iteration 71Q: 3 clusters Score -197915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197916.484375 Penalty: 2508.283691
	Iteration 72Q: 3 clusters Score -197916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -197917.078125 Penalty: 2508.283691
	Iteration 73Q: 3 clusters Score -197917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -197917.078125 Penalty: 2508.283691
	Iteration 74F: 3 clusters Score -197917.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (164960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164960 members 
Entering Unmasked Estep 
Score: -15413106.000000 Penalty: 1952.187012
	Iteration 0F: 2 clusters Score -1.541311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -15302696.000000 Penalty: 3904.374023
	Iteration 0F: 3 clusters Score -1.53027e+07 nChanged 79761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -15349946.000000 Penalty: 3904.374023
	Iteration 1F: 3 clusters Score -1.534995e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -15351120.000000 Penalty: 3904.374023
	Iteration 2Q: 3 clusters Score -1.535112e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -15352549.000000 Penalty: 3904.374023
	Iteration 3Q: 3 clusters Score -1.535255e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 86023 members 
Entering Unmasked Estep 
Score: -15354312.000000 Penalty: 3904.374023
	Iteration 4Q: 3 clusters Score -1.535431e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -15356695.000000 Penalty: 3904.374023
	Iteration 5Q: 3 clusters Score -1.53567e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -15360106.000000 Penalty: 3904.374023
	Iteration 6Q: 3 clusters Score -1.536011e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -15365561.000000 Penalty: 3904.374023
	Iteration 7F: 3 clusters Score -1.536556e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -15373246.000000 Penalty: 3904.374023
	Iteration 8F: 3 clusters Score -1.537325e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -15381503.000000 Penalty: 3904.374023
	Iteration 9F: 3 clusters Score -1.53815e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -15386893.000000 Penalty: 3904.374023
	Iteration 10F: 3 clusters Score -1.538689e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -15389223.000000 Penalty: 3904.374023
	Iteration 11Q: 3 clusters Score -1.538922e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -15390758.000000 Penalty: 3904.374023
	Iteration 12Q: 3 clusters Score -1.539076e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 108727 members 
Entering Unmasked Estep 
Score: -15392094.000000 Penalty: 3904.374023
	Iteration 13Q: 3 clusters Score -1.539209e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -15393530.000000 Penalty: 3904.374023
	Iteration 14Q: 3 clusters Score -1.539353e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -15394778.000000 Penalty: 3904.374023
	Iteration 15Q: 3 clusters Score -1.539478e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 114673 members 
Entering Unmasked Estep 
Score: -15396000.000000 Penalty: 3904.374023
	Iteration 16Q: 3 clusters Score -1.5396e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 116436 members 
Entering Unmasked Estep 
Score: -15397101.000000 Penalty: 3904.374023
	Iteration 17Q: 3 clusters Score -1.53971e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 117995 members 
Entering Unmasked Estep 
Score: -15397863.000000 Penalty: 3904.374023
	Iteration 18Q: 3 clusters Score -1.539786e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -15398527.000000 Penalty: 3904.374023
	Iteration 19Q: 3 clusters Score -1.539853e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -15399093.000000 Penalty: 3904.374023
	Iteration 20F: 3 clusters Score -1.539909e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 121980 members 
Entering Unmasked Estep 
Score: -15399642.000000 Penalty: 3904.374023
	Iteration 21Q: 3 clusters Score -1.539964e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 123126 members 
Entering Unmasked Estep 
Score: -15400043.000000 Penalty: 3904.374023
	Iteration 22Q: 3 clusters Score -1.540004e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -15400503.000000 Penalty: 3904.374023
	Iteration 23Q: 3 clusters Score -1.54005e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 125286 members 
Entering Unmasked Estep 
Score: -15400962.000000 Penalty: 3904.374023
	Iteration 24Q: 3 clusters Score -1.540096e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 126303 members 
Entering Unmasked Estep 
Score: -15401399.000000 Penalty: 3904.374023
	Iteration 25Q: 3 clusters Score -1.54014e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 127236 members 
Entering Unmasked Estep 
Score: -15401733.000000 Penalty: 3904.374023
	Iteration 26Q: 3 clusters Score -1.540173e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -15402050.000000 Penalty: 3904.374023
	Iteration 27Q: 3 clusters Score -1.540205e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 128843 members 
Entering Unmasked Estep 
Score: -15402311.000000 Penalty: 3904.374023
	Iteration 28Q: 3 clusters Score -1.540231e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 129604 members 
Entering Unmasked Estep 
Score: -15402647.000000 Penalty: 3904.374023
	Iteration 29Q: 3 clusters Score -1.540265e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 130313 members 
Entering Unmasked Estep 
Score: -15402859.000000 Penalty: 3904.374023
	Iteration 30Q: 3 clusters Score -1.540286e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 130975 members 
Entering Unmasked Estep 
Score: -15403062.000000 Penalty: 3904.374023
	Iteration 31Q: 3 clusters Score -1.540306e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 131603 members 
Entering Unmasked Estep 
Score: -15403297.000000 Penalty: 3904.374023
	Iteration 32Q: 3 clusters Score -1.54033e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -15403517.000000 Penalty: 3904.374023
	Iteration 33Q: 3 clusters Score -1.540352e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 132792 members 
Entering Unmasked Estep 
Score: -15403758.000000 Penalty: 3904.374023
	Iteration 34Q: 3 clusters Score -1.540376e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 133353 members 
Entering Unmasked Estep 
Score: -15403908.000000 Penalty: 3904.374023
	Iteration 35Q: 3 clusters Score -1.540391e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -15404068.000000 Penalty: 3904.374023
	Iteration 36Q: 3 clusters Score -1.540407e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -15404306.000000 Penalty: 3904.374023
	Iteration 37Q: 3 clusters Score -1.540431e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 134945 members 
Entering Unmasked Estep 
Score: -15404510.000000 Penalty: 3904.374023
	Iteration 38Q: 3 clusters Score -1.540451e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 135436 members 
Entering Unmasked Estep 
Score: -15404686.000000 Penalty: 3904.374023
	Iteration 39Q: 3 clusters Score -1.540469e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 135920 members 
Entering Unmasked Estep 
Score: -15404845.000000 Penalty: 3904.374023
	Iteration 40F: 3 clusters Score -1.540484e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -15405053.000000 Penalty: 3904.374023
	Iteration 41Q: 3 clusters Score -1.540505e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 136977 members 
Entering Unmasked Estep 
Score: -15405298.000000 Penalty: 3904.374023
	Iteration 42Q: 3 clusters Score -1.54053e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 137466 members 
Entering Unmasked Estep 
Score: -15405475.000000 Penalty: 3904.374023
	Iteration 43Q: 3 clusters Score -1.540548e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 137917 members 
Entering Unmasked Estep 
Score: -15405633.000000 Penalty: 3904.374023
	Iteration 44Q: 3 clusters Score -1.540563e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 138359 members 
Entering Unmasked Estep 
Score: -15405823.000000 Penalty: 3904.374023
	Iteration 45Q: 3 clusters Score -1.540582e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 138741 members 
Entering Unmasked Estep 
Score: -15405916.000000 Penalty: 3904.374023
	Iteration 46Q: 3 clusters Score -1.540592e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 139070 members 
Entering Unmasked Estep 
Score: -15406048.000000 Penalty: 3904.374023
	Iteration 47Q: 3 clusters Score -1.540605e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 139376 members 
Entering Unmasked Estep 
Score: -15406176.000000 Penalty: 3904.374023
	Iteration 48Q: 3 clusters Score -1.540618e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 139658 members 
Entering Unmasked Estep 
Score: -15406269.000000 Penalty: 3904.374023
	Iteration 49Q: 3 clusters Score -1.540627e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 139932 members 
Entering Unmasked Estep 
Score: -15406391.000000 Penalty: 3904.374023
	Iteration 50Q: 3 clusters Score -1.540639e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 140187 members 
Entering Unmasked Estep 
Score: -15406521.000000 Penalty: 3904.374023
	Iteration 51Q: 3 clusters Score -1.540652e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 140457 members 
Entering Unmasked Estep 
Score: -15406644.000000 Penalty: 3904.374023
	Iteration 52Q: 3 clusters Score -1.540664e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 140745 members 
Entering Unmasked Estep 
Score: -15406733.000000 Penalty: 3904.374023
	Iteration 53Q: 3 clusters Score -1.540673e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 141035 members 
Entering Unmasked Estep 
Score: -15406800.000000 Penalty: 3904.374023
	Iteration 54Q: 3 clusters Score -1.54068e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 141317 members 
Entering Unmasked Estep 
Score: -15406924.000000 Penalty: 3904.374023
	Iteration 55Q: 3 clusters Score -1.540692e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -15407038.000000 Penalty: 3904.374023
	Iteration 56Q: 3 clusters Score -1.540704e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 141865 members 
Entering Unmasked Estep 
Score: -15407125.000000 Penalty: 3904.374023
	Iteration 57Q: 3 clusters Score -1.540712e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 142113 members 
Entering Unmasked Estep 
Score: -15407182.000000 Penalty: 3904.374023
	Iteration 58Q: 3 clusters Score -1.540718e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 142337 members 
Entering Unmasked Estep 
Score: -15407286.000000 Penalty: 3904.374023
	Iteration 59Q: 3 clusters Score -1.540729e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -15407366.000000 Penalty: 3904.374023
	Iteration 60F: 3 clusters Score -1.540737e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 142768 members 
Entering Unmasked Estep 
Score: -15407449.000000 Penalty: 3904.374023
	Iteration 61Q: 3 clusters Score -1.540745e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 142972 members 
Entering Unmasked Estep 
Score: -15407534.000000 Penalty: 3904.374023
	Iteration 62Q: 3 clusters Score -1.540753e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 143169 members 
Entering Unmasked Estep 
Score: -15407598.000000 Penalty: 3904.374023
	Iteration 63Q: 3 clusters Score -1.54076e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 143346 members 
Entering Unmasked Estep 
Score: -15407655.000000 Penalty: 3904.374023
	Iteration 64Q: 3 clusters Score -1.540766e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 143510 members 
Entering Unmasked Estep 
Score: -15407694.000000 Penalty: 3904.374023
	Iteration 65Q: 3 clusters Score -1.540769e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 143674 members 
Entering Unmasked Estep 
Score: -15407760.000000 Penalty: 3904.374023
	Iteration 66Q: 3 clusters Score -1.540776e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 143819 members 
Entering Unmasked Estep 
Score: -15407859.000000 Penalty: 3904.374023
	Iteration 67Q: 3 clusters Score -1.540786e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 143970 members 
Entering Unmasked Estep 
Score: -15407913.000000 Penalty: 3904.374023
	Iteration 68Q: 3 clusters Score -1.540791e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -15407948.000000 Penalty: 3904.374023
	Iteration 69Q: 3 clusters Score -1.540795e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 144233 members 
Entering Unmasked Estep 
Score: -15407972.000000 Penalty: 3904.374023
	Iteration 70Q: 3 clusters Score -1.540797e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 144336 members 
Entering Unmasked Estep 
Score: -15408001.000000 Penalty: 3904.374023
	Iteration 71Q: 3 clusters Score -1.5408e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -15408015.000000 Penalty: 3904.374023
	Iteration 72Q: 3 clusters Score -1.540802e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 144528 members 
Entering Unmasked Estep 
Score: -15408055.000000 Penalty: 3904.374023
	Iteration 73Q: 3 clusters Score -1.540806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 144624 members 
Entering Unmasked Estep 
Score: -15408109.000000 Penalty: 3904.374023
	Iteration 74Q: 3 clusters Score -1.540811e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 144707 members 
Entering Unmasked Estep 
Score: -15408145.000000 Penalty: 3904.374023
	Iteration 75Q: 3 clusters Score -1.540814e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -15408146.000000 Penalty: 3904.374023
	Iteration 76Q: 3 clusters Score -1.540815e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -15408192.000000 Penalty: 3904.374023
	Iteration 77Q: 3 clusters Score -1.540819e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 144979 members 
Entering Unmasked Estep 
Score: -15408230.000000 Penalty: 3904.374023
	Iteration 78Q: 3 clusters Score -1.540823e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -15408270.000000 Penalty: 3904.374023
	Iteration 79Q: 3 clusters Score -1.540827e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 145168 members 
Entering Unmasked Estep 
Score: -15408287.000000 Penalty: 3904.374023
	Iteration 80F: 3 clusters Score -1.540829e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -15408315.000000 Penalty: 3904.374023
	Iteration 81Q: 3 clusters Score -1.540832e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 145345 members 
Entering Unmasked Estep 
Score: -15408359.000000 Penalty: 3904.374023
	Iteration 82Q: 3 clusters Score -1.540836e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -15408357.000000 Penalty: 3904.374023
	Iteration 83Q: 3 clusters Score -1.540836e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 145509 members 
Entering Unmasked Estep 
Score: -15408374.000000 Penalty: 3904.374023
	Iteration 84Q: 3 clusters Score -1.540837e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 145570 members 
Entering Unmasked Estep 
Score: -15408376.000000 Penalty: 3904.374023
	Iteration 85Q: 3 clusters Score -1.540838e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -15408395.000000 Penalty: 3904.374023
	Iteration 86Q: 3 clusters Score -1.54084e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 145712 members 
Entering Unmasked Estep 
Score: -15408441.000000 Penalty: 3904.374023
	Iteration 87Q: 3 clusters Score -1.540844e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -15408472.000000 Penalty: 3904.374023
	Iteration 88Q: 3 clusters Score -1.540847e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 145843 members 
Entering Unmasked Estep 
Score: -15408472.000000 Penalty: 3904.374023
	Iteration 89Q: 3 clusters Score -1.540847e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 145912 members 
Entering Unmasked Estep 
Score: -15408507.000000 Penalty: 3904.374023
	Iteration 90Q: 3 clusters Score -1.540851e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 145989 members 
Entering Unmasked Estep 
Score: -15408524.000000 Penalty: 3904.374023
	Iteration 91Q: 3 clusters Score -1.540852e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -15408558.000000 Penalty: 3904.374023
	Iteration 92Q: 3 clusters Score -1.540856e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 146112 members 
Entering Unmasked Estep 
Score: -15408594.000000 Penalty: 3904.374023
	Iteration 93Q: 3 clusters Score -1.540859e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 146173 members 
Entering Unmasked Estep 
Score: -15408616.000000 Penalty: 3904.374023
	Iteration 94Q: 3 clusters Score -1.540862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 146245 members 
Entering Unmasked Estep 
Score: -15408618.000000 Penalty: 3904.374023
	Iteration 95Q: 3 clusters Score -1.540862e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 146302 members 
Entering Unmasked Estep 
Score: -15408642.000000 Penalty: 3904.374023
	Iteration 96Q: 3 clusters Score -1.540864e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 146349 members 
Entering Unmasked Estep 
Score: -15408634.000000 Penalty: 3904.374023
	Iteration 97Q: 3 clusters Score -1.540863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 146396 members 
Entering Unmasked Estep 
Score: -15408652.000000 Penalty: 3904.374023
	Iteration 98Q: 3 clusters Score -1.540865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 146441 members 
Entering Unmasked Estep 
Score: -15408672.000000 Penalty: 3904.374023
	Iteration 99Q: 3 clusters Score -1.540867e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 146481 members 
Entering Unmasked Estep 
Score: -15408675.000000 Penalty: 3904.374023
	Iteration 100F: 3 clusters Score -1.540868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 146521 members 
Entering Unmasked Estep 
Score: -15408669.000000 Penalty: 3904.374023
	Iteration 101Q: 3 clusters Score -1.540867e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -15408689.000000 Penalty: 3904.374023
	Iteration 102Q: 3 clusters Score -1.540869e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 146614 members 
Entering Unmasked Estep 
Score: -15408727.000000 Penalty: 3904.374023
	Iteration 103Q: 3 clusters Score -1.540873e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -15408729.000000 Penalty: 3904.374023
	Iteration 104Q: 3 clusters Score -1.540873e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 146716 members 
Entering Unmasked Estep 
Score: -15408750.000000 Penalty: 3904.374023
	Iteration 105Q: 3 clusters Score -1.540875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 146755 members 
Entering Unmasked Estep 
Score: -15408758.000000 Penalty: 3904.374023
	Iteration 106Q: 3 clusters Score -1.540876e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 146805 members 
Entering Unmasked Estep 
Score: -15408782.000000 Penalty: 3904.374023
	Iteration 107Q: 3 clusters Score -1.540878e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 146855 members 
Entering Unmasked Estep 
Score: -15408803.000000 Penalty: 3904.374023
	Iteration 108Q: 3 clusters Score -1.54088e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 146894 members 
Entering Unmasked Estep 
Score: -15408797.000000 Penalty: 3904.374023
	Iteration 109Q: 3 clusters Score -1.54088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -15408799.000000 Penalty: 3904.374023
	Iteration 110Q: 3 clusters Score -1.54088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -15408819.000000 Penalty: 3904.374023
	Iteration 111Q: 3 clusters Score -1.540882e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -15408827.000000 Penalty: 3904.374023
	Iteration 112Q: 3 clusters Score -1.540883e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -15408830.000000 Penalty: 3904.374023
	Iteration 113Q: 3 clusters Score -1.540883e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -15408815.000000 Penalty: 3904.374023
	Iteration 114Q: 3 clusters Score -1.540882e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -15408847.000000 Penalty: 3904.374023
	Iteration 115Q: 3 clusters Score -1.540885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 147154 members 
Entering Unmasked Estep 
Score: -15408877.000000 Penalty: 3904.374023
	Iteration 116Q: 3 clusters Score -1.540888e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 147195 members 
Entering Unmasked Estep 
Score: -15408888.000000 Penalty: 3904.374023
	Iteration 117Q: 3 clusters Score -1.540889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 147226 members 
Entering Unmasked Estep 
Score: -15408903.000000 Penalty: 3904.374023
	Iteration 118Q: 3 clusters Score -1.54089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -15408905.000000 Penalty: 3904.374023
	Iteration 119Q: 3 clusters Score -1.54089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 147294 members 
Entering Unmasked Estep 
Score: -15408916.000000 Penalty: 3904.374023
	Iteration 120F: 3 clusters Score -1.540892e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 147335 members 
Entering Unmasked Estep 
Score: -15408885.000000 Penalty: 3904.374023
	Iteration 121Q: 3 clusters Score -1.540888e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 147368 members 
Entering Unmasked Estep 
Score: -15408917.000000 Penalty: 3904.374023
	Iteration 122Q: 3 clusters Score -1.540892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 147405 members 
Entering Unmasked Estep 
Score: -15408903.000000 Penalty: 3904.374023
	Iteration 123Q: 3 clusters Score -1.54089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -15408933.000000 Penalty: 3904.374023
	Iteration 124Q: 3 clusters Score -1.540893e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -15408937.000000 Penalty: 3904.374023
	Iteration 125Q: 3 clusters Score -1.540894e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -15408936.000000 Penalty: 3904.374023
	Iteration 126Q: 3 clusters Score -1.540894e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 147556 members 
Entering Unmasked Estep 
Score: -15408939.000000 Penalty: 3904.374023
	Iteration 127Q: 3 clusters Score -1.540894e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -15408966.000000 Penalty: 3904.374023
	Iteration 128Q: 3 clusters Score -1.540897e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -15408974.000000 Penalty: 3904.374023
	Iteration 129Q: 3 clusters Score -1.540897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 147687 members 
Entering Unmasked Estep 
Score: -15408980.000000 Penalty: 3904.374023
	Iteration 130Q: 3 clusters Score -1.540898e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -15408981.000000 Penalty: 3904.374023
	Iteration 131Q: 3 clusters Score -1.540898e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 147780 members 
Entering Unmasked Estep 
Score: -15408998.000000 Penalty: 3904.374023
	Iteration 132Q: 3 clusters Score -1.5409e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 147823 members 
Entering Unmasked Estep 
Score: -15409010.000000 Penalty: 3904.374023
	Iteration 133Q: 3 clusters Score -1.540901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -15409021.000000 Penalty: 3904.374023
	Iteration 134Q: 3 clusters Score -1.540902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -15409011.000000 Penalty: 3904.374023
	Iteration 135Q: 3 clusters Score -1.540901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -15409012.000000 Penalty: 3904.374023
	Iteration 136Q: 3 clusters Score -1.540901e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 147957 members 
Entering Unmasked Estep 
Score: -15409017.000000 Penalty: 3904.374023
	Iteration 137Q: 3 clusters Score -1.540902e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 147994 members 
Entering Unmasked Estep 
Score: -15409037.000000 Penalty: 3904.374023
	Iteration 138Q: 3 clusters Score -1.540904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 148028 members 
Entering Unmasked Estep 
Score: -15409055.000000 Penalty: 3904.374023
	Iteration 139Q: 3 clusters Score -1.540906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 148056 members 
Entering Unmasked Estep 
Score: -15409056.000000 Penalty: 3904.374023
	Iteration 140F: 3 clusters Score -1.540906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 148080 members 
Entering Unmasked Estep 
Score: -15409080.000000 Penalty: 3904.374023
	Iteration 141Q: 3 clusters Score -1.540908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -15409076.000000 Penalty: 3904.374023
	Iteration 142Q: 3 clusters Score -1.540908e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -15409112.000000 Penalty: 3904.374023
	Iteration 143Q: 3 clusters Score -1.540911e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 148169 members 
Entering Unmasked Estep 
Score: -15409124.000000 Penalty: 3904.374023
	Iteration 144Q: 3 clusters Score -1.540912e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 148203 members 
Entering Unmasked Estep 
Score: -15409127.000000 Penalty: 3904.374023
	Iteration 145Q: 3 clusters Score -1.540913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 148223 members 
Entering Unmasked Estep 
Score: -15409127.000000 Penalty: 3904.374023
	Iteration 146Q: 3 clusters Score -1.540913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -15409127.000000 Penalty: 3904.374023
	Iteration 147Q: 3 clusters Score -1.540913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 148246 members 
Entering Unmasked Estep 
Score: -15409135.000000 Penalty: 3904.374023
	Iteration 148Q: 3 clusters Score -1.540914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 148255 members 
Entering Unmasked Estep 
Score: -15409146.000000 Penalty: 3904.374023
	Iteration 149Q: 3 clusters Score -1.540915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 148265 members 
Entering Unmasked Estep 
Score: -15409156.000000 Penalty: 3904.374023
	Iteration 150Q: 3 clusters Score -1.540916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -15409159.000000 Penalty: 3904.374023
	Iteration 151Q: 3 clusters Score -1.540916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -15409158.000000 Penalty: 3904.374023
	Iteration 152Q: 3 clusters Score -1.540916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 148273 members 
Entering Unmasked Estep 
Score: -15409152.000000 Penalty: 3904.374023
	Iteration 153Q: 3 clusters Score -1.540915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 148275 members 
Entering Unmasked Estep 
Score: -15409150.000000 Penalty: 3904.374023
	Iteration 154Q: 3 clusters Score -1.540915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 148276 members 
Entering Unmasked Estep 
Score: -15409158.000000 Penalty: 3904.374023
	Iteration 155Q: 3 clusters Score -1.540916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 148278 members 
Entering Unmasked Estep 
Score: -15409153.000000 Penalty: 3904.374023
	Iteration 156Q: 3 clusters Score -1.540915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 148280 members 
Entering Unmasked Estep 
Score: -15409162.000000 Penalty: 3904.374023
	Iteration 157Q: 3 clusters Score -1.540916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 148281 members 
Entering Unmasked Estep 
Score: -15409162.000000 Penalty: 3904.374023
	Iteration 158Q: 3 clusters Score -1.540916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 148283 members 
Entering Unmasked Estep 
Score: -15409159.000000 Penalty: 3904.374023
	Iteration 159Q: 3 clusters Score -1.540916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -15409161.000000 Penalty: 3904.374023
	Iteration 160F: 3 clusters Score -1.540916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 148288 members 
Entering Unmasked Estep 
Score: -15409160.000000 Penalty: 3904.374023
	Iteration 161Q: 3 clusters Score -1.540916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 148289 members 
Entering Unmasked Estep 
Score: -15409164.000000 Penalty: 3904.374023
	Iteration 162Q: 3 clusters Score -1.540916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -15409175.000000 Penalty: 3904.374023
	Iteration 163Q: 3 clusters Score -1.540918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -15409173.000000 Penalty: 3904.374023
	Iteration 164Q: 3 clusters Score -1.540917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 148303 members 
Entering Unmasked Estep 
Score: -15409173.000000 Penalty: 3904.374023
	Iteration 165Q: 3 clusters Score -1.540917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 148309 members 
Entering Unmasked Estep 
Score: -15409187.000000 Penalty: 3904.374023
	Iteration 166Q: 3 clusters Score -1.540919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -15409167.000000 Penalty: 3904.374023
	Iteration 167Q: 3 clusters Score -1.540917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -15409172.000000 Penalty: 3904.374023
	Iteration 168Q: 3 clusters Score -1.540917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 148321 members 
Entering Unmasked Estep 
Score: -15409172.000000 Penalty: 3904.374023
	Iteration 169Q: 3 clusters Score -1.540917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 148323 members 
Entering Unmasked Estep 
Score: -15409169.000000 Penalty: 3904.374023
	Iteration 170Q: 3 clusters Score -1.540917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -15409165.000000 Penalty: 3904.374023
	Iteration 171Q: 3 clusters Score -1.540916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 148328 members 
Entering Unmasked Estep 
Score: -15409165.000000 Penalty: 3904.374023
	Iteration 172Q: 3 clusters Score -1.540916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 148331 members 
Entering Unmasked Estep 
Score: -15409162.000000 Penalty: 3904.374023
	Iteration 173Q: 3 clusters Score -1.540916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 148332 members 
Entering Unmasked Estep 
Score: -15409164.000000 Penalty: 3904.374023
	Iteration 174Q: 3 clusters Score -1.540916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 148332 members 
Entering Unmasked Estep 
Score: -15409164.000000 Penalty: 3904.374023
	Iteration 175F: 3 clusters Score -1.540916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Entering Unmasked Estep 
Score: -2268632.500000 Penalty: 1647.374512
	Iteration 0F: 2 clusters Score -2268632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2251536.250000 Penalty: 3294.749023
	Iteration 0F: 3 clusters Score -2251536 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2257779.000000 Penalty: 3294.749023
	Iteration 1F: 3 clusters Score -2257779 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2258127.500000 Penalty: 3294.749023
	Iteration 2Q: 3 clusters Score -2258128 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2258510.500000 Penalty: 3294.749023
	Iteration 3Q: 3 clusters Score -2258510 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2259005.750000 Penalty: 3294.749023
	Iteration 4Q: 3 clusters Score -2259006 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2259738.250000 Penalty: 3294.749023
	Iteration 5Q: 3 clusters Score -2259738 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2260691.750000 Penalty: 3294.749023
	Iteration 6Q: 3 clusters Score -2260692 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2261959.750000 Penalty: 3294.749023
	Iteration 7F: 3 clusters Score -2261960 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2263316.250000 Penalty: 3294.749023
	Iteration 8F: 3 clusters Score -2263316 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2264502.000000 Penalty: 3294.749023
	Iteration 9F: 3 clusters Score -2264502 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2265351.250000 Penalty: 3294.749023
	Iteration 10Q: 3 clusters Score -2265351 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2265915.250000 Penalty: 3294.749023
	Iteration 11Q: 3 clusters Score -2265915 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2266323.000000 Penalty: 3294.749023
	Iteration 12Q: 3 clusters Score -2266323 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2266596.000000 Penalty: 3294.749023
	Iteration 13Q: 3 clusters Score -2266596 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2266796.000000 Penalty: 3294.749023
	Iteration 14Q: 3 clusters Score -2266796 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2266930.250000 Penalty: 3294.749023
	Iteration 15Q: 3 clusters Score -2266930 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2267021.500000 Penalty: 3294.749023
	Iteration 16Q: 3 clusters Score -2267022 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2267091.500000 Penalty: 3294.749023
	Iteration 17Q: 3 clusters Score -2267092 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2267134.250000 Penalty: 3294.749023
	Iteration 18Q: 3 clusters Score -2267134 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2267180.750000 Penalty: 3294.749023
	Iteration 19Q: 3 clusters Score -2267181 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2267206.500000 Penalty: 3294.749023
	Iteration 20F: 3 clusters Score -2267206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2267234.500000 Penalty: 3294.749023
	Iteration 21Q: 3 clusters Score -2267234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2267269.750000 Penalty: 3294.749023
	Iteration 22Q: 3 clusters Score -2267270 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2267308.250000 Penalty: 3294.749023
	Iteration 23Q: 3 clusters Score -2267308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2267327.250000 Penalty: 3294.749023
	Iteration 24Q: 3 clusters Score -2267327 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2267342.000000 Penalty: 3294.749023
	Iteration 25Q: 3 clusters Score -2267342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2267358.750000 Penalty: 3294.749023
	Iteration 26Q: 3 clusters Score -2267359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2267371.250000 Penalty: 3294.749023
	Iteration 27Q: 3 clusters Score -2267371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2267380.500000 Penalty: 3294.749023
	Iteration 28Q: 3 clusters Score -2267380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2267389.000000 Penalty: 3294.749023
	Iteration 29Q: 3 clusters Score -2267389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2267391.250000 Penalty: 3294.749023
	Iteration 30Q: 3 clusters Score -2267391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2267393.500000 Penalty: 3294.749023
	Iteration 31Q: 3 clusters Score -2267394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2267402.750000 Penalty: 3294.749023
	Iteration 32Q: 3 clusters Score -2267403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2267410.250000 Penalty: 3294.749023
	Iteration 33Q: 3 clusters Score -2267410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2267415.500000 Penalty: 3294.749023
	Iteration 34Q: 3 clusters Score -2267416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2267418.000000 Penalty: 3294.749023
	Iteration 35Q: 3 clusters Score -2267418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2267424.750000 Penalty: 3294.749023
	Iteration 36Q: 3 clusters Score -2267425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2267432.500000 Penalty: 3294.749023
	Iteration 37Q: 3 clusters Score -2267432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2267437.250000 Penalty: 3294.749023
	Iteration 38Q: 3 clusters Score -2267437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2267444.750000 Penalty: 3294.749023
	Iteration 39Q: 3 clusters Score -2267445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2267449.250000 Penalty: 3294.749023
	Iteration 40F: 3 clusters Score -2267449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2267450.750000 Penalty: 3294.749023
	Iteration 41Q: 3 clusters Score -2267451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2267451.000000 Penalty: 3294.749023
	Iteration 42Q: 3 clusters Score -2267451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2267455.500000 Penalty: 3294.749023
	Iteration 43Q: 3 clusters Score -2267456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2267459.750000 Penalty: 3294.749023
	Iteration 44Q: 3 clusters Score -2267460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2267465.250000 Penalty: 3294.749023
	Iteration 45Q: 3 clusters Score -2267465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2267465.250000 Penalty: 3294.749023
	Iteration 46Q: 3 clusters Score -2267465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2267470.250000 Penalty: 3294.749023
	Iteration 47Q: 3 clusters Score -2267470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2267469.750000 Penalty: 3294.749023
	Iteration 48Q: 3 clusters Score -2267470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2267469.500000 Penalty: 3294.749023
	Iteration 49Q: 3 clusters Score -2267470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2267471.250000 Penalty: 3294.749023
	Iteration 50Q: 3 clusters Score -2267471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2267472.250000 Penalty: 3294.749023
	Iteration 51Q: 3 clusters Score -2267472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2267474.000000 Penalty: 3294.749023
	Iteration 52Q: 3 clusters Score -2267474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2267471.750000 Penalty: 3294.749023
	Iteration 53Q: 3 clusters Score -2267472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2267473.000000 Penalty: 3294.749023
	Iteration 54Q: 3 clusters Score -2267473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2267475.000000 Penalty: 3294.749023
	Iteration 55Q: 3 clusters Score -2267475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2267474.250000 Penalty: 3294.749023
	Iteration 56Q: 3 clusters Score -2267474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2267474.250000 Penalty: 3294.749023
	Iteration 57F: 3 clusters Score -2267474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -403887.281250 Penalty: 1363.639893
	Iteration 0F: 2 clusters Score -403887.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -400236.531250 Penalty: 2727.279785
	Iteration 0F: 3 clusters Score -400236.5 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -401259.656250 Penalty: 2727.279785
	Iteration 1F: 3 clusters Score -401259.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -401416.468750 Penalty: 2727.279785
	Iteration 2F: 3 clusters Score -401416.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -401499.437500 Penalty: 2727.279785
	Iteration 3Q: 3 clusters Score -401499.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -401545.906250 Penalty: 2727.279785
	Iteration 4Q: 3 clusters Score -401545.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -401574.218750 Penalty: 2727.279785
	Iteration 5Q: 3 clusters Score -401574.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -401595.906250 Penalty: 2727.279785
	Iteration 6Q: 3 clusters Score -401595.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -401611.812500 Penalty: 2727.279785
	Iteration 7Q: 3 clusters Score -401611.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -401622.906250 Penalty: 2727.279785
	Iteration 8Q: 3 clusters Score -401622.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -401628.968750 Penalty: 2727.279785
	Iteration 9Q: 3 clusters Score -401629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -401634.562500 Penalty: 2727.279785
	Iteration 10Q: 3 clusters Score -401634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -401638.781250 Penalty: 2727.279785
	Iteration 11Q: 3 clusters Score -401638.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -401642.187500 Penalty: 2727.279785
	Iteration 12Q: 3 clusters Score -401642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -401642.781250 Penalty: 2727.279785
	Iteration 13Q: 3 clusters Score -401642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -401645.812500 Penalty: 2727.279785
	Iteration 14Q: 3 clusters Score -401645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -401648.156250 Penalty: 2727.279785
	Iteration 15Q: 3 clusters Score -401648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -401651.281250 Penalty: 2727.279785
	Iteration 16Q: 3 clusters Score -401651.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -401655.843750 Penalty: 2727.279785
	Iteration 17Q: 3 clusters Score -401655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -401660.750000 Penalty: 2727.279785
	Iteration 18Q: 3 clusters Score -401660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -401665.281250 Penalty: 2727.279785
	Iteration 19Q: 3 clusters Score -401665.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -401671.937500 Penalty: 2727.279785
	Iteration 20F: 3 clusters Score -401671.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -401681.468750 Penalty: 2727.279785
	Iteration 21Q: 3 clusters Score -401681.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -401693.656250 Penalty: 2727.279785
	Iteration 22Q: 3 clusters Score -401693.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -401705.406250 Penalty: 2727.279785
	Iteration 23Q: 3 clusters Score -401705.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -401715.281250 Penalty: 2727.279785
	Iteration 24Q: 3 clusters Score -401715.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -401727.281250 Penalty: 2727.279785
	Iteration 25Q: 3 clusters Score -401727.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -401739.406250 Penalty: 2727.279785
	Iteration 26Q: 3 clusters Score -401739.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -401748.593750 Penalty: 2727.279785
	Iteration 27Q: 3 clusters Score -401748.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -401759.156250 Penalty: 2727.279785
	Iteration 28Q: 3 clusters Score -401759.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -401768.093750 Penalty: 2727.279785
	Iteration 29Q: 3 clusters Score -401768.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -401777.468750 Penalty: 2727.279785
	Iteration 30Q: 3 clusters Score -401777.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -401788.531250 Penalty: 2727.279785
	Iteration 31Q: 3 clusters Score -401788.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -401797.750000 Penalty: 2727.279785
	Iteration 32Q: 3 clusters Score -401797.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -401808.500000 Penalty: 2727.279785
	Iteration 33Q: 3 clusters Score -401808.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -401820.812500 Penalty: 2727.279785
	Iteration 34Q: 3 clusters Score -401820.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -401832.125000 Penalty: 2727.279785
	Iteration 35Q: 3 clusters Score -401832.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -401841.625000 Penalty: 2727.279785
	Iteration 36Q: 3 clusters Score -401841.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -401856.656250 Penalty: 2727.279785
	Iteration 37Q: 3 clusters Score -401856.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -401870.968750 Penalty: 2727.279785
	Iteration 38Q: 3 clusters Score -401871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -401885.468750 Penalty: 2727.279785
	Iteration 39Q: 3 clusters Score -401885.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -401904.625000 Penalty: 2727.279785
	Iteration 40F: 3 clusters Score -401904.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -401921.593750 Penalty: 2727.279785
	Iteration 41Q: 3 clusters Score -401921.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -401942.593750 Penalty: 2727.279785
	Iteration 42Q: 3 clusters Score -401942.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -401965.843750 Penalty: 2727.279785
	Iteration 43Q: 3 clusters Score -401965.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -401993.187500 Penalty: 2727.279785
	Iteration 44Q: 3 clusters Score -401993.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -402024.093750 Penalty: 2727.279785
	Iteration 45Q: 3 clusters Score -402024.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -402059.062500 Penalty: 2727.279785
	Iteration 46Q: 3 clusters Score -402059.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -402104.656250 Penalty: 2727.279785
	Iteration 47Q: 3 clusters Score -402104.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -402145.375000 Penalty: 2727.279785
	Iteration 48Q: 3 clusters Score -402145.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -402193.687500 Penalty: 2727.279785
	Iteration 49Q: 3 clusters Score -402193.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -402238.000000 Penalty: 2727.279785
	Iteration 50Q: 3 clusters Score -402238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -402282.750000 Penalty: 2727.279785
	Iteration 51Q: 3 clusters Score -402282.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -402324.718750 Penalty: 2727.279785
	Iteration 52Q: 3 clusters Score -402324.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -402365.187500 Penalty: 2727.279785
	Iteration 53Q: 3 clusters Score -402365.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -402399.062500 Penalty: 2727.279785
	Iteration 54Q: 3 clusters Score -402399.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -402430.937500 Penalty: 2727.279785
	Iteration 55Q: 3 clusters Score -402430.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -402469.406250 Penalty: 2727.279785
	Iteration 56Q: 3 clusters Score -402469.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -402504.937500 Penalty: 2727.279785
	Iteration 57Q: 3 clusters Score -402504.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -402537.156250 Penalty: 2727.279785
	Iteration 58Q: 3 clusters Score -402537.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -402568.625000 Penalty: 2727.279785
	Iteration 59Q: 3 clusters Score -402568.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -402591.968750 Penalty: 2727.279785
	Iteration 60F: 3 clusters Score -402592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -402608.031250 Penalty: 2727.279785
	Iteration 61Q: 3 clusters Score -402608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -402618.906250 Penalty: 2727.279785
	Iteration 62Q: 3 clusters Score -402618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -402625.968750 Penalty: 2727.279785
	Iteration 63Q: 3 clusters Score -402626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -402632.593750 Penalty: 2727.279785
	Iteration 64Q: 3 clusters Score -402632.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -402647.718750 Penalty: 2727.279785
	Iteration 65Q: 3 clusters Score -402647.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -402662.281250 Penalty: 2727.279785
	Iteration 66Q: 3 clusters Score -402662.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -402674.843750 Penalty: 2727.279785
	Iteration 67Q: 3 clusters Score -402674.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -402691.187500 Penalty: 2727.279785
	Iteration 68Q: 3 clusters Score -402691.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -402703.656250 Penalty: 2727.279785
	Iteration 69Q: 3 clusters Score -402703.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -402713.218750 Penalty: 2727.279785
	Iteration 70Q: 3 clusters Score -402713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -402722.062500 Penalty: 2727.279785
	Iteration 71Q: 3 clusters Score -402722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -402730.625000 Penalty: 2727.279785
	Iteration 72Q: 3 clusters Score -402730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -402735.625000 Penalty: 2727.279785
	Iteration 73Q: 3 clusters Score -402735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -402736.375000 Penalty: 2727.279785
	Iteration 74Q: 3 clusters Score -402736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -402737.531250 Penalty: 2727.279785
	Iteration 75Q: 3 clusters Score -402737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -402737.500000 Penalty: 2727.279785
	Iteration 76Q: 3 clusters Score -402737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -402738.937500 Penalty: 2727.279785
	Iteration 77Q: 3 clusters Score -402738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -402739.406250 Penalty: 2727.279785
	Iteration 78Q: 3 clusters Score -402739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -402739.406250 Penalty: 2727.279785
	Iteration 79F: 3 clusters Score -402739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 404 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 139479 members 
Mstep: Class 6 contains 14138 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 138805 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 160760 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 36618 members 
Mstep: Class 13 contains 12005 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 164960 members 
Mstep: Class 19 contains 25278 members 
Mstep: Class 20 contains 4410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445168.000000 Penalty: 48245.828125
Iteration 79Q: 23 clusters Score -6.644517e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9975 members 
Mstep: Class 3 contains 404 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 138606 members 
Mstep: Class 6 contains 13525 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 8 contains 139750 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 161029 members 
Mstep: Class 11 contains 1122 members 
Mstep: Class 12 contains 36494 members 
Mstep: Class 13 contains 12015 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 4568 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 18 contains 165112 members 
Mstep: Class 19 contains 25547 members 
Mstep: Class 20 contains 4245 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445772.000000 Penalty: 48245.828125
Iteration 80F: 23 clusters Score -6.644577e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 405 members 
Mstep: Class 4 contains 655 members 
Mstep: Class 5 contains 137725 members 
Mstep: Class 6 contains 12936 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 140605 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 161343 members 
Mstep: Class 11 contains 1091 members 
Mstep: Class 12 contains 36364 members 
Mstep: Class 13 contains 12013 members 
Mstep: Class 14 contains 3418 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 663 members 
Mstep: Class 17 contains 2253 members 
Mstep: Class 18 contains 165335 members 
Mstep: Class 19 contains 25831 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446552.000000 Penalty: 48245.828125
Iteration 81Q: 23 clusters Score -6.644655e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9935 members 
Mstep: Class 3 contains 406 members 
Mstep: Class 4 contains 656 members 
Mstep: Class 5 contains 136903 members 
Mstep: Class 6 contains 12431 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 8 contains 141344 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 161675 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 36250 members 
Mstep: Class 13 contains 12000 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 165533 members 
Mstep: Class 19 contains 26066 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447004.000000 Penalty: 48245.828125
Iteration 82Q: 23 clusters Score -6.6447e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9921 members 
Mstep: Class 3 contains 405 members 
Mstep: Class 4 contains 656 members 
Mstep: Class 5 contains 136170 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 8 contains 141985 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 162003 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 36162 members 
Mstep: Class 13 contains 11975 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 165677 members 
Mstep: Class 19 contains 26335 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447596.000000 Penalty: 48245.828125
Iteration 83Q: 23 clusters Score -6.64476e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 658 members 
Mstep: Class 5 contains 135428 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 8 contains 142575 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 162309 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 36066 members 
Mstep: Class 13 contains 11972 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 4492 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 2296 members 
Mstep: Class 18 contains 165882 members 
Mstep: Class 19 contains 26560 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447916.000000 Penalty: 48245.828125
Iteration 84Q: 23 clusters Score -6.644792e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 9887 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 134686 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 1056 members 
Mstep: Class 8 contains 143082 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 162680 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 35971 members 
Mstep: Class 13 contains 11967 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 662 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 166150 members 
Mstep: Class 19 contains 26786 members 
Mstep: Class 20 contains 3502 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448384.000000 Penalty: 48245.828125
Iteration 85Q: 23 clusters Score -6.644838e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9869 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 133972 members 
Mstep: Class 6 contains 10623 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 143544 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 163015 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 35892 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 660 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 166391 members 
Mstep: Class 19 contains 27020 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 274 members 
Mstep: Class 22 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448736.000000 Penalty: 48245.828125
Iteration 86Q: 23 clusters Score -6.644874e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9854 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 658 members 
Mstep: Class 5 contains 133261 members 
Mstep: Class 6 contains 10229 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 143967 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 163372 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 35817 members 
Mstep: Class 13 contains 11946 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 166615 members 
Mstep: Class 19 contains 27241 members 
Mstep: Class 20 contains 3239 members 
Mstep: Class 21 contains 275 members 
Mstep: Class 22 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449000.000000 Penalty: 48245.828125
Iteration 87Q: 23 clusters Score -6.6449e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9843 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 658 members 
Mstep: Class 5 contains 132604 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 144371 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 163691 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 35738 members 
Mstep: Class 13 contains 11962 members 
Mstep: Class 14 contains 3536 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 166787 members 
Mstep: Class 19 contains 27489 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449252.000000 Penalty: 48245.828125
Iteration 88Q: 23 clusters Score -6.644925e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9832 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 131968 members 
Mstep: Class 6 contains 9562 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 144734 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 164019 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 35657 members 
Mstep: Class 13 contains 11974 members 
Mstep: Class 14 contains 3538 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 654 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 166990 members 
Mstep: Class 19 contains 27701 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449512.000000 Penalty: 48245.828125
Iteration 89Q: 23 clusters Score -6.644951e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 131396 members 
Mstep: Class 6 contains 9268 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 145031 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 164390 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 35557 members 
Mstep: Class 13 contains 11981 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 167143 members 
Mstep: Class 19 contains 27914 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449684.000000 Penalty: 48245.828125
Iteration 90Q: 23 clusters Score -6.644968e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 130841 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 145333 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 164694 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 35474 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 167291 members 
Mstep: Class 19 contains 28137 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449980.000000 Penalty: 48245.828125
Iteration 91Q: 23 clusters Score -6.644998e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 130307 members 
Mstep: Class 6 contains 8741 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 145621 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 164937 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 35378 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 167475 members 
Mstep: Class 19 contains 28385 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450256.000000 Penalty: 48245.828125
Iteration 92Q: 23 clusters Score -6.645026e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 129756 members 
Mstep: Class 6 contains 8510 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 145883 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 165155 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 167711 members 
Mstep: Class 19 contains 28639 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450320.000000 Penalty: 48245.828125
Iteration 93Q: 23 clusters Score -6.645032e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 129238 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 146096 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 165395 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 35201 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 654 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 167920 members 
Mstep: Class 19 contains 28865 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450536.000000 Penalty: 48245.828125
Iteration 94Q: 23 clusters Score -6.645054e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 9784 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 128741 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 146312 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 165581 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 35109 members 
Mstep: Class 13 contains 11996 members 
Mstep: Class 14 contains 3604 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 18 contains 168120 members 
Mstep: Class 19 contains 29076 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450592.000000 Penalty: 48245.828125
Iteration 95Q: 23 clusters Score -6.645059e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9779 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 128273 members 
Mstep: Class 6 contains 7921 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 146478 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 165777 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 35024 members 
Mstep: Class 13 contains 12009 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 651 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 168330 members 
Mstep: Class 19 contains 29264 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450548.000000 Penalty: 48245.828125
Iteration 96Q: 23 clusters Score -6.645055e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9772 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 127844 members 
Mstep: Class 6 contains 7766 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 146621 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 165965 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34941 members 
Mstep: Class 13 contains 12009 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 647 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 168512 members 
Mstep: Class 19 contains 29452 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450624.000000 Penalty: 48245.828125
Iteration 97Q: 23 clusters Score -6.645062e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 127470 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 146771 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 166123 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34889 members 
Mstep: Class 13 contains 12007 members 
Mstep: Class 14 contains 3623 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 647 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 18 contains 168615 members 
Mstep: Class 19 contains 29640 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450552.000000 Penalty: 48245.828125
Iteration 98Q: 23 clusters Score -6.645055e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 127102 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 146933 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 166256 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34836 members 
Mstep: Class 13 contains 12011 members 
Mstep: Class 14 contains 3623 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 645 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 168740 members 
Mstep: Class 19 contains 29796 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450800.000000 Penalty: 48245.828125
Iteration 99Q: 23 clusters Score -6.64508e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 126723 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 147068 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 166400 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34783 members 
Mstep: Class 13 contains 12013 members 
Mstep: Class 14 contains 3623 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 645 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 168888 members 
Mstep: Class 19 contains 29953 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450900.000000 Penalty: 48245.828125
Iteration 100F: 23 clusters Score -6.64509e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9750 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 126374 members 
Mstep: Class 6 contains 7188 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 147199 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 166512 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34723 members 
Mstep: Class 13 contains 12018 members 
Mstep: Class 14 contains 3626 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2446 members 
Mstep: Class 18 contains 169042 members 
Mstep: Class 19 contains 30102 members 
Mstep: Class 20 contains 1510 members 
Mstep: Class 21 contains 277 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450828.000000 Penalty: 48245.828125
Iteration 101Q: 23 clusters Score -6.645083e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9746 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 658 members 
Mstep: Class 5 contains 126048 members 
Mstep: Class 6 contains 7072 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147337 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 166614 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34680 members 
Mstep: Class 13 contains 12023 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 4301 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2463 members 
Mstep: Class 18 contains 169184 members 
Mstep: Class 19 contains 30214 members 
Mstep: Class 20 contains 1445 members 
Mstep: Class 21 contains 275 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450924.000000 Penalty: 48245.828125
Iteration 102Q: 23 clusters Score -6.645092e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 125765 members 
Mstep: Class 6 contains 6948 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147467 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 166730 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34631 members 
Mstep: Class 13 contains 12029 members 
Mstep: Class 14 contains 3633 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 169293 members 
Mstep: Class 19 contains 30309 members 
Mstep: Class 20 contains 1384 members 
Mstep: Class 21 contains 274 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2152.571045 but Gain 2192.992188
Score: -66451020.000000 Penalty: 46052.835938
Iteration 103Q: 22 clusters Score -6.645102e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9737 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 125559 members 
Mstep: Class 6 contains 6857 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147599 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 166872 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34597 members 
Mstep: Class 13 contains 12036 members 
Mstep: Class 14 contains 3632 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 169882 members 
Mstep: Class 19 contains 31026 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66452888.000000 Penalty: 46052.835938
Iteration 104Q: 22 clusters Score -6.645289e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9731 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 660 members 
Mstep: Class 5 contains 125328 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147727 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 166934 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34556 members 
Mstep: Class 13 contains 12023 members 
Mstep: Class 14 contains 3634 members 
Mstep: Class 15 contains 4290 members 
Mstep: Class 16 contains 645 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 169846 members 
Mstep: Class 19 contains 31222 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453148.000000 Penalty: 46052.835938
Iteration 105Q: 22 clusters Score -6.645315e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 663 members 
Mstep: Class 5 contains 125081 members 
Mstep: Class 6 contains 6676 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147830 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 166968 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 34506 members 
Mstep: Class 13 contains 12018 members 
Mstep: Class 14 contains 3647 members 
Mstep: Class 15 contains 4288 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 169925 members 
Mstep: Class 19 contains 31355 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453484.000000 Penalty: 46052.835938
Iteration 106Q: 22 clusters Score -6.645348e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 124815 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 147909 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 166995 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 34452 members 
Mstep: Class 13 contains 12022 members 
Mstep: Class 14 contains 3647 members 
Mstep: Class 15 contains 4290 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 170085 members 
Mstep: Class 19 contains 31457 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453724.000000 Penalty: 46052.835938
Iteration 107Q: 22 clusters Score -6.645372e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9720 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 660 members 
Mstep: Class 5 contains 124539 members 
Mstep: Class 6 contains 6470 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 147983 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167041 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34416 members 
Mstep: Class 13 contains 12024 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 4292 members 
Mstep: Class 16 contains 645 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 18 contains 170285 members 
Mstep: Class 19 contains 31492 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453828.000000 Penalty: 46052.835938
Iteration 108Q: 22 clusters Score -6.645383e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 124283 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148038 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167094 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34369 members 
Mstep: Class 13 contains 12030 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 18 contains 170479 members 
Mstep: Class 19 contains 31499 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453756.000000 Penalty: 46052.835938
Iteration 109Q: 22 clusters Score -6.645376e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9716 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 124056 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148073 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167150 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34330 members 
Mstep: Class 13 contains 12031 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 170672 members 
Mstep: Class 19 contains 31478 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453816.000000 Penalty: 46052.835938
Iteration 110Q: 22 clusters Score -6.645382e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 123856 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148082 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167191 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34286 members 
Mstep: Class 13 contains 12037 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 3159 members 
Mstep: Class 18 contains 170833 members 
Mstep: Class 19 contains 31477 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453756.000000 Penalty: 46052.835938
Iteration 111Q: 22 clusters Score -6.645376e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 123665 members 
Mstep: Class 6 contains 6185 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148091 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167243 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34241 members 
Mstep: Class 13 contains 12046 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3269 members 
Mstep: Class 18 contains 170974 members 
Mstep: Class 19 contains 31460 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453816.000000 Penalty: 46052.835938
Iteration 112Q: 22 clusters Score -6.645382e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 123460 members 
Mstep: Class 6 contains 6132 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148101 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167301 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34210 members 
Mstep: Class 13 contains 12054 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 171109 members 
Mstep: Class 19 contains 31445 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453736.000000 Penalty: 46052.835938
Iteration 113Q: 22 clusters Score -6.645374e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 123262 members 
Mstep: Class 6 contains 6086 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148132 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167352 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34177 members 
Mstep: Class 13 contains 12054 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 171233 members 
Mstep: Class 19 contains 31418 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453824.000000 Penalty: 46052.835938
Iteration 114Q: 22 clusters Score -6.645382e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 123096 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148157 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167389 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34152 members 
Mstep: Class 13 contains 12058 members 
Mstep: Class 14 contains 3664 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 171339 members 
Mstep: Class 19 contains 31392 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454008.000000 Penalty: 46052.835938
Iteration 115Q: 22 clusters Score -6.645401e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9716 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122949 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148183 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167419 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34133 members 
Mstep: Class 13 contains 12060 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 18 contains 171412 members 
Mstep: Class 19 contains 31383 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454280.000000 Penalty: 46052.835938
Iteration 116Q: 22 clusters Score -6.645428e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122825 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148220 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167452 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34114 members 
Mstep: Class 13 contains 12061 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 4314 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 171456 members 
Mstep: Class 19 contains 31371 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454292.000000 Penalty: 46052.835938
Iteration 117Q: 22 clusters Score -6.645429e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122716 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148260 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167478 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34089 members 
Mstep: Class 13 contains 12063 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 4020 members 
Mstep: Class 18 contains 171510 members 
Mstep: Class 19 contains 31363 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454228.000000 Penalty: 46052.835938
Iteration 118Q: 22 clusters Score -6.645423e+07 nChanged 506
Entering ConstructFrom: 
Score: -66454228.000000 Penalty: 46052.835938
Entering ConstructFrom: 
Trying to split cluster 1 (6233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Entering Unmasked Estep 
Score: -524203.812500 Penalty: 1419.862061
	Iteration 0F: 2 clusters Score -524203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -519432.656250 Penalty: 2839.724121
	Iteration 0F: 3 clusters Score -519432.7 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -520864.156250 Penalty: 2839.724121
	Iteration 1F: 3 clusters Score -520864.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -521122.156250 Penalty: 2839.724121
	Iteration 2F: 3 clusters Score -521122.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -521377.343750 Penalty: 2839.724121
	Iteration 3F: 3 clusters Score -521377.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -521619.281250 Penalty: 2839.724121
	Iteration 4F: 3 clusters Score -521619.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -521819.656250 Penalty: 2839.724121
	Iteration 5F: 3 clusters Score -521819.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -521982.625000 Penalty: 2839.724121
	Iteration 6Q: 3 clusters Score -521982.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -522113.937500 Penalty: 2839.724121
	Iteration 7Q: 3 clusters Score -522113.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -522212.312500 Penalty: 2839.724121
	Iteration 8Q: 3 clusters Score -522212.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -522286.281250 Penalty: 2839.724121
	Iteration 9Q: 3 clusters Score -522286.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -522348.531250 Penalty: 2839.724121
	Iteration 10Q: 3 clusters Score -522348.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -522405.312500 Penalty: 2839.724121
	Iteration 11Q: 3 clusters Score -522405.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -522455.625000 Penalty: 2839.724121
	Iteration 12Q: 3 clusters Score -522455.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -522501.562500 Penalty: 2839.724121
	Iteration 13Q: 3 clusters Score -522501.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -522528.406250 Penalty: 2839.724121
	Iteration 14Q: 3 clusters Score -522528.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -522549.062500 Penalty: 2839.724121
	Iteration 15Q: 3 clusters Score -522549.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -522568.312500 Penalty: 2839.724121
	Iteration 16Q: 3 clusters Score -522568.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -522587.781250 Penalty: 2839.724121
	Iteration 17Q: 3 clusters Score -522587.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -522602.593750 Penalty: 2839.724121
	Iteration 18Q: 3 clusters Score -522602.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -522620.656250 Penalty: 2839.724121
	Iteration 19Q: 3 clusters Score -522620.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -522638.656250 Penalty: 2839.724121
	Iteration 20F: 3 clusters Score -522638.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -522648.750000 Penalty: 2839.724121
	Iteration 21Q: 3 clusters Score -522648.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -522658.468750 Penalty: 2839.724121
	Iteration 22Q: 3 clusters Score -522658.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -522664.687500 Penalty: 2839.724121
	Iteration 23Q: 3 clusters Score -522664.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -522673.875000 Penalty: 2839.724121
	Iteration 24Q: 3 clusters Score -522673.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -522679.437500 Penalty: 2839.724121
	Iteration 25Q: 3 clusters Score -522679.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -522687.062500 Penalty: 2839.724121
	Iteration 26Q: 3 clusters Score -522687.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -522692.000000 Penalty: 2839.724121
	Iteration 27Q: 3 clusters Score -522692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -522697.781250 Penalty: 2839.724121
	Iteration 28Q: 3 clusters Score -522697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -522703.906250 Penalty: 2839.724121
	Iteration 29Q: 3 clusters Score -522703.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -522707.562500 Penalty: 2839.724121
	Iteration 30Q: 3 clusters Score -522707.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -522713.406250 Penalty: 2839.724121
	Iteration 31Q: 3 clusters Score -522713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -522716.812500 Penalty: 2839.724121
	Iteration 32Q: 3 clusters Score -522716.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -522719.875000 Penalty: 2839.724121
	Iteration 33Q: 3 clusters Score -522719.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -522727.375000 Penalty: 2839.724121
	Iteration 34Q: 3 clusters Score -522727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -522729.500000 Penalty: 2839.724121
	Iteration 35Q: 3 clusters Score -522729.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -522733.156250 Penalty: 2839.724121
	Iteration 36Q: 3 clusters Score -522733.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -522735.593750 Penalty: 2839.724121
	Iteration 37Q: 3 clusters Score -522735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -522735.625000 Penalty: 2839.724121
	Iteration 38Q: 3 clusters Score -522735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -522735.750000 Penalty: 2839.724121
	Iteration 39Q: 3 clusters Score -522735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -522737.656250 Penalty: 2839.724121
	Iteration 40F: 3 clusters Score -522737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -522737.875000 Penalty: 2839.724121
	Iteration 41Q: 3 clusters Score -522737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -522740.281250 Penalty: 2839.724121
	Iteration 42Q: 3 clusters Score -522740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -522739.781250 Penalty: 2839.724121
	Iteration 43Q: 3 clusters Score -522739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -522740.437500 Penalty: 2839.724121
	Iteration 44Q: 3 clusters Score -522740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -522740.375000 Penalty: 2839.724121
	Iteration 45Q: 3 clusters Score -522740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -522740.468750 Penalty: 2839.724121
	Iteration 46Q: 3 clusters Score -522740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -522741.062500 Penalty: 2839.724121
	Iteration 47Q: 3 clusters Score -522741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -522742.031250 Penalty: 2839.724121
	Iteration 48Q: 3 clusters Score -522742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -522741.500000 Penalty: 2839.724121
	Iteration 49Q: 3 clusters Score -522741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -522742.687500 Penalty: 2839.724121
	Iteration 50Q: 3 clusters Score -522742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -522741.843750 Penalty: 2839.724121
	Iteration 51Q: 3 clusters Score -522741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -522742.500000 Penalty: 2839.724121
	Iteration 52Q: 3 clusters Score -522742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -522742.500000 Penalty: 2839.724121
	Iteration 53F: 3 clusters Score -522742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Entering Unmasked Estep 
Score: -906815.562500 Penalty: 1491.981689
	Iteration 0F: 2 clusters Score -906815.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -899796.187500 Penalty: 2983.963379
	Iteration 0F: 3 clusters Score -899796.2 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -901986.937500 Penalty: 2983.963379
	Iteration 1F: 3 clusters Score -901986.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -902184.875000 Penalty: 2983.963379
	Iteration 2F: 3 clusters Score -902184.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -902351.937500 Penalty: 2983.963379
	Iteration 3Q: 3 clusters Score -902351.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -902493.937500 Penalty: 2983.963379
	Iteration 4Q: 3 clusters Score -902493.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -902662.812500 Penalty: 2983.963379
	Iteration 5Q: 3 clusters Score -902662.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -902850.000000 Penalty: 2983.963379
	Iteration 6Q: 3 clusters Score -902850 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -903106.062500 Penalty: 2983.963379
	Iteration 7Q: 3 clusters Score -903106.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -903459.687500 Penalty: 2983.963379
	Iteration 8Q: 3 clusters Score -903459.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -903911.000000 Penalty: 2983.963379
	Iteration 9F: 3 clusters Score -903911 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -904366.250000 Penalty: 2983.963379
	Iteration 10F: 3 clusters Score -904366.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -904757.875000 Penalty: 2983.963379
	Iteration 11Q: 3 clusters Score -904757.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -905060.812500 Penalty: 2983.963379
	Iteration 12Q: 3 clusters Score -905060.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -905233.562500 Penalty: 2983.963379
	Iteration 13Q: 3 clusters Score -905233.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -905354.625000 Penalty: 2983.963379
	Iteration 14Q: 3 clusters Score -905354.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -905434.375000 Penalty: 2983.963379
	Iteration 15Q: 3 clusters Score -905434.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -905500.687500 Penalty: 2983.963379
	Iteration 16Q: 3 clusters Score -905500.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -905545.000000 Penalty: 2983.963379
	Iteration 17Q: 3 clusters Score -905545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -905571.312500 Penalty: 2983.963379
	Iteration 18Q: 3 clusters Score -905571.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -905586.812500 Penalty: 2983.963379
	Iteration 19Q: 3 clusters Score -905586.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -905597.250000 Penalty: 2983.963379
	Iteration 20F: 3 clusters Score -905597.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -905607.875000 Penalty: 2983.963379
	Iteration 21Q: 3 clusters Score -905607.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -905614.937500 Penalty: 2983.963379
	Iteration 22Q: 3 clusters Score -905614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -905620.812500 Penalty: 2983.963379
	Iteration 23Q: 3 clusters Score -905620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -905630.250000 Penalty: 2983.963379
	Iteration 24Q: 3 clusters Score -905630.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -905636.187500 Penalty: 2983.963379
	Iteration 25Q: 3 clusters Score -905636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -905644.687500 Penalty: 2983.963379
	Iteration 26Q: 3 clusters Score -905644.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -905653.625000 Penalty: 2983.963379
	Iteration 27Q: 3 clusters Score -905653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -905655.937500 Penalty: 2983.963379
	Iteration 28Q: 3 clusters Score -905655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -905659.062500 Penalty: 2983.963379
	Iteration 29Q: 3 clusters Score -905659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -905661.437500 Penalty: 2983.963379
	Iteration 30Q: 3 clusters Score -905661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -905666.437500 Penalty: 2983.963379
	Iteration 31Q: 3 clusters Score -905666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -905670.125000 Penalty: 2983.963379
	Iteration 32Q: 3 clusters Score -905670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -905672.187500 Penalty: 2983.963379
	Iteration 33Q: 3 clusters Score -905672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -905674.312500 Penalty: 2983.963379
	Iteration 34Q: 3 clusters Score -905674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -905675.687500 Penalty: 2983.963379
	Iteration 35Q: 3 clusters Score -905675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -905676.312500 Penalty: 2983.963379
	Iteration 36Q: 3 clusters Score -905676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -905677.062500 Penalty: 2983.963379
	Iteration 37Q: 3 clusters Score -905677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -905677.375000 Penalty: 2983.963379
	Iteration 38Q: 3 clusters Score -905677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -905677.375000 Penalty: 2983.963379
	Iteration 39F: 3 clusters Score -905677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -31064.263672 Penalty: 977.625549
	Iteration 0F: 2 clusters Score -31064.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30147.300781 Penalty: 1955.251099
	Iteration 0F: 3 clusters Score -30147.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30316.794922 Penalty: 1955.251099
	Iteration 1F: 3 clusters Score -30316.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30354.722656 Penalty: 1955.251099
	Iteration 2F: 3 clusters Score -30354.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30385.509766 Penalty: 1955.251099
	Iteration 3Q: 3 clusters Score -30385.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30391.337891 Penalty: 1955.251099
	Iteration 4Q: 3 clusters Score -30391.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30392.404297 Penalty: 1955.251099
	Iteration 5Q: 3 clusters Score -30392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30397.791016 Penalty: 1955.251099
	Iteration 6Q: 3 clusters Score -30397.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30401.267578 Penalty: 1955.251099
	Iteration 7Q: 3 clusters Score -30401.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30401.513672 Penalty: 1955.251099
	Iteration 8Q: 3 clusters Score -30401.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30401.513672 Penalty: 1955.251099
	Iteration 9F: 3 clusters Score -30401.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -44982.199219 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -44982.2 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 320 members 
Entering Unmasked Estep 
Score: -43851.941406 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -43851.94 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44181.070312 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -44181.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44402.714844 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -44402.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -44558.972656 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -44558.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44613.464844 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -44613.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44637.566406 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -44637.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44662.578125 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -44662.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44684.453125 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -44684.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44706.093750 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -44706.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44734.667969 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -44734.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44755.636719 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -44755.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44782.687500 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -44782.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44793.156250 Penalty: 2110.469971
	Iteration 12Q: 3 clusters Score -44793.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44793.156250 Penalty: 2110.469971
	Iteration 13F: 3 clusters Score -44793.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122625 members 
Entering Unmasked Estep 
Score: -11530211.000000 Penalty: 1903.994019
	Iteration 0F: 2 clusters Score -1.153021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -11448785.000000 Penalty: 3807.988037
	Iteration 0F: 3 clusters Score -1.144878e+07 nChanged 58976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -11482435.000000 Penalty: 3807.988037
	Iteration 1F: 3 clusters Score -1.148244e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -11483272.000000 Penalty: 3807.988037
	Iteration 2Q: 3 clusters Score -1.148327e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -11484271.000000 Penalty: 3807.988037
	Iteration 3Q: 3 clusters Score -1.148427e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -11485561.000000 Penalty: 3807.988037
	Iteration 4Q: 3 clusters Score -1.148556e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -11487393.000000 Penalty: 3807.988037
	Iteration 5Q: 3 clusters Score -1.148739e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -11490106.000000 Penalty: 3807.988037
	Iteration 6Q: 3 clusters Score -1.149011e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -11493765.000000 Penalty: 3807.988037
	Iteration 7F: 3 clusters Score -1.149376e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -11499072.000000 Penalty: 3807.988037
	Iteration 8F: 3 clusters Score -1.149907e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -11505508.000000 Penalty: 3807.988037
	Iteration 9F: 3 clusters Score -1.150551e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -11512290.000000 Penalty: 3807.988037
	Iteration 10F: 3 clusters Score -1.151229e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -11517366.000000 Penalty: 3807.988037
	Iteration 11Q: 3 clusters Score -1.151737e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -11520233.000000 Penalty: 3807.988037
	Iteration 12Q: 3 clusters Score -1.152023e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -11521642.000000 Penalty: 3807.988037
	Iteration 13Q: 3 clusters Score -1.152164e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -11522410.000000 Penalty: 3807.988037
	Iteration 14Q: 3 clusters Score -1.152241e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -11522974.000000 Penalty: 3807.988037
	Iteration 15Q: 3 clusters Score -1.152297e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 97969 members 
Entering Unmasked Estep 
Score: -11523334.000000 Penalty: 3807.988037
	Iteration 16Q: 3 clusters Score -1.152333e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -11523538.000000 Penalty: 3807.988037
	Iteration 17Q: 3 clusters Score -1.152354e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -11523727.000000 Penalty: 3807.988037
	Iteration 18Q: 3 clusters Score -1.152373e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -11523900.000000 Penalty: 3807.988037
	Iteration 19Q: 3 clusters Score -1.15239e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -11523987.000000 Penalty: 3807.988037
	Iteration 20F: 3 clusters Score -1.152399e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -11524067.000000 Penalty: 3807.988037
	Iteration 21Q: 3 clusters Score -1.152407e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -11524112.000000 Penalty: 3807.988037
	Iteration 22Q: 3 clusters Score -1.152411e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -11524269.000000 Penalty: 3807.988037
	Iteration 23Q: 3 clusters Score -1.152427e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -11524372.000000 Penalty: 3807.988037
	Iteration 24Q: 3 clusters Score -1.152437e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -11524445.000000 Penalty: 3807.988037
	Iteration 25Q: 3 clusters Score -1.152444e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -11524486.000000 Penalty: 3807.988037
	Iteration 26Q: 3 clusters Score -1.152449e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -11524541.000000 Penalty: 3807.988037
	Iteration 27Q: 3 clusters Score -1.152454e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -11524636.000000 Penalty: 3807.988037
	Iteration 28Q: 3 clusters Score -1.152464e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 94086 members 
Entering Unmasked Estep 
Score: -11524709.000000 Penalty: 3807.988037
	Iteration 29Q: 3 clusters Score -1.152471e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -11524792.000000 Penalty: 3807.988037
	Iteration 30Q: 3 clusters Score -1.152479e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -11524865.000000 Penalty: 3807.988037
	Iteration 31Q: 3 clusters Score -1.152486e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 92453 members 
Entering Unmasked Estep 
Score: -11525015.000000 Penalty: 3807.988037
	Iteration 32Q: 3 clusters Score -1.152502e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -11525074.000000 Penalty: 3807.988037
	Iteration 33Q: 3 clusters Score -1.152507e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -11525200.000000 Penalty: 3807.988037
	Iteration 34Q: 3 clusters Score -1.15252e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -11525320.000000 Penalty: 3807.988037
	Iteration 35Q: 3 clusters Score -1.152532e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -11525420.000000 Penalty: 3807.988037
	Iteration 36Q: 3 clusters Score -1.152542e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -11525573.000000 Penalty: 3807.988037
	Iteration 37Q: 3 clusters Score -1.152557e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -11525615.000000 Penalty: 3807.988037
	Iteration 38Q: 3 clusters Score -1.152562e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -11525716.000000 Penalty: 3807.988037
	Iteration 39Q: 3 clusters Score -1.152572e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -11525833.000000 Penalty: 3807.988037
	Iteration 40F: 3 clusters Score -1.152583e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -11525961.000000 Penalty: 3807.988037
	Iteration 41Q: 3 clusters Score -1.152596e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -11526013.000000 Penalty: 3807.988037
	Iteration 42Q: 3 clusters Score -1.152601e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -11526114.000000 Penalty: 3807.988037
	Iteration 43Q: 3 clusters Score -1.152611e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -11526223.000000 Penalty: 3807.988037
	Iteration 44Q: 3 clusters Score -1.152622e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -11526238.000000 Penalty: 3807.988037
	Iteration 45Q: 3 clusters Score -1.152624e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -11526280.000000 Penalty: 3807.988037
	Iteration 46Q: 3 clusters Score -1.152628e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -11526337.000000 Penalty: 3807.988037
	Iteration 47Q: 3 clusters Score -1.152634e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -11526405.000000 Penalty: 3807.988037
	Iteration 48Q: 3 clusters Score -1.15264e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -11526433.000000 Penalty: 3807.988037
	Iteration 49Q: 3 clusters Score -1.152643e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -11526461.000000 Penalty: 3807.988037
	Iteration 50Q: 3 clusters Score -1.152646e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -11526470.000000 Penalty: 3807.988037
	Iteration 51Q: 3 clusters Score -1.152647e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -11526493.000000 Penalty: 3807.988037
	Iteration 52Q: 3 clusters Score -1.152649e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -11526501.000000 Penalty: 3807.988037
	Iteration 53Q: 3 clusters Score -1.15265e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -11526529.000000 Penalty: 3807.988037
	Iteration 54Q: 3 clusters Score -1.152653e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -11526560.000000 Penalty: 3807.988037
	Iteration 55Q: 3 clusters Score -1.152656e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -11526586.000000 Penalty: 3807.988037
	Iteration 56Q: 3 clusters Score -1.152659e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -11526573.000000 Penalty: 3807.988037
	Iteration 57Q: 3 clusters Score -1.152657e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -11526606.000000 Penalty: 3807.988037
	Iteration 58Q: 3 clusters Score -1.152661e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -11526630.000000 Penalty: 3807.988037
	Iteration 59Q: 3 clusters Score -1.152663e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -11526625.000000 Penalty: 3807.988037
	Iteration 60F: 3 clusters Score -1.152662e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -11526634.000000 Penalty: 3807.988037
	Iteration 61Q: 3 clusters Score -1.152663e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -11526660.000000 Penalty: 3807.988037
	Iteration 62Q: 3 clusters Score -1.152666e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -11526669.000000 Penalty: 3807.988037
	Iteration 63Q: 3 clusters Score -1.152667e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -11526675.000000 Penalty: 3807.988037
	Iteration 64Q: 3 clusters Score -1.152668e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -11526690.000000 Penalty: 3807.988037
	Iteration 65Q: 3 clusters Score -1.152669e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -11526694.000000 Penalty: 3807.988037
	Iteration 66Q: 3 clusters Score -1.152669e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -11526704.000000 Penalty: 3807.988037
	Iteration 67Q: 3 clusters Score -1.15267e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -11526705.000000 Penalty: 3807.988037
	Iteration 68Q: 3 clusters Score -1.15267e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -11526707.000000 Penalty: 3807.988037
	Iteration 69Q: 3 clusters Score -1.152671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -11526709.000000 Penalty: 3807.988037
	Iteration 70Q: 3 clusters Score -1.152671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -11526708.000000 Penalty: 3807.988037
	Iteration 71Q: 3 clusters Score -1.152671e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -11526695.000000 Penalty: 3807.988037
	Iteration 72Q: 3 clusters Score -1.15267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -11526701.000000 Penalty: 3807.988037
	Iteration 73Q: 3 clusters Score -1.15267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -11526697.000000 Penalty: 3807.988037
	Iteration 74Q: 3 clusters Score -1.15267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -11526697.000000 Penalty: 3807.988037
	Iteration 75Q: 3 clusters Score -1.15267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -11526692.000000 Penalty: 3807.988037
	Iteration 76Q: 3 clusters Score -1.152669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -11526685.000000 Penalty: 3807.988037
	Iteration 77Q: 3 clusters Score -1.152668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -11526702.000000 Penalty: 3807.988037
	Iteration 78Q: 3 clusters Score -1.15267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -11526704.000000 Penalty: 3807.988037
	Iteration 79Q: 3 clusters Score -1.15267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -11526701.000000 Penalty: 3807.988037
	Iteration 80F: 3 clusters Score -1.15267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -11526697.000000 Penalty: 3807.988037
	Iteration 81Q: 3 clusters Score -1.15267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -11526695.000000 Penalty: 3807.988037
	Iteration 82Q: 3 clusters Score -1.15267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -11526695.000000 Penalty: 3807.988037
	Iteration 83Q: 3 clusters Score -1.15267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -11526694.000000 Penalty: 3807.988037
	Iteration 84Q: 3 clusters Score -1.152669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -11526694.000000 Penalty: 3807.988037
	Iteration 85F: 3 clusters Score -1.152669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -579475.000000 Penalty: 1410.305298
	Iteration 0F: 2 clusters Score -579475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -574851.500000 Penalty: 2820.610596
	Iteration 0F: 3 clusters Score -574851.5 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -576157.500000 Penalty: 2820.610596
	Iteration 1F: 3 clusters Score -576157.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -576332.687500 Penalty: 2820.610596
	Iteration 2F: 3 clusters Score -576332.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -576460.375000 Penalty: 2820.610596
	Iteration 3Q: 3 clusters Score -576460.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -576554.875000 Penalty: 2820.610596
	Iteration 4Q: 3 clusters Score -576554.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -576607.000000 Penalty: 2820.610596
	Iteration 5Q: 3 clusters Score -576607 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -576638.687500 Penalty: 2820.610596
	Iteration 6Q: 3 clusters Score -576638.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -576662.125000 Penalty: 2820.610596
	Iteration 7Q: 3 clusters Score -576662.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -576680.562500 Penalty: 2820.610596
	Iteration 8Q: 3 clusters Score -576680.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -576702.375000 Penalty: 2820.610596
	Iteration 9Q: 3 clusters Score -576702.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -576724.187500 Penalty: 2820.610596
	Iteration 10Q: 3 clusters Score -576724.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -576745.500000 Penalty: 2820.610596
	Iteration 11Q: 3 clusters Score -576745.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -576763.875000 Penalty: 2820.610596
	Iteration 12Q: 3 clusters Score -576763.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -576786.750000 Penalty: 2820.610596
	Iteration 13Q: 3 clusters Score -576786.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -576814.125000 Penalty: 2820.610596
	Iteration 14Q: 3 clusters Score -576814.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -576843.187500 Penalty: 2820.610596
	Iteration 15Q: 3 clusters Score -576843.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -576878.437500 Penalty: 2820.610596
	Iteration 16Q: 3 clusters Score -576878.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -576928.187500 Penalty: 2820.610596
	Iteration 17Q: 3 clusters Score -576928.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -576985.937500 Penalty: 2820.610596
	Iteration 18Q: 3 clusters Score -576985.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -577072.000000 Penalty: 2820.610596
	Iteration 19Q: 3 clusters Score -577072 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -577172.562500 Penalty: 2820.610596
	Iteration 20F: 3 clusters Score -577172.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -577279.187500 Penalty: 2820.610596
	Iteration 21Q: 3 clusters Score -577279.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -577361.250000 Penalty: 2820.610596
	Iteration 22Q: 3 clusters Score -577361.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -577459.312500 Penalty: 2820.610596
	Iteration 23Q: 3 clusters Score -577459.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -577565.125000 Penalty: 2820.610596
	Iteration 24Q: 3 clusters Score -577565.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -577666.500000 Penalty: 2820.610596
	Iteration 25Q: 3 clusters Score -577666.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -577747.500000 Penalty: 2820.610596
	Iteration 26Q: 3 clusters Score -577747.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -577831.937500 Penalty: 2820.610596
	Iteration 27Q: 3 clusters Score -577831.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -577903.000000 Penalty: 2820.610596
	Iteration 28Q: 3 clusters Score -577903 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -577959.625000 Penalty: 2820.610596
	Iteration 29Q: 3 clusters Score -577959.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -578009.937500 Penalty: 2820.610596
	Iteration 30Q: 3 clusters Score -578009.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -578054.687500 Penalty: 2820.610596
	Iteration 31Q: 3 clusters Score -578054.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -578094.312500 Penalty: 2820.610596
	Iteration 32Q: 3 clusters Score -578094.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -578124.062500 Penalty: 2820.610596
	Iteration 33Q: 3 clusters Score -578124.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -578147.062500 Penalty: 2820.610596
	Iteration 34Q: 3 clusters Score -578147.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -578161.875000 Penalty: 2820.610596
	Iteration 35Q: 3 clusters Score -578161.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -578177.437500 Penalty: 2820.610596
	Iteration 36Q: 3 clusters Score -578177.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -578188.125000 Penalty: 2820.610596
	Iteration 37Q: 3 clusters Score -578188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -578193.375000 Penalty: 2820.610596
	Iteration 38Q: 3 clusters Score -578193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -578199.437500 Penalty: 2820.610596
	Iteration 39Q: 3 clusters Score -578199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -578204.000000 Penalty: 2820.610596
	Iteration 40F: 3 clusters Score -578204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -578206.562500 Penalty: 2820.610596
	Iteration 41Q: 3 clusters Score -578206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -578207.812500 Penalty: 2820.610596
	Iteration 42Q: 3 clusters Score -578207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -578209.062500 Penalty: 2820.610596
	Iteration 43Q: 3 clusters Score -578209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -578209.625000 Penalty: 2820.610596
	Iteration 44Q: 3 clusters Score -578209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -578210.125000 Penalty: 2820.610596
	Iteration 45Q: 3 clusters Score -578210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -578210.687500 Penalty: 2820.610596
	Iteration 46Q: 3 clusters Score -578210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -578214.437500 Penalty: 2820.610596
	Iteration 47Q: 3 clusters Score -578214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -578218.187500 Penalty: 2820.610596
	Iteration 48Q: 3 clusters Score -578218.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -578232.687500 Penalty: 2820.610596
	Iteration 49Q: 3 clusters Score -578232.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -578236.875000 Penalty: 2820.610596
	Iteration 50Q: 3 clusters Score -578236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -578240.437500 Penalty: 2820.610596
	Iteration 51Q: 3 clusters Score -578240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -578245.312500 Penalty: 2820.610596
	Iteration 52Q: 3 clusters Score -578245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -578250.562500 Penalty: 2820.610596
	Iteration 53Q: 3 clusters Score -578250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -578250.562500 Penalty: 2820.610596
	Iteration 54F: 3 clusters Score -578250.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -86396.835938 Penalty: 1129.507446
	Iteration 0F: 2 clusters Score -86396.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85050.367188 Penalty: 2259.014893
	Iteration 0F: 3 clusters Score -85050.37 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85473.648438 Penalty: 2259.014893
	Iteration 1F: 3 clusters Score -85473.65 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85670.078125 Penalty: 2259.014893
	Iteration 2F: 3 clusters Score -85670.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85772.953125 Penalty: 2259.014893
	Iteration 3F: 3 clusters Score -85772.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85839.976562 Penalty: 2259.014893
	Iteration 4Q: 3 clusters Score -85839.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85925.617188 Penalty: 2259.014893
	Iteration 5Q: 3 clusters Score -85925.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85975.906250 Penalty: 2259.014893
	Iteration 6Q: 3 clusters Score -85975.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85995.375000 Penalty: 2259.014893
	Iteration 7Q: 3 clusters Score -85995.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86005.062500 Penalty: 2259.014893
	Iteration 8Q: 3 clusters Score -86005.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86012.031250 Penalty: 2259.014893
	Iteration 9Q: 3 clusters Score -86012.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86014.062500 Penalty: 2259.014893
	Iteration 10Q: 3 clusters Score -86014.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86018.164062 Penalty: 2259.014893
	Iteration 11Q: 3 clusters Score -86018.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86020.750000 Penalty: 2259.014893
	Iteration 12Q: 3 clusters Score -86020.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86027.898438 Penalty: 2259.014893
	Iteration 13Q: 3 clusters Score -86027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86030.507812 Penalty: 2259.014893
	Iteration 14Q: 3 clusters Score -86030.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86031.429688 Penalty: 2259.014893
	Iteration 15Q: 3 clusters Score -86031.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86031.742188 Penalty: 2259.014893
	Iteration 16Q: 3 clusters Score -86031.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86031.742188 Penalty: 2259.014893
	Iteration 17F: 3 clusters Score -86031.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (148284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148284 members 
Entering Unmasked Estep 
Score: -13902361.000000 Penalty: 1934.868652
	Iteration 0F: 2 clusters Score -1.390236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -13802764.000000 Penalty: 3869.737305
	Iteration 0F: 3 clusters Score -1.380276e+07 nChanged 71760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -13846020.000000 Penalty: 3869.737305
	Iteration 1F: 3 clusters Score -1.384602e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -13848028.000000 Penalty: 3869.737305
	Iteration 2Q: 3 clusters Score -1.384803e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -13850939.000000 Penalty: 3869.737305
	Iteration 3Q: 3 clusters Score -1.385094e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -13854566.000000 Penalty: 3869.737305
	Iteration 4Q: 3 clusters Score -1.385457e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -13859108.000000 Penalty: 3869.737305
	Iteration 5F: 3 clusters Score -1.385911e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -13864774.000000 Penalty: 3869.737305
	Iteration 6F: 3 clusters Score -1.386477e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -13870627.000000 Penalty: 3869.737305
	Iteration 7F: 3 clusters Score -1.387063e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -13875869.000000 Penalty: 3869.737305
	Iteration 8F: 3 clusters Score -1.387587e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -13879883.000000 Penalty: 3869.737305
	Iteration 9Q: 3 clusters Score -1.387988e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114677 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -13882946.000000 Penalty: 3869.737305
	Iteration 10Q: 3 clusters Score -1.388295e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -13885206.000000 Penalty: 3869.737305
	Iteration 11Q: 3 clusters Score -1.388521e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120955 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -13886884.000000 Penalty: 3869.737305
	Iteration 12Q: 3 clusters Score -1.388688e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -13888312.000000 Penalty: 3869.737305
	Iteration 13Q: 3 clusters Score -1.388831e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126883 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -13889711.000000 Penalty: 3869.737305
	Iteration 14Q: 3 clusters Score -1.388971e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129714 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -13890905.000000 Penalty: 3869.737305
	Iteration 15Q: 3 clusters Score -1.38909e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132499 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -13892197.000000 Penalty: 3869.737305
	Iteration 16Q: 3 clusters Score -1.38922e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -13893531.000000 Penalty: 3869.737305
	Iteration 17Q: 3 clusters Score -1.389353e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137741 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -13894962.000000 Penalty: 3869.737305
	Iteration 18Q: 3 clusters Score -1.389496e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139994 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -13896135.000000 Penalty: 3869.737305
	Iteration 19Q: 3 clusters Score -1.389614e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141941 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -13897196.000000 Penalty: 3869.737305
	Iteration 20F: 3 clusters Score -1.38972e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -13898143.000000 Penalty: 3869.737305
	Iteration 21Q: 3 clusters Score -1.389814e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144721 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -13898827.000000 Penalty: 3869.737305
	Iteration 22Q: 3 clusters Score -1.389883e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145615 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -13899342.000000 Penalty: 3869.737305
	Iteration 23Q: 3 clusters Score -1.389934e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146258 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -13899738.000000 Penalty: 3869.737305
	Iteration 24Q: 3 clusters Score -1.389974e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146704 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13900034.000000 Penalty: 3869.737305
	Iteration 25Q: 3 clusters Score -1.390003e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147033 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -13900211.000000 Penalty: 3869.737305
	Iteration 26Q: 3 clusters Score -1.390021e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13900350.000000 Penalty: 3869.737305
	Iteration 27Q: 3 clusters Score -1.390035e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147399 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13900431.000000 Penalty: 3869.737305
	Iteration 28Q: 3 clusters Score -1.390043e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147504 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13900472.000000 Penalty: 3869.737305
	Iteration 29Q: 3 clusters Score -1.390047e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147587 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -13900540.000000 Penalty: 3869.737305
	Iteration 30Q: 3 clusters Score -1.390054e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147645 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13900584.000000 Penalty: 3869.737305
	Iteration 31Q: 3 clusters Score -1.390058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13900618.000000 Penalty: 3869.737305
	Iteration 32Q: 3 clusters Score -1.390062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147720 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13900648.000000 Penalty: 3869.737305
	Iteration 33Q: 3 clusters Score -1.390065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147745 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13900665.000000 Penalty: 3869.737305
	Iteration 34Q: 3 clusters Score -1.390066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13900675.000000 Penalty: 3869.737305
	Iteration 35Q: 3 clusters Score -1.390068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13900699.000000 Penalty: 3869.737305
	Iteration 36Q: 3 clusters Score -1.39007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147794 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13900690.000000 Penalty: 3869.737305
	Iteration 37Q: 3 clusters Score -1.390069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -13900705.000000 Penalty: 3869.737305
	Iteration 38Q: 3 clusters Score -1.39007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147812 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13900719.000000 Penalty: 3869.737305
	Iteration 39Q: 3 clusters Score -1.390072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -13900725.000000 Penalty: 3869.737305
	Iteration 40F: 3 clusters Score -1.390072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147826 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -13900733.000000 Penalty: 3869.737305
	Iteration 41Q: 3 clusters Score -1.390073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13900741.000000 Penalty: 3869.737305
	Iteration 42Q: 3 clusters Score -1.390074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13900729.000000 Penalty: 3869.737305
	Iteration 43Q: 3 clusters Score -1.390073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13900729.000000 Penalty: 3869.737305
	Iteration 44F: 3 clusters Score -1.390073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -16270.172852 Penalty: 923.028015
	Iteration 0F: 2 clusters Score -16270.17 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 132 members 
Entering Unmasked Estep 
Score: -15563.158203 Penalty: 1846.056030
	Iteration 0F: 3 clusters Score -15563.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15805.992188 Penalty: 1846.056030
	Iteration 1F: 3 clusters Score -15805.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15878.183594 Penalty: 1846.056030
	Iteration 2F: 3 clusters Score -15878.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15926.742188 Penalty: 1846.056030
	Iteration 3Q: 3 clusters Score -15926.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15938.218750 Penalty: 1846.056030
	Iteration 4Q: 3 clusters Score -15938.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15940.417969 Penalty: 1846.056030
	Iteration 5Q: 3 clusters Score -15940.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15940.417969 Penalty: 1846.056030
	Iteration 6F: 3 clusters Score -15940.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (167495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167495 members 
Entering Unmasked Estep 
Score: -15711784.000000 Penalty: 1954.665161
	Iteration 0F: 2 clusters Score -1.571178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -15600243.000000 Penalty: 3909.330322
	Iteration 0F: 3 clusters Score -1.560024e+07 nChanged 81050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -15649077.000000 Penalty: 3909.330322
	Iteration 1F: 3 clusters Score -1.564908e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -15650817.000000 Penalty: 3909.330322
	Iteration 2Q: 3 clusters Score -1.565082e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 99589 members 
Entering Unmasked Estep 
Score: -15653840.000000 Penalty: 3909.330322
	Iteration 3Q: 3 clusters Score -1.565384e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -15658897.000000 Penalty: 3909.330322
	Iteration 4F: 3 clusters Score -1.56589e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 120138 members 
Entering Unmasked Estep 
Score: -15667494.000000 Penalty: 3909.330322
	Iteration 5F: 3 clusters Score -1.566749e+07 nChanged 14363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 134379 members 
Entering Unmasked Estep 
Score: -15679828.000000 Penalty: 3909.330322
	Iteration 6F: 3 clusters Score -1.567983e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 147960 members 
Entering Unmasked Estep 
Score: -15692778.000000 Penalty: 3909.330322
	Iteration 7F: 3 clusters Score -1.569278e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -15703092.000000 Penalty: 3909.330322
	Iteration 8F: 3 clusters Score -1.570309e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 162941 members 
Entering Unmasked Estep 
Score: -15707528.000000 Penalty: 3909.330322
	Iteration 9Q: 3 clusters Score -1.570753e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -15709203.000000 Penalty: 3909.330322
	Iteration 10Q: 3 clusters Score -1.57092e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -15709784.000000 Penalty: 3909.330322
	Iteration 11Q: 3 clusters Score -1.570978e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -15709958.000000 Penalty: 3909.330322
	Iteration 12Q: 3 clusters Score -1.570996e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -15710034.000000 Penalty: 3909.330322
	Iteration 13Q: 3 clusters Score -1.571003e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 167143 members 
Entering Unmasked Estep 
Score: -15710116.000000 Penalty: 3909.330322
	Iteration 14Q: 3 clusters Score -1.571012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 167171 members 
Entering Unmasked Estep 
Score: -15710153.000000 Penalty: 3909.330322
	Iteration 15Q: 3 clusters Score -1.571015e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -15710168.000000 Penalty: 3909.330322
	Iteration 16Q: 3 clusters Score -1.571017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -15710174.000000 Penalty: 3909.330322
	Iteration 17Q: 3 clusters Score -1.571017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -15710187.000000 Penalty: 3909.330322
	Iteration 18Q: 3 clusters Score -1.571019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -15710198.000000 Penalty: 3909.330322
	Iteration 19Q: 3 clusters Score -1.57102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -15710202.000000 Penalty: 3909.330322
	Iteration 20F: 3 clusters Score -1.57102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 167209 members 
Entering Unmasked Estep 
Score: -15710204.000000 Penalty: 3909.330322
	Iteration 21Q: 3 clusters Score -1.57102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 167210 members 
Entering Unmasked Estep 
Score: -15710196.000000 Penalty: 3909.330322
	Iteration 22Q: 3 clusters Score -1.57102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -15710199.000000 Penalty: 3909.330322
	Iteration 23Q: 3 clusters Score -1.57102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -15710199.000000 Penalty: 3909.330322
	Iteration 24F: 3 clusters Score -1.57102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -82944.984375 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -82944.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -81515.398438 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -81515.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -81834.898438 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -81834.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82066.921875 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -82066.92 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82414.593750 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -82414.59 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82765.984375 Penalty: 2259.636963
	Iteration 4F: 3 clusters Score -82765.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -82909.375000 Penalty: 2259.636963
	Iteration 5F: 3 clusters Score -82909.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82977.390625 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -82977.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83013.187500 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -83013.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83035.226562 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -83035.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83052.406250 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -83052.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83062.101562 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -83062.1 nChanged 5
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: -83068.570312 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -83068.57 nChanged 6
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: -83078.789062 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -83078.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83088.179688 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -83088.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83092.218750 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -83092.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83096.781250 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -83096.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83111.539062 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -83111.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83119.640625 Penalty: 2259.636963
	Iteration 17Q: 3 clusters Score -83119.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83129.757812 Penalty: 2259.636963
	Iteration 18Q: 3 clusters Score -83129.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83147.195312 Penalty: 2259.636963
	Iteration 19Q: 3 clusters Score -83147.2 nChanged 8
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: -83155.898438 Penalty: 2259.636963
	Iteration 20F: 3 clusters Score -83155.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83161.320312 Penalty: 2259.636963
	Iteration 21Q: 3 clusters Score -83161.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83163.093750 Penalty: 2259.636963
	Iteration 22Q: 3 clusters Score -83163.09 nChanged 1
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: -83165.000000 Penalty: 2259.636963
	Iteration 23Q: 3 clusters Score -83165 nChanged 0
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: -83165.000000 Penalty: 2259.636963
	Iteration 24F: 3 clusters Score -83165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122625 members 
Mstep: Class 6 contains 5877 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148284 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167495 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 34065 members 
Mstep: Class 13 contains 12066 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 171572 members 
Mstep: Class 19 contains 31348 members 
Mstep: Class 20 contains 497 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
Score: -66453472.000000 Penalty: 48245.828125
Splitting cluster 11 changes total score from -66454228.000000 to -66453472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (34065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Entering Unmasked Estep 
Score: -3237683.750000 Penalty: 1695.854126
	Iteration 0F: 2 clusters Score -3237684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3214714.750000 Penalty: 3391.708252
	Iteration 0F: 3 clusters Score -3214715 nChanged 15763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3223823.500000 Penalty: 3391.708252
	Iteration 1F: 3 clusters Score -3223824 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3224484.500000 Penalty: 3391.708252
	Iteration 2Q: 3 clusters Score -3224484 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3225380.250000 Penalty: 3391.708252
	Iteration 3F: 3 clusters Score -3225380 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3226778.500000 Penalty: 3391.708252
	Iteration 4F: 3 clusters Score -3226778 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3228823.000000 Penalty: 3391.708252
	Iteration 5F: 3 clusters Score -3228823 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3231426.750000 Penalty: 3391.708252
	Iteration 6F: 3 clusters Score -3231427 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3233842.250000 Penalty: 3391.708252
	Iteration 7F: 3 clusters Score -3233842 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3235279.750000 Penalty: 3391.708252
	Iteration 8Q: 3 clusters Score -3235280 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3235926.250000 Penalty: 3391.708252
	Iteration 9Q: 3 clusters Score -3235926 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3236197.500000 Penalty: 3391.708252
	Iteration 10Q: 3 clusters Score -3236198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3236329.000000 Penalty: 3391.708252
	Iteration 11Q: 3 clusters Score -3236329 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3236404.000000 Penalty: 3391.708252
	Iteration 12Q: 3 clusters Score -3236404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3236455.250000 Penalty: 3391.708252
	Iteration 13Q: 3 clusters Score -3236455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3236477.500000 Penalty: 3391.708252
	Iteration 14Q: 3 clusters Score -3236478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3236495.000000 Penalty: 3391.708252
	Iteration 15Q: 3 clusters Score -3236495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3236516.750000 Penalty: 3391.708252
	Iteration 16Q: 3 clusters Score -3236517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3236521.000000 Penalty: 3391.708252
	Iteration 17Q: 3 clusters Score -3236521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3236535.000000 Penalty: 3391.708252
	Iteration 18Q: 3 clusters Score -3236535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3236541.500000 Penalty: 3391.708252
	Iteration 19Q: 3 clusters Score -3236542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3236540.750000 Penalty: 3391.708252
	Iteration 20F: 3 clusters Score -3236541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3236554.250000 Penalty: 3391.708252
	Iteration 21Q: 3 clusters Score -3236554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3236556.000000 Penalty: 3391.708252
	Iteration 22Q: 3 clusters Score -3236556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3236559.000000 Penalty: 3391.708252
	Iteration 23Q: 3 clusters Score -3236559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3236562.750000 Penalty: 3391.708252
	Iteration 24Q: 3 clusters Score -3236563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3236562.750000 Penalty: 3391.708252
	Iteration 25F: 3 clusters Score -3236563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Entering Unmasked Estep 
Score: -1146031.000000 Penalty: 1527.198853
	Iteration 0F: 2 clusters Score -1146031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1137500.875000 Penalty: 3054.397705
	Iteration 0F: 3 clusters Score -1137501 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1140498.750000 Penalty: 3054.397705
	Iteration 1F: 3 clusters Score -1140499 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1140834.625000 Penalty: 3054.397705
	Iteration 2F: 3 clusters Score -1140835 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1141095.625000 Penalty: 3054.397705
	Iteration 3F: 3 clusters Score -1141096 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1141313.625000 Penalty: 3054.397705
	Iteration 4Q: 3 clusters Score -1141314 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1141516.375000 Penalty: 3054.397705
	Iteration 5Q: 3 clusters Score -1141516 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1141750.750000 Penalty: 3054.397705
	Iteration 6Q: 3 clusters Score -1141751 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1142057.750000 Penalty: 3054.397705
	Iteration 7Q: 3 clusters Score -1142058 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1142401.875000 Penalty: 3054.397705
	Iteration 8Q: 3 clusters Score -1142402 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1142734.875000 Penalty: 3054.397705
	Iteration 9Q: 3 clusters Score -1142735 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1143040.250000 Penalty: 3054.397705
	Iteration 10Q: 3 clusters Score -1143040 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1143264.125000 Penalty: 3054.397705
	Iteration 11Q: 3 clusters Score -1143264 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1143491.250000 Penalty: 3054.397705
	Iteration 12Q: 3 clusters Score -1143491 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1143654.750000 Penalty: 3054.397705
	Iteration 13Q: 3 clusters Score -1143655 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1143785.375000 Penalty: 3054.397705
	Iteration 14Q: 3 clusters Score -1143785 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1143871.750000 Penalty: 3054.397705
	Iteration 15Q: 3 clusters Score -1143872 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1143925.375000 Penalty: 3054.397705
	Iteration 16Q: 3 clusters Score -1143925 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1143975.375000 Penalty: 3054.397705
	Iteration 17Q: 3 clusters Score -1143975 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1144018.375000 Penalty: 3054.397705
	Iteration 18Q: 3 clusters Score -1144018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1144060.250000 Penalty: 3054.397705
	Iteration 19Q: 3 clusters Score -1144060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1144107.000000 Penalty: 3054.397705
	Iteration 20F: 3 clusters Score -1144107 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1144153.375000 Penalty: 3054.397705
	Iteration 21Q: 3 clusters Score -1144153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1144186.125000 Penalty: 3054.397705
	Iteration 22Q: 3 clusters Score -1144186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1144219.375000 Penalty: 3054.397705
	Iteration 23Q: 3 clusters Score -1144219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1144243.500000 Penalty: 3054.397705
	Iteration 24Q: 3 clusters Score -1144244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1144277.500000 Penalty: 3054.397705
	Iteration 25Q: 3 clusters Score -1144278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1144303.125000 Penalty: 3054.397705
	Iteration 26Q: 3 clusters Score -1144303 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1144334.750000 Penalty: 3054.397705
	Iteration 27Q: 3 clusters Score -1144335 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1144370.875000 Penalty: 3054.397705
	Iteration 28Q: 3 clusters Score -1144371 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1144397.750000 Penalty: 3054.397705
	Iteration 29Q: 3 clusters Score -1144398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1144417.875000 Penalty: 3054.397705
	Iteration 30Q: 3 clusters Score -1144418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1144447.750000 Penalty: 3054.397705
	Iteration 31Q: 3 clusters Score -1144448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1144469.000000 Penalty: 3054.397705
	Iteration 32Q: 3 clusters Score -1144469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1144491.125000 Penalty: 3054.397705
	Iteration 33Q: 3 clusters Score -1144491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1144514.000000 Penalty: 3054.397705
	Iteration 34Q: 3 clusters Score -1144514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1144528.125000 Penalty: 3054.397705
	Iteration 35Q: 3 clusters Score -1144528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1144548.875000 Penalty: 3054.397705
	Iteration 36Q: 3 clusters Score -1144549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1144565.000000 Penalty: 3054.397705
	Iteration 37Q: 3 clusters Score -1144565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1144577.375000 Penalty: 3054.397705
	Iteration 38Q: 3 clusters Score -1144577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1144590.000000 Penalty: 3054.397705
	Iteration 39Q: 3 clusters Score -1144590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1144603.000000 Penalty: 3054.397705
	Iteration 40F: 3 clusters Score -1144603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1144618.250000 Penalty: 3054.397705
	Iteration 41Q: 3 clusters Score -1144618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1144627.375000 Penalty: 3054.397705
	Iteration 42Q: 3 clusters Score -1144627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1144636.125000 Penalty: 3054.397705
	Iteration 43Q: 3 clusters Score -1144636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1144650.000000 Penalty: 3054.397705
	Iteration 44Q: 3 clusters Score -1144650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1144657.500000 Penalty: 3054.397705
	Iteration 45Q: 3 clusters Score -1144658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1144670.250000 Penalty: 3054.397705
	Iteration 46Q: 3 clusters Score -1144670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1144678.500000 Penalty: 3054.397705
	Iteration 47Q: 3 clusters Score -1144678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1144686.750000 Penalty: 3054.397705
	Iteration 48Q: 3 clusters Score -1144687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1144691.625000 Penalty: 3054.397705
	Iteration 49Q: 3 clusters Score -1144692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1144694.625000 Penalty: 3054.397705
	Iteration 50Q: 3 clusters Score -1144695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1144697.500000 Penalty: 3054.397705
	Iteration 51Q: 3 clusters Score -1144698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1144700.375000 Penalty: 3054.397705
	Iteration 52Q: 3 clusters Score -1144700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1144706.125000 Penalty: 3054.397705
	Iteration 53Q: 3 clusters Score -1144706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1144711.000000 Penalty: 3054.397705
	Iteration 54Q: 3 clusters Score -1144711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1144718.375000 Penalty: 3054.397705
	Iteration 55Q: 3 clusters Score -1144718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1144728.250000 Penalty: 3054.397705
	Iteration 56Q: 3 clusters Score -1144728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1144736.250000 Penalty: 3054.397705
	Iteration 57Q: 3 clusters Score -1144736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1144742.625000 Penalty: 3054.397705
	Iteration 58Q: 3 clusters Score -1144743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1144744.500000 Penalty: 3054.397705
	Iteration 59Q: 3 clusters Score -1144744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1144746.125000 Penalty: 3054.397705
	Iteration 60F: 3 clusters Score -1144746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1144752.000000 Penalty: 3054.397705
	Iteration 61Q: 3 clusters Score -1144752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1144754.750000 Penalty: 3054.397705
	Iteration 62Q: 3 clusters Score -1144755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1144755.250000 Penalty: 3054.397705
	Iteration 63Q: 3 clusters Score -1144755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1144757.625000 Penalty: 3054.397705
	Iteration 64Q: 3 clusters Score -1144758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1144759.500000 Penalty: 3054.397705
	Iteration 65Q: 3 clusters Score -1144760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1144766.375000 Penalty: 3054.397705
	Iteration 66Q: 3 clusters Score -1144766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1144773.750000 Penalty: 3054.397705
	Iteration 67Q: 3 clusters Score -1144774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1144773.125000 Penalty: 3054.397705
	Iteration 68Q: 3 clusters Score -1144773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1144774.500000 Penalty: 3054.397705
	Iteration 69Q: 3 clusters Score -1144774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1144775.250000 Penalty: 3054.397705
	Iteration 70Q: 3 clusters Score -1144775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1144776.250000 Penalty: 3054.397705
	Iteration 71Q: 3 clusters Score -1144776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1144775.750000 Penalty: 3054.397705
	Iteration 72Q: 3 clusters Score -1144776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1144775.750000 Penalty: 3054.397705
	Iteration 73F: 3 clusters Score -1144776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -326450.750000 Penalty: 1333.392456
	Iteration 0F: 2 clusters Score -326450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -323256.375000 Penalty: 2666.784912
	Iteration 0F: 3 clusters Score -323256.4 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -324093.437500 Penalty: 2666.784912
	Iteration 1F: 3 clusters Score -324093.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -324331.468750 Penalty: 2666.784912
	Iteration 2F: 3 clusters Score -324331.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -324519.718750 Penalty: 2666.784912
	Iteration 3F: 3 clusters Score -324519.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -324679.750000 Penalty: 2666.784912
	Iteration 4F: 3 clusters Score -324679.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -324861.093750 Penalty: 2666.784912
	Iteration 5F: 3 clusters Score -324861.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -324990.843750 Penalty: 2666.784912
	Iteration 6F: 3 clusters Score -324990.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -325103.062500 Penalty: 2666.784912
	Iteration 7Q: 3 clusters Score -325103.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -325204.968750 Penalty: 2666.784912
	Iteration 8Q: 3 clusters Score -325205 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -325291.000000 Penalty: 2666.784912
	Iteration 9Q: 3 clusters Score -325291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -325357.375000 Penalty: 2666.784912
	Iteration 10Q: 3 clusters Score -325357.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -325419.062500 Penalty: 2666.784912
	Iteration 11Q: 3 clusters Score -325419.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -325463.687500 Penalty: 2666.784912
	Iteration 12Q: 3 clusters Score -325463.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -325493.312500 Penalty: 2666.784912
	Iteration 13Q: 3 clusters Score -325493.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -325510.343750 Penalty: 2666.784912
	Iteration 14Q: 3 clusters Score -325510.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -325524.687500 Penalty: 2666.784912
	Iteration 15Q: 3 clusters Score -325524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -325534.031250 Penalty: 2666.784912
	Iteration 16Q: 3 clusters Score -325534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -325541.343750 Penalty: 2666.784912
	Iteration 17Q: 3 clusters Score -325541.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -325550.031250 Penalty: 2666.784912
	Iteration 18Q: 3 clusters Score -325550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -325555.843750 Penalty: 2666.784912
	Iteration 19Q: 3 clusters Score -325555.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -325560.093750 Penalty: 2666.784912
	Iteration 20F: 3 clusters Score -325560.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -325564.750000 Penalty: 2666.784912
	Iteration 21Q: 3 clusters Score -325564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -325565.937500 Penalty: 2666.784912
	Iteration 22Q: 3 clusters Score -325565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -325567.250000 Penalty: 2666.784912
	Iteration 23Q: 3 clusters Score -325567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -325567.875000 Penalty: 2666.784912
	Iteration 24Q: 3 clusters Score -325567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -325567.875000 Penalty: 2666.784912
	Iteration 25F: 3 clusters Score -325567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -400694.468750 Penalty: 1360.101074
	Iteration 0F: 2 clusters Score -400694.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -397119.656250 Penalty: 2720.202148
	Iteration 0F: 3 clusters Score -397119.7 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -398135.906250 Penalty: 2720.202148
	Iteration 1F: 3 clusters Score -398135.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -398335.906250 Penalty: 2720.202148
	Iteration 2F: 3 clusters Score -398335.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -398498.625000 Penalty: 2720.202148
	Iteration 3F: 3 clusters Score -398498.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -398630.906250 Penalty: 2720.202148
	Iteration 4Q: 3 clusters Score -398630.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -398741.093750 Penalty: 2720.202148
	Iteration 5Q: 3 clusters Score -398741.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -398846.687500 Penalty: 2720.202148
	Iteration 6Q: 3 clusters Score -398846.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -398940.593750 Penalty: 2720.202148
	Iteration 7Q: 3 clusters Score -398940.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -399000.843750 Penalty: 2720.202148
	Iteration 8Q: 3 clusters Score -399000.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -399051.437500 Penalty: 2720.202148
	Iteration 9Q: 3 clusters Score -399051.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -399114.312500 Penalty: 2720.202148
	Iteration 10Q: 3 clusters Score -399114.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -399174.375000 Penalty: 2720.202148
	Iteration 11Q: 3 clusters Score -399174.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -399220.406250 Penalty: 2720.202148
	Iteration 12Q: 3 clusters Score -399220.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -399267.125000 Penalty: 2720.202148
	Iteration 13Q: 3 clusters Score -399267.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -399299.687500 Penalty: 2720.202148
	Iteration 14Q: 3 clusters Score -399299.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -399342.468750 Penalty: 2720.202148
	Iteration 15Q: 3 clusters Score -399342.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -399371.500000 Penalty: 2720.202148
	Iteration 16Q: 3 clusters Score -399371.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -399397.312500 Penalty: 2720.202148
	Iteration 17Q: 3 clusters Score -399397.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -399430.187500 Penalty: 2720.202148
	Iteration 18Q: 3 clusters Score -399430.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -399465.468750 Penalty: 2720.202148
	Iteration 19Q: 3 clusters Score -399465.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -399487.937500 Penalty: 2720.202148
	Iteration 20F: 3 clusters Score -399487.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -399509.250000 Penalty: 2720.202148
	Iteration 21Q: 3 clusters Score -399509.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -399526.093750 Penalty: 2720.202148
	Iteration 22Q: 3 clusters Score -399526.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -399537.218750 Penalty: 2720.202148
	Iteration 23Q: 3 clusters Score -399537.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -399548.093750 Penalty: 2720.202148
	Iteration 24Q: 3 clusters Score -399548.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -399554.437500 Penalty: 2720.202148
	Iteration 25Q: 3 clusters Score -399554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -399558.437500 Penalty: 2720.202148
	Iteration 26Q: 3 clusters Score -399558.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -399565.218750 Penalty: 2720.202148
	Iteration 27Q: 3 clusters Score -399565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -399571.781250 Penalty: 2720.202148
	Iteration 28Q: 3 clusters Score -399571.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -399578.625000 Penalty: 2720.202148
	Iteration 29Q: 3 clusters Score -399578.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -399584.687500 Penalty: 2720.202148
	Iteration 30Q: 3 clusters Score -399584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -399590.406250 Penalty: 2720.202148
	Iteration 31Q: 3 clusters Score -399590.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -399596.156250 Penalty: 2720.202148
	Iteration 32Q: 3 clusters Score -399596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -399601.031250 Penalty: 2720.202148
	Iteration 33Q: 3 clusters Score -399601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -399601.906250 Penalty: 2720.202148
	Iteration 34Q: 3 clusters Score -399601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -399602.968750 Penalty: 2720.202148
	Iteration 35Q: 3 clusters Score -399603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -399603.562500 Penalty: 2720.202148
	Iteration 36Q: 3 clusters Score -399603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -399603.562500 Penalty: 2720.202148
	Iteration 37F: 3 clusters Score -399603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -53963.511719 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -53963.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52782.957031 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -52782.96 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52965.355469 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -52965.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52998.656250 Penalty: 2099.977051
	Iteration 2Q: 3 clusters Score -52998.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53014.847656 Penalty: 2099.977051
	Iteration 3Q: 3 clusters Score -53014.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53030.125000 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -53030.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53035.355469 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -53035.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53038.562500 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -53038.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53040.441406 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -53040.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53041.628906 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -53041.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53043.378906 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -53043.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53045.707031 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -53045.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53045.707031 Penalty: 2099.977051
	Iteration 11F: 3 clusters Score -53045.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -369875.562500 Penalty: 1353.098267
	Iteration 0F: 2 clusters Score -369875.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -366440.593750 Penalty: 2706.196533
	Iteration 0F: 3 clusters Score -366440.6 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -367366.281250 Penalty: 2706.196533
	Iteration 1F: 3 clusters Score -367366.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -367548.156250 Penalty: 2706.196533
	Iteration 2F: 3 clusters Score -367548.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -367666.718750 Penalty: 2706.196533
	Iteration 3F: 3 clusters Score -367666.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -367768.375000 Penalty: 2706.196533
	Iteration 4Q: 3 clusters Score -367768.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -367867.156250 Penalty: 2706.196533
	Iteration 5Q: 3 clusters Score -367867.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -367953.125000 Penalty: 2706.196533
	Iteration 6Q: 3 clusters Score -367953.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -368026.156250 Penalty: 2706.196533
	Iteration 7Q: 3 clusters Score -368026.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -368096.437500 Penalty: 2706.196533
	Iteration 8Q: 3 clusters Score -368096.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -368166.500000 Penalty: 2706.196533
	Iteration 9Q: 3 clusters Score -368166.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -368242.250000 Penalty: 2706.196533
	Iteration 10Q: 3 clusters Score -368242.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -368309.875000 Penalty: 2706.196533
	Iteration 11Q: 3 clusters Score -368309.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -368379.187500 Penalty: 2706.196533
	Iteration 12Q: 3 clusters Score -368379.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -368439.062500 Penalty: 2706.196533
	Iteration 13Q: 3 clusters Score -368439.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -368483.125000 Penalty: 2706.196533
	Iteration 14Q: 3 clusters Score -368483.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -368521.656250 Penalty: 2706.196533
	Iteration 15Q: 3 clusters Score -368521.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -368553.718750 Penalty: 2706.196533
	Iteration 16Q: 3 clusters Score -368553.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -368580.937500 Penalty: 2706.196533
	Iteration 17Q: 3 clusters Score -368580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -368593.562500 Penalty: 2706.196533
	Iteration 18Q: 3 clusters Score -368593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -368603.531250 Penalty: 2706.196533
	Iteration 19Q: 3 clusters Score -368603.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -368614.562500 Penalty: 2706.196533
	Iteration 20F: 3 clusters Score -368614.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -368621.500000 Penalty: 2706.196533
	Iteration 21Q: 3 clusters Score -368621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -368633.718750 Penalty: 2706.196533
	Iteration 22Q: 3 clusters Score -368633.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -368644.906250 Penalty: 2706.196533
	Iteration 23Q: 3 clusters Score -368644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -368649.250000 Penalty: 2706.196533
	Iteration 24Q: 3 clusters Score -368649.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -368656.406250 Penalty: 2706.196533
	Iteration 25Q: 3 clusters Score -368656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -368665.312500 Penalty: 2706.196533
	Iteration 26Q: 3 clusters Score -368665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -368670.750000 Penalty: 2706.196533
	Iteration 27Q: 3 clusters Score -368670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -368671.406250 Penalty: 2706.196533
	Iteration 28Q: 3 clusters Score -368671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -368672.781250 Penalty: 2706.196533
	Iteration 29Q: 3 clusters Score -368672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -368672.781250 Penalty: 2706.196533
	Iteration 30F: 3 clusters Score -368672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (171572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171572 members 
Entering Unmasked Estep 
Score: -16049574.000000 Penalty: 1958.573242
	Iteration 0F: 2 clusters Score -1.604957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -15935121.000000 Penalty: 3917.146484
	Iteration 0F: 3 clusters Score -1.593512e+07 nChanged 82819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -15984591.000000 Penalty: 3917.146484
	Iteration 1F: 3 clusters Score -1.598459e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -15986095.000000 Penalty: 3917.146484
	Iteration 2Q: 3 clusters Score -1.59861e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -15988640.000000 Penalty: 3917.146484
	Iteration 3Q: 3 clusters Score -1.598864e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -15992832.000000 Penalty: 3917.146484
	Iteration 4Q: 3 clusters Score -1.599283e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -15998546.000000 Penalty: 3917.146484
	Iteration 5F: 3 clusters Score -1.599855e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -16005765.000000 Penalty: 3917.146484
	Iteration 6F: 3 clusters Score -1.600576e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98058 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -16013567.000000 Penalty: 3917.146484
	Iteration 7F: 3 clusters Score -1.601357e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -16019865.000000 Penalty: 3917.146484
	Iteration 8F: 3 clusters Score -1.601986e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -16023254.000000 Penalty: 3917.146484
	Iteration 9Q: 3 clusters Score -1.602325e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -16024763.000000 Penalty: 3917.146484
	Iteration 10Q: 3 clusters Score -1.602476e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -16025265.000000 Penalty: 3917.146484
	Iteration 11Q: 3 clusters Score -1.602526e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -16025572.000000 Penalty: 3917.146484
	Iteration 12Q: 3 clusters Score -1.602557e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -16025827.000000 Penalty: 3917.146484
	Iteration 13Q: 3 clusters Score -1.602583e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -16026081.000000 Penalty: 3917.146484
	Iteration 14Q: 3 clusters Score -1.602608e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -16026239.000000 Penalty: 3917.146484
	Iteration 15Q: 3 clusters Score -1.602624e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -16026484.000000 Penalty: 3917.146484
	Iteration 16Q: 3 clusters Score -1.602648e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -16026712.000000 Penalty: 3917.146484
	Iteration 17Q: 3 clusters Score -1.602671e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -16026914.000000 Penalty: 3917.146484
	Iteration 18Q: 3 clusters Score -1.602691e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -16027163.000000 Penalty: 3917.146484
	Iteration 19Q: 3 clusters Score -1.602716e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -16027360.000000 Penalty: 3917.146484
	Iteration 20F: 3 clusters Score -1.602736e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -16027627.000000 Penalty: 3917.146484
	Iteration 21Q: 3 clusters Score -1.602763e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -16027882.000000 Penalty: 3917.146484
	Iteration 22Q: 3 clusters Score -1.602788e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -16028136.000000 Penalty: 3917.146484
	Iteration 23Q: 3 clusters Score -1.602814e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -16028390.000000 Penalty: 3917.146484
	Iteration 24Q: 3 clusters Score -1.602839e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -16028545.000000 Penalty: 3917.146484
	Iteration 25Q: 3 clusters Score -1.602854e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -16028737.000000 Penalty: 3917.146484
	Iteration 26Q: 3 clusters Score -1.602874e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -16028914.000000 Penalty: 3917.146484
	Iteration 27Q: 3 clusters Score -1.602891e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 85375 members 
Entering Unmasked Estep 
Score: -16029088.000000 Penalty: 3917.146484
	Iteration 28Q: 3 clusters Score -1.602909e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -16029232.000000 Penalty: 3917.146484
	Iteration 29Q: 3 clusters Score -1.602923e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -16029262.000000 Penalty: 3917.146484
	Iteration 30Q: 3 clusters Score -1.602926e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -16029406.000000 Penalty: 3917.146484
	Iteration 31Q: 3 clusters Score -1.602941e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -16029496.000000 Penalty: 3917.146484
	Iteration 32Q: 3 clusters Score -1.60295e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -16029529.000000 Penalty: 3917.146484
	Iteration 33Q: 3 clusters Score -1.602953e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -16029691.000000 Penalty: 3917.146484
	Iteration 34Q: 3 clusters Score -1.602969e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -16029827.000000 Penalty: 3917.146484
	Iteration 35Q: 3 clusters Score -1.602983e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -16029894.000000 Penalty: 3917.146484
	Iteration 36Q: 3 clusters Score -1.602989e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -16029979.000000 Penalty: 3917.146484
	Iteration 37Q: 3 clusters Score -1.602998e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -16030178.000000 Penalty: 3917.146484
	Iteration 38Q: 3 clusters Score -1.603018e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -16030355.000000 Penalty: 3917.146484
	Iteration 39Q: 3 clusters Score -1.603036e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -16030534.000000 Penalty: 3917.146484
	Iteration 40F: 3 clusters Score -1.603053e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 95798 members 
Entering Unmasked Estep 
Score: -16030665.000000 Penalty: 3917.146484
	Iteration 41Q: 3 clusters Score -1.603066e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -16030817.000000 Penalty: 3917.146484
	Iteration 42Q: 3 clusters Score -1.603082e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -16030831.000000 Penalty: 3917.146484
	Iteration 43Q: 3 clusters Score -1.603083e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -16030989.000000 Penalty: 3917.146484
	Iteration 44Q: 3 clusters Score -1.603099e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -16031221.000000 Penalty: 3917.146484
	Iteration 45Q: 3 clusters Score -1.603122e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -16031426.000000 Penalty: 3917.146484
	Iteration 46Q: 3 clusters Score -1.603143e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -16031508.000000 Penalty: 3917.146484
	Iteration 47Q: 3 clusters Score -1.603151e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -16031615.000000 Penalty: 3917.146484
	Iteration 48Q: 3 clusters Score -1.603162e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -16031779.000000 Penalty: 3917.146484
	Iteration 49Q: 3 clusters Score -1.603178e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 104485 members 
Entering Unmasked Estep 
Score: -16031925.000000 Penalty: 3917.146484
	Iteration 50Q: 3 clusters Score -1.603192e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -16032068.000000 Penalty: 3917.146484
	Iteration 51Q: 3 clusters Score -1.603207e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -16032266.000000 Penalty: 3917.146484
	Iteration 52Q: 3 clusters Score -1.603227e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -16032466.000000 Penalty: 3917.146484
	Iteration 53Q: 3 clusters Score -1.603247e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -16032695.000000 Penalty: 3917.146484
	Iteration 54Q: 3 clusters Score -1.60327e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 109046 members 
Entering Unmasked Estep 
Score: -16032919.000000 Penalty: 3917.146484
	Iteration 55Q: 3 clusters Score -1.603292e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 109985 members 
Entering Unmasked Estep 
Score: -16033103.000000 Penalty: 3917.146484
	Iteration 56Q: 3 clusters Score -1.60331e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 110942 members 
Entering Unmasked Estep 
Score: -16033336.000000 Penalty: 3917.146484
	Iteration 57Q: 3 clusters Score -1.603334e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 111939 members 
Entering Unmasked Estep 
Score: -16033595.000000 Penalty: 3917.146484
	Iteration 58Q: 3 clusters Score -1.60336e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 112953 members 
Entering Unmasked Estep 
Score: -16033858.000000 Penalty: 3917.146484
	Iteration 59Q: 3 clusters Score -1.603386e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -16034107.000000 Penalty: 3917.146484
	Iteration 60F: 3 clusters Score -1.603411e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -16034367.000000 Penalty: 3917.146484
	Iteration 61Q: 3 clusters Score -1.603437e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 115826 members 
Entering Unmasked Estep 
Score: -16034636.000000 Penalty: 3917.146484
	Iteration 62Q: 3 clusters Score -1.603464e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 116719 members 
Entering Unmasked Estep 
Score: -16034813.000000 Penalty: 3917.146484
	Iteration 63Q: 3 clusters Score -1.603481e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 117630 members 
Entering Unmasked Estep 
Score: -16034993.000000 Penalty: 3917.146484
	Iteration 64Q: 3 clusters Score -1.603499e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -16035220.000000 Penalty: 3917.146484
	Iteration 65Q: 3 clusters Score -1.603522e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 119441 members 
Entering Unmasked Estep 
Score: -16035487.000000 Penalty: 3917.146484
	Iteration 66Q: 3 clusters Score -1.603549e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 120282 members 
Entering Unmasked Estep 
Score: -16035728.000000 Penalty: 3917.146484
	Iteration 67Q: 3 clusters Score -1.603573e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -16035951.000000 Penalty: 3917.146484
	Iteration 68Q: 3 clusters Score -1.603595e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 122091 members 
Entering Unmasked Estep 
Score: -16036244.000000 Penalty: 3917.146484
	Iteration 69Q: 3 clusters Score -1.603624e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 122913 members 
Entering Unmasked Estep 
Score: -16036446.000000 Penalty: 3917.146484
	Iteration 70Q: 3 clusters Score -1.603645e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -16036702.000000 Penalty: 3917.146484
	Iteration 71Q: 3 clusters Score -1.60367e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 124595 members 
Entering Unmasked Estep 
Score: -16036949.000000 Penalty: 3917.146484
	Iteration 72Q: 3 clusters Score -1.603695e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 125405 members 
Entering Unmasked Estep 
Score: -16037131.000000 Penalty: 3917.146484
	Iteration 73Q: 3 clusters Score -1.603713e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 126186 members 
Entering Unmasked Estep 
Score: -16037301.000000 Penalty: 3917.146484
	Iteration 74Q: 3 clusters Score -1.60373e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -16037515.000000 Penalty: 3917.146484
	Iteration 75Q: 3 clusters Score -1.603752e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -16037688.000000 Penalty: 3917.146484
	Iteration 76Q: 3 clusters Score -1.603769e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 128345 members 
Entering Unmasked Estep 
Score: -16037867.000000 Penalty: 3917.146484
	Iteration 77Q: 3 clusters Score -1.603787e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 129040 members 
Entering Unmasked Estep 
Score: -16038095.000000 Penalty: 3917.146484
	Iteration 78Q: 3 clusters Score -1.60381e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 129720 members 
Entering Unmasked Estep 
Score: -16038336.000000 Penalty: 3917.146484
	Iteration 79Q: 3 clusters Score -1.603834e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 130416 members 
Entering Unmasked Estep 
Score: -16038544.000000 Penalty: 3917.146484
	Iteration 80F: 3 clusters Score -1.603854e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -16038814.000000 Penalty: 3917.146484
	Iteration 81Q: 3 clusters Score -1.603881e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -16039065.000000 Penalty: 3917.146484
	Iteration 82Q: 3 clusters Score -1.603906e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 132547 members 
Entering Unmasked Estep 
Score: -16039243.000000 Penalty: 3917.146484
	Iteration 83Q: 3 clusters Score -1.603924e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -16039406.000000 Penalty: 3917.146484
	Iteration 84Q: 3 clusters Score -1.603941e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 133961 members 
Entering Unmasked Estep 
Score: -16039582.000000 Penalty: 3917.146484
	Iteration 85Q: 3 clusters Score -1.603958e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 134628 members 
Entering Unmasked Estep 
Score: -16039738.000000 Penalty: 3917.146484
	Iteration 86Q: 3 clusters Score -1.603974e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -16039876.000000 Penalty: 3917.146484
	Iteration 87Q: 3 clusters Score -1.603988e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 135869 members 
Entering Unmasked Estep 
Score: -16040044.000000 Penalty: 3917.146484
	Iteration 88Q: 3 clusters Score -1.604004e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 136513 members 
Entering Unmasked Estep 
Score: -16040226.000000 Penalty: 3917.146484
	Iteration 89Q: 3 clusters Score -1.604023e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 137163 members 
Entering Unmasked Estep 
Score: -16040459.000000 Penalty: 3917.146484
	Iteration 90Q: 3 clusters Score -1.604046e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 137743 members 
Entering Unmasked Estep 
Score: -16040672.000000 Penalty: 3917.146484
	Iteration 91Q: 3 clusters Score -1.604067e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -16040812.000000 Penalty: 3917.146484
	Iteration 92Q: 3 clusters Score -1.604081e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 138925 members 
Entering Unmasked Estep 
Score: -16041044.000000 Penalty: 3917.146484
	Iteration 93Q: 3 clusters Score -1.604104e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 139429 members 
Entering Unmasked Estep 
Score: -16041198.000000 Penalty: 3917.146484
	Iteration 94Q: 3 clusters Score -1.60412e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 139926 members 
Entering Unmasked Estep 
Score: -16041407.000000 Penalty: 3917.146484
	Iteration 95Q: 3 clusters Score -1.604141e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 140391 members 
Entering Unmasked Estep 
Score: -16041539.000000 Penalty: 3917.146484
	Iteration 96Q: 3 clusters Score -1.604154e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 140843 members 
Entering Unmasked Estep 
Score: -16041662.000000 Penalty: 3917.146484
	Iteration 97Q: 3 clusters Score -1.604166e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 141261 members 
Entering Unmasked Estep 
Score: -16041784.000000 Penalty: 3917.146484
	Iteration 98Q: 3 clusters Score -1.604178e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 141664 members 
Entering Unmasked Estep 
Score: -16041867.000000 Penalty: 3917.146484
	Iteration 99Q: 3 clusters Score -1.604187e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -16041971.000000 Penalty: 3917.146484
	Iteration 100F: 3 clusters Score -1.604197e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 142402 members 
Entering Unmasked Estep 
Score: -16042059.000000 Penalty: 3917.146484
	Iteration 101Q: 3 clusters Score -1.604206e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 142790 members 
Entering Unmasked Estep 
Score: -16042149.000000 Penalty: 3917.146484
	Iteration 102Q: 3 clusters Score -1.604215e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 143168 members 
Entering Unmasked Estep 
Score: -16042266.000000 Penalty: 3917.146484
	Iteration 103Q: 3 clusters Score -1.604227e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -16042442.000000 Penalty: 3917.146484
	Iteration 104Q: 3 clusters Score -1.604244e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 143952 members 
Entering Unmasked Estep 
Score: -16042571.000000 Penalty: 3917.146484
	Iteration 105Q: 3 clusters Score -1.604257e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -16042721.000000 Penalty: 3917.146484
	Iteration 106Q: 3 clusters Score -1.604272e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 144713 members 
Entering Unmasked Estep 
Score: -16042823.000000 Penalty: 3917.146484
	Iteration 107Q: 3 clusters Score -1.604282e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -16042916.000000 Penalty: 3917.146484
	Iteration 108Q: 3 clusters Score -1.604292e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 145471 members 
Entering Unmasked Estep 
Score: -16042997.000000 Penalty: 3917.146484
	Iteration 109Q: 3 clusters Score -1.6043e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 145828 members 
Entering Unmasked Estep 
Score: -16043126.000000 Penalty: 3917.146484
	Iteration 110Q: 3 clusters Score -1.604313e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 146142 members 
Entering Unmasked Estep 
Score: -16043188.000000 Penalty: 3917.146484
	Iteration 111Q: 3 clusters Score -1.604319e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 146440 members 
Entering Unmasked Estep 
Score: -16043259.000000 Penalty: 3917.146484
	Iteration 112Q: 3 clusters Score -1.604326e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 146696 members 
Entering Unmasked Estep 
Score: -16043321.000000 Penalty: 3917.146484
	Iteration 113Q: 3 clusters Score -1.604332e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 146931 members 
Entering Unmasked Estep 
Score: -16043453.000000 Penalty: 3917.146484
	Iteration 114Q: 3 clusters Score -1.604345e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 147151 members 
Entering Unmasked Estep 
Score: -16043498.000000 Penalty: 3917.146484
	Iteration 115Q: 3 clusters Score -1.60435e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -16043541.000000 Penalty: 3917.146484
	Iteration 116Q: 3 clusters Score -1.604354e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 147521 members 
Entering Unmasked Estep 
Score: -16043576.000000 Penalty: 3917.146484
	Iteration 117Q: 3 clusters Score -1.604358e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 147701 members 
Entering Unmasked Estep 
Score: -16043619.000000 Penalty: 3917.146484
	Iteration 118Q: 3 clusters Score -1.604362e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -16043682.000000 Penalty: 3917.146484
	Iteration 119Q: 3 clusters Score -1.604368e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 148034 members 
Entering Unmasked Estep 
Score: -16043757.000000 Penalty: 3917.146484
	Iteration 120F: 3 clusters Score -1.604376e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 148196 members 
Entering Unmasked Estep 
Score: -16043819.000000 Penalty: 3917.146484
	Iteration 121Q: 3 clusters Score -1.604382e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 148357 members 
Entering Unmasked Estep 
Score: -16043862.000000 Penalty: 3917.146484
	Iteration 122Q: 3 clusters Score -1.604386e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 148509 members 
Entering Unmasked Estep 
Score: -16043908.000000 Penalty: 3917.146484
	Iteration 123Q: 3 clusters Score -1.604391e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 148645 members 
Entering Unmasked Estep 
Score: -16043964.000000 Penalty: 3917.146484
	Iteration 124Q: 3 clusters Score -1.604396e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -16044041.000000 Penalty: 3917.146484
	Iteration 125Q: 3 clusters Score -1.604404e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 148930 members 
Entering Unmasked Estep 
Score: -16044108.000000 Penalty: 3917.146484
	Iteration 126Q: 3 clusters Score -1.604411e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 149082 members 
Entering Unmasked Estep 
Score: -16044185.000000 Penalty: 3917.146484
	Iteration 127Q: 3 clusters Score -1.604418e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -16044263.000000 Penalty: 3917.146484
	Iteration 128Q: 3 clusters Score -1.604426e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 149366 members 
Entering Unmasked Estep 
Score: -16044335.000000 Penalty: 3917.146484
	Iteration 129Q: 3 clusters Score -1.604434e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 149484 members 
Entering Unmasked Estep 
Score: -16044360.000000 Penalty: 3917.146484
	Iteration 130Q: 3 clusters Score -1.604436e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 149589 members 
Entering Unmasked Estep 
Score: -16044371.000000 Penalty: 3917.146484
	Iteration 131Q: 3 clusters Score -1.604437e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 149703 members 
Entering Unmasked Estep 
Score: -16044417.000000 Penalty: 3917.146484
	Iteration 132Q: 3 clusters Score -1.604442e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -16044502.000000 Penalty: 3917.146484
	Iteration 133Q: 3 clusters Score -1.60445e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 149944 members 
Entering Unmasked Estep 
Score: -16044541.000000 Penalty: 3917.146484
	Iteration 134Q: 3 clusters Score -1.604454e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 150089 members 
Entering Unmasked Estep 
Score: -16044613.000000 Penalty: 3917.146484
	Iteration 135Q: 3 clusters Score -1.604461e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 150236 members 
Entering Unmasked Estep 
Score: -16044665.000000 Penalty: 3917.146484
	Iteration 136Q: 3 clusters Score -1.604466e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 150366 members 
Entering Unmasked Estep 
Score: -16044714.000000 Penalty: 3917.146484
	Iteration 137Q: 3 clusters Score -1.604471e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 150503 members 
Entering Unmasked Estep 
Score: -16044776.000000 Penalty: 3917.146484
	Iteration 138Q: 3 clusters Score -1.604478e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -16044810.000000 Penalty: 3917.146484
	Iteration 139Q: 3 clusters Score -1.604481e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -16044849.000000 Penalty: 3917.146484
	Iteration 140F: 3 clusters Score -1.604485e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 150835 members 
Entering Unmasked Estep 
Score: -16044890.000000 Penalty: 3917.146484
	Iteration 141Q: 3 clusters Score -1.604489e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -16044957.000000 Penalty: 3917.146484
	Iteration 142Q: 3 clusters Score -1.604496e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 151058 members 
Entering Unmasked Estep 
Score: -16045011.000000 Penalty: 3917.146484
	Iteration 143Q: 3 clusters Score -1.604501e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -16045050.000000 Penalty: 3917.146484
	Iteration 144Q: 3 clusters Score -1.604505e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -16045098.000000 Penalty: 3917.146484
	Iteration 145Q: 3 clusters Score -1.60451e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 151425 members 
Entering Unmasked Estep 
Score: -16045149.000000 Penalty: 3917.146484
	Iteration 146Q: 3 clusters Score -1.604515e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 151557 members 
Entering Unmasked Estep 
Score: -16045221.000000 Penalty: 3917.146484
	Iteration 147Q: 3 clusters Score -1.604522e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 151676 members 
Entering Unmasked Estep 
Score: -16045298.000000 Penalty: 3917.146484
	Iteration 148Q: 3 clusters Score -1.60453e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -16045334.000000 Penalty: 3917.146484
	Iteration 149Q: 3 clusters Score -1.604533e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 151925 members 
Entering Unmasked Estep 
Score: -16045424.000000 Penalty: 3917.146484
	Iteration 150Q: 3 clusters Score -1.604542e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 152064 members 
Entering Unmasked Estep 
Score: -16045482.000000 Penalty: 3917.146484
	Iteration 151Q: 3 clusters Score -1.604548e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -16045516.000000 Penalty: 3917.146484
	Iteration 152Q: 3 clusters Score -1.604552e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -16045605.000000 Penalty: 3917.146484
	Iteration 153Q: 3 clusters Score -1.60456e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -16045638.000000 Penalty: 3917.146484
	Iteration 154Q: 3 clusters Score -1.604564e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 152770 members 
Entering Unmasked Estep 
Score: -16045703.000000 Penalty: 3917.146484
	Iteration 155Q: 3 clusters Score -1.60457e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -16045772.000000 Penalty: 3917.146484
	Iteration 156Q: 3 clusters Score -1.604577e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -16045845.000000 Penalty: 3917.146484
	Iteration 157Q: 3 clusters Score -1.604584e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -16045878.000000 Penalty: 3917.146484
	Iteration 158Q: 3 clusters Score -1.604588e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 153597 members 
Entering Unmasked Estep 
Score: -16045910.000000 Penalty: 3917.146484
	Iteration 159Q: 3 clusters Score -1.604591e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -16045996.000000 Penalty: 3917.146484
	Iteration 160F: 3 clusters Score -1.6046e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -16046076.000000 Penalty: 3917.146484
	Iteration 161Q: 3 clusters Score -1.604608e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -16046178.000000 Penalty: 3917.146484
	Iteration 162Q: 3 clusters Score -1.604618e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 154438 members 
Entering Unmasked Estep 
Score: -16046199.000000 Penalty: 3917.146484
	Iteration 163Q: 3 clusters Score -1.60462e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 154651 members 
Entering Unmasked Estep 
Score: -16046286.000000 Penalty: 3917.146484
	Iteration 164Q: 3 clusters Score -1.604629e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -16046411.000000 Penalty: 3917.146484
	Iteration 165Q: 3 clusters Score -1.604641e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -16046512.000000 Penalty: 3917.146484
	Iteration 166Q: 3 clusters Score -1.604651e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 155286 members 
Entering Unmasked Estep 
Score: -16046555.000000 Penalty: 3917.146484
	Iteration 167Q: 3 clusters Score -1.604656e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 155458 members 
Entering Unmasked Estep 
Score: -16046585.000000 Penalty: 3917.146484
	Iteration 168Q: 3 clusters Score -1.604658e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 155616 members 
Entering Unmasked Estep 
Score: -16046660.000000 Penalty: 3917.146484
	Iteration 169Q: 3 clusters Score -1.604666e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 155782 members 
Entering Unmasked Estep 
Score: -16046755.000000 Penalty: 3917.146484
	Iteration 170Q: 3 clusters Score -1.604676e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -16046797.000000 Penalty: 3917.146484
	Iteration 171Q: 3 clusters Score -1.60468e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -16046848.000000 Penalty: 3917.146484
	Iteration 172Q: 3 clusters Score -1.604685e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 156314 members 
Entering Unmasked Estep 
Score: -16046908.000000 Penalty: 3917.146484
	Iteration 173Q: 3 clusters Score -1.604691e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 156463 members 
Entering Unmasked Estep 
Score: -16046948.000000 Penalty: 3917.146484
	Iteration 174Q: 3 clusters Score -1.604695e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 156615 members 
Entering Unmasked Estep 
Score: -16046997.000000 Penalty: 3917.146484
	Iteration 175Q: 3 clusters Score -1.6047e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -16047023.000000 Penalty: 3917.146484
	Iteration 176Q: 3 clusters Score -1.604702e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 156967 members 
Entering Unmasked Estep 
Score: -16047047.000000 Penalty: 3917.146484
	Iteration 177Q: 3 clusters Score -1.604705e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -16047080.000000 Penalty: 3917.146484
	Iteration 178Q: 3 clusters Score -1.604708e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 157360 members 
Entering Unmasked Estep 
Score: -16047134.000000 Penalty: 3917.146484
	Iteration 179Q: 3 clusters Score -1.604713e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 157553 members 
Entering Unmasked Estep 
Score: -16047166.000000 Penalty: 3917.146484
	Iteration 180F: 3 clusters Score -1.604717e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -16047171.000000 Penalty: 3917.146484
	Iteration 181Q: 3 clusters Score -1.604717e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 157911 members 
Entering Unmasked Estep 
Score: -16047214.000000 Penalty: 3917.146484
	Iteration 182Q: 3 clusters Score -1.604721e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 158086 members 
Entering Unmasked Estep 
Score: -16047244.000000 Penalty: 3917.146484
	Iteration 183Q: 3 clusters Score -1.604724e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 158247 members 
Entering Unmasked Estep 
Score: -16047313.000000 Penalty: 3917.146484
	Iteration 184Q: 3 clusters Score -1.604731e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -16047347.000000 Penalty: 3917.146484
	Iteration 185Q: 3 clusters Score -1.604735e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 158566 members 
Entering Unmasked Estep 
Score: -16047334.000000 Penalty: 3917.146484
	Iteration 186Q: 3 clusters Score -1.604733e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 158693 members 
Entering Unmasked Estep 
Score: -16047392.000000 Penalty: 3917.146484
	Iteration 187Q: 3 clusters Score -1.604739e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 158818 members 
Entering Unmasked Estep 
Score: -16047401.000000 Penalty: 3917.146484
	Iteration 188Q: 3 clusters Score -1.60474e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -16047423.000000 Penalty: 3917.146484
	Iteration 189Q: 3 clusters Score -1.604742e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 159071 members 
Entering Unmasked Estep 
Score: -16047459.000000 Penalty: 3917.146484
	Iteration 190Q: 3 clusters Score -1.604746e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -16047453.000000 Penalty: 3917.146484
	Iteration 191Q: 3 clusters Score -1.604745e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -16047443.000000 Penalty: 3917.146484
	Iteration 192Q: 3 clusters Score -1.604744e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -16047424.000000 Penalty: 3917.146484
	Iteration 193Q: 3 clusters Score -1.604742e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 159554 members 
Entering Unmasked Estep 
Score: -16047473.000000 Penalty: 3917.146484
	Iteration 194Q: 3 clusters Score -1.604747e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 159680 members 
Entering Unmasked Estep 
Score: -16047486.000000 Penalty: 3917.146484
	Iteration 195Q: 3 clusters Score -1.604749e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 159828 members 
Entering Unmasked Estep 
Score: -16047484.000000 Penalty: 3917.146484
	Iteration 196Q: 3 clusters Score -1.604748e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 159978 members 
Entering Unmasked Estep 
Score: -16047517.000000 Penalty: 3917.146484
	Iteration 197Q: 3 clusters Score -1.604752e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -16047561.000000 Penalty: 3917.146484
	Iteration 198Q: 3 clusters Score -1.604756e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 160275 members 
Entering Unmasked Estep 
Score: -16047578.000000 Penalty: 3917.146484
	Iteration 199Q: 3 clusters Score -1.604758e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 160415 members 
Entering Unmasked Estep 
Score: -16047608.000000 Penalty: 3917.146484
	Iteration 200F: 3 clusters Score -1.604761e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 160560 members 
Entering Unmasked Estep 
Score: -16047586.000000 Penalty: 3917.146484
	Iteration 201Q: 3 clusters Score -1.604759e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -16047633.000000 Penalty: 3917.146484
	Iteration 202Q: 3 clusters Score -1.604763e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -16047673.000000 Penalty: 3917.146484
	Iteration 203Q: 3 clusters Score -1.604767e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 161022 members 
Entering Unmasked Estep 
Score: -16047705.000000 Penalty: 3917.146484
	Iteration 204Q: 3 clusters Score -1.60477e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -16047735.000000 Penalty: 3917.146484
	Iteration 205Q: 3 clusters Score -1.604774e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -16047701.000000 Penalty: 3917.146484
	Iteration 206Q: 3 clusters Score -1.60477e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -16047701.000000 Penalty: 3917.146484
	Iteration 207Q: 3 clusters Score -1.60477e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -16047732.000000 Penalty: 3917.146484
	Iteration 208Q: 3 clusters Score -1.604773e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -16047748.000000 Penalty: 3917.146484
	Iteration 209Q: 3 clusters Score -1.604775e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -16047752.000000 Penalty: 3917.146484
	Iteration 210Q: 3 clusters Score -1.604775e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 162050 members 
Entering Unmasked Estep 
Score: -16047758.000000 Penalty: 3917.146484
	Iteration 211Q: 3 clusters Score -1.604776e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 162197 members 
Entering Unmasked Estep 
Score: -16047765.000000 Penalty: 3917.146484
	Iteration 212Q: 3 clusters Score -1.604776e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 162329 members 
Entering Unmasked Estep 
Score: -16047784.000000 Penalty: 3917.146484
	Iteration 213Q: 3 clusters Score -1.604778e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -16047761.000000 Penalty: 3917.146484
	Iteration 214Q: 3 clusters Score -1.604776e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 162583 members 
Entering Unmasked Estep 
Score: -16047800.000000 Penalty: 3917.146484
	Iteration 215Q: 3 clusters Score -1.60478e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 162711 members 
Entering Unmasked Estep 
Score: -16047808.000000 Penalty: 3917.146484
	Iteration 216Q: 3 clusters Score -1.604781e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 162870 members 
Entering Unmasked Estep 
Score: -16047836.000000 Penalty: 3917.146484
	Iteration 217Q: 3 clusters Score -1.604784e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 163023 members 
Entering Unmasked Estep 
Score: -16047864.000000 Penalty: 3917.146484
	Iteration 218Q: 3 clusters Score -1.604786e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 163169 members 
Entering Unmasked Estep 
Score: -16047843.000000 Penalty: 3917.146484
	Iteration 219Q: 3 clusters Score -1.604784e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -16047898.000000 Penalty: 3917.146484
	Iteration 220F: 3 clusters Score -1.60479e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -16047906.000000 Penalty: 3917.146484
	Iteration 221Q: 3 clusters Score -1.604791e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 163591 members 
Entering Unmasked Estep 
Score: -16047902.000000 Penalty: 3917.146484
	Iteration 222Q: 3 clusters Score -1.60479e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 163731 members 
Entering Unmasked Estep 
Score: -16047924.000000 Penalty: 3917.146484
	Iteration 223Q: 3 clusters Score -1.604792e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -16047938.000000 Penalty: 3917.146484
	Iteration 224Q: 3 clusters Score -1.604794e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 163993 members 
Entering Unmasked Estep 
Score: -16047927.000000 Penalty: 3917.146484
	Iteration 225Q: 3 clusters Score -1.604793e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 164132 members 
Entering Unmasked Estep 
Score: -16047933.000000 Penalty: 3917.146484
	Iteration 226Q: 3 clusters Score -1.604793e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 164260 members 
Entering Unmasked Estep 
Score: -16047942.000000 Penalty: 3917.146484
	Iteration 227Q: 3 clusters Score -1.604794e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 164370 members 
Entering Unmasked Estep 
Score: -16047968.000000 Penalty: 3917.146484
	Iteration 228Q: 3 clusters Score -1.604797e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -16047993.000000 Penalty: 3917.146484
	Iteration 229Q: 3 clusters Score -1.604799e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -16048010.000000 Penalty: 3917.146484
	Iteration 230Q: 3 clusters Score -1.604801e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 164718 members 
Entering Unmasked Estep 
Score: -16047988.000000 Penalty: 3917.146484
	Iteration 231Q: 3 clusters Score -1.604799e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 164832 members 
Entering Unmasked Estep 
Score: -16047994.000000 Penalty: 3917.146484
	Iteration 232Q: 3 clusters Score -1.604799e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -16047975.000000 Penalty: 3917.146484
	Iteration 233Q: 3 clusters Score -1.604798e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -16047950.000000 Penalty: 3917.146484
	Iteration 234Q: 3 clusters Score -1.604795e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 165154 members 
Entering Unmasked Estep 
Score: -16047948.000000 Penalty: 3917.146484
	Iteration 235Q: 3 clusters Score -1.604795e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -16047957.000000 Penalty: 3917.146484
	Iteration 236Q: 3 clusters Score -1.604796e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -16047980.000000 Penalty: 3917.146484
	Iteration 237Q: 3 clusters Score -1.604798e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -16047967.000000 Penalty: 3917.146484
	Iteration 238Q: 3 clusters Score -1.604797e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -16047974.000000 Penalty: 3917.146484
	Iteration 239Q: 3 clusters Score -1.604797e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 165574 members 
Entering Unmasked Estep 
Score: -16047965.000000 Penalty: 3917.146484
	Iteration 240F: 3 clusters Score -1.604796e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -16047953.000000 Penalty: 3917.146484
	Iteration 241Q: 3 clusters Score -1.604795e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 165725 members 
Entering Unmasked Estep 
Score: -16047963.000000 Penalty: 3917.146484
	Iteration 242Q: 3 clusters Score -1.604796e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 165813 members 
Entering Unmasked Estep 
Score: -16047959.000000 Penalty: 3917.146484
	Iteration 243Q: 3 clusters Score -1.604796e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 165906 members 
Entering Unmasked Estep 
Score: -16047954.000000 Penalty: 3917.146484
	Iteration 244Q: 3 clusters Score -1.604795e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 166016 members 
Entering Unmasked Estep 
Score: -16047936.000000 Penalty: 3917.146484
	Iteration 245Q: 3 clusters Score -1.604794e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -16047946.000000 Penalty: 3917.146484
	Iteration 246Q: 3 clusters Score -1.604795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 166182 members 
Entering Unmasked Estep 
Score: -16047965.000000 Penalty: 3917.146484
	Iteration 247Q: 3 clusters Score -1.604796e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 166268 members 
Entering Unmasked Estep 
Score: -16047968.000000 Penalty: 3917.146484
	Iteration 248Q: 3 clusters Score -1.604797e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 166360 members 
Entering Unmasked Estep 
Score: -16047962.000000 Penalty: 3917.146484
	Iteration 249Q: 3 clusters Score -1.604796e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -16047984.000000 Penalty: 3917.146484
	Iteration 250Q: 3 clusters Score -1.604798e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 166511 members 
Entering Unmasked Estep 
Score: -16048000.000000 Penalty: 3917.146484
	Iteration 251Q: 3 clusters Score -1.6048e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 166577 members 
Entering Unmasked Estep 
Score: -16048006.000000 Penalty: 3917.146484
	Iteration 252Q: 3 clusters Score -1.604801e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -16048009.000000 Penalty: 3917.146484
	Iteration 253Q: 3 clusters Score -1.604801e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 166737 members 
Entering Unmasked Estep 
Score: -16048035.000000 Penalty: 3917.146484
	Iteration 254Q: 3 clusters Score -1.604804e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 166806 members 
Entering Unmasked Estep 
Score: -16048073.000000 Penalty: 3917.146484
	Iteration 255Q: 3 clusters Score -1.604807e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -16048066.000000 Penalty: 3917.146484
	Iteration 256Q: 3 clusters Score -1.604807e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 166936 members 
Entering Unmasked Estep 
Score: -16048066.000000 Penalty: 3917.146484
	Iteration 257Q: 3 clusters Score -1.604807e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -16048047.000000 Penalty: 3917.146484
	Iteration 258Q: 3 clusters Score -1.604805e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 167030 members 
Entering Unmasked Estep 
Score: -16048034.000000 Penalty: 3917.146484
	Iteration 259Q: 3 clusters Score -1.604803e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 167071 members 
Entering Unmasked Estep 
Score: -16048036.000000 Penalty: 3917.146484
	Iteration 260F: 3 clusters Score -1.604804e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -16048029.000000 Penalty: 3917.146484
	Iteration 261Q: 3 clusters Score -1.604803e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 167166 members 
Entering Unmasked Estep 
Score: -16048030.000000 Penalty: 3917.146484
	Iteration 262Q: 3 clusters Score -1.604803e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 167208 members 
Entering Unmasked Estep 
Score: -16048051.000000 Penalty: 3917.146484
	Iteration 263Q: 3 clusters Score -1.604805e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 167257 members 
Entering Unmasked Estep 
Score: -16048044.000000 Penalty: 3917.146484
	Iteration 264Q: 3 clusters Score -1.604804e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 167304 members 
Entering Unmasked Estep 
Score: -16048019.000000 Penalty: 3917.146484
	Iteration 265Q: 3 clusters Score -1.604802e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 167358 members 
Entering Unmasked Estep 
Score: -16047999.000000 Penalty: 3917.146484
	Iteration 266Q: 3 clusters Score -1.6048e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 167413 members 
Entering Unmasked Estep 
Score: -16048024.000000 Penalty: 3917.146484
	Iteration 267Q: 3 clusters Score -1.604802e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 167468 members 
Entering Unmasked Estep 
Score: -16048020.000000 Penalty: 3917.146484
	Iteration 268Q: 3 clusters Score -1.604802e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 167526 members 
Entering Unmasked Estep 
Score: -16048017.000000 Penalty: 3917.146484
	Iteration 269Q: 3 clusters Score -1.604802e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -16048018.000000 Penalty: 3917.146484
	Iteration 270Q: 3 clusters Score -1.604802e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 167629 members 
Entering Unmasked Estep 
Score: -16048028.000000 Penalty: 3917.146484
	Iteration 271Q: 3 clusters Score -1.604803e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -16048019.000000 Penalty: 3917.146484
	Iteration 272Q: 3 clusters Score -1.604802e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 167732 members 
Entering Unmasked Estep 
Score: -16048048.000000 Penalty: 3917.146484
	Iteration 273Q: 3 clusters Score -1.604805e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 167786 members 
Entering Unmasked Estep 
Score: -16048038.000000 Penalty: 3917.146484
	Iteration 274Q: 3 clusters Score -1.604804e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 167846 members 
Entering Unmasked Estep 
Score: -16048008.000000 Penalty: 3917.146484
	Iteration 275Q: 3 clusters Score -1.604801e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -16048008.000000 Penalty: 3917.146484
	Iteration 276Q: 3 clusters Score -1.604801e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -16048016.000000 Penalty: 3917.146484
	Iteration 277Q: 3 clusters Score -1.604802e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 167979 members 
Entering Unmasked Estep 
Score: -16048011.000000 Penalty: 3917.146484
	Iteration 278Q: 3 clusters Score -1.604801e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 168037 members 
Entering Unmasked Estep 
Score: -16048005.000000 Penalty: 3917.146484
	Iteration 279Q: 3 clusters Score -1.6048e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -16048005.000000 Penalty: 3917.146484
	Iteration 280F: 3 clusters Score -1.6048e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -16048016.000000 Penalty: 3917.146484
	Iteration 281Q: 3 clusters Score -1.604802e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 168202 members 
Entering Unmasked Estep 
Score: -16048040.000000 Penalty: 3917.146484
	Iteration 282Q: 3 clusters Score -1.604804e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
Score: -16048038.000000 Penalty: 3917.146484
	Iteration 283Q: 3 clusters Score -1.604804e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -16048049.000000 Penalty: 3917.146484
	Iteration 284Q: 3 clusters Score -1.604805e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -16048068.000000 Penalty: 3917.146484
	Iteration 285Q: 3 clusters Score -1.604807e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 168448 members 
Entering Unmasked Estep 
Score: -16048075.000000 Penalty: 3917.146484
	Iteration 286Q: 3 clusters Score -1.604808e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -16048087.000000 Penalty: 3917.146484
	Iteration 287Q: 3 clusters Score -1.604809e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 168545 members 
Entering Unmasked Estep 
Score: -16048075.000000 Penalty: 3917.146484
	Iteration 288Q: 3 clusters Score -1.604808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 168584 members 
Entering Unmasked Estep 
Score: -16048068.000000 Penalty: 3917.146484
	Iteration 289Q: 3 clusters Score -1.604807e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 168623 members 
Entering Unmasked Estep 
Score: -16048083.000000 Penalty: 3917.146484
	Iteration 290Q: 3 clusters Score -1.604808e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 168658 members 
Entering Unmasked Estep 
Score: -16048085.000000 Penalty: 3917.146484
	Iteration 291Q: 3 clusters Score -1.604808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -16048070.000000 Penalty: 3917.146484
	Iteration 292Q: 3 clusters Score -1.604807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 168712 members 
Entering Unmasked Estep 
Score: -16048100.000000 Penalty: 3917.146484
	Iteration 293Q: 3 clusters Score -1.60481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 168737 members 
Entering Unmasked Estep 
Score: -16048106.000000 Penalty: 3917.146484
	Iteration 294Q: 3 clusters Score -1.604811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 168757 members 
Entering Unmasked Estep 
Score: -16048097.000000 Penalty: 3917.146484
	Iteration 295Q: 3 clusters Score -1.60481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 168782 members 
Entering Unmasked Estep 
Score: -16048104.000000 Penalty: 3917.146484
	Iteration 296Q: 3 clusters Score -1.60481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -16048094.000000 Penalty: 3917.146484
	Iteration 297Q: 3 clusters Score -1.604809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 168830 members 
Entering Unmasked Estep 
Score: -16048091.000000 Penalty: 3917.146484
	Iteration 298Q: 3 clusters Score -1.604809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -16048110.000000 Penalty: 3917.146484
	Iteration 299Q: 3 clusters Score -1.604811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 168869 members 
Entering Unmasked Estep 
Score: -16048112.000000 Penalty: 3917.146484
	Iteration 300F: 3 clusters Score -1.604811e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 168893 members 
Entering Unmasked Estep 
Score: -16048112.000000 Penalty: 3917.146484
	Iteration 301Q: 3 clusters Score -1.604811e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 168924 members 
Entering Unmasked Estep 
Score: -16048118.000000 Penalty: 3917.146484
	Iteration 302Q: 3 clusters Score -1.604812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 168951 members 
Entering Unmasked Estep 
Score: -16048122.000000 Penalty: 3917.146484
	Iteration 303Q: 3 clusters Score -1.604812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 168973 members 
Entering Unmasked Estep 
Score: -16048124.000000 Penalty: 3917.146484
	Iteration 304Q: 3 clusters Score -1.604812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 169001 members 
Entering Unmasked Estep 
Score: -16048124.000000 Penalty: 3917.146484
	Iteration 305Q: 3 clusters Score -1.604812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 169016 members 
Entering Unmasked Estep 
Score: -16048123.000000 Penalty: 3917.146484
	Iteration 306Q: 3 clusters Score -1.604812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 169031 members 
Entering Unmasked Estep 
Score: -16048119.000000 Penalty: 3917.146484
	Iteration 307Q: 3 clusters Score -1.604812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 169053 members 
Entering Unmasked Estep 
Score: -16048139.000000 Penalty: 3917.146484
	Iteration 308Q: 3 clusters Score -1.604814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 169070 members 
Entering Unmasked Estep 
Score: -16048119.000000 Penalty: 3917.146484
	Iteration 309Q: 3 clusters Score -1.604812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -16048128.000000 Penalty: 3917.146484
	Iteration 310Q: 3 clusters Score -1.604813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 169091 members 
Entering Unmasked Estep 
Score: -16048120.000000 Penalty: 3917.146484
	Iteration 311Q: 3 clusters Score -1.604812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 169103 members 
Entering Unmasked Estep 
Score: -16048109.000000 Penalty: 3917.146484
	Iteration 312Q: 3 clusters Score -1.604811e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 169118 members 
Entering Unmasked Estep 
Score: -16048102.000000 Penalty: 3917.146484
	Iteration 313Q: 3 clusters Score -1.60481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -16048105.000000 Penalty: 3917.146484
	Iteration 314Q: 3 clusters Score -1.60481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -16048097.000000 Penalty: 3917.146484
	Iteration 315Q: 3 clusters Score -1.60481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 169163 members 
Entering Unmasked Estep 
Score: -16048091.000000 Penalty: 3917.146484
	Iteration 316Q: 3 clusters Score -1.604809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 169177 members 
Entering Unmasked Estep 
Score: -16048064.000000 Penalty: 3917.146484
	Iteration 317Q: 3 clusters Score -1.604806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -16048055.000000 Penalty: 3917.146484
	Iteration 318Q: 3 clusters Score -1.604806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 169198 members 
Entering Unmasked Estep 
Score: -16048058.000000 Penalty: 3917.146484
	Iteration 319Q: 3 clusters Score -1.604806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 169211 members 
Entering Unmasked Estep 
Score: -16048039.000000 Penalty: 3917.146484
	Iteration 320F: 3 clusters Score -1.604804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 169227 members 
Entering Unmasked Estep 
Score: -16048061.000000 Penalty: 3917.146484
	Iteration 321Q: 3 clusters Score -1.604806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 169242 members 
Entering Unmasked Estep 
Score: -16048067.000000 Penalty: 3917.146484
	Iteration 322Q: 3 clusters Score -1.604807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 169250 members 
Entering Unmasked Estep 
Score: -16048064.000000 Penalty: 3917.146484
	Iteration 323Q: 3 clusters Score -1.604806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 169261 members 
Entering Unmasked Estep 
Score: -16048069.000000 Penalty: 3917.146484
	Iteration 324Q: 3 clusters Score -1.604807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 169270 members 
Entering Unmasked Estep 
Score: -16048059.000000 Penalty: 3917.146484
	Iteration 325Q: 3 clusters Score -1.604806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 169281 members 
Entering Unmasked Estep 
Score: -16048064.000000 Penalty: 3917.146484
	Iteration 326Q: 3 clusters Score -1.604806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -16048076.000000 Penalty: 3917.146484
	Iteration 327Q: 3 clusters Score -1.604808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 169300 members 
Entering Unmasked Estep 
Score: -16048085.000000 Penalty: 3917.146484
	Iteration 328Q: 3 clusters Score -1.604808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 169305 members 
Entering Unmasked Estep 
Score: -16048087.000000 Penalty: 3917.146484
	Iteration 329Q: 3 clusters Score -1.604809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 169306 members 
Entering Unmasked Estep 
Score: -16048084.000000 Penalty: 3917.146484
	Iteration 330Q: 3 clusters Score -1.604808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 169308 members 
Entering Unmasked Estep 
Score: -16048086.000000 Penalty: 3917.146484
	Iteration 331Q: 3 clusters Score -1.604809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 169309 members 
Entering Unmasked Estep 
Score: -16048085.000000 Penalty: 3917.146484
	Iteration 332Q: 3 clusters Score -1.604808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 169312 members 
Entering Unmasked Estep 
Score: -16048094.000000 Penalty: 3917.146484
	Iteration 333Q: 3 clusters Score -1.604809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 169313 members 
Entering Unmasked Estep 
Score: -16048090.000000 Penalty: 3917.146484
	Iteration 334Q: 3 clusters Score -1.604809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -16048084.000000 Penalty: 3917.146484
	Iteration 335Q: 3 clusters Score -1.604808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -16048085.000000 Penalty: 3917.146484
	Iteration 336Q: 3 clusters Score -1.604808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -16048085.000000 Penalty: 3917.146484
	Iteration 337F: 3 clusters Score -1.604808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Entering Unmasked Estep 
Score: -2837236.500000 Penalty: 1682.347168
	Iteration 0F: 2 clusters Score -2837236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2816063.250000 Penalty: 3364.694336
	Iteration 0F: 3 clusters Score -2816063 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2824083.750000 Penalty: 3364.694336
	Iteration 1F: 3 clusters Score -2824084 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2824572.500000 Penalty: 3364.694336
	Iteration 2Q: 3 clusters Score -2824572 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2825229.500000 Penalty: 3364.694336
	Iteration 3F: 3 clusters Score -2825230 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2826176.500000 Penalty: 3364.694336
	Iteration 4F: 3 clusters Score -2826176 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2827490.250000 Penalty: 3364.694336
	Iteration 5F: 3 clusters Score -2827490 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2829169.500000 Penalty: 3364.694336
	Iteration 6F: 3 clusters Score -2829170 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2830950.000000 Penalty: 3364.694336
	Iteration 7F: 3 clusters Score -2830950 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -2832443.250000 Penalty: 3364.694336
	Iteration 8F: 3 clusters Score -2832443 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -2833570.750000 Penalty: 3364.694336
	Iteration 9Q: 3 clusters Score -2833571 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -2834356.250000 Penalty: 3364.694336
	Iteration 10Q: 3 clusters Score -2834356 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -2834814.500000 Penalty: 3364.694336
	Iteration 11Q: 3 clusters Score -2834814 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -2835107.750000 Penalty: 3364.694336
	Iteration 12Q: 3 clusters Score -2835108 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -2835342.500000 Penalty: 3364.694336
	Iteration 13Q: 3 clusters Score -2835342 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -2835479.500000 Penalty: 3364.694336
	Iteration 14Q: 3 clusters Score -2835480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -2835543.750000 Penalty: 3364.694336
	Iteration 15Q: 3 clusters Score -2835544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -2835610.000000 Penalty: 3364.694336
	Iteration 16Q: 3 clusters Score -2835610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -2835671.500000 Penalty: 3364.694336
	Iteration 17Q: 3 clusters Score -2835672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -2835719.750000 Penalty: 3364.694336
	Iteration 18Q: 3 clusters Score -2835720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -2835737.000000 Penalty: 3364.694336
	Iteration 19Q: 3 clusters Score -2835737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -2835755.750000 Penalty: 3364.694336
	Iteration 20F: 3 clusters Score -2835756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -2835773.500000 Penalty: 3364.694336
	Iteration 21Q: 3 clusters Score -2835774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -2835788.500000 Penalty: 3364.694336
	Iteration 22Q: 3 clusters Score -2835788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -2835797.250000 Penalty: 3364.694336
	Iteration 23Q: 3 clusters Score -2835797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -2835803.750000 Penalty: 3364.694336
	Iteration 24Q: 3 clusters Score -2835804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -2835816.250000 Penalty: 3364.694336
	Iteration 25Q: 3 clusters Score -2835816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -2835822.750000 Penalty: 3364.694336
	Iteration 26Q: 3 clusters Score -2835823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -2835834.250000 Penalty: 3364.694336
	Iteration 27Q: 3 clusters Score -2835834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -2835838.000000 Penalty: 3364.694336
	Iteration 28Q: 3 clusters Score -2835838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -2835843.250000 Penalty: 3364.694336
	Iteration 29Q: 3 clusters Score -2835843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -2835842.000000 Penalty: 3364.694336
	Iteration 30Q: 3 clusters Score -2835842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -2835840.750000 Penalty: 3364.694336
	Iteration 31Q: 3 clusters Score -2835841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -2835850.500000 Penalty: 3364.694336
	Iteration 32Q: 3 clusters Score -2835850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -2835850.000000 Penalty: 3364.694336
	Iteration 33Q: 3 clusters Score -2835850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -2835849.750000 Penalty: 3364.694336
	Iteration 34Q: 3 clusters Score -2835850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -2835853.250000 Penalty: 3364.694336
	Iteration 35Q: 3 clusters Score -2835853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -2835853.250000 Penalty: 3364.694336
	Iteration 36F: 3 clusters Score -2835853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -11028.324219 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -11028.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10333.907227 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -10333.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10625.926758 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -10625.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10727.100586 Penalty: 1814.636230
	Iteration 2F: 3 clusters Score -10727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10735.674805 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -10735.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10736.802734 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -10736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10736.802734 Penalty: 1814.636230
	Iteration 5F: 3 clusters Score -10736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -15662.861328 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -15662.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14939.121094 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -14939.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15067.351562 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -15067.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15111.205078 Penalty: 1789.232788
	Iteration 2F: 3 clusters Score -15111.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15122.938477 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -15122.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15127.545898 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -15127.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15136.899414 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -15136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15144.335938 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -15144.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15146.055664 Penalty: 1789.232788
	Iteration 7Q: 3 clusters Score -15146.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15146.055664 Penalty: 1789.232788
	Iteration 8F: 3 clusters Score -15146.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122625 members 
Mstep: Class 6 contains 5877 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148284 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167495 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34065 members 
Mstep: Class 13 contains 12066 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 171572 members 
Mstep: Class 19 contains 31348 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454296.000000 Penalty: 46052.835938
Iteration 119Q: 22 clusters Score -6.64543e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122538 members 
Mstep: Class 6 contains 5857 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148291 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167495 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34051 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 4314 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 171644 members 
Mstep: Class 19 contains 31320 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454436.000000 Penalty: 46052.835938
Iteration 120F: 22 clusters Score -6.645444e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122442 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148315 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167500 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34029 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 639 members 
Mstep: Class 17 contains 4385 members 
Mstep: Class 18 contains 171695 members 
Mstep: Class 19 contains 31288 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454424.000000 Penalty: 46052.835938
Iteration 121Q: 22 clusters Score -6.645442e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9714 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122344 members 
Mstep: Class 6 contains 5811 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148352 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167511 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 34013 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 3667 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 638 members 
Mstep: Class 17 contains 4520 members 
Mstep: Class 18 contains 171725 members 
Mstep: Class 19 contains 31257 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454408.000000 Penalty: 46052.835938
Iteration 122Q: 22 clusters Score -6.645441e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122269 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148370 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167516 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33990 members 
Mstep: Class 13 contains 12069 members 
Mstep: Class 14 contains 3667 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 4642 members 
Mstep: Class 18 contains 171766 members 
Mstep: Class 19 contains 31243 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454472.000000 Penalty: 46052.835938
Iteration 123Q: 22 clusters Score -6.645447e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9707 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122189 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148386 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167523 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33978 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 3667 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 4745 members 
Mstep: Class 18 contains 171815 members 
Mstep: Class 19 contains 31215 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454580.000000 Penalty: 46052.835938
Iteration 124Q: 22 clusters Score -6.645458e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9705 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122114 members 
Mstep: Class 6 contains 5732 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148387 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167541 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33966 members 
Mstep: Class 13 contains 12070 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 171852 members 
Mstep: Class 19 contains 31185 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454628.000000 Penalty: 46052.835938
Iteration 125Q: 22 clusters Score -6.645463e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 122053 members 
Mstep: Class 6 contains 5710 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148383 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167557 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33949 members 
Mstep: Class 13 contains 12070 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 171902 members 
Mstep: Class 19 contains 31149 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454576.000000 Penalty: 46052.835938
Iteration 126Q: 22 clusters Score -6.645458e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121984 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148383 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167575 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33923 members 
Mstep: Class 13 contains 12069 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5048 members 
Mstep: Class 18 contains 171967 members 
Mstep: Class 19 contains 31093 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454692.000000 Penalty: 46052.835938
Iteration 127Q: 22 clusters Score -6.645469e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121900 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148384 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167605 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33895 members 
Mstep: Class 13 contains 12069 members 
Mstep: Class 14 contains 3669 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 172017 members 
Mstep: Class 19 contains 31042 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454828.000000 Penalty: 46052.835938
Iteration 128Q: 22 clusters Score -6.645483e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121819 members 
Mstep: Class 6 contains 5661 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148379 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167645 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33875 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5268 members 
Mstep: Class 18 contains 172037 members 
Mstep: Class 19 contains 31010 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454836.000000 Penalty: 46052.835938
Iteration 129Q: 22 clusters Score -6.645484e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121756 members 
Mstep: Class 6 contains 5649 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148369 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167662 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33854 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 18 contains 172068 members 
Mstep: Class 19 contains 30979 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454916.000000 Penalty: 46052.835938
Iteration 130Q: 22 clusters Score -6.645492e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121691 members 
Mstep: Class 6 contains 5635 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148355 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167690 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33838 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 172095 members 
Mstep: Class 19 contains 30948 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455064.000000 Penalty: 46052.835938
Iteration 131Q: 22 clusters Score -6.645506e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121647 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148345 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167693 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33825 members 
Mstep: Class 13 contains 12070 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 18 contains 172116 members 
Mstep: Class 19 contains 30920 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455028.000000 Penalty: 46052.835938
Iteration 132Q: 22 clusters Score -6.645503e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121589 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148340 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167688 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33811 members 
Mstep: Class 13 contains 12072 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 4321 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5702 members 
Mstep: Class 18 contains 172138 members 
Mstep: Class 19 contains 30924 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455060.000000 Penalty: 46052.835938
Iteration 133Q: 22 clusters Score -6.645506e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121526 members 
Mstep: Class 6 contains 5582 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148340 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167687 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33805 members 
Mstep: Class 13 contains 12072 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5799 members 
Mstep: Class 18 contains 172157 members 
Mstep: Class 19 contains 30918 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455072.000000 Penalty: 46052.835938
Iteration 134Q: 22 clusters Score -6.645507e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121461 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148322 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167696 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33799 members 
Mstep: Class 13 contains 12073 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 5905 members 
Mstep: Class 18 contains 172175 members 
Mstep: Class 19 contains 30919 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454968.000000 Penalty: 46052.835938
Iteration 135Q: 22 clusters Score -6.645497e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121393 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148293 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167691 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33797 members 
Mstep: Class 13 contains 12079 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6004 members 
Mstep: Class 18 contains 172222 members 
Mstep: Class 19 contains 30908 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455008.000000 Penalty: 46052.835938
Iteration 136Q: 22 clusters Score -6.645501e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121330 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148260 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167692 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33800 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 172276 members 
Mstep: Class 19 contains 30871 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455076.000000 Penalty: 46052.835938
Iteration 137Q: 22 clusters Score -6.645508e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121262 members 
Mstep: Class 6 contains 5488 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 148219 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167707 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33793 members 
Mstep: Class 13 contains 12082 members 
Mstep: Class 14 contains 3677 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6287 members 
Mstep: Class 18 contains 172321 members 
Mstep: Class 19 contains 30851 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455252.000000 Penalty: 46052.835938
Iteration 138Q: 22 clusters Score -6.645525e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121200 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148177 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167716 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33782 members 
Mstep: Class 13 contains 12084 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 172386 members 
Mstep: Class 19 contains 30826 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455176.000000 Penalty: 46052.835938
Iteration 139Q: 22 clusters Score -6.645518e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121143 members 
Mstep: Class 6 contains 5434 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 148117 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167746 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33771 members 
Mstep: Class 13 contains 12084 members 
Mstep: Class 14 contains 3680 members 
Mstep: Class 15 contains 4321 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6526 members 
Mstep: Class 18 contains 172424 members 
Mstep: Class 19 contains 30825 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455184.000000 Penalty: 46052.835938
Iteration 140F: 22 clusters Score -6.645518e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121101 members 
Mstep: Class 6 contains 5418 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148055 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167771 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33756 members 
Mstep: Class 13 contains 12085 members 
Mstep: Class 14 contains 3680 members 
Mstep: Class 15 contains 4321 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 172461 members 
Mstep: Class 19 contains 30830 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455124.000000 Penalty: 46052.835938
Iteration 141Q: 22 clusters Score -6.645512e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121050 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 148005 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167783 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33741 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 3680 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 172497 members 
Mstep: Class 19 contains 30843 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455120.000000 Penalty: 46052.835938
Iteration 142Q: 22 clusters Score -6.645512e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 121005 members 
Mstep: Class 6 contains 5404 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 147950 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167801 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33728 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 172519 members 
Mstep: Class 19 contains 30863 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455144.000000 Penalty: 46052.835938
Iteration 143Q: 22 clusters Score -6.645514e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120944 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 147881 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167840 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33723 members 
Mstep: Class 13 contains 12083 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6843 members 
Mstep: Class 18 contains 172565 members 
Mstep: Class 19 contains 30863 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455244.000000 Penalty: 46052.835938
Iteration 144Q: 22 clusters Score -6.645524e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120897 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 147812 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167863 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33715 members 
Mstep: Class 13 contains 12084 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 172618 members 
Mstep: Class 19 contains 30845 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455260.000000 Penalty: 46052.835938
Iteration 145Q: 22 clusters Score -6.645526e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120844 members 
Mstep: Class 6 contains 5354 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 147737 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167889 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33708 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 172674 members 
Mstep: Class 19 contains 30833 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455304.000000 Penalty: 46052.835938
Iteration 146Q: 22 clusters Score -6.64553e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120800 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 147668 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167902 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33697 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 172735 members 
Mstep: Class 19 contains 30834 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455344.000000 Penalty: 46052.835938
Iteration 147Q: 22 clusters Score -6.645534e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9698 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120761 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 147581 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167923 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33692 members 
Mstep: Class 13 contains 12088 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 172801 members 
Mstep: Class 19 contains 30825 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455260.000000 Penalty: 46052.835938
Iteration 148Q: 22 clusters Score -6.645526e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9697 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120731 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 147492 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167950 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33691 members 
Mstep: Class 13 contains 12089 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 172853 members 
Mstep: Class 19 contains 30834 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455312.000000 Penalty: 46052.835938
Iteration 149Q: 22 clusters Score -6.645531e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 9696 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120692 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 147438 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 167982 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33686 members 
Mstep: Class 13 contains 12089 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 172891 members 
Mstep: Class 19 contains 30827 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455284.000000 Penalty: 46052.835938
Iteration 150Q: 22 clusters Score -6.645528e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120655 members 
Mstep: Class 6 contains 5308 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 147379 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168023 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33684 members 
Mstep: Class 13 contains 12089 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7322 members 
Mstep: Class 18 contains 172916 members 
Mstep: Class 19 contains 30816 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455304.000000 Penalty: 46052.835938
Iteration 151Q: 22 clusters Score -6.64553e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120624 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 147311 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168056 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33684 members 
Mstep: Class 13 contains 12090 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7397 members 
Mstep: Class 18 contains 172949 members 
Mstep: Class 19 contains 30792 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455324.000000 Penalty: 46052.835938
Iteration 152Q: 22 clusters Score -6.645532e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9692 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120594 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147232 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168094 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33683 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 3686 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7466 members 
Mstep: Class 18 contains 172998 members 
Mstep: Class 19 contains 30764 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455148.000000 Penalty: 46052.835938
Iteration 153Q: 22 clusters Score -6.645515e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120562 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147173 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168125 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33676 members 
Mstep: Class 13 contains 12096 members 
Mstep: Class 14 contains 3686 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 173034 members 
Mstep: Class 19 contains 30747 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455232.000000 Penalty: 46052.835938
Iteration 154Q: 22 clusters Score -6.645523e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120528 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147119 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168168 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33672 members 
Mstep: Class 13 contains 12096 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7597 members 
Mstep: Class 18 contains 173061 members 
Mstep: Class 19 contains 30722 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455280.000000 Penalty: 46052.835938
Iteration 155Q: 22 clusters Score -6.645528e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120510 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147065 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168199 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33674 members 
Mstep: Class 13 contains 12096 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 173079 members 
Mstep: Class 19 contains 30711 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455236.000000 Penalty: 46052.835938
Iteration 156Q: 22 clusters Score -6.645524e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120491 members 
Mstep: Class 6 contains 5245 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 147012 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168236 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33671 members 
Mstep: Class 13 contains 12094 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7710 members 
Mstep: Class 18 contains 173093 members 
Mstep: Class 19 contains 30711 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455188.000000 Penalty: 46052.835938
Iteration 157Q: 22 clusters Score -6.645519e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120462 members 
Mstep: Class 6 contains 5241 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 146960 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168263 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33671 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7764 members 
Mstep: Class 18 contains 173107 members 
Mstep: Class 19 contains 30711 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455244.000000 Penalty: 46052.835938
Iteration 158Q: 22 clusters Score -6.645524e+07 nChanged 254
Entering ConstructFrom: 
Score: -66455244.000000 Penalty: 46052.835938
Entering ConstructFrom: 
Trying to split cluster 1 (5417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Entering Unmasked Estep 
Score: -453766.812500 Penalty: 1397.060913
	Iteration 0F: 2 clusters Score -453766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -449536.031250 Penalty: 2794.121826
	Iteration 0F: 3 clusters Score -449536 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -450883.468750 Penalty: 2794.121826
	Iteration 1F: 3 clusters Score -450883.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -451181.125000 Penalty: 2794.121826
	Iteration 2F: 3 clusters Score -451181.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -451412.375000 Penalty: 2794.121826
	Iteration 3F: 3 clusters Score -451412.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -451646.281250 Penalty: 2794.121826
	Iteration 4F: 3 clusters Score -451646.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -451875.000000 Penalty: 2794.121826
	Iteration 5F: 3 clusters Score -451875 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -452093.531250 Penalty: 2794.121826
	Iteration 6F: 3 clusters Score -452093.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -452292.875000 Penalty: 2794.121826
	Iteration 7Q: 3 clusters Score -452292.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -452478.000000 Penalty: 2794.121826
	Iteration 8Q: 3 clusters Score -452478 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -452594.750000 Penalty: 2794.121826
	Iteration 9Q: 3 clusters Score -452594.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -452682.437500 Penalty: 2794.121826
	Iteration 10Q: 3 clusters Score -452682.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -452741.781250 Penalty: 2794.121826
	Iteration 11Q: 3 clusters Score -452741.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -452780.093750 Penalty: 2794.121826
	Iteration 12Q: 3 clusters Score -452780.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -452804.187500 Penalty: 2794.121826
	Iteration 13Q: 3 clusters Score -452804.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -452817.968750 Penalty: 2794.121826
	Iteration 14Q: 3 clusters Score -452818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -452826.906250 Penalty: 2794.121826
	Iteration 15Q: 3 clusters Score -452826.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -452836.062500 Penalty: 2794.121826
	Iteration 16Q: 3 clusters Score -452836.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -452839.937500 Penalty: 2794.121826
	Iteration 17Q: 3 clusters Score -452839.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -452843.625000 Penalty: 2794.121826
	Iteration 18Q: 3 clusters Score -452843.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -452847.250000 Penalty: 2794.121826
	Iteration 19Q: 3 clusters Score -452847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -452849.062500 Penalty: 2794.121826
	Iteration 20F: 3 clusters Score -452849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -452848.687500 Penalty: 2794.121826
	Iteration 21Q: 3 clusters Score -452848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -452849.875000 Penalty: 2794.121826
	Iteration 22Q: 3 clusters Score -452849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -452851.437500 Penalty: 2794.121826
	Iteration 23Q: 3 clusters Score -452851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -452852.312500 Penalty: 2794.121826
	Iteration 24Q: 3 clusters Score -452852.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -452853.250000 Penalty: 2794.121826
	Iteration 25Q: 3 clusters Score -452853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -452853.531250 Penalty: 2794.121826
	Iteration 26Q: 3 clusters Score -452853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -452853.812500 Penalty: 2794.121826
	Iteration 27Q: 3 clusters Score -452853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -452853.750000 Penalty: 2794.121826
	Iteration 28Q: 3 clusters Score -452853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -452853.750000 Penalty: 2794.121826
	Iteration 29F: 3 clusters Score -452853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Entering Unmasked Estep 
Score: -904165.812500 Penalty: 1491.512817
	Iteration 0F: 2 clusters Score -904165.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -897177.437500 Penalty: 2983.025635
	Iteration 0F: 3 clusters Score -897177.4 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -899412.562500 Penalty: 2983.025635
	Iteration 1F: 3 clusters Score -899412.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -899731.250000 Penalty: 2983.025635
	Iteration 2F: 3 clusters Score -899731.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -900085.000000 Penalty: 2983.025635
	Iteration 3F: 3 clusters Score -900085 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -900487.687500 Penalty: 2983.025635
	Iteration 4F: 3 clusters Score -900487.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -900976.437500 Penalty: 2983.025635
	Iteration 5F: 3 clusters Score -900976.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -901544.250000 Penalty: 2983.025635
	Iteration 6F: 3 clusters Score -901544.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -902011.937500 Penalty: 2983.025635
	Iteration 7F: 3 clusters Score -902011.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -902367.187500 Penalty: 2983.025635
	Iteration 8Q: 3 clusters Score -902367.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -902561.750000 Penalty: 2983.025635
	Iteration 9Q: 3 clusters Score -902561.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -902685.250000 Penalty: 2983.025635
	Iteration 10Q: 3 clusters Score -902685.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -902770.187500 Penalty: 2983.025635
	Iteration 11Q: 3 clusters Score -902770.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -902841.750000 Penalty: 2983.025635
	Iteration 12Q: 3 clusters Score -902841.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -902902.062500 Penalty: 2983.025635
	Iteration 13Q: 3 clusters Score -902902.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -902944.812500 Penalty: 2983.025635
	Iteration 14Q: 3 clusters Score -902944.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -902974.250000 Penalty: 2983.025635
	Iteration 15Q: 3 clusters Score -902974.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -902989.375000 Penalty: 2983.025635
	Iteration 16Q: 3 clusters Score -902989.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -902999.062500 Penalty: 2983.025635
	Iteration 17Q: 3 clusters Score -902999.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -903005.437500 Penalty: 2983.025635
	Iteration 18Q: 3 clusters Score -903005.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -903014.250000 Penalty: 2983.025635
	Iteration 19Q: 3 clusters Score -903014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -903022.937500 Penalty: 2983.025635
	Iteration 20F: 3 clusters Score -903022.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -903032.687500 Penalty: 2983.025635
	Iteration 21Q: 3 clusters Score -903032.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -903040.062500 Penalty: 2983.025635
	Iteration 22Q: 3 clusters Score -903040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -903045.000000 Penalty: 2983.025635
	Iteration 23Q: 3 clusters Score -903045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -903044.875000 Penalty: 2983.025635
	Iteration 24Q: 3 clusters Score -903044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -903047.187500 Penalty: 2983.025635
	Iteration 25Q: 3 clusters Score -903047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -903050.687500 Penalty: 2983.025635
	Iteration 26Q: 3 clusters Score -903050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -903049.437500 Penalty: 2983.025635
	Iteration 27Q: 3 clusters Score -903049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -903049.437500 Penalty: 2983.025635
	Iteration 28F: 3 clusters Score -903049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -30828.222656 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -30828.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29933.833984 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -29933.83 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30111.564453 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -30111.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30268.732422 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -30268.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30393.589844 Penalty: 1952.864380
	Iteration 3F: 3 clusters Score -30393.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -30462.224609 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -30462.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30518.595703 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -30518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30546.916016 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -30546.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30555.250000 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -30555.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30557.056641 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -30557.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30557.056641 Penalty: 1952.864380
	Iteration 9F: 3 clusters Score -30557.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -44982.199219 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -44982.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43818.867188 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -43818.87 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -44057.109375 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -44057.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44198.203125 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -44198.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44275.726562 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -44275.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44341.582031 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -44341.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44426.320312 Penalty: 2110.469971
	Iteration 5F: 3 clusters Score -44426.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44507.792969 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -44507.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44612.210938 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -44612.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44725.222656 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -44725.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44799.605469 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -44799.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44841.789062 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -44841.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44879.195312 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -44879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44909.218750 Penalty: 2110.469971
	Iteration 12Q: 3 clusters Score -44909.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44915.367188 Penalty: 2110.469971
	Iteration 13Q: 3 clusters Score -44915.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44915.511719 Penalty: 2110.469971
	Iteration 14Q: 3 clusters Score -44915.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44917.675781 Penalty: 2110.469971
	Iteration 15F: 3 clusters Score -44917.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44923.652344 Penalty: 2110.469971
	Iteration 16Q: 3 clusters Score -44923.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44926.253906 Penalty: 2110.469971
	Iteration 17Q: 3 clusters Score -44926.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44926.253906 Penalty: 2110.469971
	Iteration 18F: 3 clusters Score -44926.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120440 members 
Entering Unmasked Estep 
Score: -11326626.000000 Penalty: 1901.072388
	Iteration 0F: 2 clusters Score -1.132663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -11246496.000000 Penalty: 3802.144775
	Iteration 0F: 3 clusters Score -1.12465e+07 nChanged 57973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -11279984.000000 Penalty: 3802.144775
	Iteration 1F: 3 clusters Score -1.127998e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -11280887.000000 Penalty: 3802.144775
	Iteration 2Q: 3 clusters Score -1.128089e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -11282104.000000 Penalty: 3802.144775
	Iteration 3Q: 3 clusters Score -1.12821e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -11283606.000000 Penalty: 3802.144775
	Iteration 4Q: 3 clusters Score -1.128361e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -11285728.000000 Penalty: 3802.144775
	Iteration 5Q: 3 clusters Score -1.128573e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -11288686.000000 Penalty: 3802.144775
	Iteration 6F: 3 clusters Score -1.128869e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -11292916.000000 Penalty: 3802.144775
	Iteration 7F: 3 clusters Score -1.129292e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -11298638.000000 Penalty: 3802.144775
	Iteration 8F: 3 clusters Score -1.129864e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -11304811.000000 Penalty: 3802.144775
	Iteration 9F: 3 clusters Score -1.130481e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 87039 members 
Entering Unmasked Estep 
Score: -11309628.000000 Penalty: 3802.144775
	Iteration 10F: 3 clusters Score -1.130963e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -11312404.000000 Penalty: 3802.144775
	Iteration 11Q: 3 clusters Score -1.13124e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 91973 members 
Entering Unmasked Estep 
Score: -11313835.000000 Penalty: 3802.144775
	Iteration 12Q: 3 clusters Score -1.131384e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -11314782.000000 Penalty: 3802.144775
	Iteration 13Q: 3 clusters Score -1.131478e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -11315579.000000 Penalty: 3802.144775
	Iteration 14Q: 3 clusters Score -1.131558e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -11316149.000000 Penalty: 3802.144775
	Iteration 15Q: 3 clusters Score -1.131615e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -11316666.000000 Penalty: 3802.144775
	Iteration 16Q: 3 clusters Score -1.131667e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -11317249.000000 Penalty: 3802.144775
	Iteration 17Q: 3 clusters Score -1.131725e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -11317762.000000 Penalty: 3802.144775
	Iteration 18Q: 3 clusters Score -1.131776e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -11318297.000000 Penalty: 3802.144775
	Iteration 19Q: 3 clusters Score -1.13183e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 103684 members 
Entering Unmasked Estep 
Score: -11318762.000000 Penalty: 3802.144775
	Iteration 20F: 3 clusters Score -1.131876e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 104921 members 
Entering Unmasked Estep 
Score: -11319157.000000 Penalty: 3802.144775
	Iteration 21Q: 3 clusters Score -1.131916e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -11319616.000000 Penalty: 3802.144775
	Iteration 22Q: 3 clusters Score -1.131962e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -11320141.000000 Penalty: 3802.144775
	Iteration 23Q: 3 clusters Score -1.132014e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -11320595.000000 Penalty: 3802.144775
	Iteration 24Q: 3 clusters Score -1.13206e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -11321016.000000 Penalty: 3802.144775
	Iteration 25Q: 3 clusters Score -1.132102e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 110504 members 
Entering Unmasked Estep 
Score: -11321462.000000 Penalty: 3802.144775
	Iteration 26Q: 3 clusters Score -1.132146e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -11321881.000000 Penalty: 3802.144775
	Iteration 27Q: 3 clusters Score -1.132188e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 112235 members 
Entering Unmasked Estep 
Score: -11322139.000000 Penalty: 3802.144775
	Iteration 28Q: 3 clusters Score -1.132214e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -11322386.000000 Penalty: 3802.144775
	Iteration 29Q: 3 clusters Score -1.132239e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -11322672.000000 Penalty: 3802.144775
	Iteration 30Q: 3 clusters Score -1.132267e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -11322901.000000 Penalty: 3802.144775
	Iteration 31Q: 3 clusters Score -1.13229e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -11323144.000000 Penalty: 3802.144775
	Iteration 32Q: 3 clusters Score -1.132314e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -11323388.000000 Penalty: 3802.144775
	Iteration 33Q: 3 clusters Score -1.132339e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 115824 members 
Entering Unmasked Estep 
Score: -11323561.000000 Penalty: 3802.144775
	Iteration 34Q: 3 clusters Score -1.132356e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 116259 members 
Entering Unmasked Estep 
Score: -11323705.000000 Penalty: 3802.144775
	Iteration 35Q: 3 clusters Score -1.13237e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -11323870.000000 Penalty: 3802.144775
	Iteration 36Q: 3 clusters Score -1.132387e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 117019 members 
Entering Unmasked Estep 
Score: -11323980.000000 Penalty: 3802.144775
	Iteration 37Q: 3 clusters Score -1.132398e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -11324121.000000 Penalty: 3802.144775
	Iteration 38Q: 3 clusters Score -1.132412e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 117661 members 
Entering Unmasked Estep 
Score: -11324285.000000 Penalty: 3802.144775
	Iteration 39Q: 3 clusters Score -1.132428e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -11324426.000000 Penalty: 3802.144775
	Iteration 40F: 3 clusters Score -1.132443e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 118140 members 
Entering Unmasked Estep 
Score: -11324527.000000 Penalty: 3802.144775
	Iteration 41Q: 3 clusters Score -1.132453e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 118342 members 
Entering Unmasked Estep 
Score: -11324597.000000 Penalty: 3802.144775
	Iteration 42Q: 3 clusters Score -1.13246e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 118525 members 
Entering Unmasked Estep 
Score: -11324677.000000 Penalty: 3802.144775
	Iteration 43Q: 3 clusters Score -1.132468e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -11324773.000000 Penalty: 3802.144775
	Iteration 44Q: 3 clusters Score -1.132477e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 118796 members 
Entering Unmasked Estep 
Score: -11324842.000000 Penalty: 3802.144775
	Iteration 45Q: 3 clusters Score -1.132484e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -11324875.000000 Penalty: 3802.144775
	Iteration 46Q: 3 clusters Score -1.132488e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -11324927.000000 Penalty: 3802.144775
	Iteration 47Q: 3 clusters Score -1.132493e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 119036 members 
Entering Unmasked Estep 
Score: -11324944.000000 Penalty: 3802.144775
	Iteration 48Q: 3 clusters Score -1.132494e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -11324951.000000 Penalty: 3802.144775
	Iteration 49Q: 3 clusters Score -1.132495e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -11324968.000000 Penalty: 3802.144775
	Iteration 50Q: 3 clusters Score -1.132497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -11324987.000000 Penalty: 3802.144775
	Iteration 51Q: 3 clusters Score -1.132499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 119181 members 
Entering Unmasked Estep 
Score: -11324997.000000 Penalty: 3802.144775
	Iteration 52Q: 3 clusters Score -1.1325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 119207 members 
Entering Unmasked Estep 
Score: -11325012.000000 Penalty: 3802.144775
	Iteration 53Q: 3 clusters Score -1.132501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -11325022.000000 Penalty: 3802.144775
	Iteration 54Q: 3 clusters Score -1.132502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 119246 members 
Entering Unmasked Estep 
Score: -11325035.000000 Penalty: 3802.144775
	Iteration 55Q: 3 clusters Score -1.132504e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 119269 members 
Entering Unmasked Estep 
Score: -11325049.000000 Penalty: 3802.144775
	Iteration 56Q: 3 clusters Score -1.132505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -11325045.000000 Penalty: 3802.144775
	Iteration 57Q: 3 clusters Score -1.132504e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -11325049.000000 Penalty: 3802.144775
	Iteration 58Q: 3 clusters Score -1.132505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -11325058.000000 Penalty: 3802.144775
	Iteration 59Q: 3 clusters Score -1.132506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -11325059.000000 Penalty: 3802.144775
	Iteration 60F: 3 clusters Score -1.132506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -11325079.000000 Penalty: 3802.144775
	Iteration 61Q: 3 clusters Score -1.132508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -11325089.000000 Penalty: 3802.144775
	Iteration 62Q: 3 clusters Score -1.132509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 119404 members 
Entering Unmasked Estep 
Score: -11325087.000000 Penalty: 3802.144775
	Iteration 63Q: 3 clusters Score -1.132509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 119423 members 
Entering Unmasked Estep 
Score: -11325100.000000 Penalty: 3802.144775
	Iteration 64Q: 3 clusters Score -1.13251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -11325096.000000 Penalty: 3802.144775
	Iteration 65Q: 3 clusters Score -1.13251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -11325099.000000 Penalty: 3802.144775
	Iteration 66Q: 3 clusters Score -1.13251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -11325108.000000 Penalty: 3802.144775
	Iteration 67Q: 3 clusters Score -1.132511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
Score: -11325093.000000 Penalty: 3802.144775
	Iteration 68Q: 3 clusters Score -1.132509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 119466 members 
Entering Unmasked Estep 
Score: -11325098.000000 Penalty: 3802.144775
	Iteration 69Q: 3 clusters Score -1.13251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 119466 members 
Entering Unmasked Estep 
Score: -11325097.000000 Penalty: 3802.144775
	Iteration 70Q: 3 clusters Score -1.13251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -11325101.000000 Penalty: 3802.144775
	Iteration 71Q: 3 clusters Score -1.13251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
Score: -11325098.000000 Penalty: 3802.144775
	Iteration 72Q: 3 clusters Score -1.13251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -11325102.000000 Penalty: 3802.144775
	Iteration 73Q: 3 clusters Score -1.13251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 119488 members 
Entering Unmasked Estep 
Score: -11325119.000000 Penalty: 3802.144775
	Iteration 74Q: 3 clusters Score -1.132512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -11325129.000000 Penalty: 3802.144775
	Iteration 75Q: 3 clusters Score -1.132513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 119495 members 
Entering Unmasked Estep 
Score: -11325119.000000 Penalty: 3802.144775
	Iteration 76Q: 3 clusters Score -1.132512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 119502 members 
Entering Unmasked Estep 
Score: -11325119.000000 Penalty: 3802.144775
	Iteration 77Q: 3 clusters Score -1.132512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -11325117.000000 Penalty: 3802.144775
	Iteration 78Q: 3 clusters Score -1.132512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -11325122.000000 Penalty: 3802.144775
	Iteration 79Q: 3 clusters Score -1.132512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -11325130.000000 Penalty: 3802.144775
	Iteration 80F: 3 clusters Score -1.132513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -11325128.000000 Penalty: 3802.144775
	Iteration 81Q: 3 clusters Score -1.132513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 119535 members 
Entering Unmasked Estep 
Score: -11325128.000000 Penalty: 3802.144775
	Iteration 82Q: 3 clusters Score -1.132513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 119544 members 
Entering Unmasked Estep 
Score: -11325141.000000 Penalty: 3802.144775
	Iteration 83Q: 3 clusters Score -1.132514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 119552 members 
Entering Unmasked Estep 
Score: -11325141.000000 Penalty: 3802.144775
	Iteration 84Q: 3 clusters Score -1.132514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 119554 members 
Entering Unmasked Estep 
Score: -11325132.000000 Penalty: 3802.144775
	Iteration 85Q: 3 clusters Score -1.132513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 119555 members 
Entering Unmasked Estep 
Score: -11325145.000000 Penalty: 3802.144775
	Iteration 86Q: 3 clusters Score -1.132514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -11325144.000000 Penalty: 3802.144775
	Iteration 87Q: 3 clusters Score -1.132514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 119560 members 
Entering Unmasked Estep 
Score: -11325151.000000 Penalty: 3802.144775
	Iteration 88Q: 3 clusters Score -1.132515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 119561 members 
Entering Unmasked Estep 
Score: -11325155.000000 Penalty: 3802.144775
	Iteration 89Q: 3 clusters Score -1.132516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 119562 members 
Entering Unmasked Estep 
Score: -11325148.000000 Penalty: 3802.144775
	Iteration 90Q: 3 clusters Score -1.132515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 119569 members 
Entering Unmasked Estep 
Score: -11325146.000000 Penalty: 3802.144775
	Iteration 91Q: 3 clusters Score -1.132515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 119572 members 
Entering Unmasked Estep 
Score: -11325146.000000 Penalty: 3802.144775
	Iteration 92Q: 3 clusters Score -1.132515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 119572 members 
Entering Unmasked Estep 
Score: -11325143.000000 Penalty: 3802.144775
	Iteration 93Q: 3 clusters Score -1.132514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 119573 members 
Entering Unmasked Estep 
Score: -11325145.000000 Penalty: 3802.144775
	Iteration 94Q: 3 clusters Score -1.132514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -11325150.000000 Penalty: 3802.144775
	Iteration 95Q: 3 clusters Score -1.132515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 119577 members 
Entering Unmasked Estep 
Score: -11325149.000000 Penalty: 3802.144775
	Iteration 96Q: 3 clusters Score -1.132515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 119579 members 
Entering Unmasked Estep 
Score: -11325141.000000 Penalty: 3802.144775
	Iteration 97Q: 3 clusters Score -1.132514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 119579 members 
Entering Unmasked Estep 
Score: -11325141.000000 Penalty: 3802.144775
	Iteration 98F: 3 clusters Score -1.132514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -517063.968750 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -517064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -512936.843750 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -512936.8 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -514020.718750 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -514020.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -514203.375000 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -514203.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -514333.656250 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -514333.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -514412.125000 Penalty: 2782.952637
	Iteration 4Q: 3 clusters Score -514412.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -514468.312500 Penalty: 2782.952637
	Iteration 5Q: 3 clusters Score -514468.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -514523.843750 Penalty: 2782.952637
	Iteration 6Q: 3 clusters Score -514523.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -514586.843750 Penalty: 2782.952637
	Iteration 7Q: 3 clusters Score -514586.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -514654.031250 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -514654 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -514739.031250 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -514739 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -514842.343750 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -514842.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -514955.125000 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -514955.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -515070.093750 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -515070.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -515197.281250 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -515197.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -515339.312500 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -515339.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -515441.843750 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -515441.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -515522.562500 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -515522.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -515603.250000 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -515603.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -515677.687500 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -515677.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -515734.906250 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -515734.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -515768.562500 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -515768.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -515797.250000 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -515797.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -515817.312500 Penalty: 2782.952637
	Iteration 22Q: 3 clusters Score -515817.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -515833.687500 Penalty: 2782.952637
	Iteration 23Q: 3 clusters Score -515833.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -515849.875000 Penalty: 2782.952637
	Iteration 24Q: 3 clusters Score -515849.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -515863.406250 Penalty: 2782.952637
	Iteration 25Q: 3 clusters Score -515863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -515869.750000 Penalty: 2782.952637
	Iteration 26Q: 3 clusters Score -515869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -515873.406250 Penalty: 2782.952637
	Iteration 27Q: 3 clusters Score -515873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -515877.687500 Penalty: 2782.952637
	Iteration 28Q: 3 clusters Score -515877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -515881.093750 Penalty: 2782.952637
	Iteration 29Q: 3 clusters Score -515881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -515883.375000 Penalty: 2782.952637
	Iteration 30Q: 3 clusters Score -515883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -515887.750000 Penalty: 2782.952637
	Iteration 31Q: 3 clusters Score -515887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -515889.687500 Penalty: 2782.952637
	Iteration 32Q: 3 clusters Score -515889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -515892.375000 Penalty: 2782.952637
	Iteration 33Q: 3 clusters Score -515892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -515892.375000 Penalty: 2782.952637
	Iteration 34F: 3 clusters Score -515892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -86537.664062 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -86537.66 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 526 members 
Entering Unmasked Estep 
Score: -85189.726562 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -85189.73 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85668.054688 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -85668.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -85928.125000 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -85928.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -86039.640625 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -86039.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -86106.421875 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -86106.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -86162.960938 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -86162.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -86197.968750 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -86197.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -86212.296875 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -86212.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -86233.984375 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -86233.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -86243.601562 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -86243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -86249.070312 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -86249.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -86251.632812 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -86251.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -86252.125000 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -86252.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -86253.000000 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -86253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -86253.359375 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -86253.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -86253.359375 Penalty: 2259.636963
	Iteration 15F: 3 clusters Score -86253.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146907 members 
Entering Unmasked Estep 
Score: -13772689.000000 Penalty: 1933.352783
	Iteration 0F: 2 clusters Score -1.377269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -13674636.000000 Penalty: 3866.705566
	Iteration 0F: 3 clusters Score -1.367464e+07 nChanged 70754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -13717681.000000 Penalty: 3866.705566
	Iteration 1F: 3 clusters Score -1.371768e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -13719405.000000 Penalty: 3866.705566
	Iteration 2Q: 3 clusters Score -1.37194e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -13721879.000000 Penalty: 3866.705566
	Iteration 3Q: 3 clusters Score -1.372188e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -13724989.000000 Penalty: 3866.705566
	Iteration 4Q: 3 clusters Score -1.372499e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -13729206.000000 Penalty: 3866.705566
	Iteration 5F: 3 clusters Score -1.372921e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -13734730.000000 Penalty: 3866.705566
	Iteration 6F: 3 clusters Score -1.373473e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 105468 members 
Entering Unmasked Estep 
Score: -13741107.000000 Penalty: 3866.705566
	Iteration 7F: 3 clusters Score -1.374111e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 111596 members 
Entering Unmasked Estep 
Score: -13747625.000000 Penalty: 3866.705566
	Iteration 8F: 3 clusters Score -1.374762e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 116463 members 
Entering Unmasked Estep 
Score: -13752757.000000 Penalty: 3866.705566
	Iteration 9Q: 3 clusters Score -1.375276e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 120095 members 
Entering Unmasked Estep 
Score: -13755963.000000 Penalty: 3866.705566
	Iteration 10Q: 3 clusters Score -1.375596e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -13757983.000000 Penalty: 3866.705566
	Iteration 11Q: 3 clusters Score -1.375798e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 125950 members 
Entering Unmasked Estep 
Score: -13759548.000000 Penalty: 3866.705566
	Iteration 12Q: 3 clusters Score -1.375955e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 128548 members 
Entering Unmasked Estep 
Score: -13760850.000000 Penalty: 3866.705566
	Iteration 13Q: 3 clusters Score -1.376085e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 131010 members 
Entering Unmasked Estep 
Score: -13762220.000000 Penalty: 3866.705566
	Iteration 14Q: 3 clusters Score -1.376222e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 133344 members 
Entering Unmasked Estep 
Score: -13763678.000000 Penalty: 3866.705566
	Iteration 15Q: 3 clusters Score -1.376368e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 135444 members 
Entering Unmasked Estep 
Score: -13764958.000000 Penalty: 3866.705566
	Iteration 16Q: 3 clusters Score -1.376496e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 137302 members 
Entering Unmasked Estep 
Score: -13766078.000000 Penalty: 3866.705566
	Iteration 17Q: 3 clusters Score -1.376608e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -13767052.000000 Penalty: 3866.705566
	Iteration 18Q: 3 clusters Score -1.376705e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 140281 members 
Entering Unmasked Estep 
Score: -13767853.000000 Penalty: 3866.705566
	Iteration 19Q: 3 clusters Score -1.376785e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 141377 members 
Entering Unmasked Estep 
Score: -13768497.000000 Penalty: 3866.705566
	Iteration 20F: 3 clusters Score -1.37685e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 142277 members 
Entering Unmasked Estep 
Score: -13768977.000000 Penalty: 3866.705566
	Iteration 21Q: 3 clusters Score -1.376898e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 142977 members 
Entering Unmasked Estep 
Score: -13769360.000000 Penalty: 3866.705566
	Iteration 22Q: 3 clusters Score -1.376936e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -13769647.000000 Penalty: 3866.705566
	Iteration 23Q: 3 clusters Score -1.376965e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 143986 members 
Entering Unmasked Estep 
Score: -13769835.000000 Penalty: 3866.705566
	Iteration 24Q: 3 clusters Score -1.376984e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 144354 members 
Entering Unmasked Estep 
Score: -13769979.000000 Penalty: 3866.705566
	Iteration 25Q: 3 clusters Score -1.376998e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -13770135.000000 Penalty: 3866.705566
	Iteration 26Q: 3 clusters Score -1.377014e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -13770289.000000 Penalty: 3866.705566
	Iteration 27Q: 3 clusters Score -1.377029e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 145179 members 
Entering Unmasked Estep 
Score: -13770376.000000 Penalty: 3866.705566
	Iteration 28Q: 3 clusters Score -1.377038e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -13770473.000000 Penalty: 3866.705566
	Iteration 29Q: 3 clusters Score -1.377047e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 145501 members 
Entering Unmasked Estep 
Score: -13770513.000000 Penalty: 3866.705566
	Iteration 30Q: 3 clusters Score -1.377051e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 145609 members 
Entering Unmasked Estep 
Score: -13770555.000000 Penalty: 3866.705566
	Iteration 31Q: 3 clusters Score -1.377056e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 145714 members 
Entering Unmasked Estep 
Score: -13770628.000000 Penalty: 3866.705566
	Iteration 32Q: 3 clusters Score -1.377063e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 145806 members 
Entering Unmasked Estep 
Score: -13770646.000000 Penalty: 3866.705566
	Iteration 33Q: 3 clusters Score -1.377065e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 145880 members 
Entering Unmasked Estep 
Score: -13770668.000000 Penalty: 3866.705566
	Iteration 34Q: 3 clusters Score -1.377067e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 145950 members 
Entering Unmasked Estep 
Score: -13770711.000000 Penalty: 3866.705566
	Iteration 35Q: 3 clusters Score -1.377071e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145990 members 
Entering Unmasked Estep 
Score: -13770747.000000 Penalty: 3866.705566
	Iteration 36Q: 3 clusters Score -1.377075e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 146027 members 
Entering Unmasked Estep 
Score: -13770777.000000 Penalty: 3866.705566
	Iteration 37Q: 3 clusters Score -1.377078e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 146058 members 
Entering Unmasked Estep 
Score: -13770801.000000 Penalty: 3866.705566
	Iteration 38Q: 3 clusters Score -1.37708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -13770803.000000 Penalty: 3866.705566
	Iteration 39Q: 3 clusters Score -1.37708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 146100 members 
Entering Unmasked Estep 
Score: -13770819.000000 Penalty: 3866.705566
	Iteration 40F: 3 clusters Score -1.377082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 146110 members 
Entering Unmasked Estep 
Score: -13770842.000000 Penalty: 3866.705566
	Iteration 41Q: 3 clusters Score -1.377084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 146135 members 
Entering Unmasked Estep 
Score: -13770862.000000 Penalty: 3866.705566
	Iteration 42Q: 3 clusters Score -1.377086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -13770879.000000 Penalty: 3866.705566
	Iteration 43Q: 3 clusters Score -1.377088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -13770886.000000 Penalty: 3866.705566
	Iteration 44Q: 3 clusters Score -1.377089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 146175 members 
Entering Unmasked Estep 
Score: -13770900.000000 Penalty: 3866.705566
	Iteration 45Q: 3 clusters Score -1.37709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 146180 members 
Entering Unmasked Estep 
Score: -13770910.000000 Penalty: 3866.705566
	Iteration 46Q: 3 clusters Score -1.377091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 146188 members 
Entering Unmasked Estep 
Score: -13770905.000000 Penalty: 3866.705566
	Iteration 47Q: 3 clusters Score -1.37709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 146195 members 
Entering Unmasked Estep 
Score: -13770917.000000 Penalty: 3866.705566
	Iteration 48Q: 3 clusters Score -1.377092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -13770917.000000 Penalty: 3866.705566
	Iteration 49Q: 3 clusters Score -1.377092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 146208 members 
Entering Unmasked Estep 
Score: -13770929.000000 Penalty: 3866.705566
	Iteration 50Q: 3 clusters Score -1.377093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 146218 members 
Entering Unmasked Estep 
Score: -13770924.000000 Penalty: 3866.705566
	Iteration 51Q: 3 clusters Score -1.377092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 146222 members 
Entering Unmasked Estep 
Score: -13770934.000000 Penalty: 3866.705566
	Iteration 52Q: 3 clusters Score -1.377093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -13770934.000000 Penalty: 3866.705566
	Iteration 53Q: 3 clusters Score -1.377093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 146228 members 
Entering Unmasked Estep 
Score: -13770939.000000 Penalty: 3866.705566
	Iteration 54Q: 3 clusters Score -1.377094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 146230 members 
Entering Unmasked Estep 
Score: -13770943.000000 Penalty: 3866.705566
	Iteration 55Q: 3 clusters Score -1.377094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 146237 members 
Entering Unmasked Estep 
Score: -13770955.000000 Penalty: 3866.705566
	Iteration 56Q: 3 clusters Score -1.377096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 146240 members 
Entering Unmasked Estep 
Score: -13770955.000000 Penalty: 3866.705566
	Iteration 57Q: 3 clusters Score -1.377096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -13770959.000000 Penalty: 3866.705566
	Iteration 58Q: 3 clusters Score -1.377096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 146253 members 
Entering Unmasked Estep 
Score: -13770961.000000 Penalty: 3866.705566
	Iteration 59Q: 3 clusters Score -1.377096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 146258 members 
Entering Unmasked Estep 
Score: -13770965.000000 Penalty: 3866.705566
	Iteration 60F: 3 clusters Score -1.377096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 146261 members 
Entering Unmasked Estep 
Score: -13770971.000000 Penalty: 3866.705566
	Iteration 61Q: 3 clusters Score -1.377097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 146269 members 
Entering Unmasked Estep 
Score: -13770970.000000 Penalty: 3866.705566
	Iteration 62Q: 3 clusters Score -1.377097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 146272 members 
Entering Unmasked Estep 
Score: -13770968.000000 Penalty: 3866.705566
	Iteration 63Q: 3 clusters Score -1.377097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -13770978.000000 Penalty: 3866.705566
	Iteration 64Q: 3 clusters Score -1.377098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 146281 members 
Entering Unmasked Estep 
Score: -13770970.000000 Penalty: 3866.705566
	Iteration 65Q: 3 clusters Score -1.377097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 146285 members 
Entering Unmasked Estep 
Score: -13770964.000000 Penalty: 3866.705566
	Iteration 66Q: 3 clusters Score -1.377096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -13770972.000000 Penalty: 3866.705566
	Iteration 67Q: 3 clusters Score -1.377097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -13770975.000000 Penalty: 3866.705566
	Iteration 68Q: 3 clusters Score -1.377098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -13770972.000000 Penalty: 3866.705566
	Iteration 69Q: 3 clusters Score -1.377097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -13770972.000000 Penalty: 3866.705566
	Iteration 70F: 3 clusters Score -1.377097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -16270.172852 Penalty: 923.028015
	Iteration 0F: 2 clusters Score -16270.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15467.303711 Penalty: 1846.056030
	Iteration 0F: 3 clusters Score -15467.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15688.545898 Penalty: 1846.056030
	Iteration 1F: 3 clusters Score -15688.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15737.528320 Penalty: 1846.056030
	Iteration 2F: 3 clusters Score -15737.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15757.217773 Penalty: 1846.056030
	Iteration 3Q: 3 clusters Score -15757.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15770.495117 Penalty: 1846.056030
	Iteration 4Q: 3 clusters Score -15770.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15786.483398 Penalty: 1846.056030
	Iteration 5Q: 3 clusters Score -15786.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15801.534180 Penalty: 1846.056030
	Iteration 6Q: 3 clusters Score -15801.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15837.339844 Penalty: 1846.056030
	Iteration 7Q: 3 clusters Score -15837.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15857.229492 Penalty: 1846.056030
	Iteration 8Q: 3 clusters Score -15857.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15867.446289 Penalty: 1846.056030
	Iteration 9Q: 3 clusters Score -15867.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15871.222656 Penalty: 1846.056030
	Iteration 10Q: 3 clusters Score -15871.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15871.222656 Penalty: 1846.056030
	Iteration 11F: 3 clusters Score -15871.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (168294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168294 members 
Entering Unmasked Estep 
Score: -15786165.000000 Penalty: 1955.438477
	Iteration 0F: 2 clusters Score -1.578616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -15674634.000000 Penalty: 3910.876953
	Iteration 0F: 3 clusters Score -1.567463e+07 nChanged 81482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -15722399.000000 Penalty: 3910.876953
	Iteration 1F: 3 clusters Score -1.57224e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -15723598.000000 Penalty: 3910.876953
	Iteration 2Q: 3 clusters Score -1.57236e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -15725197.000000 Penalty: 3910.876953
	Iteration 3Q: 3 clusters Score -1.57252e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -15727317.000000 Penalty: 3910.876953
	Iteration 4Q: 3 clusters Score -1.572732e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -15730343.000000 Penalty: 3910.876953
	Iteration 5Q: 3 clusters Score -1.573034e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -15734698.000000 Penalty: 3910.876953
	Iteration 6Q: 3 clusters Score -1.57347e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -15740774.000000 Penalty: 3910.876953
	Iteration 7F: 3 clusters Score -1.574077e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -15748697.000000 Penalty: 3910.876953
	Iteration 8F: 3 clusters Score -1.57487e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90413 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -15756116.000000 Penalty: 3910.876953
	Iteration 9F: 3 clusters Score -1.575612e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -15760557.000000 Penalty: 3910.876953
	Iteration 10F: 3 clusters Score -1.576056e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -15762343.000000 Penalty: 3910.876953
	Iteration 11Q: 3 clusters Score -1.576234e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -15762850.000000 Penalty: 3910.876953
	Iteration 12Q: 3 clusters Score -1.576285e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -15763215.000000 Penalty: 3910.876953
	Iteration 13Q: 3 clusters Score -1.576322e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -15763707.000000 Penalty: 3910.876953
	Iteration 14Q: 3 clusters Score -1.576371e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -15764088.000000 Penalty: 3910.876953
	Iteration 15Q: 3 clusters Score -1.576409e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -15764371.000000 Penalty: 3910.876953
	Iteration 16Q: 3 clusters Score -1.576437e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -15764727.000000 Penalty: 3910.876953
	Iteration 17Q: 3 clusters Score -1.576473e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -15765115.000000 Penalty: 3910.876953
	Iteration 18Q: 3 clusters Score -1.576512e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 70552 members 
Entering Unmasked Estep 
Score: -15765378.000000 Penalty: 3910.876953
	Iteration 19Q: 3 clusters Score -1.576538e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -15765650.000000 Penalty: 3910.876953
	Iteration 20F: 3 clusters Score -1.576565e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -15765901.000000 Penalty: 3910.876953
	Iteration 21Q: 3 clusters Score -1.57659e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -15766169.000000 Penalty: 3910.876953
	Iteration 22Q: 3 clusters Score -1.576617e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -15766454.000000 Penalty: 3910.876953
	Iteration 23Q: 3 clusters Score -1.576645e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100001 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -15766615.000000 Penalty: 3910.876953
	Iteration 24Q: 3 clusters Score -1.576662e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -15766718.000000 Penalty: 3910.876953
	Iteration 25Q: 3 clusters Score -1.576672e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -15766824.000000 Penalty: 3910.876953
	Iteration 26Q: 3 clusters Score -1.576682e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -15766898.000000 Penalty: 3910.876953
	Iteration 27Q: 3 clusters Score -1.57669e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -15766891.000000 Penalty: 3910.876953
	Iteration 28Q: 3 clusters Score -1.576689e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -15766898.000000 Penalty: 3910.876953
	Iteration 29Q: 3 clusters Score -1.57669e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -15766940.000000 Penalty: 3910.876953
	Iteration 30Q: 3 clusters Score -1.576694e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100361 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -15767014.000000 Penalty: 3910.876953
	Iteration 31Q: 3 clusters Score -1.576701e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -15766962.000000 Penalty: 3910.876953
	Iteration 32Q: 3 clusters Score -1.576696e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -15767026.000000 Penalty: 3910.876953
	Iteration 33Q: 3 clusters Score -1.576703e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99692 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -15767043.000000 Penalty: 3910.876953
	Iteration 34Q: 3 clusters Score -1.576704e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -15766989.000000 Penalty: 3910.876953
	Iteration 35Q: 3 clusters Score -1.576699e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -15766978.000000 Penalty: 3910.876953
	Iteration 36Q: 3 clusters Score -1.576698e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98832 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -15766943.000000 Penalty: 3910.876953
	Iteration 37Q: 3 clusters Score -1.576694e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -15766971.000000 Penalty: 3910.876953
	Iteration 38Q: 3 clusters Score -1.576697e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97995 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -15766915.000000 Penalty: 3910.876953
	Iteration 39Q: 3 clusters Score -1.576692e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97499 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -15766957.000000 Penalty: 3910.876953
	Iteration 40F: 3 clusters Score -1.576696e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -15766974.000000 Penalty: 3910.876953
	Iteration 41Q: 3 clusters Score -1.576697e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -15766949.000000 Penalty: 3910.876953
	Iteration 42Q: 3 clusters Score -1.576695e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -15766969.000000 Penalty: 3910.876953
	Iteration 43Q: 3 clusters Score -1.576697e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -15766985.000000 Penalty: 3910.876953
	Iteration 44Q: 3 clusters Score -1.576698e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -15767001.000000 Penalty: 3910.876953
	Iteration 45Q: 3 clusters Score -1.5767e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -15766914.000000 Penalty: 3910.876953
	Iteration 46Q: 3 clusters Score -1.576691e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -15766867.000000 Penalty: 3910.876953
	Iteration 47Q: 3 clusters Score -1.576687e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -15766817.000000 Penalty: 3910.876953
	Iteration 48Q: 3 clusters Score -1.576682e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -15766881.000000 Penalty: 3910.876953
	Iteration 49Q: 3 clusters Score -1.576688e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91467 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -15766833.000000 Penalty: 3910.876953
	Iteration 50Q: 3 clusters Score -1.576683e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -15766820.000000 Penalty: 3910.876953
	Iteration 51Q: 3 clusters Score -1.576682e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -15766866.000000 Penalty: 3910.876953
	Iteration 52Q: 3 clusters Score -1.576687e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -15766819.000000 Penalty: 3910.876953
	Iteration 53Q: 3 clusters Score -1.576682e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 79383 members 
Entering Unmasked Estep 
Score: -15766799.000000 Penalty: 3910.876953
	Iteration 54Q: 3 clusters Score -1.57668e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -15766789.000000 Penalty: 3910.876953
	Iteration 55Q: 3 clusters Score -1.576679e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -15766743.000000 Penalty: 3910.876953
	Iteration 56Q: 3 clusters Score -1.576674e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -15766744.000000 Penalty: 3910.876953
	Iteration 57Q: 3 clusters Score -1.576674e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -15766734.000000 Penalty: 3910.876953
	Iteration 58Q: 3 clusters Score -1.576673e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -15766672.000000 Penalty: 3910.876953
	Iteration 59Q: 3 clusters Score -1.576667e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -15766704.000000 Penalty: 3910.876953
	Iteration 60F: 3 clusters Score -1.57667e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -15766709.000000 Penalty: 3910.876953
	Iteration 61Q: 3 clusters Score -1.576671e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -15766732.000000 Penalty: 3910.876953
	Iteration 62Q: 3 clusters Score -1.576673e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -15766735.000000 Penalty: 3910.876953
	Iteration 63Q: 3 clusters Score -1.576674e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -15766766.000000 Penalty: 3910.876953
	Iteration 64Q: 3 clusters Score -1.576677e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -15766782.000000 Penalty: 3910.876953
	Iteration 65Q: 3 clusters Score -1.576678e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -15766812.000000 Penalty: 3910.876953
	Iteration 66Q: 3 clusters Score -1.576681e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -15766816.000000 Penalty: 3910.876953
	Iteration 67Q: 3 clusters Score -1.576682e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -15766850.000000 Penalty: 3910.876953
	Iteration 68Q: 3 clusters Score -1.576685e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -15766923.000000 Penalty: 3910.876953
	Iteration 69Q: 3 clusters Score -1.576692e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -15766931.000000 Penalty: 3910.876953
	Iteration 70Q: 3 clusters Score -1.576693e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -15766967.000000 Penalty: 3910.876953
	Iteration 71Q: 3 clusters Score -1.576697e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -15766987.000000 Penalty: 3910.876953
	Iteration 72Q: 3 clusters Score -1.576699e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -15766996.000000 Penalty: 3910.876953
	Iteration 73Q: 3 clusters Score -1.5767e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -15766979.000000 Penalty: 3910.876953
	Iteration 74Q: 3 clusters Score -1.576698e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -15767027.000000 Penalty: 3910.876953
	Iteration 75Q: 3 clusters Score -1.576703e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -15767016.000000 Penalty: 3910.876953
	Iteration 76Q: 3 clusters Score -1.576702e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -15767015.000000 Penalty: 3910.876953
	Iteration 77Q: 3 clusters Score -1.576702e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -15767017.000000 Penalty: 3910.876953
	Iteration 78Q: 3 clusters Score -1.576702e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -15767051.000000 Penalty: 3910.876953
	Iteration 79Q: 3 clusters Score -1.576705e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -15767116.000000 Penalty: 3910.876953
	Iteration 80F: 3 clusters Score -1.576712e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -15767191.000000 Penalty: 3910.876953
	Iteration 81Q: 3 clusters Score -1.576719e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -15767216.000000 Penalty: 3910.876953
	Iteration 82Q: 3 clusters Score -1.576722e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77531 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -15767240.000000 Penalty: 3910.876953
	Iteration 83Q: 3 clusters Score -1.576724e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -15767196.000000 Penalty: 3910.876953
	Iteration 84Q: 3 clusters Score -1.57672e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77147 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -15767212.000000 Penalty: 3910.876953
	Iteration 85Q: 3 clusters Score -1.576721e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -15767238.000000 Penalty: 3910.876953
	Iteration 86Q: 3 clusters Score -1.576724e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -15767249.000000 Penalty: 3910.876953
	Iteration 87Q: 3 clusters Score -1.576725e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -15767318.000000 Penalty: 3910.876953
	Iteration 88Q: 3 clusters Score -1.576732e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -15767285.000000 Penalty: 3910.876953
	Iteration 89Q: 3 clusters Score -1.576728e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -15767276.000000 Penalty: 3910.876953
	Iteration 90Q: 3 clusters Score -1.576728e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -15767274.000000 Penalty: 3910.876953
	Iteration 91Q: 3 clusters Score -1.576727e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -15767283.000000 Penalty: 3910.876953
	Iteration 92Q: 3 clusters Score -1.576728e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -15767302.000000 Penalty: 3910.876953
	Iteration 93Q: 3 clusters Score -1.57673e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -15767321.000000 Penalty: 3910.876953
	Iteration 94Q: 3 clusters Score -1.576732e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -15767339.000000 Penalty: 3910.876953
	Iteration 95Q: 3 clusters Score -1.576734e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -15767374.000000 Penalty: 3910.876953
	Iteration 96Q: 3 clusters Score -1.576737e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -15767367.000000 Penalty: 3910.876953
	Iteration 97Q: 3 clusters Score -1.576737e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -15767410.000000 Penalty: 3910.876953
	Iteration 98Q: 3 clusters Score -1.576741e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -15767382.000000 Penalty: 3910.876953
	Iteration 99Q: 3 clusters Score -1.576738e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -15767384.000000 Penalty: 3910.876953
	Iteration 100F: 3 clusters Score -1.576738e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -15767383.000000 Penalty: 3910.876953
	Iteration 101Q: 3 clusters Score -1.576738e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -15767385.000000 Penalty: 3910.876953
	Iteration 102Q: 3 clusters Score -1.576738e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -15767398.000000 Penalty: 3910.876953
	Iteration 103Q: 3 clusters Score -1.57674e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -15767408.000000 Penalty: 3910.876953
	Iteration 104Q: 3 clusters Score -1.576741e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -15767427.000000 Penalty: 3910.876953
	Iteration 105Q: 3 clusters Score -1.576743e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -15767461.000000 Penalty: 3910.876953
	Iteration 106Q: 3 clusters Score -1.576746e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -15767469.000000 Penalty: 3910.876953
	Iteration 107Q: 3 clusters Score -1.576747e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -15767441.000000 Penalty: 3910.876953
	Iteration 108Q: 3 clusters Score -1.576744e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -15767460.000000 Penalty: 3910.876953
	Iteration 109Q: 3 clusters Score -1.576746e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -15767477.000000 Penalty: 3910.876953
	Iteration 110Q: 3 clusters Score -1.576748e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -15767466.000000 Penalty: 3910.876953
	Iteration 111Q: 3 clusters Score -1.576747e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -15767484.000000 Penalty: 3910.876953
	Iteration 112Q: 3 clusters Score -1.576748e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -15767509.000000 Penalty: 3910.876953
	Iteration 113Q: 3 clusters Score -1.576751e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -15767497.000000 Penalty: 3910.876953
	Iteration 114Q: 3 clusters Score -1.57675e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -15767491.000000 Penalty: 3910.876953
	Iteration 115Q: 3 clusters Score -1.576749e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -15767496.000000 Penalty: 3910.876953
	Iteration 116Q: 3 clusters Score -1.57675e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -15767512.000000 Penalty: 3910.876953
	Iteration 117Q: 3 clusters Score -1.576751e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -15767514.000000 Penalty: 3910.876953
	Iteration 118Q: 3 clusters Score -1.576751e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -15767509.000000 Penalty: 3910.876953
	Iteration 119Q: 3 clusters Score -1.576751e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -15767506.000000 Penalty: 3910.876953
	Iteration 120F: 3 clusters Score -1.576751e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -15767485.000000 Penalty: 3910.876953
	Iteration 121Q: 3 clusters Score -1.576748e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -15767514.000000 Penalty: 3910.876953
	Iteration 122Q: 3 clusters Score -1.576751e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -15767540.000000 Penalty: 3910.876953
	Iteration 123Q: 3 clusters Score -1.576754e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -15767537.000000 Penalty: 3910.876953
	Iteration 124Q: 3 clusters Score -1.576754e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -15767549.000000 Penalty: 3910.876953
	Iteration 125Q: 3 clusters Score -1.576755e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 94408 members 
Entering Unmasked Estep 
Score: -15767557.000000 Penalty: 3910.876953
	Iteration 126Q: 3 clusters Score -1.576756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -15767543.000000 Penalty: 3910.876953
	Iteration 127Q: 3 clusters Score -1.576754e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -15767552.000000 Penalty: 3910.876953
	Iteration 128Q: 3 clusters Score -1.576755e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73817 members 
Mstep: Class 2 contains 94477 members 
Entering Unmasked Estep 
Score: -15767560.000000 Penalty: 3910.876953
	Iteration 129Q: 3 clusters Score -1.576756e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -15767564.000000 Penalty: 3910.876953
	Iteration 130Q: 3 clusters Score -1.576756e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -15767558.000000 Penalty: 3910.876953
	Iteration 131Q: 3 clusters Score -1.576756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -15767566.000000 Penalty: 3910.876953
	Iteration 132Q: 3 clusters Score -1.576757e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 94602 members 
Entering Unmasked Estep 
Score: -15767562.000000 Penalty: 3910.876953
	Iteration 133Q: 3 clusters Score -1.576756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -15767552.000000 Penalty: 3910.876953
	Iteration 134Q: 3 clusters Score -1.576755e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -15767549.000000 Penalty: 3910.876953
	Iteration 135Q: 3 clusters Score -1.576755e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -15767556.000000 Penalty: 3910.876953
	Iteration 136Q: 3 clusters Score -1.576756e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 94744 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.576756e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.576756e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -15767563.000000 Penalty: 3910.876953
	Iteration 139Q: 3 clusters Score -1.576756e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -15767583.000000 Penalty: 3910.876953
	Iteration 140F: 3 clusters Score -1.576758e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -15767574.000000 Penalty: 3910.876953
	Iteration 141Q: 3 clusters Score -1.576757e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -15767570.000000 Penalty: 3910.876953
	Iteration 142Q: 3 clusters Score -1.576757e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -15767576.000000 Penalty: 3910.876953
	Iteration 143Q: 3 clusters Score -1.576758e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 95049 members 
Entering Unmasked Estep 
Score: -15767578.000000 Penalty: 3910.876953
	Iteration 144Q: 3 clusters Score -1.576758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -15767574.000000 Penalty: 3910.876953
	Iteration 145Q: 3 clusters Score -1.576757e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -15767576.000000 Penalty: 3910.876953
	Iteration 146Q: 3 clusters Score -1.576758e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -15767580.000000 Penalty: 3910.876953
	Iteration 147Q: 3 clusters Score -1.576758e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -15767584.000000 Penalty: 3910.876953
	Iteration 148Q: 3 clusters Score -1.576758e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
Score: -15767593.000000 Penalty: 3910.876953
	Iteration 149Q: 3 clusters Score -1.576759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -15767606.000000 Penalty: 3910.876953
	Iteration 150Q: 3 clusters Score -1.576761e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -15767587.000000 Penalty: 3910.876953
	Iteration 151Q: 3 clusters Score -1.576759e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -15767589.000000 Penalty: 3910.876953
	Iteration 152Q: 3 clusters Score -1.576759e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -15767573.000000 Penalty: 3910.876953
	Iteration 153Q: 3 clusters Score -1.576757e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -15767592.000000 Penalty: 3910.876953
	Iteration 154Q: 3 clusters Score -1.576759e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -15767568.000000 Penalty: 3910.876953
	Iteration 155Q: 3 clusters Score -1.576757e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -15767567.000000 Penalty: 3910.876953
	Iteration 156Q: 3 clusters Score -1.576757e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -15767560.000000 Penalty: 3910.876953
	Iteration 157Q: 3 clusters Score -1.576756e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -15767582.000000 Penalty: 3910.876953
	Iteration 158Q: 3 clusters Score -1.576758e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -15767602.000000 Penalty: 3910.876953
	Iteration 159Q: 3 clusters Score -1.57676e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -15767603.000000 Penalty: 3910.876953
	Iteration 160F: 3 clusters Score -1.57676e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -15767601.000000 Penalty: 3910.876953
	Iteration 161Q: 3 clusters Score -1.57676e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -15767596.000000 Penalty: 3910.876953
	Iteration 162Q: 3 clusters Score -1.57676e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -15767597.000000 Penalty: 3910.876953
	Iteration 163Q: 3 clusters Score -1.57676e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -15767615.000000 Penalty: 3910.876953
	Iteration 164Q: 3 clusters Score -1.576762e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -15767611.000000 Penalty: 3910.876953
	Iteration 165Q: 3 clusters Score -1.576761e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -15767629.000000 Penalty: 3910.876953
	Iteration 166Q: 3 clusters Score -1.576763e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -15767623.000000 Penalty: 3910.876953
	Iteration 167Q: 3 clusters Score -1.576762e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -15767629.000000 Penalty: 3910.876953
	Iteration 168Q: 3 clusters Score -1.576763e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -15767626.000000 Penalty: 3910.876953
	Iteration 169Q: 3 clusters Score -1.576763e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 97173 members 
Entering Unmasked Estep 
Score: -15767628.000000 Penalty: 3910.876953
	Iteration 170Q: 3 clusters Score -1.576763e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -15767633.000000 Penalty: 3910.876953
	Iteration 171Q: 3 clusters Score -1.576763e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -15767617.000000 Penalty: 3910.876953
	Iteration 172Q: 3 clusters Score -1.576762e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -15767627.000000 Penalty: 3910.876953
	Iteration 173Q: 3 clusters Score -1.576763e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -15767658.000000 Penalty: 3910.876953
	Iteration 174Q: 3 clusters Score -1.576766e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.576767e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.57677e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -15767706.000000 Penalty: 3910.876953
	Iteration 177Q: 3 clusters Score -1.576771e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -15767667.000000 Penalty: 3910.876953
	Iteration 178Q: 3 clusters Score -1.576767e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -15767695.000000 Penalty: 3910.876953
	Iteration 179Q: 3 clusters Score -1.57677e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -15767671.000000 Penalty: 3910.876953
	Iteration 180F: 3 clusters Score -1.576767e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -15767703.000000 Penalty: 3910.876953
	Iteration 181Q: 3 clusters Score -1.57677e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 99240 members 
Entering Unmasked Estep 
Score: -15767749.000000 Penalty: 3910.876953
	Iteration 182Q: 3 clusters Score -1.576775e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -15767778.000000 Penalty: 3910.876953
	Iteration 183Q: 3 clusters Score -1.576778e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -15767793.000000 Penalty: 3910.876953
	Iteration 184Q: 3 clusters Score -1.576779e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -15767839.000000 Penalty: 3910.876953
	Iteration 185Q: 3 clusters Score -1.576784e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 100267 members 
Entering Unmasked Estep 
Score: -15767840.000000 Penalty: 3910.876953
	Iteration 186Q: 3 clusters Score -1.576784e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -15767863.000000 Penalty: 3910.876953
	Iteration 187Q: 3 clusters Score -1.576786e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -15767891.000000 Penalty: 3910.876953
	Iteration 188Q: 3 clusters Score -1.576789e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 101166 members 
Entering Unmasked Estep 
Score: -15767918.000000 Penalty: 3910.876953
	Iteration 189Q: 3 clusters Score -1.576792e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -15767851.000000 Penalty: 3910.876953
	Iteration 190Q: 3 clusters Score -1.576785e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 101891 members 
Entering Unmasked Estep 
Score: -15767814.000000 Penalty: 3910.876953
	Iteration 191Q: 3 clusters Score -1.576781e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -15767813.000000 Penalty: 3910.876953
	Iteration 192Q: 3 clusters Score -1.576781e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 102706 members 
Entering Unmasked Estep 
Score: -15767818.000000 Penalty: 3910.876953
	Iteration 193Q: 3 clusters Score -1.576782e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -15767823.000000 Penalty: 3910.876953
	Iteration 194Q: 3 clusters Score -1.576782e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
Score: -15767846.000000 Penalty: 3910.876953
	Iteration 195Q: 3 clusters Score -1.576785e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -15767931.000000 Penalty: 3910.876953
	Iteration 196Q: 3 clusters Score -1.576793e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -15767908.000000 Penalty: 3910.876953
	Iteration 197Q: 3 clusters Score -1.576791e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -15767946.000000 Penalty: 3910.876953
	Iteration 198Q: 3 clusters Score -1.576795e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -15767941.000000 Penalty: 3910.876953
	Iteration 199Q: 3 clusters Score -1.576794e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -15767988.000000 Penalty: 3910.876953
	Iteration 200F: 3 clusters Score -1.576799e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 106777 members 
Entering Unmasked Estep 
Score: -15768001.000000 Penalty: 3910.876953
	Iteration 201Q: 3 clusters Score -1.5768e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -15768086.000000 Penalty: 3910.876953
	Iteration 202Q: 3 clusters Score -1.576809e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -15768140.000000 Penalty: 3910.876953
	Iteration 203Q: 3 clusters Score -1.576814e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -15768095.000000 Penalty: 3910.876953
	Iteration 204Q: 3 clusters Score -1.57681e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -15768169.000000 Penalty: 3910.876953
	Iteration 205Q: 3 clusters Score -1.576817e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 110302 members 
Entering Unmasked Estep 
Score: -15768205.000000 Penalty: 3910.876953
	Iteration 206Q: 3 clusters Score -1.57682e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 111085 members 
Entering Unmasked Estep 
Score: -15768266.000000 Penalty: 3910.876953
	Iteration 207Q: 3 clusters Score -1.576827e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 111935 members 
Entering Unmasked Estep 
Score: -15768279.000000 Penalty: 3910.876953
	Iteration 208Q: 3 clusters Score -1.576828e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -15768290.000000 Penalty: 3910.876953
	Iteration 209Q: 3 clusters Score -1.576829e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 113739 members 
Entering Unmasked Estep 
Score: -15768428.000000 Penalty: 3910.876953
	Iteration 210Q: 3 clusters Score -1.576843e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -15768474.000000 Penalty: 3910.876953
	Iteration 211Q: 3 clusters Score -1.576847e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -15768563.000000 Penalty: 3910.876953
	Iteration 212Q: 3 clusters Score -1.576856e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 116823 members 
Entering Unmasked Estep 
Score: -15768589.000000 Penalty: 3910.876953
	Iteration 213Q: 3 clusters Score -1.576859e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -15768718.000000 Penalty: 3910.876953
	Iteration 214Q: 3 clusters Score -1.576872e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -15768899.000000 Penalty: 3910.876953
	Iteration 215Q: 3 clusters Score -1.57689e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -15769109.000000 Penalty: 3910.876953
	Iteration 216Q: 3 clusters Score -1.576911e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 122408 members 
Entering Unmasked Estep 
Score: -15769343.000000 Penalty: 3910.876953
	Iteration 217Q: 3 clusters Score -1.576934e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -15769635.000000 Penalty: 3910.876953
	Iteration 218Q: 3 clusters Score -1.576964e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 125739 members 
Entering Unmasked Estep 
Score: -15769955.000000 Penalty: 3910.876953
	Iteration 219Q: 3 clusters Score -1.576996e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -15770229.000000 Penalty: 3910.876953
	Iteration 220F: 3 clusters Score -1.577023e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -15770521.000000 Penalty: 3910.876953
	Iteration 221Q: 3 clusters Score -1.577052e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 131422 members 
Entering Unmasked Estep 
Score: -15770880.000000 Penalty: 3910.876953
	Iteration 222Q: 3 clusters Score -1.577088e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 133587 members 
Entering Unmasked Estep 
Score: -15771443.000000 Penalty: 3910.876953
	Iteration 223Q: 3 clusters Score -1.577144e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 135879 members 
Entering Unmasked Estep 
Score: -15772014.000000 Penalty: 3910.876953
	Iteration 224Q: 3 clusters Score -1.577201e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -15772669.000000 Penalty: 3910.876953
	Iteration 225Q: 3 clusters Score -1.577267e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 140988 members 
Entering Unmasked Estep 
Score: -15773533.000000 Penalty: 3910.876953
	Iteration 226Q: 3 clusters Score -1.577353e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 143699 members 
Entering Unmasked Estep 
Score: -15774394.000000 Penalty: 3910.876953
	Iteration 227Q: 3 clusters Score -1.577439e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 146451 members 
Entering Unmasked Estep 
Score: -15775337.000000 Penalty: 3910.876953
	Iteration 228Q: 3 clusters Score -1.577534e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 149330 members 
Entering Unmasked Estep 
Score: -15776483.000000 Penalty: 3910.876953
	Iteration 229Q: 3 clusters Score -1.577648e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 152228 members 
Entering Unmasked Estep 
Score: -15777767.000000 Penalty: 3910.876953
	Iteration 230Q: 3 clusters Score -1.577777e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 155008 members 
Entering Unmasked Estep 
Score: -15779156.000000 Penalty: 3910.876953
	Iteration 231Q: 3 clusters Score -1.577916e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -15780258.000000 Penalty: 3910.876953
	Iteration 232Q: 3 clusters Score -1.578026e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 159792 members 
Entering Unmasked Estep 
Score: -15781275.000000 Penalty: 3910.876953
	Iteration 233Q: 3 clusters Score -1.578128e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -15782100.000000 Penalty: 3910.876953
	Iteration 234Q: 3 clusters Score -1.57821e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 163335 members 
Entering Unmasked Estep 
Score: -15782857.000000 Penalty: 3910.876953
	Iteration 235Q: 3 clusters Score -1.578286e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -15783400.000000 Penalty: 3910.876953
	Iteration 236Q: 3 clusters Score -1.57834e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 165363 members 
Entering Unmasked Estep 
Score: -15783748.000000 Penalty: 3910.876953
	Iteration 237Q: 3 clusters Score -1.578375e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 165987 members 
Entering Unmasked Estep 
Score: -15783964.000000 Penalty: 3910.876953
	Iteration 238Q: 3 clusters Score -1.578396e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -15784137.000000 Penalty: 3910.876953
	Iteration 239Q: 3 clusters Score -1.578414e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -15784260.000000 Penalty: 3910.876953
	Iteration 240F: 3 clusters Score -1.578426e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 166905 members 
Entering Unmasked Estep 
Score: -15784348.000000 Penalty: 3910.876953
	Iteration 241Q: 3 clusters Score -1.578435e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 167081 members 
Entering Unmasked Estep 
Score: -15784443.000000 Penalty: 3910.876953
	Iteration 242Q: 3 clusters Score -1.578444e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 167197 members 
Entering Unmasked Estep 
Score: -15784505.000000 Penalty: 3910.876953
	Iteration 243Q: 3 clusters Score -1.57845e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 167274 members 
Entering Unmasked Estep 
Score: -15784574.000000 Penalty: 3910.876953
	Iteration 244Q: 3 clusters Score -1.578457e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 167340 members 
Entering Unmasked Estep 
Score: -15784605.000000 Penalty: 3910.876953
	Iteration 245Q: 3 clusters Score -1.57846e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 167388 members 
Entering Unmasked Estep 
Score: -15784622.000000 Penalty: 3910.876953
	Iteration 246Q: 3 clusters Score -1.578462e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 167424 members 
Entering Unmasked Estep 
Score: -15784647.000000 Penalty: 3910.876953
	Iteration 247Q: 3 clusters Score -1.578465e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 167457 members 
Entering Unmasked Estep 
Score: -15784650.000000 Penalty: 3910.876953
	Iteration 248Q: 3 clusters Score -1.578465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 167481 members 
Entering Unmasked Estep 
Score: -15784668.000000 Penalty: 3910.876953
	Iteration 249Q: 3 clusters Score -1.578467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 167499 members 
Entering Unmasked Estep 
Score: -15784680.000000 Penalty: 3910.876953
	Iteration 250Q: 3 clusters Score -1.578468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 167515 members 
Entering Unmasked Estep 
Score: -15784695.000000 Penalty: 3910.876953
	Iteration 251Q: 3 clusters Score -1.57847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 167525 members 
Entering Unmasked Estep 
Score: -15784697.000000 Penalty: 3910.876953
	Iteration 252Q: 3 clusters Score -1.57847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 167536 members 
Entering Unmasked Estep 
Score: -15784720.000000 Penalty: 3910.876953
	Iteration 253Q: 3 clusters Score -1.578472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 167549 members 
Entering Unmasked Estep 
Score: -15784721.000000 Penalty: 3910.876953
	Iteration 254Q: 3 clusters Score -1.578472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -15784721.000000 Penalty: 3910.876953
	Iteration 255Q: 3 clusters Score -1.578472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -15784721.000000 Penalty: 3910.876953
	Iteration 256Q: 3 clusters Score -1.578472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 167565 members 
Entering Unmasked Estep 
Score: -15784738.000000 Penalty: 3910.876953
	Iteration 257Q: 3 clusters Score -1.578474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 167564 members 
Entering Unmasked Estep 
Score: -15784749.000000 Penalty: 3910.876953
	Iteration 258Q: 3 clusters Score -1.578475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 167569 members 
Entering Unmasked Estep 
Score: -15784756.000000 Penalty: 3910.876953
	Iteration 259Q: 3 clusters Score -1.578476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 167571 members 
Entering Unmasked Estep 
Score: -15784759.000000 Penalty: 3910.876953
	Iteration 260F: 3 clusters Score -1.578476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -15784771.000000 Penalty: 3910.876953
	Iteration 261Q: 3 clusters Score -1.578477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -15784765.000000 Penalty: 3910.876953
	Iteration 262Q: 3 clusters Score -1.578476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -15784770.000000 Penalty: 3910.876953
	Iteration 263Q: 3 clusters Score -1.578477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -15784771.000000 Penalty: 3910.876953
	Iteration 264Q: 3 clusters Score -1.578477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -15784777.000000 Penalty: 3910.876953
	Iteration 265Q: 3 clusters Score -1.578478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 167583 members 
Entering Unmasked Estep 
Score: -15784783.000000 Penalty: 3910.876953
	Iteration 266Q: 3 clusters Score -1.578478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -15784783.000000 Penalty: 3910.876953
	Iteration 267Q: 3 clusters Score -1.578478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -15784783.000000 Penalty: 3910.876953
	Iteration 268F: 3 clusters Score -1.578478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -83029.945312 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -83029.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81581.421875 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -81581.42 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -81948.460938 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -81948.46 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82136.835938 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -82136.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -82328.929688 Penalty: 2259.947510
	Iteration 3F: 3 clusters Score -82328.93 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82552.687500 Penalty: 2259.947510
	Iteration 4F: 3 clusters Score -82552.69 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82754.257812 Penalty: 2259.947510
	Iteration 5F: 3 clusters Score -82754.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82877.320312 Penalty: 2259.947510
	Iteration 6F: 3 clusters Score -82877.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -83013.781250 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -83013.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83105.000000 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -83105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83154.093750 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -83154.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83187.210938 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -83187.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83197.070312 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -83197.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83203.257812 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -83203.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83211.148438 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -83211.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83227.414062 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -83227.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -83234.093750 Penalty: 2259.947510
	Iteration 15Q: 3 clusters Score -83234.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -83240.703125 Penalty: 2259.947510
	Iteration 16Q: 3 clusters Score -83240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83247.757812 Penalty: 2259.947510
	Iteration 17Q: 3 clusters Score -83247.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83248.078125 Penalty: 2259.947510
	Iteration 18Q: 3 clusters Score -83248.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83248.078125 Penalty: 2259.947510
	Iteration 19F: 3 clusters Score -83248.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120440 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 146907 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168294 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 33671 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7821 members 
Mstep: Class 18 contains 173114 members 
Mstep: Class 19 contains 30709 members 
Mstep: Class 20 contains 535 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
Score: -66454488.000000 Penalty: 48245.828125
Splitting cluster 11 changes total score from -66455244.000000 to -66454488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (33671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Entering Unmasked Estep 
Score: -3200434.250000 Penalty: 1693.963623
	Iteration 0F: 2 clusters Score -3200434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3177736.500000 Penalty: 3387.927246
	Iteration 0F: 3 clusters Score -3177736 nChanged 15691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3186465.250000 Penalty: 3387.927246
	Iteration 1F: 3 clusters Score -3186465 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3186851.750000 Penalty: 3387.927246
	Iteration 2Q: 3 clusters Score -3186852 nChanged 1269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3187265.250000 Penalty: 3387.927246
	Iteration 3Q: 3 clusters Score -3187265 nChanged 1374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3187834 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -3188591 nChanged 1691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3189709.250000 Penalty: 3387.927246
	Iteration 6F: 3 clusters Score -3189709 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3191258.750000 Penalty: 3387.927246
	Iteration 7F: 3 clusters Score -3191259 nChanged 2262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3193081 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3194549.500000 Penalty: 3387.927246
	Iteration 9F: 3 clusters Score -3194550 nChanged 1562
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3195287 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3195656 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3195887 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3196099 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3196305.250000 Penalty: 3387.927246
	Iteration 14Q: 3 clusters Score -3196305 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3196472.000000 Penalty: 3387.927246
	Iteration 15Q: 3 clusters Score -3196472 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3196640.250000 Penalty: 3387.927246
	Iteration 16Q: 3 clusters Score -3196640 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3196820.250000 Penalty: 3387.927246
	Iteration 17Q: 3 clusters Score -3196820 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3196994 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3197122.750000 Penalty: 3387.927246
	Iteration 19Q: 3 clusters Score -3197123 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3197262.750000 Penalty: 3387.927246
	Iteration 20F: 3 clusters Score -3197263 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3197387 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3197494.000000 Penalty: 3387.927246
	Iteration 22Q: 3 clusters Score -3197494 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3197610.750000 Penalty: 3387.927246
	Iteration 23Q: 3 clusters Score -3197611 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3197706 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3197788 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3197864 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3197928.250000 Penalty: 3387.927246
	Iteration 27Q: 3 clusters Score -3197928 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3198000.500000 Penalty: 3387.927246
	Iteration 28Q: 3 clusters Score -3198000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3198066.500000 Penalty: 3387.927246
	Iteration 29Q: 3 clusters Score -3198066 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3198153.500000 Penalty: 3387.927246
	Iteration 30Q: 3 clusters Score -3198154 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3198230.750000 Penalty: 3387.927246
	Iteration 31Q: 3 clusters Score -3198231 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3198311.250000 Penalty: 3387.927246
	Iteration 32Q: 3 clusters Score -3198311 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3198414 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3198500 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3198566 nChanged 259
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Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3198660 nChanged 231
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Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3198720 nChanged 190
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Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3198784 nChanged 191
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Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3198835 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3198871.500000 Penalty: 3387.927246
	Iteration 40F: 3 clusters Score -3198872 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3198932.250000 Penalty: 3387.927246
	Iteration 41Q: 3 clusters Score -3198932 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3198963.500000 Penalty: 3387.927246
	Iteration 42Q: 3 clusters Score -3198964 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3199005.000000 Penalty: 3387.927246
	Iteration 43Q: 3 clusters Score -3199005 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3199030.500000 Penalty: 3387.927246
	Iteration 44Q: 3 clusters Score -3199030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3199051.750000 Penalty: 3387.927246
	Iteration 45Q: 3 clusters Score -3199052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3199079.500000 Penalty: 3387.927246
	Iteration 46Q: 3 clusters Score -3199080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3199114.500000 Penalty: 3387.927246
	Iteration 47Q: 3 clusters Score -3199114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3199135.750000 Penalty: 3387.927246
	Iteration 48Q: 3 clusters Score -3199136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3199148.750000 Penalty: 3387.927246
	Iteration 49Q: 3 clusters Score -3199149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3199157.250000 Penalty: 3387.927246
	Iteration 50Q: 3 clusters Score -3199157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3199172.000000 Penalty: 3387.927246
	Iteration 51Q: 3 clusters Score -3199172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3199192.250000 Penalty: 3387.927246
	Iteration 52Q: 3 clusters Score -3199192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3199203.500000 Penalty: 3387.927246
	Iteration 53Q: 3 clusters Score -3199204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3199203.750000 Penalty: 3387.927246
	Iteration 54Q: 3 clusters Score -3199204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3199209.250000 Penalty: 3387.927246
	Iteration 55Q: 3 clusters Score -3199209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3199216.500000 Penalty: 3387.927246
	Iteration 56Q: 3 clusters Score -3199216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3199220.750000 Penalty: 3387.927246
	Iteration 57Q: 3 clusters Score -3199221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3199222.250000 Penalty: 3387.927246
	Iteration 58Q: 3 clusters Score -3199222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3199224.750000 Penalty: 3387.927246
	Iteration 59Q: 3 clusters Score -3199225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3199223.750000 Penalty: 3387.927246
	Iteration 60F: 3 clusters Score -3199224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3199231.250000 Penalty: 3387.927246
	Iteration 61Q: 3 clusters Score -3199231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3199238.250000 Penalty: 3387.927246
	Iteration 62Q: 3 clusters Score -3199238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3199246.000000 Penalty: 3387.927246
	Iteration 63Q: 3 clusters Score -3199246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3199247.250000 Penalty: 3387.927246
	Iteration 64Q: 3 clusters Score -3199247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3199251.750000 Penalty: 3387.927246
	Iteration 65Q: 3 clusters Score -3199252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3199264.250000 Penalty: 3387.927246
	Iteration 66Q: 3 clusters Score -3199264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3199267.000000 Penalty: 3387.927246
	Iteration 67Q: 3 clusters Score -3199267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3199271.000000 Penalty: 3387.927246
	Iteration 68Q: 3 clusters Score -3199271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3199281.500000 Penalty: 3387.927246
	Iteration 69Q: 3 clusters Score -3199282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3199281.500000 Penalty: 3387.927246
	Iteration 70Q: 3 clusters Score -3199282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3199282.250000 Penalty: 3387.927246
	Iteration 71Q: 3 clusters Score -3199282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3199284.250000 Penalty: 3387.927246
	Iteration 72Q: 3 clusters Score -3199284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3199284.750000 Penalty: 3387.927246
	Iteration 73Q: 3 clusters Score -3199285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3199287.000000 Penalty: 3387.927246
	Iteration 74Q: 3 clusters Score -3199287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3199285.000000 Penalty: 3387.927246
	Iteration 75Q: 3 clusters Score -3199285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3199292.000000 Penalty: 3387.927246
	Iteration 76Q: 3 clusters Score -3199292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3199290.000000 Penalty: 3387.927246
	Iteration 77Q: 3 clusters Score -3199290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3199296.250000 Penalty: 3387.927246
	Iteration 78Q: 3 clusters Score -3199296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3199294.500000 Penalty: 3387.927246
	Iteration 79Q: 3 clusters Score -3199294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3199294.750000 Penalty: 3387.927246
	Iteration 80F: 3 clusters Score -3199295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3199295.000000 Penalty: 3387.927246
	Iteration 81Q: 3 clusters Score -3199295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3199297.500000 Penalty: 3387.927246
	Iteration 82Q: 3 clusters Score -3199298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3199295.000000 Penalty: 3387.927246
	Iteration 83Q: 3 clusters Score -3199295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3199294.500000 Penalty: 3387.927246
	Iteration 84Q: 3 clusters Score -3199294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3199295.250000 Penalty: 3387.927246
	Iteration 85Q: 3 clusters Score -3199295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3199294.250000 Penalty: 3387.927246
	Iteration 86Q: 3 clusters Score -3199294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3199293.250000 Penalty: 3387.927246
	Iteration 87Q: 3 clusters Score -3199293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3199292.000000 Penalty: 3387.927246
	Iteration 88Q: 3 clusters Score -3199292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3199292.000000 Penalty: 3387.927246
	Iteration 89F: 3 clusters Score -3199292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Entering Unmasked Estep 
Score: -1148669.500000 Penalty: 1527.562134
	Iteration 0F: 2 clusters Score -1148670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1140235.125000 Penalty: 3055.124268
	Iteration 0F: 3 clusters Score -1140235 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1143081.375000 Penalty: 3055.124268
	Iteration 1F: 3 clusters Score -1143081 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1143492.375000 Penalty: 3055.124268
	Iteration 2F: 3 clusters Score -1143492 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1143974.250000 Penalty: 3055.124268
	Iteration 3F: 3 clusters Score -1143974 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1144586.875000 Penalty: 3055.124268
	Iteration 4F: 3 clusters Score -1144587 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1145293.125000 Penalty: 3055.124268
	Iteration 5F: 3 clusters Score -1145293 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1146045.625000 Penalty: 3055.124268
	Iteration 6F: 3 clusters Score -1146046 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1146650.500000 Penalty: 3055.124268
	Iteration 7F: 3 clusters Score -1146650 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1147060.000000 Penalty: 3055.124268
	Iteration 8Q: 3 clusters Score -1147060 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1147258.375000 Penalty: 3055.124268
	Iteration 9Q: 3 clusters Score -1147258 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1147346.000000 Penalty: 3055.124268
	Iteration 10Q: 3 clusters Score -1147346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1147401.125000 Penalty: 3055.124268
	Iteration 11Q: 3 clusters Score -1147401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1147425.750000 Penalty: 3055.124268
	Iteration 12Q: 3 clusters Score -1147426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1147449.875000 Penalty: 3055.124268
	Iteration 13Q: 3 clusters Score -1147450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1147469.500000 Penalty: 3055.124268
	Iteration 14Q: 3 clusters Score -1147470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1147478.125000 Penalty: 3055.124268
	Iteration 15Q: 3 clusters Score -1147478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1147487.250000 Penalty: 3055.124268
	Iteration 16Q: 3 clusters Score -1147487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1147496.500000 Penalty: 3055.124268
	Iteration 17Q: 3 clusters Score -1147496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1147505.375000 Penalty: 3055.124268
	Iteration 18Q: 3 clusters Score -1147505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1147506.750000 Penalty: 3055.124268
	Iteration 19Q: 3 clusters Score -1147507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1147510.500000 Penalty: 3055.124268
	Iteration 20F: 3 clusters Score -1147510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1147511.000000 Penalty: 3055.124268
	Iteration 21Q: 3 clusters Score -1147511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1147512.000000 Penalty: 3055.124268
	Iteration 22Q: 3 clusters Score -1147512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1147512.875000 Penalty: 3055.124268
	Iteration 23Q: 3 clusters Score -1147513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1147515.625000 Penalty: 3055.124268
	Iteration 24Q: 3 clusters Score -1147516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1147520.125000 Penalty: 3055.124268
	Iteration 25Q: 3 clusters Score -1147520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1147523.000000 Penalty: 3055.124268
	Iteration 26Q: 3 clusters Score -1147523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1147525.750000 Penalty: 3055.124268
	Iteration 27Q: 3 clusters Score -1147526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1147527.000000 Penalty: 3055.124268
	Iteration 28Q: 3 clusters Score -1147527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1147525.750000 Penalty: 3055.124268
	Iteration 29Q: 3 clusters Score -1147526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1147528.875000 Penalty: 3055.124268
	Iteration 30Q: 3 clusters Score -1147529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1147532.000000 Penalty: 3055.124268
	Iteration 31Q: 3 clusters Score -1147532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1147532.250000 Penalty: 3055.124268
	Iteration 32Q: 3 clusters Score -1147532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1147532.625000 Penalty: 3055.124268
	Iteration 33Q: 3 clusters Score -1147533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1147532.625000 Penalty: 3055.124268
	Iteration 34F: 3 clusters Score -1147533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Entering Unmasked Estep 
Score: -328849.906250 Penalty: 1334.586304
	Iteration 0F: 2 clusters Score -328849.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -325684.187500 Penalty: 2669.172607
	Iteration 0F: 3 clusters Score -325684.2 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -326563.468750 Penalty: 2669.172607
	Iteration 1F: 3 clusters Score -326563.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -326787.437500 Penalty: 2669.172607
	Iteration 2F: 3 clusters Score -326787.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -326979.312500 Penalty: 2669.172607
	Iteration 3F: 3 clusters Score -326979.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -327124.031250 Penalty: 2669.172607
	Iteration 4F: 3 clusters Score -327124 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -327235.781250 Penalty: 2669.172607
	Iteration 5F: 3 clusters Score -327235.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -327333.875000 Penalty: 2669.172607
	Iteration 6Q: 3 clusters Score -327333.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -327427.750000 Penalty: 2669.172607
	Iteration 7Q: 3 clusters Score -327427.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -327505.156250 Penalty: 2669.172607
	Iteration 8Q: 3 clusters Score -327505.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -327563.812500 Penalty: 2669.172607
	Iteration 9Q: 3 clusters Score -327563.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -327618.812500 Penalty: 2669.172607
	Iteration 10Q: 3 clusters Score -327618.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -327680.500000 Penalty: 2669.172607
	Iteration 11Q: 3 clusters Score -327680.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -327724.750000 Penalty: 2669.172607
	Iteration 12Q: 3 clusters Score -327724.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -327780.875000 Penalty: 2669.172607
	Iteration 13Q: 3 clusters Score -327780.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -327832.312500 Penalty: 2669.172607
	Iteration 14Q: 3 clusters Score -327832.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -327876.312500 Penalty: 2669.172607
	Iteration 15Q: 3 clusters Score -327876.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -327908.281250 Penalty: 2669.172607
	Iteration 16Q: 3 clusters Score -327908.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -327929.406250 Penalty: 2669.172607
	Iteration 17Q: 3 clusters Score -327929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -327940.406250 Penalty: 2669.172607
	Iteration 18Q: 3 clusters Score -327940.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -327951.906250 Penalty: 2669.172607
	Iteration 19Q: 3 clusters Score -327951.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -327959.343750 Penalty: 2669.172607
	Iteration 20F: 3 clusters Score -327959.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -327962.156250 Penalty: 2669.172607
	Iteration 21Q: 3 clusters Score -327962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -327965.093750 Penalty: 2669.172607
	Iteration 22Q: 3 clusters Score -327965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -327967.156250 Penalty: 2669.172607
	Iteration 23Q: 3 clusters Score -327967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -327968.968750 Penalty: 2669.172607
	Iteration 24Q: 3 clusters Score -327969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -327968.875000 Penalty: 2669.172607
	Iteration 25Q: 3 clusters Score -327968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -327970.218750 Penalty: 2669.172607
	Iteration 26Q: 3 clusters Score -327970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -327971.125000 Penalty: 2669.172607
	Iteration 27Q: 3 clusters Score -327971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -327971.156250 Penalty: 2669.172607
	Iteration 28Q: 3 clusters Score -327971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -327972.625000 Penalty: 2669.172607
	Iteration 29Q: 3 clusters Score -327972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -327972.468750 Penalty: 2669.172607
	Iteration 30Q: 3 clusters Score -327972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -327973.312500 Penalty: 2669.172607
	Iteration 31Q: 3 clusters Score -327973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -327974.062500 Penalty: 2669.172607
	Iteration 32Q: 3 clusters Score -327974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -327974.062500 Penalty: 2669.172607
	Iteration 33F: 3 clusters Score -327974.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -400899.437500 Penalty: 1360.176270
	Iteration 0F: 2 clusters Score -400899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397359.718750 Penalty: 2720.352539
	Iteration 0F: 3 clusters Score -397359.7 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -398323.156250 Penalty: 2720.352539
	Iteration 1F: 3 clusters Score -398323.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -398481.406250 Penalty: 2720.352539
	Iteration 2F: 3 clusters Score -398481.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -398566.093750 Penalty: 2720.352539
	Iteration 3Q: 3 clusters Score -398566.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -398630.218750 Penalty: 2720.352539
	Iteration 4Q: 3 clusters Score -398630.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -398694.093750 Penalty: 2720.352539
	Iteration 5Q: 3 clusters Score -398694.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -398755.750000 Penalty: 2720.352539
	Iteration 6Q: 3 clusters Score -398755.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -398795.468750 Penalty: 2720.352539
	Iteration 7Q: 3 clusters Score -398795.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -398825.000000 Penalty: 2720.352539
	Iteration 8Q: 3 clusters Score -398825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -398851.218750 Penalty: 2720.352539
	Iteration 9Q: 3 clusters Score -398851.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -398878.718750 Penalty: 2720.352539
	Iteration 10Q: 3 clusters Score -398878.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -398903.437500 Penalty: 2720.352539
	Iteration 11Q: 3 clusters Score -398903.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -398921.937500 Penalty: 2720.352539
	Iteration 12Q: 3 clusters Score -398921.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -398942.218750 Penalty: 2720.352539
	Iteration 13Q: 3 clusters Score -398942.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -398957.937500 Penalty: 2720.352539
	Iteration 14Q: 3 clusters Score -398957.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -398969.625000 Penalty: 2720.352539
	Iteration 15Q: 3 clusters Score -398969.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -398984.125000 Penalty: 2720.352539
	Iteration 16Q: 3 clusters Score -398984.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -398997.906250 Penalty: 2720.352539
	Iteration 17Q: 3 clusters Score -398997.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -399011.562500 Penalty: 2720.352539
	Iteration 18Q: 3 clusters Score -399011.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -399024.093750 Penalty: 2720.352539
	Iteration 19Q: 3 clusters Score -399024.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -399036.250000 Penalty: 2720.352539
	Iteration 20F: 3 clusters Score -399036.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -399053.312500 Penalty: 2720.352539
	Iteration 21Q: 3 clusters Score -399053.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -399072.718750 Penalty: 2720.352539
	Iteration 22Q: 3 clusters Score -399072.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -399094.500000 Penalty: 2720.352539
	Iteration 23Q: 3 clusters Score -399094.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -399115.031250 Penalty: 2720.352539
	Iteration 24Q: 3 clusters Score -399115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -399147.250000 Penalty: 2720.352539
	Iteration 25Q: 3 clusters Score -399147.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -399185.562500 Penalty: 2720.352539
	Iteration 26Q: 3 clusters Score -399185.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -399239.218750 Penalty: 2720.352539
	Iteration 27Q: 3 clusters Score -399239.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -399295.593750 Penalty: 2720.352539
	Iteration 28Q: 3 clusters Score -399295.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -399336.656250 Penalty: 2720.352539
	Iteration 29Q: 3 clusters Score -399336.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -399365.281250 Penalty: 2720.352539
	Iteration 30Q: 3 clusters Score -399365.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -399383.906250 Penalty: 2720.352539
	Iteration 31Q: 3 clusters Score -399383.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -399397.562500 Penalty: 2720.352539
	Iteration 32Q: 3 clusters Score -399397.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -399408.093750 Penalty: 2720.352539
	Iteration 33Q: 3 clusters Score -399408.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -399415.500000 Penalty: 2720.352539
	Iteration 34Q: 3 clusters Score -399415.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -399426.218750 Penalty: 2720.352539
	Iteration 35Q: 3 clusters Score -399426.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -399434.125000 Penalty: 2720.352539
	Iteration 36Q: 3 clusters Score -399434.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -399439.843750 Penalty: 2720.352539
	Iteration 37Q: 3 clusters Score -399439.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -399447.218750 Penalty: 2720.352539
	Iteration 38Q: 3 clusters Score -399447.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -399451.500000 Penalty: 2720.352539
	Iteration 39Q: 3 clusters Score -399451.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -399456.343750 Penalty: 2720.352539
	Iteration 40F: 3 clusters Score -399456.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -399464.375000 Penalty: 2720.352539
	Iteration 41Q: 3 clusters Score -399464.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -399472.843750 Penalty: 2720.352539
	Iteration 42Q: 3 clusters Score -399472.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -399486.000000 Penalty: 2720.352539
	Iteration 43Q: 3 clusters Score -399486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -399490.687500 Penalty: 2720.352539
	Iteration 44Q: 3 clusters Score -399490.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -399497.875000 Penalty: 2720.352539
	Iteration 45Q: 3 clusters Score -399497.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -399503.218750 Penalty: 2720.352539
	Iteration 46Q: 3 clusters Score -399503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -399507.343750 Penalty: 2720.352539
	Iteration 47Q: 3 clusters Score -399507.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -399509.875000 Penalty: 2720.352539
	Iteration 48Q: 3 clusters Score -399509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -399512.093750 Penalty: 2720.352539
	Iteration 49Q: 3 clusters Score -399512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -399513.718750 Penalty: 2720.352539
	Iteration 50Q: 3 clusters Score -399513.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -399514.156250 Penalty: 2720.352539
	Iteration 51Q: 3 clusters Score -399514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -399515.125000 Penalty: 2720.352539
	Iteration 52Q: 3 clusters Score -399515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -399515.437500 Penalty: 2720.352539
	Iteration 53Q: 3 clusters Score -399515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -399515.375000 Penalty: 2720.352539
	Iteration 54Q: 3 clusters Score -399515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -399516.031250 Penalty: 2720.352539
	Iteration 55Q: 3 clusters Score -399516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -399515.062500 Penalty: 2720.352539
	Iteration 56Q: 3 clusters Score -399515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -399515.062500 Penalty: 2720.352539
	Iteration 57F: 3 clusters Score -399515.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -53704.277344 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -53704.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52543.468750 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -52543.47 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52746.207031 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -52746.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52795.500000 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -52795.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52824.960938 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -52824.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52838.929688 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -52838.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52846.703125 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -52846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52847.496094 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -52847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52848.738281 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -52848.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52848.738281 Penalty: 2098.450195
	Iteration 8F: 3 clusters Score -52848.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -696959.500000 Penalty: 1456.742310
	Iteration 0F: 2 clusters Score -696959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -691199.000000 Penalty: 2913.484619
	Iteration 0F: 3 clusters Score -691199 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -692899.187500 Penalty: 2913.484619
	Iteration 1F: 3 clusters Score -692899.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -693099.437500 Penalty: 2913.484619
	Iteration 2F: 3 clusters Score -693099.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -693229.000000 Penalty: 2913.484619
	Iteration 3Q: 3 clusters Score -693229 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -693334.312500 Penalty: 2913.484619
	Iteration 4Q: 3 clusters Score -693334.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -693426.625000 Penalty: 2913.484619
	Iteration 5Q: 3 clusters Score -693426.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -693509.187500 Penalty: 2913.484619
	Iteration 6Q: 3 clusters Score -693509.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -693597.625000 Penalty: 2913.484619
	Iteration 7Q: 3 clusters Score -693597.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -693704.062500 Penalty: 2913.484619
	Iteration 8Q: 3 clusters Score -693704.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -693851.375000 Penalty: 2913.484619
	Iteration 9Q: 3 clusters Score -693851.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -694034.812500 Penalty: 2913.484619
	Iteration 10Q: 3 clusters Score -694034.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -694248.187500 Penalty: 2913.484619
	Iteration 11Q: 3 clusters Score -694248.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -694488.250000 Penalty: 2913.484619
	Iteration 12Q: 3 clusters Score -694488.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -694723.000000 Penalty: 2913.484619
	Iteration 13Q: 3 clusters Score -694723 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -694916.000000 Penalty: 2913.484619
	Iteration 14Q: 3 clusters Score -694916 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -695062.500000 Penalty: 2913.484619
	Iteration 15Q: 3 clusters Score -695062.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -695169.125000 Penalty: 2913.484619
	Iteration 16Q: 3 clusters Score -695169.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -695260.937500 Penalty: 2913.484619
	Iteration 17Q: 3 clusters Score -695260.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -695323.875000 Penalty: 2913.484619
	Iteration 18Q: 3 clusters Score -695323.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -695370.562500 Penalty: 2913.484619
	Iteration 19Q: 3 clusters Score -695370.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -695415.250000 Penalty: 2913.484619
	Iteration 20F: 3 clusters Score -695415.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -695444.875000 Penalty: 2913.484619
	Iteration 21Q: 3 clusters Score -695444.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -695472.000000 Penalty: 2913.484619
	Iteration 22Q: 3 clusters Score -695472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -695496.687500 Penalty: 2913.484619
	Iteration 23Q: 3 clusters Score -695496.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -695521.750000 Penalty: 2913.484619
	Iteration 24Q: 3 clusters Score -695521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -695540.125000 Penalty: 2913.484619
	Iteration 25Q: 3 clusters Score -695540.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -695554.375000 Penalty: 2913.484619
	Iteration 26Q: 3 clusters Score -695554.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -695559.562500 Penalty: 2913.484619
	Iteration 27Q: 3 clusters Score -695559.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -695569.875000 Penalty: 2913.484619
	Iteration 28Q: 3 clusters Score -695569.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -695580.062500 Penalty: 2913.484619
	Iteration 29Q: 3 clusters Score -695580.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -695591.812500 Penalty: 2913.484619
	Iteration 30Q: 3 clusters Score -695591.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -695607.062500 Penalty: 2913.484619
	Iteration 31Q: 3 clusters Score -695607.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -695620.937500 Penalty: 2913.484619
	Iteration 32Q: 3 clusters Score -695620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -695628.250000 Penalty: 2913.484619
	Iteration 33Q: 3 clusters Score -695628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -695631.937500 Penalty: 2913.484619
	Iteration 34Q: 3 clusters Score -695631.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -695639.687500 Penalty: 2913.484619
	Iteration 35Q: 3 clusters Score -695639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -695645.250000 Penalty: 2913.484619
	Iteration 36Q: 3 clusters Score -695645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -695652.937500 Penalty: 2913.484619
	Iteration 37Q: 3 clusters Score -695652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -695654.750000 Penalty: 2913.484619
	Iteration 38Q: 3 clusters Score -695654.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -695659.625000 Penalty: 2913.484619
	Iteration 39Q: 3 clusters Score -695659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -695661.187500 Penalty: 2913.484619
	Iteration 40F: 3 clusters Score -695661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -695663.437500 Penalty: 2913.484619
	Iteration 41Q: 3 clusters Score -695663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -695663.687500 Penalty: 2913.484619
	Iteration 42Q: 3 clusters Score -695663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -695665.812500 Penalty: 2913.484619
	Iteration 43Q: 3 clusters Score -695665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -695667.000000 Penalty: 2913.484619
	Iteration 44Q: 3 clusters Score -695667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -695668.812500 Penalty: 2913.484619
	Iteration 45Q: 3 clusters Score -695668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -695673.562500 Penalty: 2913.484619
	Iteration 46Q: 3 clusters Score -695673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -695673.875000 Penalty: 2913.484619
	Iteration 47Q: 3 clusters Score -695673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -695673.812500 Penalty: 2913.484619
	Iteration 48Q: 3 clusters Score -695673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -695675.937500 Penalty: 2913.484619
	Iteration 49Q: 3 clusters Score -695675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -695676.937500 Penalty: 2913.484619
	Iteration 50Q: 3 clusters Score -695676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -695676.437500 Penalty: 2913.484619
	Iteration 51Q: 3 clusters Score -695676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -695676.562500 Penalty: 2913.484619
	Iteration 52Q: 3 clusters Score -695676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -695676.562500 Penalty: 2913.484619
	Iteration 53F: 3 clusters Score -695676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (173114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Entering Unmasked Estep 
Score: -16199737.000000 Penalty: 1960.027100
	Iteration 0F: 2 clusters Score -1.619974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -16084479.000000 Penalty: 3920.054199
	Iteration 0F: 3 clusters Score -1.608448e+07 nChanged 83568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -16134680.000000 Penalty: 3920.054199
	Iteration 1F: 3 clusters Score -1.613468e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 91527 members 
Entering Unmasked Estep 
Score: -16135953.000000 Penalty: 3920.054199
	Iteration 2Q: 3 clusters Score -1.613595e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -16138174.000000 Penalty: 3920.054199
	Iteration 3Q: 3 clusters Score -1.613817e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 99588 members 
Entering Unmasked Estep 
Score: -16141712.000000 Penalty: 3920.054199
	Iteration 4Q: 3 clusters Score -1.614171e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -16147300.000000 Penalty: 3920.054199
	Iteration 5F: 3 clusters Score -1.61473e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 113530 members 
Entering Unmasked Estep 
Score: -16155941.000000 Penalty: 3920.054199
	Iteration 6F: 3 clusters Score -1.615594e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 119934 members 
Entering Unmasked Estep 
Score: -16167149.000000 Penalty: 3920.054199
	Iteration 7F: 3 clusters Score -1.616715e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -16176930.000000 Penalty: 3920.054199
	Iteration 8F: 3 clusters Score -1.617693e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -16180967.000000 Penalty: 3920.054199
	Iteration 9Q: 3 clusters Score -1.618097e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 124529 members 
Entering Unmasked Estep 
Score: -16182261.000000 Penalty: 3920.054199
	Iteration 10Q: 3 clusters Score -1.618226e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 124968 members 
Entering Unmasked Estep 
Score: -16183185.000000 Penalty: 3920.054199
	Iteration 11Q: 3 clusters Score -1.618318e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -16184024.000000 Penalty: 3920.054199
	Iteration 12Q: 3 clusters Score -1.618402e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 125839 members 
Entering Unmasked Estep 
Score: -16184829.000000 Penalty: 3920.054199
	Iteration 13Q: 3 clusters Score -1.618483e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -16185510.000000 Penalty: 3920.054199
	Iteration 14Q: 3 clusters Score -1.618551e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 126828 members 
Entering Unmasked Estep 
Score: -16186006.000000 Penalty: 3920.054199
	Iteration 15Q: 3 clusters Score -1.618601e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -16186553.000000 Penalty: 3920.054199
	Iteration 16Q: 3 clusters Score -1.618655e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 127909 members 
Entering Unmasked Estep 
Score: -16186939.000000 Penalty: 3920.054199
	Iteration 17Q: 3 clusters Score -1.618694e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 128463 members 
Entering Unmasked Estep 
Score: -16187295.000000 Penalty: 3920.054199
	Iteration 18Q: 3 clusters Score -1.61873e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 128980 members 
Entering Unmasked Estep 
Score: -16187594.000000 Penalty: 3920.054199
	Iteration 19Q: 3 clusters Score -1.618759e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -16187917.000000 Penalty: 3920.054199
	Iteration 20F: 3 clusters Score -1.618792e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 129997 members 
Entering Unmasked Estep 
Score: -16188132.000000 Penalty: 3920.054199
	Iteration 21Q: 3 clusters Score -1.618813e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 130482 members 
Entering Unmasked Estep 
Score: -16188257.000000 Penalty: 3920.054199
	Iteration 22Q: 3 clusters Score -1.618826e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 130974 members 
Entering Unmasked Estep 
Score: -16188457.000000 Penalty: 3920.054199
	Iteration 23Q: 3 clusters Score -1.618846e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 131492 members 
Entering Unmasked Estep 
Score: -16188648.000000 Penalty: 3920.054199
	Iteration 24Q: 3 clusters Score -1.618865e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -16188802.000000 Penalty: 3920.054199
	Iteration 25Q: 3 clusters Score -1.61888e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 132565 members 
Entering Unmasked Estep 
Score: -16188900.000000 Penalty: 3920.054199
	Iteration 26Q: 3 clusters Score -1.61889e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -16189024.000000 Penalty: 3920.054199
	Iteration 27Q: 3 clusters Score -1.618902e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -16189174.000000 Penalty: 3920.054199
	Iteration 28Q: 3 clusters Score -1.618917e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 134011 members 
Entering Unmasked Estep 
Score: -16189275.000000 Penalty: 3920.054199
	Iteration 29Q: 3 clusters Score -1.618928e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -16189421.000000 Penalty: 3920.054199
	Iteration 30Q: 3 clusters Score -1.618942e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 135038 members 
Entering Unmasked Estep 
Score: -16189577.000000 Penalty: 3920.054199
	Iteration 31Q: 3 clusters Score -1.618958e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 135550 members 
Entering Unmasked Estep 
Score: -16189679.000000 Penalty: 3920.054199
	Iteration 32Q: 3 clusters Score -1.618968e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 136038 members 
Entering Unmasked Estep 
Score: -16189824.000000 Penalty: 3920.054199
	Iteration 33Q: 3 clusters Score -1.618982e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -16189953.000000 Penalty: 3920.054199
	Iteration 34Q: 3 clusters Score -1.618995e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 137039 members 
Entering Unmasked Estep 
Score: -16190101.000000 Penalty: 3920.054199
	Iteration 35Q: 3 clusters Score -1.61901e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 137504 members 
Entering Unmasked Estep 
Score: -16190226.000000 Penalty: 3920.054199
	Iteration 36Q: 3 clusters Score -1.619023e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 137932 members 
Entering Unmasked Estep 
Score: -16190344.000000 Penalty: 3920.054199
	Iteration 37Q: 3 clusters Score -1.619034e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 138336 members 
Entering Unmasked Estep 
Score: -16190461.000000 Penalty: 3920.054199
	Iteration 38Q: 3 clusters Score -1.619046e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 138717 members 
Entering Unmasked Estep 
Score: -16190590.000000 Penalty: 3920.054199
	Iteration 39Q: 3 clusters Score -1.619059e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 139112 members 
Entering Unmasked Estep 
Score: -16190682.000000 Penalty: 3920.054199
	Iteration 40F: 3 clusters Score -1.619068e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 139477 members 
Entering Unmasked Estep 
Score: -16190688.000000 Penalty: 3920.054199
	Iteration 41Q: 3 clusters Score -1.619069e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 139833 members 
Entering Unmasked Estep 
Score: -16190750.000000 Penalty: 3920.054199
	Iteration 42Q: 3 clusters Score -1.619075e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 140210 members 
Entering Unmasked Estep 
Score: -16190851.000000 Penalty: 3920.054199
	Iteration 43Q: 3 clusters Score -1.619085e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 140579 members 
Entering Unmasked Estep 
Score: -16190960.000000 Penalty: 3920.054199
	Iteration 44Q: 3 clusters Score -1.619096e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 140931 members 
Entering Unmasked Estep 
Score: -16191055.000000 Penalty: 3920.054199
	Iteration 45Q: 3 clusters Score -1.619106e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 141285 members 
Entering Unmasked Estep 
Score: -16191133.000000 Penalty: 3920.054199
	Iteration 46Q: 3 clusters Score -1.619113e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 141625 members 
Entering Unmasked Estep 
Score: -16191240.000000 Penalty: 3920.054199
	Iteration 47Q: 3 clusters Score -1.619124e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -16191348.000000 Penalty: 3920.054199
	Iteration 48Q: 3 clusters Score -1.619135e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
Score: -16191408.000000 Penalty: 3920.054199
	Iteration 49Q: 3 clusters Score -1.619141e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -16191522.000000 Penalty: 3920.054199
	Iteration 50Q: 3 clusters Score -1.619152e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 142745 members 
Entering Unmasked Estep 
Score: -16191585.000000 Penalty: 3920.054199
	Iteration 51Q: 3 clusters Score -1.619158e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 142991 members 
Entering Unmasked Estep 
Score: -16191667.000000 Penalty: 3920.054199
	Iteration 52Q: 3 clusters Score -1.619167e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 143220 members 
Entering Unmasked Estep 
Score: -16191714.000000 Penalty: 3920.054199
	Iteration 53Q: 3 clusters Score -1.619171e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 143457 members 
Entering Unmasked Estep 
Score: -16191815.000000 Penalty: 3920.054199
	Iteration 54Q: 3 clusters Score -1.619182e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -16191874.000000 Penalty: 3920.054199
	Iteration 55Q: 3 clusters Score -1.619187e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 143920 members 
Entering Unmasked Estep 
Score: -16191947.000000 Penalty: 3920.054199
	Iteration 56Q: 3 clusters Score -1.619195e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 144128 members 
Entering Unmasked Estep 
Score: -16191944.000000 Penalty: 3920.054199
	Iteration 57Q: 3 clusters Score -1.619194e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 144337 members 
Entering Unmasked Estep 
Score: -16192023.000000 Penalty: 3920.054199
	Iteration 58Q: 3 clusters Score -1.619202e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 144552 members 
Entering Unmasked Estep 
Score: -16192085.000000 Penalty: 3920.054199
	Iteration 59Q: 3 clusters Score -1.619208e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 144747 members 
Entering Unmasked Estep 
Score: -16192149.000000 Penalty: 3920.054199
	Iteration 60F: 3 clusters Score -1.619215e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 144931 members 
Entering Unmasked Estep 
Score: -16192210.000000 Penalty: 3920.054199
	Iteration 61Q: 3 clusters Score -1.619221e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 145121 members 
Entering Unmasked Estep 
Score: -16192278.000000 Penalty: 3920.054199
	Iteration 62Q: 3 clusters Score -1.619228e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 145321 members 
Entering Unmasked Estep 
Score: -16192380.000000 Penalty: 3920.054199
	Iteration 63Q: 3 clusters Score -1.619238e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 145533 members 
Entering Unmasked Estep 
Score: -16192437.000000 Penalty: 3920.054199
	Iteration 64Q: 3 clusters Score -1.619244e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 145734 members 
Entering Unmasked Estep 
Score: -16192493.000000 Penalty: 3920.054199
	Iteration 65Q: 3 clusters Score -1.619249e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 145904 members 
Entering Unmasked Estep 
Score: -16192543.000000 Penalty: 3920.054199
	Iteration 66Q: 3 clusters Score -1.619254e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 146063 members 
Entering Unmasked Estep 
Score: -16192631.000000 Penalty: 3920.054199
	Iteration 67Q: 3 clusters Score -1.619263e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -16192692.000000 Penalty: 3920.054199
	Iteration 68Q: 3 clusters Score -1.619269e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -16192736.000000 Penalty: 3920.054199
	Iteration 69Q: 3 clusters Score -1.619274e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 146539 members 
Entering Unmasked Estep 
Score: -16192781.000000 Penalty: 3920.054199
	Iteration 70Q: 3 clusters Score -1.619278e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 146727 members 
Entering Unmasked Estep 
Score: -16192809.000000 Penalty: 3920.054199
	Iteration 71Q: 3 clusters Score -1.619281e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 146916 members 
Entering Unmasked Estep 
Score: -16192873.000000 Penalty: 3920.054199
	Iteration 72Q: 3 clusters Score -1.619287e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -16192925.000000 Penalty: 3920.054199
	Iteration 73Q: 3 clusters Score -1.619292e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -16192939.000000 Penalty: 3920.054199
	Iteration 74Q: 3 clusters Score -1.619294e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 147462 members 
Entering Unmasked Estep 
Score: -16192982.000000 Penalty: 3920.054199
	Iteration 75Q: 3 clusters Score -1.619298e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -16193033.000000 Penalty: 3920.054199
	Iteration 76Q: 3 clusters Score -1.619303e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -16193093.000000 Penalty: 3920.054199
	Iteration 77Q: 3 clusters Score -1.619309e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -16193194.000000 Penalty: 3920.054199
	Iteration 78Q: 3 clusters Score -1.619319e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -16193223.000000 Penalty: 3920.054199
	Iteration 79Q: 3 clusters Score -1.619322e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 148421 members 
Entering Unmasked Estep 
Score: -16193261.000000 Penalty: 3920.054199
	Iteration 80F: 3 clusters Score -1.619326e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -16193305.000000 Penalty: 3920.054199
	Iteration 81Q: 3 clusters Score -1.61933e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 148767 members 
Entering Unmasked Estep 
Score: -16193381.000000 Penalty: 3920.054199
	Iteration 82Q: 3 clusters Score -1.619338e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 148930 members 
Entering Unmasked Estep 
Score: -16193481.000000 Penalty: 3920.054199
	Iteration 83Q: 3 clusters Score -1.619348e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -16193599.000000 Penalty: 3920.054199
	Iteration 84Q: 3 clusters Score -1.61936e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 149279 members 
Entering Unmasked Estep 
Score: -16193708.000000 Penalty: 3920.054199
	Iteration 85Q: 3 clusters Score -1.619371e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -16193763.000000 Penalty: 3920.054199
	Iteration 86Q: 3 clusters Score -1.619376e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -16193853.000000 Penalty: 3920.054199
	Iteration 87Q: 3 clusters Score -1.619385e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 149858 members 
Entering Unmasked Estep 
Score: -16193924.000000 Penalty: 3920.054199
	Iteration 88Q: 3 clusters Score -1.619392e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 150054 members 
Entering Unmasked Estep 
Score: -16194022.000000 Penalty: 3920.054199
	Iteration 89Q: 3 clusters Score -1.619402e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -16194109.000000 Penalty: 3920.054199
	Iteration 90Q: 3 clusters Score -1.619411e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -16194194.000000 Penalty: 3920.054199
	Iteration 91Q: 3 clusters Score -1.619419e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 150690 members 
Entering Unmasked Estep 
Score: -16194320.000000 Penalty: 3920.054199
	Iteration 92Q: 3 clusters Score -1.619432e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -16194421.000000 Penalty: 3920.054199
	Iteration 93Q: 3 clusters Score -1.619442e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -16194513.000000 Penalty: 3920.054199
	Iteration 94Q: 3 clusters Score -1.619451e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -16194650.000000 Penalty: 3920.054199
	Iteration 95Q: 3 clusters Score -1.619465e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 151539 members 
Entering Unmasked Estep 
Score: -16194744.000000 Penalty: 3920.054199
	Iteration 96Q: 3 clusters Score -1.619474e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 151712 members 
Entering Unmasked Estep 
Score: -16194826.000000 Penalty: 3920.054199
	Iteration 97Q: 3 clusters Score -1.619483e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 151864 members 
Entering Unmasked Estep 
Score: -16194961.000000 Penalty: 3920.054199
	Iteration 98Q: 3 clusters Score -1.619496e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 152012 members 
Entering Unmasked Estep 
Score: -16195029.000000 Penalty: 3920.054199
	Iteration 99Q: 3 clusters Score -1.619503e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -16195076.000000 Penalty: 3920.054199
	Iteration 100F: 3 clusters Score -1.619508e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 152292 members 
Entering Unmasked Estep 
Score: -16195105.000000 Penalty: 3920.054199
	Iteration 101Q: 3 clusters Score -1.61951e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 152432 members 
Entering Unmasked Estep 
Score: -16195219.000000 Penalty: 3920.054199
	Iteration 102Q: 3 clusters Score -1.619522e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 152577 members 
Entering Unmasked Estep 
Score: -16195255.000000 Penalty: 3920.054199
	Iteration 103Q: 3 clusters Score -1.619526e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -16195320.000000 Penalty: 3920.054199
	Iteration 104Q: 3 clusters Score -1.619532e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 152867 members 
Entering Unmasked Estep 
Score: -16195356.000000 Penalty: 3920.054199
	Iteration 105Q: 3 clusters Score -1.619536e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -16195446.000000 Penalty: 3920.054199
	Iteration 106Q: 3 clusters Score -1.619545e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 153203 members 
Entering Unmasked Estep 
Score: -16195508.000000 Penalty: 3920.054199
	Iteration 107Q: 3 clusters Score -1.619551e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -16195586.000000 Penalty: 3920.054199
	Iteration 108Q: 3 clusters Score -1.619559e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 153508 members 
Entering Unmasked Estep 
Score: -16195647.000000 Penalty: 3920.054199
	Iteration 109Q: 3 clusters Score -1.619565e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -16195676.000000 Penalty: 3920.054199
	Iteration 110Q: 3 clusters Score -1.619568e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 153804 members 
Entering Unmasked Estep 
Score: -16195745.000000 Penalty: 3920.054199
	Iteration 111Q: 3 clusters Score -1.619574e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 153947 members 
Entering Unmasked Estep 
Score: -16195773.000000 Penalty: 3920.054199
	Iteration 112Q: 3 clusters Score -1.619577e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -16195805.000000 Penalty: 3920.054199
	Iteration 113Q: 3 clusters Score -1.61958e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 154238 members 
Entering Unmasked Estep 
Score: -16195880.000000 Penalty: 3920.054199
	Iteration 114Q: 3 clusters Score -1.619588e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 154371 members 
Entering Unmasked Estep 
Score: -16195915.000000 Penalty: 3920.054199
	Iteration 115Q: 3 clusters Score -1.619592e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -16195935.000000 Penalty: 3920.054199
	Iteration 116Q: 3 clusters Score -1.619594e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -16196026.000000 Penalty: 3920.054199
	Iteration 117Q: 3 clusters Score -1.619603e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 154832 members 
Entering Unmasked Estep 
Score: -16196046.000000 Penalty: 3920.054199
	Iteration 118Q: 3 clusters Score -1.619605e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 154991 members 
Entering Unmasked Estep 
Score: -16196119.000000 Penalty: 3920.054199
	Iteration 119Q: 3 clusters Score -1.619612e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -16196174.000000 Penalty: 3920.054199
	Iteration 120F: 3 clusters Score -1.619617e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -16196215.000000 Penalty: 3920.054199
	Iteration 121Q: 3 clusters Score -1.619622e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -16196273.000000 Penalty: 3920.054199
	Iteration 122Q: 3 clusters Score -1.619627e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 155638 members 
Entering Unmasked Estep 
Score: -16196320.000000 Penalty: 3920.054199
	Iteration 123Q: 3 clusters Score -1.619632e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -16196377.000000 Penalty: 3920.054199
	Iteration 124Q: 3 clusters Score -1.619638e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 155978 members 
Entering Unmasked Estep 
Score: -16196438.000000 Penalty: 3920.054199
	Iteration 125Q: 3 clusters Score -1.619644e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -16196462.000000 Penalty: 3920.054199
	Iteration 126Q: 3 clusters Score -1.619646e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 156335 members 
Entering Unmasked Estep 
Score: -16196533.000000 Penalty: 3920.054199
	Iteration 127Q: 3 clusters Score -1.619653e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -16196610.000000 Penalty: 3920.054199
	Iteration 128Q: 3 clusters Score -1.619661e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 156687 members 
Entering Unmasked Estep 
Score: -16196652.000000 Penalty: 3920.054199
	Iteration 129Q: 3 clusters Score -1.619665e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 156873 members 
Entering Unmasked Estep 
Score: -16196707.000000 Penalty: 3920.054199
	Iteration 130Q: 3 clusters Score -1.619671e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -16196753.000000 Penalty: 3920.054199
	Iteration 131Q: 3 clusters Score -1.619675e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 157301 members 
Entering Unmasked Estep 
Score: -16196785.000000 Penalty: 3920.054199
	Iteration 132Q: 3 clusters Score -1.619678e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 157520 members 
Entering Unmasked Estep 
Score: -16196868.000000 Penalty: 3920.054199
	Iteration 133Q: 3 clusters Score -1.619687e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -16196922.000000 Penalty: 3920.054199
	Iteration 134Q: 3 clusters Score -1.619692e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -16196946.000000 Penalty: 3920.054199
	Iteration 135Q: 3 clusters Score -1.619695e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 158230 members 
Entering Unmasked Estep 
Score: -16197039.000000 Penalty: 3920.054199
	Iteration 136Q: 3 clusters Score -1.619704e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 158471 members 
Entering Unmasked Estep 
Score: -16197087.000000 Penalty: 3920.054199
	Iteration 137Q: 3 clusters Score -1.619709e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -16197212.000000 Penalty: 3920.054199
	Iteration 138Q: 3 clusters Score -1.619721e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -16197272.000000 Penalty: 3920.054199
	Iteration 139Q: 3 clusters Score -1.619727e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 159118 members 
Entering Unmasked Estep 
Score: -16197309.000000 Penalty: 3920.054199
	Iteration 140F: 3 clusters Score -1.619731e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 159321 members 
Entering Unmasked Estep 
Score: -16197340.000000 Penalty: 3920.054199
	Iteration 141Q: 3 clusters Score -1.619734e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 159533 members 
Entering Unmasked Estep 
Score: -16197378.000000 Penalty: 3920.054199
	Iteration 142Q: 3 clusters Score -1.619738e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 159748 members 
Entering Unmasked Estep 
Score: -16197474.000000 Penalty: 3920.054199
	Iteration 143Q: 3 clusters Score -1.619747e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 159952 members 
Entering Unmasked Estep 
Score: -16197510.000000 Penalty: 3920.054199
	Iteration 144Q: 3 clusters Score -1.619751e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 160167 members 
Entering Unmasked Estep 
Score: -16197536.000000 Penalty: 3920.054199
	Iteration 145Q: 3 clusters Score -1.619754e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -16197570.000000 Penalty: 3920.054199
	Iteration 146Q: 3 clusters Score -1.619757e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -16197582.000000 Penalty: 3920.054199
	Iteration 147Q: 3 clusters Score -1.619758e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 160781 members 
Entering Unmasked Estep 
Score: -16197598.000000 Penalty: 3920.054199
	Iteration 148Q: 3 clusters Score -1.61976e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 161003 members 
Entering Unmasked Estep 
Score: -16197584.000000 Penalty: 3920.054199
	Iteration 149Q: 3 clusters Score -1.619758e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -16197663.000000 Penalty: 3920.054199
	Iteration 150Q: 3 clusters Score -1.619766e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 161430 members 
Entering Unmasked Estep 
Score: -16197714.000000 Penalty: 3920.054199
	Iteration 151Q: 3 clusters Score -1.619771e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 161613 members 
Entering Unmasked Estep 
Score: -16197734.000000 Penalty: 3920.054199
	Iteration 152Q: 3 clusters Score -1.619773e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -16197759.000000 Penalty: 3920.054199
	Iteration 153Q: 3 clusters Score -1.619776e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -16197768.000000 Penalty: 3920.054199
	Iteration 154Q: 3 clusters Score -1.619777e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 162104 members 
Entering Unmasked Estep 
Score: -16197763.000000 Penalty: 3920.054199
	Iteration 155Q: 3 clusters Score -1.619776e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 162270 members 
Entering Unmasked Estep 
Score: -16197804.000000 Penalty: 3920.054199
	Iteration 156Q: 3 clusters Score -1.61978e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 162446 members 
Entering Unmasked Estep 
Score: -16197822.000000 Penalty: 3920.054199
	Iteration 157Q: 3 clusters Score -1.619782e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 162618 members 
Entering Unmasked Estep 
Score: -16197823.000000 Penalty: 3920.054199
	Iteration 158Q: 3 clusters Score -1.619782e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 162769 members 
Entering Unmasked Estep 
Score: -16197855.000000 Penalty: 3920.054199
	Iteration 159Q: 3 clusters Score -1.619786e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 162916 members 
Entering Unmasked Estep 
Score: -16197867.000000 Penalty: 3920.054199
	Iteration 160F: 3 clusters Score -1.619787e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 163058 members 
Entering Unmasked Estep 
Score: -16197842.000000 Penalty: 3920.054199
	Iteration 161Q: 3 clusters Score -1.619784e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -16197848.000000 Penalty: 3920.054199
	Iteration 162Q: 3 clusters Score -1.619785e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 163364 members 
Entering Unmasked Estep 
Score: -16197840.000000 Penalty: 3920.054199
	Iteration 163Q: 3 clusters Score -1.619784e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 163515 members 
Entering Unmasked Estep 
Score: -16197876.000000 Penalty: 3920.054199
	Iteration 164Q: 3 clusters Score -1.619788e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 163665 members 
Entering Unmasked Estep 
Score: -16197891.000000 Penalty: 3920.054199
	Iteration 165Q: 3 clusters Score -1.619789e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 163833 members 
Entering Unmasked Estep 
Score: -16197921.000000 Penalty: 3920.054199
	Iteration 166Q: 3 clusters Score -1.619792e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 163993 members 
Entering Unmasked Estep 
Score: -16197912.000000 Penalty: 3920.054199
	Iteration 167Q: 3 clusters Score -1.619791e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -16197946.000000 Penalty: 3920.054199
	Iteration 168Q: 3 clusters Score -1.619795e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -16197936.000000 Penalty: 3920.054199
	Iteration 169Q: 3 clusters Score -1.619794e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 164463 members 
Entering Unmasked Estep 
Score: -16197954.000000 Penalty: 3920.054199
	Iteration 170Q: 3 clusters Score -1.619795e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 164634 members 
Entering Unmasked Estep 
Score: -16198008.000000 Penalty: 3920.054199
	Iteration 171Q: 3 clusters Score -1.619801e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -16198016.000000 Penalty: 3920.054199
	Iteration 172Q: 3 clusters Score -1.619802e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 164958 members 
Entering Unmasked Estep 
Score: -16198064.000000 Penalty: 3920.054199
	Iteration 173Q: 3 clusters Score -1.619806e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 165120 members 
Entering Unmasked Estep 
Score: -16198030.000000 Penalty: 3920.054199
	Iteration 174Q: 3 clusters Score -1.619803e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -16198029.000000 Penalty: 3920.054199
	Iteration 175Q: 3 clusters Score -1.619803e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 165425 members 
Entering Unmasked Estep 
Score: -16198033.000000 Penalty: 3920.054199
	Iteration 176Q: 3 clusters Score -1.619803e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 165592 members 
Entering Unmasked Estep 
Score: -16198039.000000 Penalty: 3920.054199
	Iteration 177Q: 3 clusters Score -1.619804e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 165747 members 
Entering Unmasked Estep 
Score: -16198050.000000 Penalty: 3920.054199
	Iteration 178Q: 3 clusters Score -1.619805e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -16198052.000000 Penalty: 3920.054199
	Iteration 179Q: 3 clusters Score -1.619805e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 166043 members 
Entering Unmasked Estep 
Score: -16198040.000000 Penalty: 3920.054199
	Iteration 180F: 3 clusters Score -1.619804e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 166189 members 
Entering Unmasked Estep 
Score: -16198061.000000 Penalty: 3920.054199
	Iteration 181Q: 3 clusters Score -1.619806e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 166311 members 
Entering Unmasked Estep 
Score: -16198016.000000 Penalty: 3920.054199
	Iteration 182Q: 3 clusters Score -1.619802e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -16198023.000000 Penalty: 3920.054199
	Iteration 183Q: 3 clusters Score -1.619802e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 166595 members 
Entering Unmasked Estep 
Score: -16197977.000000 Penalty: 3920.054199
	Iteration 184Q: 3 clusters Score -1.619798e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 166744 members 
Entering Unmasked Estep 
Score: -16197978.000000 Penalty: 3920.054199
	Iteration 185Q: 3 clusters Score -1.619798e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 166900 members 
Entering Unmasked Estep 
Score: -16198008.000000 Penalty: 3920.054199
	Iteration 186Q: 3 clusters Score -1.619801e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -16198012.000000 Penalty: 3920.054199
	Iteration 187Q: 3 clusters Score -1.619801e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -16198025.000000 Penalty: 3920.054199
	Iteration 188Q: 3 clusters Score -1.619802e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 167327 members 
Entering Unmasked Estep 
Score: -16198015.000000 Penalty: 3920.054199
	Iteration 189Q: 3 clusters Score -1.619802e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 167461 members 
Entering Unmasked Estep 
Score: -16198020.000000 Penalty: 3920.054199
	Iteration 190Q: 3 clusters Score -1.619802e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -16198032.000000 Penalty: 3920.054199
	Iteration 191Q: 3 clusters Score -1.619803e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 167694 members 
Entering Unmasked Estep 
Score: -16198060.000000 Penalty: 3920.054199
	Iteration 192Q: 3 clusters Score -1.619806e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 167806 members 
Entering Unmasked Estep 
Score: -16198070.000000 Penalty: 3920.054199
	Iteration 193Q: 3 clusters Score -1.619807e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 167909 members 
Entering Unmasked Estep 
Score: -16198083.000000 Penalty: 3920.054199
	Iteration 194Q: 3 clusters Score -1.619808e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 168025 members 
Entering Unmasked Estep 
Score: -16198069.000000 Penalty: 3920.054199
	Iteration 195Q: 3 clusters Score -1.619807e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -16198084.000000 Penalty: 3920.054199
	Iteration 196Q: 3 clusters Score -1.619808e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 168276 members 
Entering Unmasked Estep 
Score: -16198074.000000 Penalty: 3920.054199
	Iteration 197Q: 3 clusters Score -1.619807e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 168397 members 
Entering Unmasked Estep 
Score: -16198058.000000 Penalty: 3920.054199
	Iteration 198Q: 3 clusters Score -1.619806e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 168506 members 
Entering Unmasked Estep 
Score: -16198036.000000 Penalty: 3920.054199
	Iteration 199Q: 3 clusters Score -1.619804e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -16198042.000000 Penalty: 3920.054199
	Iteration 200F: 3 clusters Score -1.619804e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -16198066.000000 Penalty: 3920.054199
	Iteration 201Q: 3 clusters Score -1.619807e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 168845 members 
Entering Unmasked Estep 
Score: -16198088.000000 Penalty: 3920.054199
	Iteration 202Q: 3 clusters Score -1.619809e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 168954 members 
Entering Unmasked Estep 
Score: -16198078.000000 Penalty: 3920.054199
	Iteration 203Q: 3 clusters Score -1.619808e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 169038 members 
Entering Unmasked Estep 
Score: -16198058.000000 Penalty: 3920.054199
	Iteration 204Q: 3 clusters Score -1.619806e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 169112 members 
Entering Unmasked Estep 
Score: -16198028.000000 Penalty: 3920.054199
	Iteration 205Q: 3 clusters Score -1.619803e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 169197 members 
Entering Unmasked Estep 
Score: -16198052.000000 Penalty: 3920.054199
	Iteration 206Q: 3 clusters Score -1.619805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 169284 members 
Entering Unmasked Estep 
Score: -16198105.000000 Penalty: 3920.054199
	Iteration 207Q: 3 clusters Score -1.61981e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 169377 members 
Entering Unmasked Estep 
Score: -16198125.000000 Penalty: 3920.054199
	Iteration 208Q: 3 clusters Score -1.619812e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -16198144.000000 Penalty: 3920.054199
	Iteration 209Q: 3 clusters Score -1.619814e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 169522 members 
Entering Unmasked Estep 
Score: -16198151.000000 Penalty: 3920.054199
	Iteration 210Q: 3 clusters Score -1.619815e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 169599 members 
Entering Unmasked Estep 
Score: -16198150.000000 Penalty: 3920.054199
	Iteration 211Q: 3 clusters Score -1.619815e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 169683 members 
Entering Unmasked Estep 
Score: -16198129.000000 Penalty: 3920.054199
	Iteration 212Q: 3 clusters Score -1.619813e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 169772 members 
Entering Unmasked Estep 
Score: -16198124.000000 Penalty: 3920.054199
	Iteration 213Q: 3 clusters Score -1.619812e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 169867 members 
Entering Unmasked Estep 
Score: -16198119.000000 Penalty: 3920.054199
	Iteration 214Q: 3 clusters Score -1.619812e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -16198133.000000 Penalty: 3920.054199
	Iteration 215Q: 3 clusters Score -1.619813e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 170035 members 
Entering Unmasked Estep 
Score: -16198144.000000 Penalty: 3920.054199
	Iteration 216Q: 3 clusters Score -1.619814e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -16198153.000000 Penalty: 3920.054199
	Iteration 217Q: 3 clusters Score -1.619815e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -16198138.000000 Penalty: 3920.054199
	Iteration 218Q: 3 clusters Score -1.619814e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -16198139.000000 Penalty: 3920.054199
	Iteration 219Q: 3 clusters Score -1.619814e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 170358 members 
Entering Unmasked Estep 
Score: -16198166.000000 Penalty: 3920.054199
	Iteration 220F: 3 clusters Score -1.619817e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -16198188.000000 Penalty: 3920.054199
	Iteration 221Q: 3 clusters Score -1.619819e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 170479 members 
Entering Unmasked Estep 
Score: -16198186.000000 Penalty: 3920.054199
	Iteration 222Q: 3 clusters Score -1.619819e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 170535 members 
Entering Unmasked Estep 
Score: -16198200.000000 Penalty: 3920.054199
	Iteration 223Q: 3 clusters Score -1.61982e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 170590 members 
Entering Unmasked Estep 
Score: -16198193.000000 Penalty: 3920.054199
	Iteration 224Q: 3 clusters Score -1.619819e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 170646 members 
Entering Unmasked Estep 
Score: -16198203.000000 Penalty: 3920.054199
	Iteration 225Q: 3 clusters Score -1.61982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -16198200.000000 Penalty: 3920.054199
	Iteration 226Q: 3 clusters Score -1.61982e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 170753 members 
Entering Unmasked Estep 
Score: -16198208.000000 Penalty: 3920.054199
	Iteration 227Q: 3 clusters Score -1.619821e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 170807 members 
Entering Unmasked Estep 
Score: -16198212.000000 Penalty: 3920.054199
	Iteration 228Q: 3 clusters Score -1.619821e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 170870 members 
Entering Unmasked Estep 
Score: -16198231.000000 Penalty: 3920.054199
	Iteration 229Q: 3 clusters Score -1.619823e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -16198212.000000 Penalty: 3920.054199
	Iteration 230Q: 3 clusters Score -1.619821e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 170992 members 
Entering Unmasked Estep 
Score: -16198201.000000 Penalty: 3920.054199
	Iteration 231Q: 3 clusters Score -1.61982e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -16198193.000000 Penalty: 3920.054199
	Iteration 232Q: 3 clusters Score -1.619819e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 171113 members 
Entering Unmasked Estep 
Score: -16198213.000000 Penalty: 3920.054199
	Iteration 233Q: 3 clusters Score -1.619821e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -16198204.000000 Penalty: 3920.054199
	Iteration 234Q: 3 clusters Score -1.61982e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 171235 members 
Entering Unmasked Estep 
Score: -16198197.000000 Penalty: 3920.054199
	Iteration 235Q: 3 clusters Score -1.61982e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -16198187.000000 Penalty: 3920.054199
	Iteration 236Q: 3 clusters Score -1.619819e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -16198203.000000 Penalty: 3920.054199
	Iteration 237Q: 3 clusters Score -1.61982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 171405 members 
Entering Unmasked Estep 
Score: -16198203.000000 Penalty: 3920.054199
	Iteration 238Q: 3 clusters Score -1.61982e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 171454 members 
Entering Unmasked Estep 
Score: -16198184.000000 Penalty: 3920.054199
	Iteration 239Q: 3 clusters Score -1.619818e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 171506 members 
Entering Unmasked Estep 
Score: -16198183.000000 Penalty: 3920.054199
	Iteration 240F: 3 clusters Score -1.619818e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -16198186.000000 Penalty: 3920.054199
	Iteration 241Q: 3 clusters Score -1.619819e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -16198171.000000 Penalty: 3920.054199
	Iteration 242Q: 3 clusters Score -1.619817e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 171655 members 
Entering Unmasked Estep 
Score: -16198181.000000 Penalty: 3920.054199
	Iteration 243Q: 3 clusters Score -1.619818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 171692 members 
Entering Unmasked Estep 
Score: -16198196.000000 Penalty: 3920.054199
	Iteration 244Q: 3 clusters Score -1.61982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 171742 members 
Entering Unmasked Estep 
Score: -16198182.000000 Penalty: 3920.054199
	Iteration 245Q: 3 clusters Score -1.619818e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -16198214.000000 Penalty: 3920.054199
	Iteration 246Q: 3 clusters Score -1.619821e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 171818 members 
Entering Unmasked Estep 
Score: -16198194.000000 Penalty: 3920.054199
	Iteration 247Q: 3 clusters Score -1.619819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 171851 members 
Entering Unmasked Estep 
Score: -16198209.000000 Penalty: 3920.054199
	Iteration 248Q: 3 clusters Score -1.619821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -16198211.000000 Penalty: 3920.054199
	Iteration 249Q: 3 clusters Score -1.619821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 171890 members 
Entering Unmasked Estep 
Score: -16198221.000000 Penalty: 3920.054199
	Iteration 250Q: 3 clusters Score -1.619822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 171922 members 
Entering Unmasked Estep 
Score: -16198237.000000 Penalty: 3920.054199
	Iteration 251Q: 3 clusters Score -1.619824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -16198255.000000 Penalty: 3920.054199
	Iteration 252Q: 3 clusters Score -1.619826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 171987 members 
Entering Unmasked Estep 
Score: -16198269.000000 Penalty: 3920.054199
	Iteration 253Q: 3 clusters Score -1.619827e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 172008 members 
Entering Unmasked Estep 
Score: -16198263.000000 Penalty: 3920.054199
	Iteration 254Q: 3 clusters Score -1.619826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 172029 members 
Entering Unmasked Estep 
Score: -16198253.000000 Penalty: 3920.054199
	Iteration 255Q: 3 clusters Score -1.619825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -16198250.000000 Penalty: 3920.054199
	Iteration 256Q: 3 clusters Score -1.619825e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 172067 members 
Entering Unmasked Estep 
Score: -16198260.000000 Penalty: 3920.054199
	Iteration 257Q: 3 clusters Score -1.619826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 172086 members 
Entering Unmasked Estep 
Score: -16198280.000000 Penalty: 3920.054199
	Iteration 258Q: 3 clusters Score -1.619828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 172108 members 
Entering Unmasked Estep 
Score: -16198302.000000 Penalty: 3920.054199
	Iteration 259Q: 3 clusters Score -1.61983e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -16198310.000000 Penalty: 3920.054199
	Iteration 260F: 3 clusters Score -1.619831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 172134 members 
Entering Unmasked Estep 
Score: -16198305.000000 Penalty: 3920.054199
	Iteration 261Q: 3 clusters Score -1.61983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 172143 members 
Entering Unmasked Estep 
Score: -16198304.000000 Penalty: 3920.054199
	Iteration 262Q: 3 clusters Score -1.61983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 172149 members 
Entering Unmasked Estep 
Score: -16198299.000000 Penalty: 3920.054199
	Iteration 263Q: 3 clusters Score -1.61983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 172156 members 
Entering Unmasked Estep 
Score: -16198317.000000 Penalty: 3920.054199
	Iteration 264Q: 3 clusters Score -1.619832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -16198314.000000 Penalty: 3920.054199
	Iteration 265Q: 3 clusters Score -1.619831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 172170 members 
Entering Unmasked Estep 
Score: -16198321.000000 Penalty: 3920.054199
	Iteration 266Q: 3 clusters Score -1.619832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 172177 members 
Entering Unmasked Estep 
Score: -16198319.000000 Penalty: 3920.054199
	Iteration 267Q: 3 clusters Score -1.619832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 172180 members 
Entering Unmasked Estep 
Score: -16198322.000000 Penalty: 3920.054199
	Iteration 268Q: 3 clusters Score -1.619832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 172183 members 
Entering Unmasked Estep 
Score: -16198329.000000 Penalty: 3920.054199
	Iteration 269Q: 3 clusters Score -1.619833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 172187 members 
Entering Unmasked Estep 
Score: -16198322.000000 Penalty: 3920.054199
	Iteration 270Q: 3 clusters Score -1.619832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 172191 members 
Entering Unmasked Estep 
Score: -16198314.000000 Penalty: 3920.054199
	Iteration 271Q: 3 clusters Score -1.619831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -16198320.000000 Penalty: 3920.054199
	Iteration 272Q: 3 clusters Score -1.619832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 172197 members 
Entering Unmasked Estep 
Score: -16198323.000000 Penalty: 3920.054199
	Iteration 273Q: 3 clusters Score -1.619832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -16198330.000000 Penalty: 3920.054199
	Iteration 274Q: 3 clusters Score -1.619833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -16198322.000000 Penalty: 3920.054199
	Iteration 275Q: 3 clusters Score -1.619832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -16198329.000000 Penalty: 3920.054199
	Iteration 276Q: 3 clusters Score -1.619833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -16198328.000000 Penalty: 3920.054199
	Iteration 277Q: 3 clusters Score -1.619833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 172200 members 
Entering Unmasked Estep 
Score: -16198330.000000 Penalty: 3920.054199
	Iteration 278Q: 3 clusters Score -1.619833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 172200 members 
Entering Unmasked Estep 
Score: -16198329.000000 Penalty: 3920.054199
	Iteration 279Q: 3 clusters Score -1.619833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -16198326.000000 Penalty: 3920.054199
	Iteration 280F: 3 clusters Score -1.619833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 172200 members 
Entering Unmasked Estep 
Score: -16198321.000000 Penalty: 3920.054199
	Iteration 281Q: 3 clusters Score -1.619832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 172200 members 
Entering Unmasked Estep 
Score: -16198321.000000 Penalty: 3920.054199
	Iteration 282F: 3 clusters Score -1.619832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Entering Unmasked Estep 
Score: -2792262.750000 Penalty: 1679.000488
	Iteration 0F: 2 clusters Score -2792263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2771715.250000 Penalty: 3358.000977
	Iteration 0F: 3 clusters Score -2771715 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2779591.000000 Penalty: 3358.000977
	Iteration 1F: 3 clusters Score -2779591 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2780132.000000 Penalty: 3358.000977
	Iteration 2Q: 3 clusters Score -2780132 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2780758.000000 Penalty: 3358.000977
	Iteration 3Q: 3 clusters Score -2780758 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2781545.000000 Penalty: 3358.000977
	Iteration 4F: 3 clusters Score -2781545 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2782558.000000 Penalty: 3358.000977
	Iteration 5F: 3 clusters Score -2782558 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2783793.250000 Penalty: 3358.000977
	Iteration 6F: 3 clusters Score -2783793 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2785250.750000 Penalty: 3358.000977
	Iteration 7F: 3 clusters Score -2785251 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2786744.250000 Penalty: 3358.000977
	Iteration 8F: 3 clusters Score -2786744 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2787975.250000 Penalty: 3358.000977
	Iteration 9F: 3 clusters Score -2787975 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -2788948.500000 Penalty: 3358.000977
	Iteration 10Q: 3 clusters Score -2788948 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -2789596.250000 Penalty: 3358.000977
	Iteration 11Q: 3 clusters Score -2789596 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -2789998.000000 Penalty: 3358.000977
	Iteration 12Q: 3 clusters Score -2789998 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -2790254.500000 Penalty: 3358.000977
	Iteration 13Q: 3 clusters Score -2790254 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2790440.250000 Penalty: 3358.000977
	Iteration 14Q: 3 clusters Score -2790440 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -2790584.500000 Penalty: 3358.000977
	Iteration 15Q: 3 clusters Score -2790584 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -2790658.000000 Penalty: 3358.000977
	Iteration 16Q: 3 clusters Score -2790658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -2790729.500000 Penalty: 3358.000977
	Iteration 17Q: 3 clusters Score -2790730 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -2790787.000000 Penalty: 3358.000977
	Iteration 18Q: 3 clusters Score -2790787 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -2790850.250000 Penalty: 3358.000977
	Iteration 19Q: 3 clusters Score -2790850 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -2790883.500000 Penalty: 3358.000977
	Iteration 20F: 3 clusters Score -2790884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -2790907.500000 Penalty: 3358.000977
	Iteration 21Q: 3 clusters Score -2790908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -2790918.750000 Penalty: 3358.000977
	Iteration 22Q: 3 clusters Score -2790919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -2790936.750000 Penalty: 3358.000977
	Iteration 23Q: 3 clusters Score -2790937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -2790945.000000 Penalty: 3358.000977
	Iteration 24Q: 3 clusters Score -2790945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -2790963.250000 Penalty: 3358.000977
	Iteration 25Q: 3 clusters Score -2790963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -2790977.000000 Penalty: 3358.000977
	Iteration 26Q: 3 clusters Score -2790977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -2790993.250000 Penalty: 3358.000977
	Iteration 27Q: 3 clusters Score -2790993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -2791006.000000 Penalty: 3358.000977
	Iteration 28Q: 3 clusters Score -2791006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -2791010.250000 Penalty: 3358.000977
	Iteration 29Q: 3 clusters Score -2791010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -2791009.000000 Penalty: 3358.000977
	Iteration 30Q: 3 clusters Score -2791009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -2791014.250000 Penalty: 3358.000977
	Iteration 31Q: 3 clusters Score -2791014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -2791015.000000 Penalty: 3358.000977
	Iteration 32Q: 3 clusters Score -2791015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -2791012.750000 Penalty: 3358.000977
	Iteration 33Q: 3 clusters Score -2791013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -2791014.750000 Penalty: 3358.000977
	Iteration 34Q: 3 clusters Score -2791015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -2791015.500000 Penalty: 3358.000977
	Iteration 35Q: 3 clusters Score -2791016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -2791019.000000 Penalty: 3358.000977
	Iteration 36Q: 3 clusters Score -2791019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -2791014.250000 Penalty: 3358.000977
	Iteration 37Q: 3 clusters Score -2791014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -2791016.500000 Penalty: 3358.000977
	Iteration 38Q: 3 clusters Score -2791016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -2791015.000000 Penalty: 3358.000977
	Iteration 39Q: 3 clusters Score -2791015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -2791018.250000 Penalty: 3358.000977
	Iteration 40F: 3 clusters Score -2791018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -2791015.500000 Penalty: 3358.000977
	Iteration 41Q: 3 clusters Score -2791016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -2791015.250000 Penalty: 3358.000977
	Iteration 42Q: 3 clusters Score -2791015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -2791015.250000 Penalty: 3358.000977
	Iteration 43F: 3 clusters Score -2791015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -11028.324219 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -11028.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10273.452148 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -10273.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10485.162109 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -10485.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10525.004883 Penalty: 1814.636230
	Iteration 2Q: 3 clusters Score -10525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10554.953125 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -10554.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10567.419922 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -10567.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10594.051758 Penalty: 1814.636230
	Iteration 5Q: 3 clusters Score -10594.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10600.069336 Penalty: 1814.636230
	Iteration 6Q: 3 clusters Score -10600.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10602.410156 Penalty: 1814.636230
	Iteration 7Q: 3 clusters Score -10602.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10614.044922 Penalty: 1814.636230
	Iteration 8Q: 3 clusters Score -10614.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10615.649414 Penalty: 1814.636230
	Iteration 9Q: 3 clusters Score -10615.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10621.866211 Penalty: 1814.636230
	Iteration 10Q: 3 clusters Score -10621.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10622.921875 Penalty: 1814.636230
	Iteration 11Q: 3 clusters Score -10622.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10622.921875 Penalty: 1814.636230
	Iteration 12F: 3 clusters Score -10622.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -15662.861328 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -15662.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14916.399414 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -14916.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15034.856445 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -15034.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15086.361328 Penalty: 1789.232788
	Iteration 2F: 3 clusters Score -15086.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15117.726562 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -15117.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15124.891602 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -15124.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15126.165039 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -15126.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15126.165039 Penalty: 1789.232788
	Iteration 6F: 3 clusters Score -15126.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120440 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 146907 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168294 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33671 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7821 members 
Mstep: Class 18 contains 173114 members 
Mstep: Class 19 contains 30709 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455316.000000 Penalty: 46052.835938
Iteration 159Q: 22 clusters Score -6.645532e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120423 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 146842 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168319 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33668 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7881 members 
Mstep: Class 18 contains 173145 members 
Mstep: Class 19 contains 30694 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455408.000000 Penalty: 46052.835938
Iteration 160F: 22 clusters Score -6.645541e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120409 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 146780 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168340 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33669 members 
Mstep: Class 13 contains 12090 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 173166 members 
Mstep: Class 19 contains 30679 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455388.000000 Penalty: 46052.835938
Iteration 161Q: 22 clusters Score -6.645539e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120391 members 
Mstep: Class 6 contains 5204 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 146708 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168364 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33673 members 
Mstep: Class 13 contains 12089 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8007 members 
Mstep: Class 18 contains 173195 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455328.000000 Penalty: 46052.835938
Iteration 162Q: 22 clusters Score -6.645533e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120366 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 146639 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168397 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33672 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 173225 members 
Mstep: Class 19 contains 30667 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455320.000000 Penalty: 46052.835938
Iteration 163Q: 22 clusters Score -6.645532e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120341 members 
Mstep: Class 6 contains 5186 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 146570 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168419 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33669 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8088 members 
Mstep: Class 18 contains 173264 members 
Mstep: Class 19 contains 30674 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455308.000000 Penalty: 46052.835938
Iteration 164Q: 22 clusters Score -6.645531e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120322 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 146489 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168446 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33666 members 
Mstep: Class 13 contains 12103 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 173309 members 
Mstep: Class 19 contains 30679 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455344.000000 Penalty: 46052.835938
Iteration 165Q: 22 clusters Score -6.645534e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120314 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 146396 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168464 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33664 members 
Mstep: Class 13 contains 12108 members 
Mstep: Class 14 contains 3686 members 
Mstep: Class 15 contains 4332 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8168 members 
Mstep: Class 18 contains 173353 members 
Mstep: Class 19 contains 30689 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455364.000000 Penalty: 46052.835938
Iteration 166Q: 22 clusters Score -6.645536e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120311 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 146305 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168486 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33667 members 
Mstep: Class 13 contains 12117 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4328 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 18 contains 173396 members 
Mstep: Class 19 contains 30692 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455280.000000 Penalty: 46052.835938
Iteration 167Q: 22 clusters Score -6.645528e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 9683 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120304 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 146227 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168499 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33673 members 
Mstep: Class 13 contains 12119 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 173433 members 
Mstep: Class 19 contains 30713 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455348.000000 Penalty: 46052.835938
Iteration 168Q: 22 clusters Score -6.645535e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120299 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 146149 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168510 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33674 members 
Mstep: Class 13 contains 12122 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4332 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 173477 members 
Mstep: Class 19 contains 30727 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455308.000000 Penalty: 46052.835938
Iteration 169Q: 22 clusters Score -6.645531e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120291 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 146059 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168529 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 33673 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8234 members 
Mstep: Class 18 contains 173533 members 
Mstep: Class 19 contains 30733 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455232.000000 Penalty: 46052.835938
Iteration 170Q: 22 clusters Score -6.645523e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120286 members 
Mstep: Class 6 contains 5169 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 145963 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168542 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 33678 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8254 members 
Mstep: Class 18 contains 173601 members 
Mstep: Class 19 contains 30729 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455184.000000 Penalty: 46052.835938
Iteration 171Q: 22 clusters Score -6.645518e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120286 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 145886 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168563 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33680 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 173641 members 
Mstep: Class 19 contains 30724 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455076.000000 Penalty: 46052.835938
Iteration 172Q: 22 clusters Score -6.645508e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120285 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 145823 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168583 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33685 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8288 members 
Mstep: Class 18 contains 173678 members 
Mstep: Class 19 contains 30710 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455064.000000 Penalty: 46052.835938
Iteration 173Q: 22 clusters Score -6.645506e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120297 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 145769 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168600 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33691 members 
Mstep: Class 13 contains 12119 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 173690 members 
Mstep: Class 19 contains 30705 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455012.000000 Penalty: 46052.835938
Iteration 174Q: 22 clusters Score -6.645501e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120302 members 
Mstep: Class 6 contains 5163 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 145724 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168620 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33695 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8327 members 
Mstep: Class 18 contains 173695 members 
Mstep: Class 19 contains 30694 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455136.000000 Penalty: 46052.835938
Iteration 175Q: 22 clusters Score -6.645514e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120303 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 145681 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168651 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33697 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8359 members 
Mstep: Class 18 contains 173688 members 
Mstep: Class 19 contains 30691 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455100.000000 Penalty: 46052.835938
Iteration 176Q: 22 clusters Score -6.64551e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120301 members 
Mstep: Class 6 contains 5160 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 145637 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168674 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33704 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 173685 members 
Mstep: Class 19 contains 30684 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455152.000000 Penalty: 46052.835938
Iteration 177Q: 22 clusters Score -6.645515e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120302 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 145595 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168691 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33707 members 
Mstep: Class 13 contains 12122 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8421 members 
Mstep: Class 18 contains 173700 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455208.000000 Penalty: 46052.835938
Iteration 178Q: 22 clusters Score -6.645521e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120300 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145547 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168716 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33712 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 173709 members 
Mstep: Class 19 contains 30666 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455248.000000 Penalty: 46052.835938
Iteration 179Q: 22 clusters Score -6.645525e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120308 members 
Mstep: Class 6 contains 5153 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145506 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168730 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33713 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8466 members 
Mstep: Class 18 contains 173725 members 
Mstep: Class 19 contains 30655 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455256.000000 Penalty: 46052.835938
Iteration 180F: 22 clusters Score -6.645526e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120315 members 
Mstep: Class 6 contains 5149 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145460 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168742 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33718 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8483 members 
Mstep: Class 18 contains 173738 members 
Mstep: Class 19 contains 30650 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455212.000000 Penalty: 46052.835938
Iteration 181Q: 22 clusters Score -6.645521e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120320 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145408 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168753 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33719 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 173758 members 
Mstep: Class 19 contains 30640 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455220.000000 Penalty: 46052.835938
Iteration 182Q: 22 clusters Score -6.645522e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120324 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145364 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168762 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33722 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8518 members 
Mstep: Class 18 contains 173779 members 
Mstep: Class 19 contains 30635 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455184.000000 Penalty: 46052.835938
Iteration 183Q: 22 clusters Score -6.645518e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120330 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145338 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168762 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33718 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8531 members 
Mstep: Class 18 contains 173799 members 
Mstep: Class 19 contains 30635 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455152.000000 Penalty: 46052.835938
Iteration 184Q: 22 clusters Score -6.645515e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120329 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145311 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168775 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33713 members 
Mstep: Class 13 contains 12122 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8546 members 
Mstep: Class 18 contains 173813 members 
Mstep: Class 19 contains 30634 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455236.000000 Penalty: 46052.835938
Iteration 185Q: 22 clusters Score -6.645524e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120334 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145268 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168793 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33712 members 
Mstep: Class 13 contains 12124 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8557 members 
Mstep: Class 18 contains 173825 members 
Mstep: Class 19 contains 30631 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455240.000000 Penalty: 46052.835938
Iteration 186Q: 22 clusters Score -6.645524e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120340 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145222 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168799 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33710 members 
Mstep: Class 13 contains 12125 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8570 members 
Mstep: Class 18 contains 173844 members 
Mstep: Class 19 contains 30634 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455260.000000 Penalty: 46052.835938
Iteration 187Q: 22 clusters Score -6.645526e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120349 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145187 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168810 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33707 members 
Mstep: Class 13 contains 12128 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8582 members 
Mstep: Class 18 contains 173853 members 
Mstep: Class 19 contains 30629 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455280.000000 Penalty: 46052.835938
Iteration 188Q: 22 clusters Score -6.645528e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120356 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145151 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168813 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33704 members 
Mstep: Class 13 contains 12132 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8591 members 
Mstep: Class 18 contains 173873 members 
Mstep: Class 19 contains 30626 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455296.000000 Penalty: 46052.835938
Iteration 189Q: 22 clusters Score -6.64553e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120363 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145117 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168820 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33700 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8601 members 
Mstep: Class 18 contains 173897 members 
Mstep: Class 19 contains 30624 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455248.000000 Penalty: 46052.835938
Iteration 190Q: 22 clusters Score -6.645525e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120370 members 
Mstep: Class 6 contains 5135 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145079 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168826 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33696 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8608 members 
Mstep: Class 18 contains 173931 members 
Mstep: Class 19 contains 30618 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455256.000000 Penalty: 46052.835938
Iteration 191Q: 22 clusters Score -6.645526e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120376 members 
Mstep: Class 6 contains 5135 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 145034 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168824 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33695 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8613 members 
Mstep: Class 18 contains 173968 members 
Mstep: Class 19 contains 30615 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455220.000000 Penalty: 46052.835938
Iteration 192Q: 22 clusters Score -6.645522e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120385 members 
Mstep: Class 6 contains 5134 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144993 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168829 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33695 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8616 members 
Mstep: Class 18 contains 173996 members 
Mstep: Class 19 contains 30614 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455140.000000 Penalty: 46052.835938
Iteration 193Q: 22 clusters Score -6.645514e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120393 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144953 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168845 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33690 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8623 members 
Mstep: Class 18 contains 174020 members 
Mstep: Class 19 contains 30613 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455132.000000 Penalty: 46052.835938
Iteration 194Q: 22 clusters Score -6.645513e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120400 members 
Mstep: Class 6 contains 5120 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144914 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168862 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33691 members 
Mstep: Class 13 contains 12134 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 18 contains 174035 members 
Mstep: Class 19 contains 30613 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455092.000000 Penalty: 46052.835938
Iteration 195Q: 22 clusters Score -6.645509e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120406 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144881 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168882 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33691 members 
Mstep: Class 13 contains 12135 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8635 members 
Mstep: Class 18 contains 174044 members 
Mstep: Class 19 contains 30610 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455152.000000 Penalty: 46052.835938
Iteration 196Q: 22 clusters Score -6.645515e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120408 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144841 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168912 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33692 members 
Mstep: Class 13 contains 12135 members 
Mstep: Class 14 contains 3686 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8639 members 
Mstep: Class 18 contains 174051 members 
Mstep: Class 19 contains 30609 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455152.000000 Penalty: 46052.835938
Iteration 197Q: 22 clusters Score -6.645515e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120411 members 
Mstep: Class 6 contains 5104 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144807 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168936 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33689 members 
Mstep: Class 13 contains 12134 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8644 members 
Mstep: Class 18 contains 174067 members 
Mstep: Class 19 contains 30606 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455140.000000 Penalty: 46052.835938
Iteration 198Q: 22 clusters Score -6.645514e+07 nChanged 88
Entering ConstructFrom: 
Score: -66455140.000000 Penalty: 46052.835938
Entering ConstructFrom: 
Trying to split cluster 1 (5273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Entering Unmasked Estep 
Score: -441351.687500 Penalty: 1392.682617
	Iteration 0F: 2 clusters Score -441351.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -437276.937500 Penalty: 2785.365234
	Iteration 0F: 3 clusters Score -437276.9 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -438405.406250 Penalty: 2785.365234
	Iteration 1F: 3 clusters Score -438405.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -438635.156250 Penalty: 2785.365234
	Iteration 2F: 3 clusters Score -438635.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -438851.281250 Penalty: 2785.365234
	Iteration 3F: 3 clusters Score -438851.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -439041.531250 Penalty: 2785.365234
	Iteration 4F: 3 clusters Score -439041.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -439234.625000 Penalty: 2785.365234
	Iteration 5Q: 3 clusters Score -439234.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -439449.875000 Penalty: 2785.365234
	Iteration 6F: 3 clusters Score -439449.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -439638.375000 Penalty: 2785.365234
	Iteration 7Q: 3 clusters Score -439638.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -439802.375000 Penalty: 2785.365234
	Iteration 8Q: 3 clusters Score -439802.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -439913.343750 Penalty: 2785.365234
	Iteration 9Q: 3 clusters Score -439913.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -440008.500000 Penalty: 2785.365234
	Iteration 10Q: 3 clusters Score -440008.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -440092.718750 Penalty: 2785.365234
	Iteration 11Q: 3 clusters Score -440092.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -440147.843750 Penalty: 2785.365234
	Iteration 12Q: 3 clusters Score -440147.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -440187.093750 Penalty: 2785.365234
	Iteration 13Q: 3 clusters Score -440187.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -440211.375000 Penalty: 2785.365234
	Iteration 14Q: 3 clusters Score -440211.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -440230.750000 Penalty: 2785.365234
	Iteration 15Q: 3 clusters Score -440230.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -440249.593750 Penalty: 2785.365234
	Iteration 16Q: 3 clusters Score -440249.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -440269.562500 Penalty: 2785.365234
	Iteration 17Q: 3 clusters Score -440269.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -440292.000000 Penalty: 2785.365234
	Iteration 18Q: 3 clusters Score -440292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -440307.781250 Penalty: 2785.365234
	Iteration 19Q: 3 clusters Score -440307.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -440317.125000 Penalty: 2785.365234
	Iteration 20F: 3 clusters Score -440317.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -440324.718750 Penalty: 2785.365234
	Iteration 21Q: 3 clusters Score -440324.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -440334.531250 Penalty: 2785.365234
	Iteration 22Q: 3 clusters Score -440334.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -440345.062500 Penalty: 2785.365234
	Iteration 23Q: 3 clusters Score -440345.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -440355.437500 Penalty: 2785.365234
	Iteration 24Q: 3 clusters Score -440355.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -440360.593750 Penalty: 2785.365234
	Iteration 25Q: 3 clusters Score -440360.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -440366.625000 Penalty: 2785.365234
	Iteration 26Q: 3 clusters Score -440366.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -440372.750000 Penalty: 2785.365234
	Iteration 27Q: 3 clusters Score -440372.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -440378.375000 Penalty: 2785.365234
	Iteration 28Q: 3 clusters Score -440378.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -440385.125000 Penalty: 2785.365234
	Iteration 29Q: 3 clusters Score -440385.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -440392.093750 Penalty: 2785.365234
	Iteration 30Q: 3 clusters Score -440392.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -440398.937500 Penalty: 2785.365234
	Iteration 31Q: 3 clusters Score -440398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -440401.406250 Penalty: 2785.365234
	Iteration 32Q: 3 clusters Score -440401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -440402.187500 Penalty: 2785.365234
	Iteration 33Q: 3 clusters Score -440402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -440403.937500 Penalty: 2785.365234
	Iteration 34Q: 3 clusters Score -440403.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -440406.687500 Penalty: 2785.365234
	Iteration 35Q: 3 clusters Score -440406.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -440409.062500 Penalty: 2785.365234
	Iteration 36Q: 3 clusters Score -440409.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -440412.187500 Penalty: 2785.365234
	Iteration 37Q: 3 clusters Score -440412.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -440414.875000 Penalty: 2785.365234
	Iteration 38Q: 3 clusters Score -440414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -440414.750000 Penalty: 2785.365234
	Iteration 39Q: 3 clusters Score -440414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -440417.625000 Penalty: 2785.365234
	Iteration 40F: 3 clusters Score -440417.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -440419.281250 Penalty: 2785.365234
	Iteration 41Q: 3 clusters Score -440419.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -440419.281250 Penalty: 2785.365234
	Iteration 42Q: 3 clusters Score -440419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -440419.687500 Penalty: 2785.365234
	Iteration 43Q: 3 clusters Score -440419.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -440419.687500 Penalty: 2785.365234
	Iteration 44F: 3 clusters Score -440419.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -903137.375000 Penalty: 1491.328003
	Iteration 0F: 2 clusters Score -903137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -896161.500000 Penalty: 2982.656006
	Iteration 0F: 3 clusters Score -896161.5 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -898502.687500 Penalty: 2982.656006
	Iteration 1F: 3 clusters Score -898502.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -898909.750000 Penalty: 2982.656006
	Iteration 2F: 3 clusters Score -898909.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -899267.750000 Penalty: 2982.656006
	Iteration 3F: 3 clusters Score -899267.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -899637.875000 Penalty: 2982.656006
	Iteration 4F: 3 clusters Score -899637.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -899988.250000 Penalty: 2982.656006
	Iteration 5F: 3 clusters Score -899988.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -900313.750000 Penalty: 2982.656006
	Iteration 6F: 3 clusters Score -900313.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -900600.250000 Penalty: 2982.656006
	Iteration 7Q: 3 clusters Score -900600.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -900863.000000 Penalty: 2982.656006
	Iteration 8Q: 3 clusters Score -900863 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -901069.000000 Penalty: 2982.656006
	Iteration 9Q: 3 clusters Score -901069 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -901244.812500 Penalty: 2982.656006
	Iteration 10Q: 3 clusters Score -901244.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -901376.062500 Penalty: 2982.656006
	Iteration 11Q: 3 clusters Score -901376.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -901472.750000 Penalty: 2982.656006
	Iteration 12Q: 3 clusters Score -901472.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -901518.625000 Penalty: 2982.656006
	Iteration 13Q: 3 clusters Score -901518.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -901555.125000 Penalty: 2982.656006
	Iteration 14Q: 3 clusters Score -901555.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -901577.500000 Penalty: 2982.656006
	Iteration 15Q: 3 clusters Score -901577.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -901596.500000 Penalty: 2982.656006
	Iteration 16Q: 3 clusters Score -901596.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -901607.500000 Penalty: 2982.656006
	Iteration 17Q: 3 clusters Score -901607.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -901613.937500 Penalty: 2982.656006
	Iteration 18Q: 3 clusters Score -901613.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -901615.500000 Penalty: 2982.656006
	Iteration 19Q: 3 clusters Score -901615.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -901622.187500 Penalty: 2982.656006
	Iteration 20F: 3 clusters Score -901622.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -901625.000000 Penalty: 2982.656006
	Iteration 21Q: 3 clusters Score -901625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -901628.000000 Penalty: 2982.656006
	Iteration 22Q: 3 clusters Score -901628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -901632.875000 Penalty: 2982.656006
	Iteration 23Q: 3 clusters Score -901632.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -901632.250000 Penalty: 2982.656006
	Iteration 24Q: 3 clusters Score -901632.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -901634.062500 Penalty: 2982.656006
	Iteration 25Q: 3 clusters Score -901634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -901637.437500 Penalty: 2982.656006
	Iteration 26Q: 3 clusters Score -901637.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -901637.250000 Penalty: 2982.656006
	Iteration 27Q: 3 clusters Score -901637.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -901643.187500 Penalty: 2982.656006
	Iteration 28Q: 3 clusters Score -901643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -901645.187500 Penalty: 2982.656006
	Iteration 29Q: 3 clusters Score -901645.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -901648.250000 Penalty: 2982.656006
	Iteration 30Q: 3 clusters Score -901648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -901650.437500 Penalty: 2982.656006
	Iteration 31Q: 3 clusters Score -901650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -901650.500000 Penalty: 2982.656006
	Iteration 32Q: 3 clusters Score -901650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -901650.687500 Penalty: 2982.656006
	Iteration 33Q: 3 clusters Score -901650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -901650.937500 Penalty: 2982.656006
	Iteration 34Q: 3 clusters Score -901650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -901651.875000 Penalty: 2982.656006
	Iteration 35Q: 3 clusters Score -901651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -901651.875000 Penalty: 2982.656006
	Iteration 36F: 3 clusters Score -901651.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -30828.222656 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -30828.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29895.884766 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -29895.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30054.773438 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -30054.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30103.111328 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -30103.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30130.802734 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -30130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30148.865234 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -30148.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30162.794922 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -30162.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30177.171875 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -30177.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30189.929688 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -30189.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30207.279297 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -30207.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30236.792969 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -30236.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30256.240234 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -30256.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30302.552734 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -30302.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30327.576172 Penalty: 1952.864380
	Iteration 12Q: 3 clusters Score -30327.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30384.804688 Penalty: 1952.864380
	Iteration 13Q: 3 clusters Score -30384.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30422.503906 Penalty: 1952.864380
	Iteration 14Q: 3 clusters Score -30422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30440.367188 Penalty: 1952.864380
	Iteration 15Q: 3 clusters Score -30440.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30464.859375 Penalty: 1952.864380
	Iteration 16Q: 3 clusters Score -30464.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30468.052734 Penalty: 1952.864380
	Iteration 17Q: 3 clusters Score -30468.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30480.292969 Penalty: 1952.864380
	Iteration 18F: 3 clusters Score -30480.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30514.179688 Penalty: 1952.864380
	Iteration 19Q: 3 clusters Score -30514.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30514.179688 Penalty: 1952.864380
	Iteration 20F: 3 clusters Score -30514.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -44982.199219 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -44982.2 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 320 members 
Entering Unmasked Estep 
Score: -43835.054688 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -43835.05 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44192.347656 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -44192.35 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44349.792969 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -44349.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44420.640625 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -44420.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44474.421875 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -44474.42 nChanged 19
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: -44516.480469 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -44516.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44556.085938 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -44556.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44585.339844 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -44585.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44611.441406 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -44611.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44634.183594 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -44634.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44639.601562 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -44639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44641.824219 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -44641.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44643.855469 Penalty: 2110.469971
	Iteration 12Q: 3 clusters Score -44643.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44643.855469 Penalty: 2110.469971
	Iteration 13F: 3 clusters Score -44643.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Entering Unmasked Estep 
Score: -11323949.000000 Penalty: 1901.029175
	Iteration 0F: 2 clusters Score -1.132395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -11243732.000000 Penalty: 3802.058350
	Iteration 0F: 3 clusters Score -1.124373e+07 nChanged 57568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -11277729.000000 Penalty: 3802.058350
	Iteration 1F: 3 clusters Score -1.127773e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -11279832.000000 Penalty: 3802.058350
	Iteration 2Q: 3 clusters Score -1.127983e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -11283399.000000 Penalty: 3802.058350
	Iteration 3F: 3 clusters Score -1.12834e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -11289998.000000 Penalty: 3802.058350
	Iteration 4F: 3 clusters Score -1.129e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -11299431.000000 Penalty: 3802.058350
	Iteration 5F: 3 clusters Score -1.129943e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107799 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -11309982.000000 Penalty: 3802.058350
	Iteration 6F: 3 clusters Score -1.130998e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -11317256.000000 Penalty: 3802.058350
	Iteration 7F: 3 clusters Score -1.131726e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118528 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11320724.000000 Penalty: 3802.058350
	Iteration 8Q: 3 clusters Score -1.132072e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11321682.000000 Penalty: 3802.058350
	Iteration 9Q: 3 clusters Score -1.132168e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11321978.000000 Penalty: 3802.058350
	Iteration 10Q: 3 clusters Score -1.132198e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11322113.000000 Penalty: 3802.058350
	Iteration 11Q: 3 clusters Score -1.132211e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11322210.000000 Penalty: 3802.058350
	Iteration 12Q: 3 clusters Score -1.132221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11322246.000000 Penalty: 3802.058350
	Iteration 13Q: 3 clusters Score -1.132225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120231 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11322251.000000 Penalty: 3802.058350
	Iteration 14Q: 3 clusters Score -1.132225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11322264.000000 Penalty: 3802.058350
	Iteration 15Q: 3 clusters Score -1.132226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11322265.000000 Penalty: 3802.058350
	Iteration 16Q: 3 clusters Score -1.132226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120240 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11322269.000000 Penalty: 3802.058350
	Iteration 17Q: 3 clusters Score -1.132227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11322272.000000 Penalty: 3802.058350
	Iteration 18Q: 3 clusters Score -1.132227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11322268.000000 Penalty: 3802.058350
	Iteration 19Q: 3 clusters Score -1.132227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120240 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11322269.000000 Penalty: 3802.058350
	Iteration 20F: 3 clusters Score -1.132227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Entering Unmasked Estep 
Score: -504138.062500 Penalty: 1387.325562
	Iteration 0F: 2 clusters Score -504138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -500132.125000 Penalty: 2774.651123
	Iteration 0F: 3 clusters Score -500132.1 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -501213.031250 Penalty: 2774.651123
	Iteration 1F: 3 clusters Score -501213 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -501370.125000 Penalty: 2774.651123
	Iteration 2F: 3 clusters Score -501370.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -501462.593750 Penalty: 2774.651123
	Iteration 3Q: 3 clusters Score -501462.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -501525.937500 Penalty: 2774.651123
	Iteration 4Q: 3 clusters Score -501525.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -501572.718750 Penalty: 2774.651123
	Iteration 5Q: 3 clusters Score -501572.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -501605.875000 Penalty: 2774.651123
	Iteration 6Q: 3 clusters Score -501605.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -501629.468750 Penalty: 2774.651123
	Iteration 7Q: 3 clusters Score -501629.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -501649.468750 Penalty: 2774.651123
	Iteration 8Q: 3 clusters Score -501649.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -501666.406250 Penalty: 2774.651123
	Iteration 9Q: 3 clusters Score -501666.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -501680.187500 Penalty: 2774.651123
	Iteration 10Q: 3 clusters Score -501680.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -501690.843750 Penalty: 2774.651123
	Iteration 11Q: 3 clusters Score -501690.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -501705.000000 Penalty: 2774.651123
	Iteration 12Q: 3 clusters Score -501705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -501718.187500 Penalty: 2774.651123
	Iteration 13Q: 3 clusters Score -501718.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -501727.562500 Penalty: 2774.651123
	Iteration 14Q: 3 clusters Score -501727.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -501734.343750 Penalty: 2774.651123
	Iteration 15Q: 3 clusters Score -501734.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -501740.968750 Penalty: 2774.651123
	Iteration 16Q: 3 clusters Score -501741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -501747.968750 Penalty: 2774.651123
	Iteration 17Q: 3 clusters Score -501748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -501756.000000 Penalty: 2774.651123
	Iteration 18Q: 3 clusters Score -501756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -501763.812500 Penalty: 2774.651123
	Iteration 19Q: 3 clusters Score -501763.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -501770.437500 Penalty: 2774.651123
	Iteration 20F: 3 clusters Score -501770.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -501776.187500 Penalty: 2774.651123
	Iteration 21Q: 3 clusters Score -501776.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -501783.750000 Penalty: 2774.651123
	Iteration 22Q: 3 clusters Score -501783.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -501791.906250 Penalty: 2774.651123
	Iteration 23Q: 3 clusters Score -501791.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -501799.843750 Penalty: 2774.651123
	Iteration 24Q: 3 clusters Score -501799.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -501809.562500 Penalty: 2774.651123
	Iteration 25Q: 3 clusters Score -501809.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -501820.906250 Penalty: 2774.651123
	Iteration 26Q: 3 clusters Score -501820.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -501832.250000 Penalty: 2774.651123
	Iteration 27Q: 3 clusters Score -501832.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -501843.000000 Penalty: 2774.651123
	Iteration 28Q: 3 clusters Score -501843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -501854.843750 Penalty: 2774.651123
	Iteration 29Q: 3 clusters Score -501854.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -501869.656250 Penalty: 2774.651123
	Iteration 30Q: 3 clusters Score -501869.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -501880.531250 Penalty: 2774.651123
	Iteration 31Q: 3 clusters Score -501880.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -501894.781250 Penalty: 2774.651123
	Iteration 32Q: 3 clusters Score -501894.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -501910.468750 Penalty: 2774.651123
	Iteration 33Q: 3 clusters Score -501910.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -501928.937500 Penalty: 2774.651123
	Iteration 34Q: 3 clusters Score -501928.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -501951.250000 Penalty: 2774.651123
	Iteration 35Q: 3 clusters Score -501951.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -501976.718750 Penalty: 2774.651123
	Iteration 36Q: 3 clusters Score -501976.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -502012.156250 Penalty: 2774.651123
	Iteration 37Q: 3 clusters Score -502012.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -502052.343750 Penalty: 2774.651123
	Iteration 38Q: 3 clusters Score -502052.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -502094.687500 Penalty: 2774.651123
	Iteration 39Q: 3 clusters Score -502094.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -502141.312500 Penalty: 2774.651123
	Iteration 40F: 3 clusters Score -502141.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -502189.062500 Penalty: 2774.651123
	Iteration 41Q: 3 clusters Score -502189.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -502237.812500 Penalty: 2774.651123
	Iteration 42Q: 3 clusters Score -502237.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -502281.218750 Penalty: 2774.651123
	Iteration 43Q: 3 clusters Score -502281.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -502329.562500 Penalty: 2774.651123
	Iteration 44Q: 3 clusters Score -502329.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -502392.156250 Penalty: 2774.651123
	Iteration 45Q: 3 clusters Score -502392.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -502460.250000 Penalty: 2774.651123
	Iteration 46Q: 3 clusters Score -502460.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -502525.843750 Penalty: 2774.651123
	Iteration 47Q: 3 clusters Score -502525.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -502605.000000 Penalty: 2774.651123
	Iteration 48Q: 3 clusters Score -502605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -502665.531250 Penalty: 2774.651123
	Iteration 49Q: 3 clusters Score -502665.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -502714.718750 Penalty: 2774.651123
	Iteration 50Q: 3 clusters Score -502714.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -502757.437500 Penalty: 2774.651123
	Iteration 51Q: 3 clusters Score -502757.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -502783.531250 Penalty: 2774.651123
	Iteration 52Q: 3 clusters Score -502783.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -502802.250000 Penalty: 2774.651123
	Iteration 53Q: 3 clusters Score -502802.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -502824.906250 Penalty: 2774.651123
	Iteration 54Q: 3 clusters Score -502824.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -502842.062500 Penalty: 2774.651123
	Iteration 55Q: 3 clusters Score -502842.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -502855.937500 Penalty: 2774.651123
	Iteration 56Q: 3 clusters Score -502855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -502870.312500 Penalty: 2774.651123
	Iteration 57Q: 3 clusters Score -502870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -502882.593750 Penalty: 2774.651123
	Iteration 58Q: 3 clusters Score -502882.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -502896.312500 Penalty: 2774.651123
	Iteration 59Q: 3 clusters Score -502896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -502906.000000 Penalty: 2774.651123
	Iteration 60F: 3 clusters Score -502906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -502909.968750 Penalty: 2774.651123
	Iteration 61Q: 3 clusters Score -502910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -502917.625000 Penalty: 2774.651123
	Iteration 62Q: 3 clusters Score -502917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -502923.437500 Penalty: 2774.651123
	Iteration 63Q: 3 clusters Score -502923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -502933.406250 Penalty: 2774.651123
	Iteration 64Q: 3 clusters Score -502933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -502938.937500 Penalty: 2774.651123
	Iteration 65Q: 3 clusters Score -502938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -502944.781250 Penalty: 2774.651123
	Iteration 66Q: 3 clusters Score -502944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -502954.625000 Penalty: 2774.651123
	Iteration 67Q: 3 clusters Score -502954.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -502959.500000 Penalty: 2774.651123
	Iteration 68Q: 3 clusters Score -502959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -502962.343750 Penalty: 2774.651123
	Iteration 69Q: 3 clusters Score -502962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -502962.343750 Penalty: 2774.651123
	Iteration 70F: 3 clusters Score -502962.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -86627.437500 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -86627.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85219.375000 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -85219.38 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85556.140625 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -85556.14 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -85726.046875 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -85726.05 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -85929.281250 Penalty: 2259.947510
	Iteration 3F: 3 clusters Score -85929.28 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -86141.132812 Penalty: 2259.947510
	Iteration 4F: 3 clusters Score -86141.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -86257.046875 Penalty: 2259.947510
	Iteration 5F: 3 clusters Score -86257.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -86315.187500 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -86315.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -86348.171875 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -86348.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -86360.250000 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -86360.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -86363.867188 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -86363.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -86370.359375 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -86370.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -86378.968750 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -86378.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -86383.078125 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -86383.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -86384.421875 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -86384.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -86384.937500 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -86384.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -86384.937500 Penalty: 2259.947510
	Iteration 15F: 3 clusters Score -86384.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (144770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Entering Unmasked Estep 
Score: -13572869.000000 Penalty: 1930.971436
	Iteration 0F: 2 clusters Score -1.357287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -13476088.000000 Penalty: 3861.942871
	Iteration 0F: 3 clusters Score -1.347609e+07 nChanged 69996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -13518290.000000 Penalty: 3861.942871
	Iteration 1F: 3 clusters Score -1.351829e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -13519962.000000 Penalty: 3861.942871
	Iteration 2Q: 3 clusters Score -1.351996e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -13522255.000000 Penalty: 3861.942871
	Iteration 3Q: 3 clusters Score -1.352226e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -13525848.000000 Penalty: 3861.942871
	Iteration 4F: 3 clusters Score -1.352585e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -13531585.000000 Penalty: 3861.942871
	Iteration 5F: 3 clusters Score -1.353158e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -13540312.000000 Penalty: 3861.942871
	Iteration 6F: 3 clusters Score -1.354031e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118590 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -13550469.000000 Penalty: 3861.942871
	Iteration 7F: 3 clusters Score -1.355047e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -13558846.000000 Penalty: 3861.942871
	Iteration 8F: 3 clusters Score -1.355885e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132660 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -13564210.000000 Penalty: 3861.942871
	Iteration 9Q: 3 clusters Score -1.356421e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -13567043.000000 Penalty: 3861.942871
	Iteration 10Q: 3 clusters Score -1.356704e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137692 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -13568457.000000 Penalty: 3861.942871
	Iteration 11Q: 3 clusters Score -1.356846e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139026 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -13569338.000000 Penalty: 3861.942871
	Iteration 12Q: 3 clusters Score -1.356934e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -13569974.000000 Penalty: 3861.942871
	Iteration 13Q: 3 clusters Score -1.356997e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140797 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -13570424.000000 Penalty: 3861.942871
	Iteration 14Q: 3 clusters Score -1.357042e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141364 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -13570683.000000 Penalty: 3861.942871
	Iteration 15Q: 3 clusters Score -1.357068e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -13570943.000000 Penalty: 3861.942871
	Iteration 16Q: 3 clusters Score -1.357094e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142179 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -13571138.000000 Penalty: 3861.942871
	Iteration 17Q: 3 clusters Score -1.357114e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142427 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -13571236.000000 Penalty: 3861.942871
	Iteration 18Q: 3 clusters Score -1.357124e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142626 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -13571295.000000 Penalty: 3861.942871
	Iteration 19Q: 3 clusters Score -1.35713e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -13571388.000000 Penalty: 3861.942871
	Iteration 20F: 3 clusters Score -1.357139e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142881 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13571439.000000 Penalty: 3861.942871
	Iteration 21Q: 3 clusters Score -1.357144e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142968 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -13571468.000000 Penalty: 3861.942871
	Iteration 22Q: 3 clusters Score -1.357147e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143053 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -13571544.000000 Penalty: 3861.942871
	Iteration 23Q: 3 clusters Score -1.357154e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13571576.000000 Penalty: 3861.942871
	Iteration 24Q: 3 clusters Score -1.357158e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13571606.000000 Penalty: 3861.942871
	Iteration 25Q: 3 clusters Score -1.357161e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -13571631.000000 Penalty: 3861.942871
	Iteration 26Q: 3 clusters Score -1.357163e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143243 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13571654.000000 Penalty: 3861.942871
	Iteration 27Q: 3 clusters Score -1.357165e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143290 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -13571652.000000 Penalty: 3861.942871
	Iteration 28Q: 3 clusters Score -1.357165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13571680.000000 Penalty: 3861.942871
	Iteration 29Q: 3 clusters Score -1.357168e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13571685.000000 Penalty: 3861.942871
	Iteration 30Q: 3 clusters Score -1.357168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143366 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13571703.000000 Penalty: 3861.942871
	Iteration 31Q: 3 clusters Score -1.35717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143379 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13571696.000000 Penalty: 3861.942871
	Iteration 32Q: 3 clusters Score -1.35717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13571714.000000 Penalty: 3861.942871
	Iteration 33Q: 3 clusters Score -1.357171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143386 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13571726.000000 Penalty: 3861.942871
	Iteration 34Q: 3 clusters Score -1.357173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143391 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13571708.000000 Penalty: 3861.942871
	Iteration 35Q: 3 clusters Score -1.357171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143398 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -13571722.000000 Penalty: 3861.942871
	Iteration 36Q: 3 clusters Score -1.357172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143405 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13571730.000000 Penalty: 3861.942871
	Iteration 37Q: 3 clusters Score -1.357173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143406 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -13571750.000000 Penalty: 3861.942871
	Iteration 38Q: 3 clusters Score -1.357175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143409 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13571759.000000 Penalty: 3861.942871
	Iteration 39Q: 3 clusters Score -1.357176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -13571758.000000 Penalty: 3861.942871
	Iteration 40F: 3 clusters Score -1.357176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143421 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13571764.000000 Penalty: 3861.942871
	Iteration 41Q: 3 clusters Score -1.357176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13571758.000000 Penalty: 3861.942871
	Iteration 42Q: 3 clusters Score -1.357176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13571746.000000 Penalty: 3861.942871
	Iteration 43Q: 3 clusters Score -1.357175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143429 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13571753.000000 Penalty: 3861.942871
	Iteration 44Q: 3 clusters Score -1.357175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143433 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13571749.000000 Penalty: 3861.942871
	Iteration 45Q: 3 clusters Score -1.357175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143439 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -13571758.000000 Penalty: 3861.942871
	Iteration 46Q: 3 clusters Score -1.357176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -13571759.000000 Penalty: 3861.942871
	Iteration 47Q: 3 clusters Score -1.357176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -13571749.000000 Penalty: 3861.942871
	Iteration 48Q: 3 clusters Score -1.357175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -13571748.000000 Penalty: 3861.942871
	Iteration 49Q: 3 clusters Score -1.357175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143449 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13571745.000000 Penalty: 3861.942871
	Iteration 50Q: 3 clusters Score -1.357174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143449 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13571745.000000 Penalty: 3861.942871
	Iteration 51Q: 3 clusters Score -1.357174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143449 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13571745.000000 Penalty: 3861.942871
	Iteration 52F: 3 clusters Score -1.357174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -16270.172852 Penalty: 923.028015
	Iteration 0F: 2 clusters Score -16270.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15482.431641 Penalty: 1846.056030
	Iteration 0F: 3 clusters Score -15482.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15629.293945 Penalty: 1846.056030
	Iteration 1F: 3 clusters Score -15629.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15691.296875 Penalty: 1846.056030
	Iteration 2F: 3 clusters Score -15691.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15732.455078 Penalty: 1846.056030
	Iteration 3Q: 3 clusters Score -15732.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15750.810547 Penalty: 1846.056030
	Iteration 4Q: 3 clusters Score -15750.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15763.180664 Penalty: 1846.056030
	Iteration 5Q: 3 clusters Score -15763.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15770.791992 Penalty: 1846.056030
	Iteration 6Q: 3 clusters Score -15770.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15770.791992 Penalty: 1846.056030
	Iteration 7F: 3 clusters Score -15770.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (168951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Entering Unmasked Estep 
Score: -15847032.000000 Penalty: 1956.071655
	Iteration 0F: 2 clusters Score -1.584703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -15735015.000000 Penalty: 3912.143311
	Iteration 0F: 3 clusters Score -1.573502e+07 nChanged 82034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -15786142.000000 Penalty: 3912.143311
	Iteration 1F: 3 clusters Score -1.578614e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -15790363.000000 Penalty: 3912.143311
	Iteration 2F: 3 clusters Score -1.579036e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -15797160.000000 Penalty: 3912.143311
	Iteration 3F: 3 clusters Score -1.579716e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116900 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -15806744.000000 Penalty: 3912.143311
	Iteration 4F: 3 clusters Score -1.580674e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -15818321.000000 Penalty: 3912.143311
	Iteration 5F: 3 clusters Score -1.581832e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133636 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -15828239.000000 Penalty: 3912.143311
	Iteration 6F: 3 clusters Score -1.582824e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -15833102.000000 Penalty: 3912.143311
	Iteration 7Q: 3 clusters Score -1.58331e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137589 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -15834570.000000 Penalty: 3912.143311
	Iteration 8Q: 3 clusters Score -1.583457e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -15835209.000000 Penalty: 3912.143311
	Iteration 9Q: 3 clusters Score -1.583521e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138899 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -15835551.000000 Penalty: 3912.143311
	Iteration 10Q: 3 clusters Score -1.583555e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -15835868.000000 Penalty: 3912.143311
	Iteration 11Q: 3 clusters Score -1.583587e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140064 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -15836202.000000 Penalty: 3912.143311
	Iteration 12Q: 3 clusters Score -1.58362e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140621 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -15836357.000000 Penalty: 3912.143311
	Iteration 13Q: 3 clusters Score -1.583636e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141212 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -15836622.000000 Penalty: 3912.143311
	Iteration 14Q: 3 clusters Score -1.583662e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -15836855.000000 Penalty: 3912.143311
	Iteration 15Q: 3 clusters Score -1.583686e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142464 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -15837261.000000 Penalty: 3912.143311
	Iteration 16Q: 3 clusters Score -1.583726e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143185 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -15837550.000000 Penalty: 3912.143311
	Iteration 17Q: 3 clusters Score -1.583755e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143943 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -15837861.000000 Penalty: 3912.143311
	Iteration 18Q: 3 clusters Score -1.583786e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144748 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -15838199.000000 Penalty: 3912.143311
	Iteration 19Q: 3 clusters Score -1.58382e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145554 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -15838521.000000 Penalty: 3912.143311
	Iteration 20F: 3 clusters Score -1.583852e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146383 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -15838871.000000 Penalty: 3912.143311
	Iteration 21Q: 3 clusters Score -1.583887e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -15839260.000000 Penalty: 3912.143311
	Iteration 22Q: 3 clusters Score -1.583926e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148037 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -15839546.000000 Penalty: 3912.143311
	Iteration 23Q: 3 clusters Score -1.583955e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -15840076.000000 Penalty: 3912.143311
	Iteration 24Q: 3 clusters Score -1.584008e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -15840585.000000 Penalty: 3912.143311
	Iteration 25Q: 3 clusters Score -1.584058e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -15841198.000000 Penalty: 3912.143311
	Iteration 26Q: 3 clusters Score -1.58412e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151809 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -15841996.000000 Penalty: 3912.143311
	Iteration 27Q: 3 clusters Score -1.5842e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -15842503.000000 Penalty: 3912.143311
	Iteration 28Q: 3 clusters Score -1.58425e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -15843111.000000 Penalty: 3912.143311
	Iteration 29Q: 3 clusters Score -1.584311e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -15843647.000000 Penalty: 3912.143311
	Iteration 30Q: 3 clusters Score -1.584365e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -15844115.000000 Penalty: 3912.143311
	Iteration 31Q: 3 clusters Score -1.584412e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -15844565.000000 Penalty: 3912.143311
	Iteration 32Q: 3 clusters Score -1.584456e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158631 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -15844927.000000 Penalty: 3912.143311
	Iteration 33Q: 3 clusters Score -1.584493e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -15845256.000000 Penalty: 3912.143311
	Iteration 34Q: 3 clusters Score -1.584526e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160657 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -15845535.000000 Penalty: 3912.143311
	Iteration 35Q: 3 clusters Score -1.584554e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161602 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -15845827.000000 Penalty: 3912.143311
	Iteration 36Q: 3 clusters Score -1.584583e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162475 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -15845990.000000 Penalty: 3912.143311
	Iteration 37Q: 3 clusters Score -1.584599e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163246 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -15846104.000000 Penalty: 3912.143311
	Iteration 38Q: 3 clusters Score -1.58461e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163891 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -15846228.000000 Penalty: 3912.143311
	Iteration 39Q: 3 clusters Score -1.584623e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164454 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -15846285.000000 Penalty: 3912.143311
	Iteration 40F: 3 clusters Score -1.584628e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -15846322.000000 Penalty: 3912.143311
	Iteration 41Q: 3 clusters Score -1.584632e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165379 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -15846380.000000 Penalty: 3912.143311
	Iteration 42Q: 3 clusters Score -1.584638e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165761 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -15846355.000000 Penalty: 3912.143311
	Iteration 43Q: 3 clusters Score -1.584636e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -15846325.000000 Penalty: 3912.143311
	Iteration 44Q: 3 clusters Score -1.584632e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166321 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -15846358.000000 Penalty: 3912.143311
	Iteration 45Q: 3 clusters Score -1.584636e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166548 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -15846322.000000 Penalty: 3912.143311
	Iteration 46Q: 3 clusters Score -1.584632e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -15846309.000000 Penalty: 3912.143311
	Iteration 47Q: 3 clusters Score -1.584631e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -15846331.000000 Penalty: 3912.143311
	Iteration 48Q: 3 clusters Score -1.584633e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167032 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -15846339.000000 Penalty: 3912.143311
	Iteration 49Q: 3 clusters Score -1.584634e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167126 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15846340.000000 Penalty: 3912.143311
	Iteration 50Q: 3 clusters Score -1.584634e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -15846327.000000 Penalty: 3912.143311
	Iteration 51Q: 3 clusters Score -1.584633e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -15846346.000000 Penalty: 3912.143311
	Iteration 52Q: 3 clusters Score -1.584635e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167356 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15846333.000000 Penalty: 3912.143311
	Iteration 53Q: 3 clusters Score -1.584633e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -15846345.000000 Penalty: 3912.143311
	Iteration 54Q: 3 clusters Score -1.584634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -15846332.000000 Penalty: 3912.143311
	Iteration 55Q: 3 clusters Score -1.584633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -15846306.000000 Penalty: 3912.143311
	Iteration 56Q: 3 clusters Score -1.584631e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -15846326.000000 Penalty: 3912.143311
	Iteration 57Q: 3 clusters Score -1.584633e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15846305.000000 Penalty: 3912.143311
	Iteration 58Q: 3 clusters Score -1.58463e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15846298.000000 Penalty: 3912.143311
	Iteration 59Q: 3 clusters Score -1.58463e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167637 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -15846310.000000 Penalty: 3912.143311
	Iteration 60F: 3 clusters Score -1.584631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167656 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15846311.000000 Penalty: 3912.143311
	Iteration 61Q: 3 clusters Score -1.584631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15846295.000000 Penalty: 3912.143311
	Iteration 62Q: 3 clusters Score -1.58463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167670 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -15846299.000000 Penalty: 3912.143311
	Iteration 63Q: 3 clusters Score -1.58463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -15846293.000000 Penalty: 3912.143311
	Iteration 64Q: 3 clusters Score -1.584629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -15846297.000000 Penalty: 3912.143311
	Iteration 65Q: 3 clusters Score -1.58463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -15846301.000000 Penalty: 3912.143311
	Iteration 66Q: 3 clusters Score -1.58463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -15846295.000000 Penalty: 3912.143311
	Iteration 67Q: 3 clusters Score -1.58463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15846297.000000 Penalty: 3912.143311
	Iteration 68Q: 3 clusters Score -1.58463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -15846291.000000 Penalty: 3912.143311
	Iteration 69Q: 3 clusters Score -1.584629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15846286.000000 Penalty: 3912.143311
	Iteration 70Q: 3 clusters Score -1.584629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -15846288.000000 Penalty: 3912.143311
	Iteration 71Q: 3 clusters Score -1.584629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -15846288.000000 Penalty: 3912.143311
	Iteration 72F: 3 clusters Score -1.584629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -82964.031250 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -82964.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81502.695312 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -81502.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81843.242188 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -81843.24 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82088.812500 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -82088.81 nChanged 105
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: -82427.406250 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -82427.41 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -82798.312500 Penalty: 2259.636963
	Iteration 4F: 3 clusters Score -82798.31 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83029.500000 Penalty: 2259.636963
	Iteration 5F: 3 clusters Score -83029.5 nChanged 43
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: -83122.382812 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -83122.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83146.093750 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -83146.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83166.507812 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -83166.51 nChanged 9
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: -83174.445312 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -83174.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -83175.515625 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -83175.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -83175.515625 Penalty: 2259.636963
	Iteration 11F: 3 clusters Score -83175.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120408 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144770 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168951 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 33692 members 
Mstep: Class 13 contains 12136 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8650 members 
Mstep: Class 18 contains 174089 members 
Mstep: Class 19 contains 30604 members 
Mstep: Class 20 contains 531 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
Score: -66454288.000000 Penalty: 48245.828125
Splitting cluster 11 changes total score from -66455140.000000 to -66454288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (33692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Entering Unmasked Estep 
Score: -3202574.250000 Penalty: 1694.065063
	Iteration 0F: 2 clusters Score -3202574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3179833.500000 Penalty: 3388.130127
	Iteration 0F: 3 clusters Score -3179834 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3188680.250000 Penalty: 3388.130127
	Iteration 1F: 3 clusters Score -3188680 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3189469.500000 Penalty: 3388.130127
	Iteration 2F: 3 clusters Score -3189470 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3190749.500000 Penalty: 3388.130127
	Iteration 3F: 3 clusters Score -3190750 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3192763.750000 Penalty: 3388.130127
	Iteration 4F: 3 clusters Score -3192764 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3195522.500000 Penalty: 3388.130127
	Iteration 5F: 3 clusters Score -3195522 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3198209.750000 Penalty: 3388.130127
	Iteration 6F: 3 clusters Score -3198210 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -3199880.000000 Penalty: 3388.130127
	Iteration 7Q: 3 clusters Score -3199880 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -3200644.750000 Penalty: 3388.130127
	Iteration 8Q: 3 clusters Score -3200645 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -3200893.250000 Penalty: 3388.130127
	Iteration 9Q: 3 clusters Score -3200893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -3200984.500000 Penalty: 3388.130127
	Iteration 10Q: 3 clusters Score -3200984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3201020.500000 Penalty: 3388.130127
	Iteration 11Q: 3 clusters Score -3201020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3201039.000000 Penalty: 3388.130127
	Iteration 12Q: 3 clusters Score -3201039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -3201052.000000 Penalty: 3388.130127
	Iteration 13Q: 3 clusters Score -3201052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -3201062.750000 Penalty: 3388.130127
	Iteration 14Q: 3 clusters Score -3201063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3201076.500000 Penalty: 3388.130127
	Iteration 15Q: 3 clusters Score -3201076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3201086.500000 Penalty: 3388.130127
	Iteration 16Q: 3 clusters Score -3201086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3201091.000000 Penalty: 3388.130127
	Iteration 17Q: 3 clusters Score -3201091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3201093.500000 Penalty: 3388.130127
	Iteration 18Q: 3 clusters Score -3201094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3201095.250000 Penalty: 3388.130127
	Iteration 19Q: 3 clusters Score -3201095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3201102.500000 Penalty: 3388.130127
	Iteration 20F: 3 clusters Score -3201102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3201105.250000 Penalty: 3388.130127
	Iteration 21Q: 3 clusters Score -3201105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -3201106.500000 Penalty: 3388.130127
	Iteration 22Q: 3 clusters Score -3201106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -3201109.750000 Penalty: 3388.130127
	Iteration 23Q: 3 clusters Score -3201110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -3201111.750000 Penalty: 3388.130127
	Iteration 24Q: 3 clusters Score -3201112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -3201115.000000 Penalty: 3388.130127
	Iteration 25Q: 3 clusters Score -3201115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3201123.750000 Penalty: 3388.130127
	Iteration 26Q: 3 clusters Score -3201124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3201127.250000 Penalty: 3388.130127
	Iteration 27Q: 3 clusters Score -3201127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3201127.250000 Penalty: 3388.130127
	Iteration 28F: 3 clusters Score -3201127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Entering Unmasked Estep 
Score: -1152667.625000 Penalty: 1528.138916
	Iteration 0F: 2 clusters Score -1152668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1144078.000000 Penalty: 3056.277832
	Iteration 0F: 3 clusters Score -1144078 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1146921.750000 Penalty: 3056.277832
	Iteration 1F: 3 clusters Score -1146922 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1147256.750000 Penalty: 3056.277832
	Iteration 2F: 3 clusters Score -1147257 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1147596.375000 Penalty: 3056.277832
	Iteration 3F: 3 clusters Score -1147596 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1147958.375000 Penalty: 3056.277832
	Iteration 4F: 3 clusters Score -1147958 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1148331.000000 Penalty: 3056.277832
	Iteration 5F: 3 clusters Score -1148331 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1148828.250000 Penalty: 3056.277832
	Iteration 6F: 3 clusters Score -1148828 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1149390.250000 Penalty: 3056.277832
	Iteration 7F: 3 clusters Score -1149390 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1149992.625000 Penalty: 3056.277832
	Iteration 8F: 3 clusters Score -1149993 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1150465.500000 Penalty: 3056.277832
	Iteration 9Q: 3 clusters Score -1150466 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1150799.125000 Penalty: 3056.277832
	Iteration 10Q: 3 clusters Score -1150799 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1151034.250000 Penalty: 3056.277832
	Iteration 11Q: 3 clusters Score -1151034 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1151189.375000 Penalty: 3056.277832
	Iteration 12Q: 3 clusters Score -1151189 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1151269.625000 Penalty: 3056.277832
	Iteration 13Q: 3 clusters Score -1151270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1151322.625000 Penalty: 3056.277832
	Iteration 14Q: 3 clusters Score -1151323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1151373.125000 Penalty: 3056.277832
	Iteration 15Q: 3 clusters Score -1151373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1151401.750000 Penalty: 3056.277832
	Iteration 16Q: 3 clusters Score -1151402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1151416.875000 Penalty: 3056.277832
	Iteration 17Q: 3 clusters Score -1151417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1151436.125000 Penalty: 3056.277832
	Iteration 18Q: 3 clusters Score -1151436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1151448.875000 Penalty: 3056.277832
	Iteration 19Q: 3 clusters Score -1151449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1151461.625000 Penalty: 3056.277832
	Iteration 20F: 3 clusters Score -1151462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1151476.875000 Penalty: 3056.277832
	Iteration 21Q: 3 clusters Score -1151477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1151485.125000 Penalty: 3056.277832
	Iteration 22Q: 3 clusters Score -1151485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1151491.375000 Penalty: 3056.277832
	Iteration 23Q: 3 clusters Score -1151491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1151491.000000 Penalty: 3056.277832
	Iteration 24Q: 3 clusters Score -1151491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1151491.250000 Penalty: 3056.277832
	Iteration 25Q: 3 clusters Score -1151491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1151490.375000 Penalty: 3056.277832
	Iteration 26Q: 3 clusters Score -1151490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1151492.875000 Penalty: 3056.277832
	Iteration 27Q: 3 clusters Score -1151493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1151493.250000 Penalty: 3056.277832
	Iteration 28Q: 3 clusters Score -1151493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1151493.375000 Penalty: 3056.277832
	Iteration 29Q: 3 clusters Score -1151493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1151493.125000 Penalty: 3056.277832
	Iteration 30Q: 3 clusters Score -1151493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1151493.125000 Penalty: 3056.277832
	Iteration 31F: 3 clusters Score -1151493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -328480.875000 Penalty: 1334.410156
	Iteration 0F: 2 clusters Score -328480.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -325341.781250 Penalty: 2668.820312
	Iteration 0F: 3 clusters Score -325341.8 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326165.093750 Penalty: 2668.820312
	Iteration 1F: 3 clusters Score -326165.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -326360.031250 Penalty: 2668.820312
	Iteration 2F: 3 clusters Score -326360 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -326527.218750 Penalty: 2668.820312
	Iteration 3F: 3 clusters Score -326527.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -326661.281250 Penalty: 2668.820312
	Iteration 4F: 3 clusters Score -326661.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -326790.968750 Penalty: 2668.820312
	Iteration 5Q: 3 clusters Score -326791 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -326926.156250 Penalty: 2668.820312
	Iteration 6Q: 3 clusters Score -326926.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -327058.187500 Penalty: 2668.820312
	Iteration 7Q: 3 clusters Score -327058.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -327160.593750 Penalty: 2668.820312
	Iteration 8Q: 3 clusters Score -327160.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -327248.562500 Penalty: 2668.820312
	Iteration 9Q: 3 clusters Score -327248.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -327315.031250 Penalty: 2668.820312
	Iteration 10Q: 3 clusters Score -327315 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -327382.687500 Penalty: 2668.820312
	Iteration 11Q: 3 clusters Score -327382.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -327434.843750 Penalty: 2668.820312
	Iteration 12Q: 3 clusters Score -327434.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -327477.593750 Penalty: 2668.820312
	Iteration 13Q: 3 clusters Score -327477.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -327507.156250 Penalty: 2668.820312
	Iteration 14Q: 3 clusters Score -327507.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -327531.000000 Penalty: 2668.820312
	Iteration 15Q: 3 clusters Score -327531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -327552.375000 Penalty: 2668.820312
	Iteration 16Q: 3 clusters Score -327552.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -327568.031250 Penalty: 2668.820312
	Iteration 17Q: 3 clusters Score -327568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -327583.031250 Penalty: 2668.820312
	Iteration 18Q: 3 clusters Score -327583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -327594.156250 Penalty: 2668.820312
	Iteration 19Q: 3 clusters Score -327594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -327599.000000 Penalty: 2668.820312
	Iteration 20F: 3 clusters Score -327599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -327604.562500 Penalty: 2668.820312
	Iteration 21Q: 3 clusters Score -327604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -327606.750000 Penalty: 2668.820312
	Iteration 22Q: 3 clusters Score -327606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -327607.281250 Penalty: 2668.820312
	Iteration 23Q: 3 clusters Score -327607.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -327611.125000 Penalty: 2668.820312
	Iteration 24Q: 3 clusters Score -327611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -327613.718750 Penalty: 2668.820312
	Iteration 25Q: 3 clusters Score -327613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -327614.062500 Penalty: 2668.820312
	Iteration 26Q: 3 clusters Score -327614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -327614.062500 Penalty: 2668.820312
	Iteration 27F: 3 clusters Score -327614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -404496.437500 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -404496.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -400921.531250 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -400921.5 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -401904.843750 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -401904.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -402121.656250 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -402121.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -402242.843750 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -402242.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -402306.687500 Penalty: 2723.275635
	Iteration 4Q: 3 clusters Score -402306.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -402356.125000 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -402356.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -402387.781250 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -402387.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -402410.531250 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -402410.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402427.250000 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -402427.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -402443.593750 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -402443.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -402459.750000 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -402459.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -402474.156250 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -402474.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -402486.031250 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -402486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -402499.000000 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -402499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -402507.062500 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -402507.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -402515.187500 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -402515.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -402527.437500 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -402527.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -402545.593750 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -402545.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -402562.000000 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -402562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -402578.312500 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -402578.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -402595.968750 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -402596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -402618.562500 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -402618.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -402658.562500 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -402658.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -402705.687500 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -402705.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -402747.875000 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -402747.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -402801.062500 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -402801.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -402847.218750 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -402847.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -402884.000000 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -402884 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -402928.531250 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -402928.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -402959.750000 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -402959.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -402983.062500 Penalty: 2723.275635
	Iteration 30Q: 3 clusters Score -402983.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -403006.093750 Penalty: 2723.275635
	Iteration 31Q: 3 clusters Score -403006.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -403029.781250 Penalty: 2723.275635
	Iteration 32Q: 3 clusters Score -403029.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -403053.250000 Penalty: 2723.275635
	Iteration 33Q: 3 clusters Score -403053.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -403071.250000 Penalty: 2723.275635
	Iteration 34Q: 3 clusters Score -403071.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -403091.968750 Penalty: 2723.275635
	Iteration 35Q: 3 clusters Score -403092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -403112.406250 Penalty: 2723.275635
	Iteration 36Q: 3 clusters Score -403112.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -403125.500000 Penalty: 2723.275635
	Iteration 37Q: 3 clusters Score -403125.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -403138.468750 Penalty: 2723.275635
	Iteration 38Q: 3 clusters Score -403138.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -403147.343750 Penalty: 2723.275635
	Iteration 39Q: 3 clusters Score -403147.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -403152.750000 Penalty: 2723.275635
	Iteration 40F: 3 clusters Score -403152.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -403158.281250 Penalty: 2723.275635
	Iteration 41Q: 3 clusters Score -403158.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -403162.781250 Penalty: 2723.275635
	Iteration 42Q: 3 clusters Score -403162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -403165.937500 Penalty: 2723.275635
	Iteration 43Q: 3 clusters Score -403165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -403167.906250 Penalty: 2723.275635
	Iteration 44Q: 3 clusters Score -403167.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -403174.000000 Penalty: 2723.275635
	Iteration 45Q: 3 clusters Score -403174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -403177.843750 Penalty: 2723.275635
	Iteration 46Q: 3 clusters Score -403177.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -403187.250000 Penalty: 2723.275635
	Iteration 47Q: 3 clusters Score -403187.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -403195.437500 Penalty: 2723.275635
	Iteration 48Q: 3 clusters Score -403195.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -403206.250000 Penalty: 2723.275635
	Iteration 49Q: 3 clusters Score -403206.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -403213.656250 Penalty: 2723.275635
	Iteration 50Q: 3 clusters Score -403213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -403217.468750 Penalty: 2723.275635
	Iteration 51Q: 3 clusters Score -403217.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -403220.093750 Penalty: 2723.275635
	Iteration 52Q: 3 clusters Score -403220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -403222.281250 Penalty: 2723.275635
	Iteration 53Q: 3 clusters Score -403222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -403227.593750 Penalty: 2723.275635
	Iteration 54Q: 3 clusters Score -403227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -403231.593750 Penalty: 2723.275635
	Iteration 55Q: 3 clusters Score -403231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -403236.968750 Penalty: 2723.275635
	Iteration 56Q: 3 clusters Score -403237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -403241.906250 Penalty: 2723.275635
	Iteration 57Q: 3 clusters Score -403241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -403248.656250 Penalty: 2723.275635
	Iteration 58Q: 3 clusters Score -403248.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -403257.406250 Penalty: 2723.275635
	Iteration 59Q: 3 clusters Score -403257.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -403264.312500 Penalty: 2723.275635
	Iteration 60F: 3 clusters Score -403264.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -403270.843750 Penalty: 2723.275635
	Iteration 61Q: 3 clusters Score -403270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -403275.875000 Penalty: 2723.275635
	Iteration 62Q: 3 clusters Score -403275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -403280.531250 Penalty: 2723.275635
	Iteration 63Q: 3 clusters Score -403280.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -403286.593750 Penalty: 2723.275635
	Iteration 64Q: 3 clusters Score -403286.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -403294.343750 Penalty: 2723.275635
	Iteration 65Q: 3 clusters Score -403294.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -403302.000000 Penalty: 2723.275635
	Iteration 66Q: 3 clusters Score -403302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -403308.781250 Penalty: 2723.275635
	Iteration 67Q: 3 clusters Score -403308.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -403315.843750 Penalty: 2723.275635
	Iteration 68Q: 3 clusters Score -403315.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -403321.656250 Penalty: 2723.275635
	Iteration 69Q: 3 clusters Score -403321.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -403332.062500 Penalty: 2723.275635
	Iteration 70Q: 3 clusters Score -403332.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -403344.656250 Penalty: 2723.275635
	Iteration 71Q: 3 clusters Score -403344.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -403353.906250 Penalty: 2723.275635
	Iteration 72Q: 3 clusters Score -403353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -403365.781250 Penalty: 2723.275635
	Iteration 73Q: 3 clusters Score -403365.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -403373.125000 Penalty: 2723.275635
	Iteration 74Q: 3 clusters Score -403373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -403379.718750 Penalty: 2723.275635
	Iteration 75Q: 3 clusters Score -403379.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -403384.250000 Penalty: 2723.275635
	Iteration 76Q: 3 clusters Score -403384.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -403389.125000 Penalty: 2723.275635
	Iteration 77Q: 3 clusters Score -403389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -403394.062500 Penalty: 2723.275635
	Iteration 78Q: 3 clusters Score -403394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -403395.250000 Penalty: 2723.275635
	Iteration 79Q: 3 clusters Score -403395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -403399.125000 Penalty: 2723.275635
	Iteration 80F: 3 clusters Score -403399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -403401.875000 Penalty: 2723.275635
	Iteration 81Q: 3 clusters Score -403401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -403401.093750 Penalty: 2723.275635
	Iteration 82Q: 3 clusters Score -403401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -403401.125000 Penalty: 2723.275635
	Iteration 83Q: 3 clusters Score -403401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -403401.312500 Penalty: 2723.275635
	Iteration 84Q: 3 clusters Score -403401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -403401.312500 Penalty: 2723.275635
	Iteration 85F: 3 clusters Score -403401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -53704.277344 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -53704.28 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 326 members 
Entering Unmasked Estep 
Score: -52543.871094 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -52543.87 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52735.824219 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -52735.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52813.074219 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -52813.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52844.003906 Penalty: 2098.450195
	Iteration 3Q: 3 clusters Score -52844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52854.332031 Penalty: 2098.450195
	Iteration 4Q: 3 clusters Score -52854.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52860.546875 Penalty: 2098.450195
	Iteration 5Q: 3 clusters Score -52860.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52863.562500 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -52863.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52866.136719 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -52866.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52867.921875 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -52867.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52870.355469 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -52870.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52875.355469 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -52875.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -52878.417969 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -52878.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52881.054688 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -52881.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52883.121094 Penalty: 2098.450195
	Iteration 13Q: 3 clusters Score -52883.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52886.246094 Penalty: 2098.450195
	Iteration 14Q: 3 clusters Score -52886.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52890.718750 Penalty: 2098.450195
	Iteration 15Q: 3 clusters Score -52890.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -52894.160156 Penalty: 2098.450195
	Iteration 16Q: 3 clusters Score -52894.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -52896.101562 Penalty: 2098.450195
	Iteration 17Q: 3 clusters Score -52896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -52896.101562 Penalty: 2098.450195
	Iteration 18F: 3 clusters Score -52896.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Entering Unmasked Estep 
Score: -770331.062500 Penalty: 1473.113525
	Iteration 0F: 2 clusters Score -770331.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -764084.125000 Penalty: 2946.227051
	Iteration 0F: 3 clusters Score -764084.1 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -766083.937500 Penalty: 2946.227051
	Iteration 1F: 3 clusters Score -766083.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -766356.875000 Penalty: 2946.227051
	Iteration 2F: 3 clusters Score -766356.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -766625.062500 Penalty: 2946.227051
	Iteration 3F: 3 clusters Score -766625.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -766913.562500 Penalty: 2946.227051
	Iteration 4F: 3 clusters Score -766913.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -767208.125000 Penalty: 2946.227051
	Iteration 5F: 3 clusters Score -767208.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -767527.062500 Penalty: 2946.227051
	Iteration 6F: 3 clusters Score -767527.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -767835.062500 Penalty: 2946.227051
	Iteration 7Q: 3 clusters Score -767835.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -768126.750000 Penalty: 2946.227051
	Iteration 8Q: 3 clusters Score -768126.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -768415.500000 Penalty: 2946.227051
	Iteration 9Q: 3 clusters Score -768415.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -768691.500000 Penalty: 2946.227051
	Iteration 10Q: 3 clusters Score -768691.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -768886.437500 Penalty: 2946.227051
	Iteration 11Q: 3 clusters Score -768886.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -769008.437500 Penalty: 2946.227051
	Iteration 12Q: 3 clusters Score -769008.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -769079.687500 Penalty: 2946.227051
	Iteration 13Q: 3 clusters Score -769079.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -769121.250000 Penalty: 2946.227051
	Iteration 14Q: 3 clusters Score -769121.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -769142.812500 Penalty: 2946.227051
	Iteration 15Q: 3 clusters Score -769142.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -769159.062500 Penalty: 2946.227051
	Iteration 16Q: 3 clusters Score -769159.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -769171.500000 Penalty: 2946.227051
	Iteration 17Q: 3 clusters Score -769171.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -769182.437500 Penalty: 2946.227051
	Iteration 18Q: 3 clusters Score -769182.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -769187.312500 Penalty: 2946.227051
	Iteration 19Q: 3 clusters Score -769187.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -769193.687500 Penalty: 2946.227051
	Iteration 20F: 3 clusters Score -769193.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -769197.187500 Penalty: 2946.227051
	Iteration 21Q: 3 clusters Score -769197.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -769206.000000 Penalty: 2946.227051
	Iteration 22Q: 3 clusters Score -769206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -769215.062500 Penalty: 2946.227051
	Iteration 23Q: 3 clusters Score -769215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -769223.062500 Penalty: 2946.227051
	Iteration 24Q: 3 clusters Score -769223.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -769226.937500 Penalty: 2946.227051
	Iteration 25Q: 3 clusters Score -769226.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -769234.937500 Penalty: 2946.227051
	Iteration 26Q: 3 clusters Score -769234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -769236.125000 Penalty: 2946.227051
	Iteration 27Q: 3 clusters Score -769236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -769239.750000 Penalty: 2946.227051
	Iteration 28Q: 3 clusters Score -769239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -769243.000000 Penalty: 2946.227051
	Iteration 29Q: 3 clusters Score -769243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -769244.750000 Penalty: 2946.227051
	Iteration 30Q: 3 clusters Score -769244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -769245.625000 Penalty: 2946.227051
	Iteration 31Q: 3 clusters Score -769245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -769246.937500 Penalty: 2946.227051
	Iteration 32Q: 3 clusters Score -769246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -769246.875000 Penalty: 2946.227051
	Iteration 33Q: 3 clusters Score -769246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -769246.875000 Penalty: 2946.227051
	Iteration 34F: 3 clusters Score -769246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174089 members 
Entering Unmasked Estep 
Score: -16292478.000000 Penalty: 1960.939819
	Iteration 0F: 2 clusters Score -1.629248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -16176479.000000 Penalty: 3921.879639
	Iteration 0F: 3 clusters Score -1.617648e+07 nChanged 84305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -16226432.000000 Penalty: 3921.879639
	Iteration 1F: 3 clusters Score -1.622643e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -16227593.000000 Penalty: 3921.879639
	Iteration 2Q: 3 clusters Score -1.622759e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98341 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -16229400.000000 Penalty: 3921.879639
	Iteration 3Q: 3 clusters Score -1.62294e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -16232418.000000 Penalty: 3921.879639
	Iteration 4Q: 3 clusters Score -1.623242e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -16237792.000000 Penalty: 3921.879639
	Iteration 5F: 3 clusters Score -1.623779e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -16246849.000000 Penalty: 3921.879639
	Iteration 6F: 3 clusters Score -1.624685e+07 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141069 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -16259465.000000 Penalty: 3921.879639
	Iteration 7F: 3 clusters Score -1.625946e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154620 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -16273098.000000 Penalty: 3921.879639
	Iteration 8F: 3 clusters Score -1.62731e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164602 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -16283409.000000 Penalty: 3921.879639
	Iteration 9F: 3 clusters Score -1.628341e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170322 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -16288168.000000 Penalty: 3921.879639
	Iteration 10Q: 3 clusters Score -1.628817e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172740 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16289866.000000 Penalty: 3921.879639
	Iteration 11Q: 3 clusters Score -1.628987e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173535 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16290425.000000 Penalty: 3921.879639
	Iteration 12Q: 3 clusters Score -1.629042e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173784 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16290607.000000 Penalty: 3921.879639
	Iteration 13Q: 3 clusters Score -1.629061e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173862 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16290647.000000 Penalty: 3921.879639
	Iteration 14Q: 3 clusters Score -1.629065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173891 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16290698.000000 Penalty: 3921.879639
	Iteration 15Q: 3 clusters Score -1.62907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16290717.000000 Penalty: 3921.879639
	Iteration 16Q: 3 clusters Score -1.629072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16290728.000000 Penalty: 3921.879639
	Iteration 17Q: 3 clusters Score -1.629073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173917 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16290748.000000 Penalty: 3921.879639
	Iteration 18Q: 3 clusters Score -1.629075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173917 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16290748.000000 Penalty: 3921.879639
	Iteration 19Q: 3 clusters Score -1.629075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173918 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16290759.000000 Penalty: 3921.879639
	Iteration 20F: 3 clusters Score -1.629076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173921 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16290764.000000 Penalty: 3921.879639
	Iteration 21Q: 3 clusters Score -1.629076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173921 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16290764.000000 Penalty: 3921.879639
	Iteration 22F: 3 clusters Score -1.629076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Entering Unmasked Estep 
Score: -2785692.250000 Penalty: 1678.443970
	Iteration 0F: 2 clusters Score -2785692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2765145.000000 Penalty: 3356.887939
	Iteration 0F: 3 clusters Score -2765145 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2773323.500000 Penalty: 3356.887939
	Iteration 1F: 3 clusters Score -2773324 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2774161.250000 Penalty: 3356.887939
	Iteration 2F: 3 clusters Score -2774161 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2775285.250000 Penalty: 3356.887939
	Iteration 3F: 3 clusters Score -2775285 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2776704.500000 Penalty: 3356.887939
	Iteration 4F: 3 clusters Score -2776704 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2778369.000000 Penalty: 3356.887939
	Iteration 5F: 3 clusters Score -2778369 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2780103.250000 Penalty: 3356.887939
	Iteration 6F: 3 clusters Score -2780103 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2781593.250000 Penalty: 3356.887939
	Iteration 7F: 3 clusters Score -2781593 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2782712.000000 Penalty: 3356.887939
	Iteration 8Q: 3 clusters Score -2782712 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2783368.750000 Penalty: 3356.887939
	Iteration 9Q: 3 clusters Score -2783369 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2783756.250000 Penalty: 3356.887939
	Iteration 10Q: 3 clusters Score -2783756 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2783995.000000 Penalty: 3356.887939
	Iteration 11Q: 3 clusters Score -2783995 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2784176.500000 Penalty: 3356.887939
	Iteration 12Q: 3 clusters Score -2784176 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2784305.500000 Penalty: 3356.887939
	Iteration 13Q: 3 clusters Score -2784306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2784377.500000 Penalty: 3356.887939
	Iteration 14Q: 3 clusters Score -2784378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2784422.500000 Penalty: 3356.887939
	Iteration 15Q: 3 clusters Score -2784422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2784448.750000 Penalty: 3356.887939
	Iteration 16Q: 3 clusters Score -2784449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2784475.500000 Penalty: 3356.887939
	Iteration 17Q: 3 clusters Score -2784476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2784484.750000 Penalty: 3356.887939
	Iteration 18Q: 3 clusters Score -2784485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2784491.750000 Penalty: 3356.887939
	Iteration 19Q: 3 clusters Score -2784492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2784491.500000 Penalty: 3356.887939
	Iteration 20F: 3 clusters Score -2784492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2784497.500000 Penalty: 3356.887939
	Iteration 21Q: 3 clusters Score -2784498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2784497.250000 Penalty: 3356.887939
	Iteration 22Q: 3 clusters Score -2784497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2784495.500000 Penalty: 3356.887939
	Iteration 23Q: 3 clusters Score -2784496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2784500.250000 Penalty: 3356.887939
	Iteration 24Q: 3 clusters Score -2784500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2784496.500000 Penalty: 3356.887939
	Iteration 25Q: 3 clusters Score -2784496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2784496.500000 Penalty: 3356.887939
	Iteration 26F: 3 clusters Score -2784496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -11028.324219 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -11028.32 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 140 members 
Entering Unmasked Estep 
Score: -10356.454102 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -10356.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10716.008789 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -10716.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10872.831055 Penalty: 1814.636230
	Iteration 2F: 3 clusters Score -10872.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10918.001953 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -10918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10921.982422 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -10921.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10923.388672 Penalty: 1814.636230
	Iteration 5Q: 3 clusters Score -10923.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10923.388672 Penalty: 1814.636230
	Iteration 6F: 3 clusters Score -10923.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -15734.983398 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -15734.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14989.431641 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -14989.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15133.477539 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -15133.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15176.778320 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -15176.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15208.748047 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -15208.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15258.279297 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -15258.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15295.295898 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -15295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15330.835938 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -15330.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15346.483398 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -15346.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15392.411133 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -15392.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15398.295898 Penalty: 1790.551270
	Iteration 9Q: 3 clusters Score -15398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15400.007812 Penalty: 1790.551270
	Iteration 10Q: 3 clusters Score -15400.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15405.266602 Penalty: 1790.551270
	Iteration 11Q: 3 clusters Score -15405.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15410.106445 Penalty: 1790.551270
	Iteration 12Q: 3 clusters Score -15410.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15412.649414 Penalty: 1790.551270
	Iteration 13Q: 3 clusters Score -15412.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15415.579102 Penalty: 1790.551270
	Iteration 14Q: 3 clusters Score -15415.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15417.530273 Penalty: 1790.551270
	Iteration 15F: 3 clusters Score -15417.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15431.736328 Penalty: 1790.551270
	Iteration 16Q: 3 clusters Score -15431.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15437.357422 Penalty: 1790.551270
	Iteration 17Q: 3 clusters Score -15437.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15445.889648 Penalty: 1790.551270
	Iteration 18Q: 3 clusters Score -15445.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15454.979492 Penalty: 1790.551270
	Iteration 19Q: 3 clusters Score -15454.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15454.979492 Penalty: 1790.551270
	Iteration 20F: 3 clusters Score -15454.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120408 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144770 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168951 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33692 members 
Mstep: Class 13 contains 12136 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8650 members 
Mstep: Class 18 contains 174089 members 
Mstep: Class 19 contains 30604 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455120.000000 Penalty: 46052.835938
Iteration 199Q: 22 clusters Score -6.645512e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120410 members 
Mstep: Class 6 contains 5098 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144737 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168967 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33687 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8655 members 
Mstep: Class 18 contains 174109 members 
Mstep: Class 19 contains 30602 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455112.000000 Penalty: 46052.835938
Iteration 200F: 22 clusters Score -6.645511e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120415 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144701 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 168987 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33689 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8660 members 
Mstep: Class 18 contains 174118 members 
Mstep: Class 19 contains 30603 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455092.000000 Penalty: 46052.835938
Iteration 201Q: 22 clusters Score -6.645509e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120420 members 
Mstep: Class 6 contains 5089 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144670 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169005 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33693 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8662 members 
Mstep: Class 18 contains 174132 members 
Mstep: Class 19 contains 30601 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455044.000000 Penalty: 46052.835938
Iteration 202Q: 22 clusters Score -6.645504e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120426 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144638 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169022 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33694 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 174146 members 
Mstep: Class 19 contains 30598 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454996.000000 Penalty: 46052.835938
Iteration 203Q: 22 clusters Score -6.6455e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120428 members 
Mstep: Class 6 contains 5077 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144615 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169044 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33695 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8665 members 
Mstep: Class 18 contains 174150 members 
Mstep: Class 19 contains 30595 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454952.000000 Penalty: 46052.835938
Iteration 204Q: 22 clusters Score -6.645495e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120429 members 
Mstep: Class 6 contains 5070 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144592 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169059 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33698 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8668 members 
Mstep: Class 18 contains 174160 members 
Mstep: Class 19 contains 30596 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454952.000000 Penalty: 46052.835938
Iteration 205Q: 22 clusters Score -6.645495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120430 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144580 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169078 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33698 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8673 members 
Mstep: Class 18 contains 174163 members 
Mstep: Class 19 contains 30595 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454948.000000 Penalty: 46052.835938
Iteration 206Q: 22 clusters Score -6.645495e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120433 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144568 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169085 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 174174 members 
Mstep: Class 19 contains 30596 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454924.000000 Penalty: 46052.835938
Iteration 207Q: 22 clusters Score -6.645492e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120437 members 
Mstep: Class 6 contains 5034 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144551 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169094 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33697 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 174188 members 
Mstep: Class 19 contains 30597 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454976.000000 Penalty: 46052.835938
Iteration 208Q: 22 clusters Score -6.645498e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120441 members 
Mstep: Class 6 contains 5026 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144535 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169113 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33697 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 174190 members 
Mstep: Class 19 contains 30594 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454956.000000 Penalty: 46052.835938
Iteration 209Q: 22 clusters Score -6.645496e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120443 members 
Mstep: Class 6 contains 5014 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144517 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169137 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33696 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 174192 members 
Mstep: Class 19 contains 30597 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454944.000000 Penalty: 46052.835938
Iteration 210Q: 22 clusters Score -6.645494e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120446 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144503 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169156 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33696 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 174196 members 
Mstep: Class 19 contains 30598 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454980.000000 Penalty: 46052.835938
Iteration 211Q: 22 clusters Score -6.645498e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9669 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120450 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144494 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169177 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33696 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 174190 members 
Mstep: Class 19 contains 30600 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454960.000000 Penalty: 46052.835938
Iteration 212Q: 22 clusters Score -6.645496e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120453 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144485 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169198 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33695 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 174184 members 
Mstep: Class 19 contains 30601 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454992.000000 Penalty: 46052.835938
Iteration 213Q: 22 clusters Score -6.645499e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120460 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144472 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169213 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33695 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 174174 members 
Mstep: Class 19 contains 30605 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455008.000000 Penalty: 46052.835938
Iteration 214Q: 22 clusters Score -6.645501e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120467 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144449 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169225 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33697 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 174176 members 
Mstep: Class 19 contains 30610 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454924.000000 Penalty: 46052.835938
Iteration 215Q: 22 clusters Score -6.645492e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120473 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144424 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169245 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33700 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 174175 members 
Mstep: Class 19 contains 30620 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454924.000000 Penalty: 46052.835938
Iteration 216Q: 22 clusters Score -6.645492e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120475 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144398 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169272 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33700 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 174182 members 
Mstep: Class 19 contains 30629 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454936.000000 Penalty: 46052.835938
Iteration 217Q: 22 clusters Score -6.645494e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120474 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144373 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169302 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33700 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 635 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 174188 members 
Mstep: Class 19 contains 30638 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454924.000000 Penalty: 46052.835938
Iteration 218Q: 22 clusters Score -6.645492e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120477 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144328 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169332 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33699 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174199 members 
Mstep: Class 19 contains 30649 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454916.000000 Penalty: 46052.835938
Iteration 219Q: 22 clusters Score -6.645492e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120485 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144280 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169359 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33698 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174209 members 
Mstep: Class 19 contains 30658 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454920.000000 Penalty: 46052.835938
Iteration 220F: 22 clusters Score -6.645492e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120491 members 
Mstep: Class 6 contains 4901 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144239 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169370 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33705 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174229 members 
Mstep: Class 19 contains 30663 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454952.000000 Penalty: 46052.835938
Iteration 221Q: 22 clusters Score -6.645495e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120498 members 
Mstep: Class 6 contains 4893 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144206 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169389 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33707 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174242 members 
Mstep: Class 19 contains 30663 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454944.000000 Penalty: 46052.835938
Iteration 222Q: 22 clusters Score -6.645494e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120508 members 
Mstep: Class 6 contains 4880 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144179 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169405 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33709 members 
Mstep: Class 13 contains 12136 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174251 members 
Mstep: Class 19 contains 30666 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454964.000000 Penalty: 46052.835938
Iteration 223Q: 22 clusters Score -6.645496e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120518 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144150 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169425 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33711 members 
Mstep: Class 13 contains 12135 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174254 members 
Mstep: Class 19 contains 30671 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455000.000000 Penalty: 46052.835938
Iteration 224Q: 22 clusters Score -6.6455e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120529 members 
Mstep: Class 6 contains 4865 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144123 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169439 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33715 members 
Mstep: Class 13 contains 12136 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174253 members 
Mstep: Class 19 contains 30673 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454968.000000 Penalty: 46052.835938
Iteration 225Q: 22 clusters Score -6.645497e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120537 members 
Mstep: Class 6 contains 4857 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144102 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169450 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33716 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174260 members 
Mstep: Class 19 contains 30674 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454936.000000 Penalty: 46052.835938
Iteration 226Q: 22 clusters Score -6.645494e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120541 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 144086 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169466 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33716 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174264 members 
Mstep: Class 19 contains 30674 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454920.000000 Penalty: 46052.835938
Iteration 227Q: 22 clusters Score -6.645492e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120546 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 144066 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169478 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33717 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174276 members 
Mstep: Class 19 contains 30675 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454896.000000 Penalty: 46052.835938
Iteration 228Q: 22 clusters Score -6.64549e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120551 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 144050 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169494 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33719 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174279 members 
Mstep: Class 19 contains 30676 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454876.000000 Penalty: 46052.835938
Iteration 229Q: 22 clusters Score -6.645488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120553 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 144041 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169501 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33719 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174280 members 
Mstep: Class 19 contains 30679 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454880.000000 Penalty: 46052.835938
Iteration 230Q: 22 clusters Score -6.645488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120556 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 144029 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169513 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174279 members 
Mstep: Class 19 contains 30680 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454848.000000 Penalty: 46052.835938
Iteration 231Q: 22 clusters Score -6.645485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120560 members 
Mstep: Class 6 contains 4812 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 144019 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169522 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33723 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174277 members 
Mstep: Class 19 contains 30682 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454868.000000 Penalty: 46052.835938
Iteration 232Q: 22 clusters Score -6.645487e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120562 members 
Mstep: Class 6 contains 4812 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143999 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169529 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33723 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174287 members 
Mstep: Class 19 contains 30683 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454872.000000 Penalty: 46052.835938
Iteration 233Q: 22 clusters Score -6.645487e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120568 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143989 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169532 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33722 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174286 members 
Mstep: Class 19 contains 30683 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454876.000000 Penalty: 46052.835938
Iteration 234Q: 22 clusters Score -6.645488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120574 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143979 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169534 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174289 members 
Mstep: Class 19 contains 30683 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454808.000000 Penalty: 46052.835938
Iteration 235Q: 22 clusters Score -6.645481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120576 members 
Mstep: Class 6 contains 4816 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143966 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169537 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174296 members 
Mstep: Class 19 contains 30683 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454820.000000 Penalty: 46052.835938
Iteration 236Q: 22 clusters Score -6.645482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120578 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143945 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169546 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174307 members 
Mstep: Class 19 contains 30683 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454804.000000 Penalty: 46052.835938
Iteration 237Q: 22 clusters Score -6.64548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120581 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143933 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169551 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174310 members 
Mstep: Class 19 contains 30684 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454856.000000 Penalty: 46052.835938
Iteration 238Q: 22 clusters Score -6.645486e+07 nChanged 12
Entering ConstructFrom: 
Score: -66454856.000000 Penalty: 46052.835938
Entering ConstructFrom: 
Trying to split cluster 1 (5263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Entering Unmasked Estep 
Score: -440481.750000 Penalty: 1392.374146
	Iteration 0F: 2 clusters Score -440481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -436362.437500 Penalty: 2784.748291
	Iteration 0F: 3 clusters Score -436362.4 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -437573.875000 Penalty: 2784.748291
	Iteration 1F: 3 clusters Score -437573.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -437769.156250 Penalty: 2784.748291
	Iteration 2F: 3 clusters Score -437769.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -437902.562500 Penalty: 2784.748291
	Iteration 3F: 3 clusters Score -437902.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -438035.781250 Penalty: 2784.748291
	Iteration 4Q: 3 clusters Score -438035.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -438192.281250 Penalty: 2784.748291
	Iteration 5Q: 3 clusters Score -438192.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -438355.656250 Penalty: 2784.748291
	Iteration 6Q: 3 clusters Score -438355.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -438501.781250 Penalty: 2784.748291
	Iteration 7Q: 3 clusters Score -438501.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -438648.093750 Penalty: 2784.748291
	Iteration 8Q: 3 clusters Score -438648.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -438812.218750 Penalty: 2784.748291
	Iteration 9Q: 3 clusters Score -438812.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -438974.781250 Penalty: 2784.748291
	Iteration 10Q: 3 clusters Score -438974.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -439115.718750 Penalty: 2784.748291
	Iteration 11Q: 3 clusters Score -439115.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -439243.000000 Penalty: 2784.748291
	Iteration 12Q: 3 clusters Score -439243 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -439341.750000 Penalty: 2784.748291
	Iteration 13Q: 3 clusters Score -439341.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -439425.968750 Penalty: 2784.748291
	Iteration 14Q: 3 clusters Score -439426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -439466.906250 Penalty: 2784.748291
	Iteration 15Q: 3 clusters Score -439466.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -439488.437500 Penalty: 2784.748291
	Iteration 16Q: 3 clusters Score -439488.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -439508.781250 Penalty: 2784.748291
	Iteration 17Q: 3 clusters Score -439508.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -439524.562500 Penalty: 2784.748291
	Iteration 18Q: 3 clusters Score -439524.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -439531.250000 Penalty: 2784.748291
	Iteration 19Q: 3 clusters Score -439531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -439536.875000 Penalty: 2784.748291
	Iteration 20F: 3 clusters Score -439536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -439539.906250 Penalty: 2784.748291
	Iteration 21Q: 3 clusters Score -439539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -439544.937500 Penalty: 2784.748291
	Iteration 22Q: 3 clusters Score -439544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -439551.250000 Penalty: 2784.748291
	Iteration 23Q: 3 clusters Score -439551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -439556.156250 Penalty: 2784.748291
	Iteration 24Q: 3 clusters Score -439556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -439558.593750 Penalty: 2784.748291
	Iteration 25Q: 3 clusters Score -439558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -439561.250000 Penalty: 2784.748291
	Iteration 26Q: 3 clusters Score -439561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -439567.250000 Penalty: 2784.748291
	Iteration 27Q: 3 clusters Score -439567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -439568.656250 Penalty: 2784.748291
	Iteration 28Q: 3 clusters Score -439568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -439569.500000 Penalty: 2784.748291
	Iteration 29Q: 3 clusters Score -439569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -439570.125000 Penalty: 2784.748291
	Iteration 30Q: 3 clusters Score -439570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -439572.218750 Penalty: 2784.748291
	Iteration 31Q: 3 clusters Score -439572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -439572.625000 Penalty: 2784.748291
	Iteration 32Q: 3 clusters Score -439572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -439573.406250 Penalty: 2784.748291
	Iteration 33Q: 3 clusters Score -439573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -439573.406250 Penalty: 2784.748291
	Iteration 34F: 3 clusters Score -439573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Entering Unmasked Estep 
Score: -902377.375000 Penalty: 1491.193726
	Iteration 0F: 2 clusters Score -902377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -895487.062500 Penalty: 2982.387451
	Iteration 0F: 3 clusters Score -895487.1 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -897766.125000 Penalty: 2982.387451
	Iteration 1F: 3 clusters Score -897766.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -897995.187500 Penalty: 2982.387451
	Iteration 2F: 3 clusters Score -897995.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -898208.687500 Penalty: 2982.387451
	Iteration 3F: 3 clusters Score -898208.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -898389.500000 Penalty: 2982.387451
	Iteration 4Q: 3 clusters Score -898389.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -898540.750000 Penalty: 2982.387451
	Iteration 5Q: 3 clusters Score -898540.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -898696.812500 Penalty: 2982.387451
	Iteration 6Q: 3 clusters Score -898696.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -898869.500000 Penalty: 2982.387451
	Iteration 7Q: 3 clusters Score -898869.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -899080.000000 Penalty: 2982.387451
	Iteration 8Q: 3 clusters Score -899080 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -899350.875000 Penalty: 2982.387451
	Iteration 9Q: 3 clusters Score -899350.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -899646.125000 Penalty: 2982.387451
	Iteration 10Q: 3 clusters Score -899646.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -899933.000000 Penalty: 2982.387451
	Iteration 11Q: 3 clusters Score -899933 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -900145.937500 Penalty: 2982.387451
	Iteration 12Q: 3 clusters Score -900145.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -900282.312500 Penalty: 2982.387451
	Iteration 13Q: 3 clusters Score -900282.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -900378.812500 Penalty: 2982.387451
	Iteration 14Q: 3 clusters Score -900378.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -900456.625000 Penalty: 2982.387451
	Iteration 15Q: 3 clusters Score -900456.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -900528.375000 Penalty: 2982.387451
	Iteration 16Q: 3 clusters Score -900528.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -900588.125000 Penalty: 2982.387451
	Iteration 17Q: 3 clusters Score -900588.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -900634.812500 Penalty: 2982.387451
	Iteration 18Q: 3 clusters Score -900634.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -900675.312500 Penalty: 2982.387451
	Iteration 19Q: 3 clusters Score -900675.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -900705.875000 Penalty: 2982.387451
	Iteration 20F: 3 clusters Score -900705.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -900734.000000 Penalty: 2982.387451
	Iteration 21Q: 3 clusters Score -900734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -900756.687500 Penalty: 2982.387451
	Iteration 22Q: 3 clusters Score -900756.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -900772.125000 Penalty: 2982.387451
	Iteration 23Q: 3 clusters Score -900772.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -900787.250000 Penalty: 2982.387451
	Iteration 24Q: 3 clusters Score -900787.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -900801.062500 Penalty: 2982.387451
	Iteration 25Q: 3 clusters Score -900801.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -900812.750000 Penalty: 2982.387451
	Iteration 26Q: 3 clusters Score -900812.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -900821.187500 Penalty: 2982.387451
	Iteration 27Q: 3 clusters Score -900821.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -900827.125000 Penalty: 2982.387451
	Iteration 28Q: 3 clusters Score -900827.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -900829.500000 Penalty: 2982.387451
	Iteration 29Q: 3 clusters Score -900829.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -900835.687500 Penalty: 2982.387451
	Iteration 30Q: 3 clusters Score -900835.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -900840.062500 Penalty: 2982.387451
	Iteration 31Q: 3 clusters Score -900840.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -900841.437500 Penalty: 2982.387451
	Iteration 32Q: 3 clusters Score -900841.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -900846.125000 Penalty: 2982.387451
	Iteration 33Q: 3 clusters Score -900846.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -900848.687500 Penalty: 2982.387451
	Iteration 34Q: 3 clusters Score -900848.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -900851.062500 Penalty: 2982.387451
	Iteration 35Q: 3 clusters Score -900851.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -900853.250000 Penalty: 2982.387451
	Iteration 36Q: 3 clusters Score -900853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -900855.625000 Penalty: 2982.387451
	Iteration 37Q: 3 clusters Score -900855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -900857.937500 Penalty: 2982.387451
	Iteration 38Q: 3 clusters Score -900857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -900860.500000 Penalty: 2982.387451
	Iteration 39Q: 3 clusters Score -900860.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -900858.187500 Penalty: 2982.387451
	Iteration 40F: 3 clusters Score -900858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -900859.437500 Penalty: 2982.387451
	Iteration 41Q: 3 clusters Score -900859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -900859.625000 Penalty: 2982.387451
	Iteration 42Q: 3 clusters Score -900859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -900858.625000 Penalty: 2982.387451
	Iteration 43Q: 3 clusters Score -900858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -900858.625000 Penalty: 2982.387451
	Iteration 44F: 3 clusters Score -900858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -30828.222656 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -30828.22 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 209 members 
Entering Unmasked Estep 
Score: -29920.501953 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -29920.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30057.972656 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -30057.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30105.031250 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -30105.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30119.115234 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -30119.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30134.250000 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -30134.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30142.921875 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -30142.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30153.332031 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -30153.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30154.189453 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -30154.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30154.189453 Penalty: 1952.864380
	Iteration 8F: 3 clusters Score -30154.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -44982.199219 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -44982.2 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 301 members 
Entering Unmasked Estep 
Score: -43840.929688 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -43840.93 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44259.867188 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -44259.87 nChanged 74
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: -44510.992188 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -44510.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44656.792969 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -44656.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44761.035156 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -44761.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44840.226562 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -44840.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44912.750000 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -44912.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44969.792969 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -44969.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45007.023438 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -45007.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45041.863281 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -45041.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45075.179688 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -45075.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45097.011719 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -45097.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45111.703125 Penalty: 2110.469971
	Iteration 12Q: 3 clusters Score -45111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -45120.589844 Penalty: 2110.469971
	Iteration 13Q: 3 clusters Score -45120.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45121.734375 Penalty: 2110.469971
	Iteration 14Q: 3 clusters Score -45121.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45121.734375 Penalty: 2110.469971
	Iteration 15F: 3 clusters Score -45121.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 316 members 
Mstep: Class 5 contains 120585 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143929 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169553 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174308 members 
Mstep: Class 19 contains 30684 members 
Mstep: Class 20 contains 345 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
Score: -66453828.000000 Penalty: 48245.828125
Splitting cluster 4 changes total score from -66454856.000000 to -66453828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (120585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Entering Unmasked Estep 
Score: -11340636.000000 Penalty: 1901.267944
	Iteration 0F: 2 clusters Score -1.134064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -11260329.000000 Penalty: 3802.535889
	Iteration 0F: 3 clusters Score -1.126033e+07 nChanged 57944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -11294542.000000 Penalty: 3802.535889
	Iteration 1F: 3 clusters Score -1.129454e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -11295323.000000 Penalty: 3802.535889
	Iteration 2Q: 3 clusters Score -1.129532e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -11296435.000000 Penalty: 3802.535889
	Iteration 3Q: 3 clusters Score -1.129644e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -11298096.000000 Penalty: 3802.535889
	Iteration 4Q: 3 clusters Score -1.12981e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -11300460.000000 Penalty: 3802.535889
	Iteration 5Q: 3 clusters Score -1.130046e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -11303885.000000 Penalty: 3802.535889
	Iteration 6Q: 3 clusters Score -1.130388e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -11308551.000000 Penalty: 3802.535889
	Iteration 7F: 3 clusters Score -1.130855e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -11313856.000000 Penalty: 3802.535889
	Iteration 8F: 3 clusters Score -1.131386e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -11318814.000000 Penalty: 3802.535889
	Iteration 9F: 3 clusters Score -1.131881e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -11322881.000000 Penalty: 3802.535889
	Iteration 10Q: 3 clusters Score -1.132288e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -11325622.000000 Penalty: 3802.535889
	Iteration 11Q: 3 clusters Score -1.132562e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -11327435.000000 Penalty: 3802.535889
	Iteration 12Q: 3 clusters Score -1.132744e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -11328758.000000 Penalty: 3802.535889
	Iteration 13Q: 3 clusters Score -1.132876e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -11329966.000000 Penalty: 3802.535889
	Iteration 14Q: 3 clusters Score -1.132997e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -11331062.000000 Penalty: 3802.535889
	Iteration 15Q: 3 clusters Score -1.133106e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -11332070.000000 Penalty: 3802.535889
	Iteration 16Q: 3 clusters Score -1.133207e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -11333157.000000 Penalty: 3802.535889
	Iteration 17Q: 3 clusters Score -1.133316e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 112060 members 
Entering Unmasked Estep 
Score: -11334266.000000 Penalty: 3802.535889
	Iteration 18Q: 3 clusters Score -1.133427e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 113864 members 
Entering Unmasked Estep 
Score: -11335277.000000 Penalty: 3802.535889
	Iteration 19Q: 3 clusters Score -1.133528e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -11336221.000000 Penalty: 3802.535889
	Iteration 20F: 3 clusters Score -1.133622e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 116795 members 
Entering Unmasked Estep 
Score: -11337015.000000 Penalty: 3802.535889
	Iteration 21Q: 3 clusters Score -1.133702e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 117806 members 
Entering Unmasked Estep 
Score: -11337581.000000 Penalty: 3802.535889
	Iteration 22Q: 3 clusters Score -1.133758e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -11338052.000000 Penalty: 3802.535889
	Iteration 23Q: 3 clusters Score -1.133805e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -11338381.000000 Penalty: 3802.535889
	Iteration 24Q: 3 clusters Score -1.133838e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -11338556.000000 Penalty: 3802.535889
	Iteration 25Q: 3 clusters Score -1.133856e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 119602 members 
Entering Unmasked Estep 
Score: -11338688.000000 Penalty: 3802.535889
	Iteration 26Q: 3 clusters Score -1.133869e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -11338797.000000 Penalty: 3802.535889
	Iteration 27Q: 3 clusters Score -1.13388e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 119871 members 
Entering Unmasked Estep 
Score: -11338867.000000 Penalty: 3802.535889
	Iteration 28Q: 3 clusters Score -1.133887e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 119936 members 
Entering Unmasked Estep 
Score: -11338921.000000 Penalty: 3802.535889
	Iteration 29Q: 3 clusters Score -1.133892e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -11338946.000000 Penalty: 3802.535889
	Iteration 30Q: 3 clusters Score -1.133895e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 120024 members 
Entering Unmasked Estep 
Score: -11338970.000000 Penalty: 3802.535889
	Iteration 31Q: 3 clusters Score -1.133897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 120055 members 
Entering Unmasked Estep 
Score: -11338996.000000 Penalty: 3802.535889
	Iteration 32Q: 3 clusters Score -1.1339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 120078 members 
Entering Unmasked Estep 
Score: -11339017.000000 Penalty: 3802.535889
	Iteration 33Q: 3 clusters Score -1.133902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -11339030.000000 Penalty: 3802.535889
	Iteration 34Q: 3 clusters Score -1.133903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 120101 members 
Entering Unmasked Estep 
Score: -11339029.000000 Penalty: 3802.535889
	Iteration 35Q: 3 clusters Score -1.133903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -11339039.000000 Penalty: 3802.535889
	Iteration 36Q: 3 clusters Score -1.133904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -11339046.000000 Penalty: 3802.535889
	Iteration 37Q: 3 clusters Score -1.133905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -11339045.000000 Penalty: 3802.535889
	Iteration 38Q: 3 clusters Score -1.133904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
Score: -11339045.000000 Penalty: 3802.535889
	Iteration 39Q: 3 clusters Score -1.133904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -11339045.000000 Penalty: 3802.535889
	Iteration 40F: 3 clusters Score -1.133904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -11339049.000000 Penalty: 3802.535889
	Iteration 41Q: 3 clusters Score -1.133905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -11339055.000000 Penalty: 3802.535889
	Iteration 42Q: 3 clusters Score -1.133906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 120119 members 
Entering Unmasked Estep 
Score: -11339051.000000 Penalty: 3802.535889
	Iteration 43Q: 3 clusters Score -1.133905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -11339055.000000 Penalty: 3802.535889
	Iteration 44Q: 3 clusters Score -1.133906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -11339055.000000 Penalty: 3802.535889
	Iteration 45F: 3 clusters Score -1.133906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -476112.062500 Penalty: 1377.917358
	Iteration 0F: 2 clusters Score -476112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -472266.187500 Penalty: 2755.834717
	Iteration 0F: 3 clusters Score -472266.2 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -473257.375000 Penalty: 2755.834717
	Iteration 1F: 3 clusters Score -473257.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -473422.531250 Penalty: 2755.834717
	Iteration 2F: 3 clusters Score -473422.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -473516.281250 Penalty: 2755.834717
	Iteration 3Q: 3 clusters Score -473516.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -473587.187500 Penalty: 2755.834717
	Iteration 4Q: 3 clusters Score -473587.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -473627.937500 Penalty: 2755.834717
	Iteration 5Q: 3 clusters Score -473627.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -473659.562500 Penalty: 2755.834717
	Iteration 6Q: 3 clusters Score -473659.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -473690.656250 Penalty: 2755.834717
	Iteration 7Q: 3 clusters Score -473690.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -473713.281250 Penalty: 2755.834717
	Iteration 8Q: 3 clusters Score -473713.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -473734.406250 Penalty: 2755.834717
	Iteration 9Q: 3 clusters Score -473734.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -473751.875000 Penalty: 2755.834717
	Iteration 10Q: 3 clusters Score -473751.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -473773.687500 Penalty: 2755.834717
	Iteration 11Q: 3 clusters Score -473773.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -473795.218750 Penalty: 2755.834717
	Iteration 12Q: 3 clusters Score -473795.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -473812.937500 Penalty: 2755.834717
	Iteration 13Q: 3 clusters Score -473812.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -473824.937500 Penalty: 2755.834717
	Iteration 14Q: 3 clusters Score -473824.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -473842.562500 Penalty: 2755.834717
	Iteration 15Q: 3 clusters Score -473842.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -473861.531250 Penalty: 2755.834717
	Iteration 16Q: 3 clusters Score -473861.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -473886.593750 Penalty: 2755.834717
	Iteration 17Q: 3 clusters Score -473886.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -473911.093750 Penalty: 2755.834717
	Iteration 18Q: 3 clusters Score -473911.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -473936.343750 Penalty: 2755.834717
	Iteration 19Q: 3 clusters Score -473936.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -473965.343750 Penalty: 2755.834717
	Iteration 20F: 3 clusters Score -473965.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -474007.625000 Penalty: 2755.834717
	Iteration 21Q: 3 clusters Score -474007.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -474066.843750 Penalty: 2755.834717
	Iteration 22Q: 3 clusters Score -474066.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -474149.031250 Penalty: 2755.834717
	Iteration 23Q: 3 clusters Score -474149 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -474223.125000 Penalty: 2755.834717
	Iteration 24Q: 3 clusters Score -474223.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -474298.375000 Penalty: 2755.834717
	Iteration 25Q: 3 clusters Score -474298.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -474363.375000 Penalty: 2755.834717
	Iteration 26Q: 3 clusters Score -474363.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -474429.093750 Penalty: 2755.834717
	Iteration 27Q: 3 clusters Score -474429.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -474501.531250 Penalty: 2755.834717
	Iteration 28Q: 3 clusters Score -474501.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -474568.687500 Penalty: 2755.834717
	Iteration 29Q: 3 clusters Score -474568.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -474625.625000 Penalty: 2755.834717
	Iteration 30Q: 3 clusters Score -474625.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -474677.906250 Penalty: 2755.834717
	Iteration 31Q: 3 clusters Score -474677.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -474720.718750 Penalty: 2755.834717
	Iteration 32Q: 3 clusters Score -474720.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -474756.406250 Penalty: 2755.834717
	Iteration 33Q: 3 clusters Score -474756.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -474782.750000 Penalty: 2755.834717
	Iteration 34Q: 3 clusters Score -474782.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -474804.906250 Penalty: 2755.834717
	Iteration 35Q: 3 clusters Score -474804.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -474817.312500 Penalty: 2755.834717
	Iteration 36Q: 3 clusters Score -474817.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -474827.156250 Penalty: 2755.834717
	Iteration 37Q: 3 clusters Score -474827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -474837.437500 Penalty: 2755.834717
	Iteration 38Q: 3 clusters Score -474837.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -474848.250000 Penalty: 2755.834717
	Iteration 39Q: 3 clusters Score -474848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -474858.468750 Penalty: 2755.834717
	Iteration 40F: 3 clusters Score -474858.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -474864.125000 Penalty: 2755.834717
	Iteration 41Q: 3 clusters Score -474864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -474870.812500 Penalty: 2755.834717
	Iteration 42Q: 3 clusters Score -474870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -474873.531250 Penalty: 2755.834717
	Iteration 43Q: 3 clusters Score -474873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -474878.125000 Penalty: 2755.834717
	Iteration 44Q: 3 clusters Score -474878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -474885.187500 Penalty: 2755.834717
	Iteration 45Q: 3 clusters Score -474885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -474889.750000 Penalty: 2755.834717
	Iteration 46Q: 3 clusters Score -474889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -474894.218750 Penalty: 2755.834717
	Iteration 47Q: 3 clusters Score -474894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -474897.937500 Penalty: 2755.834717
	Iteration 48Q: 3 clusters Score -474897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -474906.656250 Penalty: 2755.834717
	Iteration 49Q: 3 clusters Score -474906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -474911.593750 Penalty: 2755.834717
	Iteration 50Q: 3 clusters Score -474911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -474913.750000 Penalty: 2755.834717
	Iteration 51Q: 3 clusters Score -474913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -474913.750000 Penalty: 2755.834717
	Iteration 52F: 3 clusters Score -474913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -86538.804688 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -86538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85112.812500 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -85112.81 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85430.039062 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -85430.04 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85658.570312 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -85658.57 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -85904.375000 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -85904.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -86032.640625 Penalty: 2259.636963
	Iteration 4F: 3 clusters Score -86032.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -86101.945312 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -86101.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -86139.578125 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -86139.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -86161.062500 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -86161.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -86171.851562 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -86171.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -86176.960938 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -86176.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86177.359375 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -86177.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -86179.187500 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -86179.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -86179.664062 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -86179.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -86180.570312 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -86180.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -86181.703125 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -86181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -86183.492188 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -86183.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -86186.875000 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -86186.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -86192.968750 Penalty: 2259.636963
	Iteration 17Q: 3 clusters Score -86192.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -86195.726562 Penalty: 2259.636963
	Iteration 18Q: 3 clusters Score -86195.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -86197.929688 Penalty: 2259.636963
	Iteration 19Q: 3 clusters Score -86197.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -86200.070312 Penalty: 2259.636963
	Iteration 20F: 3 clusters Score -86200.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143929 members 
Entering Unmasked Estep 
Score: -13494558.000000 Penalty: 1930.024658
	Iteration 0F: 2 clusters Score -1.349456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -13398552.000000 Penalty: 3860.049316
	Iteration 0F: 3 clusters Score -1.339855e+07 nChanged 69118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -13439621.000000 Penalty: 3860.049316
	Iteration 1F: 3 clusters Score -1.343962e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -13440867.000000 Penalty: 3860.049316
	Iteration 2Q: 3 clusters Score -1.344087e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -13442383.000000 Penalty: 3860.049316
	Iteration 3Q: 3 clusters Score -1.344238e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -13444342.000000 Penalty: 3860.049316
	Iteration 4Q: 3 clusters Score -1.344434e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -13446951.000000 Penalty: 3860.049316
	Iteration 5Q: 3 clusters Score -1.344695e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -13450591.000000 Penalty: 3860.049316
	Iteration 6F: 3 clusters Score -1.345059e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -13455481.000000 Penalty: 3860.049316
	Iteration 7F: 3 clusters Score -1.345548e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -13461743.000000 Penalty: 3860.049316
	Iteration 8F: 3 clusters Score -1.346174e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -13467912.000000 Penalty: 3860.049316
	Iteration 9F: 3 clusters Score -1.346791e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -13471772.000000 Penalty: 3860.049316
	Iteration 10F: 3 clusters Score -1.347177e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -13473446.000000 Penalty: 3860.049316
	Iteration 11Q: 3 clusters Score -1.347345e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 85231 members 
Entering Unmasked Estep 
Score: -13474296.000000 Penalty: 3860.049316
	Iteration 12Q: 3 clusters Score -1.34743e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -13474946.000000 Penalty: 3860.049316
	Iteration 13Q: 3 clusters Score -1.347495e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -13475561.000000 Penalty: 3860.049316
	Iteration 14Q: 3 clusters Score -1.347556e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -13476308.000000 Penalty: 3860.049316
	Iteration 15Q: 3 clusters Score -1.347631e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -13477003.000000 Penalty: 3860.049316
	Iteration 16Q: 3 clusters Score -1.3477e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -13477889.000000 Penalty: 3860.049316
	Iteration 17Q: 3 clusters Score -1.347789e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -13478682.000000 Penalty: 3860.049316
	Iteration 18Q: 3 clusters Score -1.347868e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -13479340.000000 Penalty: 3860.049316
	Iteration 19Q: 3 clusters Score -1.347934e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -13479911.000000 Penalty: 3860.049316
	Iteration 20F: 3 clusters Score -1.347991e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -13480435.000000 Penalty: 3860.049316
	Iteration 21Q: 3 clusters Score -1.348044e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -13480832.000000 Penalty: 3860.049316
	Iteration 22Q: 3 clusters Score -1.348083e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -13481234.000000 Penalty: 3860.049316
	Iteration 23Q: 3 clusters Score -1.348123e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -13481563.000000 Penalty: 3860.049316
	Iteration 24Q: 3 clusters Score -1.348156e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -13481819.000000 Penalty: 3860.049316
	Iteration 25Q: 3 clusters Score -1.348182e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -13482008.000000 Penalty: 3860.049316
	Iteration 26Q: 3 clusters Score -1.348201e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -13482289.000000 Penalty: 3860.049316
	Iteration 27Q: 3 clusters Score -1.348229e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 104666 members 
Entering Unmasked Estep 
Score: -13482522.000000 Penalty: 3860.049316
	Iteration 28Q: 3 clusters Score -1.348252e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -13482713.000000 Penalty: 3860.049316
	Iteration 29Q: 3 clusters Score -1.348271e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 106350 members 
Entering Unmasked Estep 
Score: -13482879.000000 Penalty: 3860.049316
	Iteration 30Q: 3 clusters Score -1.348288e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -13483005.000000 Penalty: 3860.049316
	Iteration 31Q: 3 clusters Score -1.3483e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -13483173.000000 Penalty: 3860.049316
	Iteration 32Q: 3 clusters Score -1.348317e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 108694 members 
Entering Unmasked Estep 
Score: -13483344.000000 Penalty: 3860.049316
	Iteration 33Q: 3 clusters Score -1.348334e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 109395 members 
Entering Unmasked Estep 
Score: -13483474.000000 Penalty: 3860.049316
	Iteration 34Q: 3 clusters Score -1.348347e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -13483616.000000 Penalty: 3860.049316
	Iteration 35Q: 3 clusters Score -1.348362e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -13483715.000000 Penalty: 3860.049316
	Iteration 36Q: 3 clusters Score -1.348372e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 111551 members 
Entering Unmasked Estep 
Score: -13483863.000000 Penalty: 3860.049316
	Iteration 37Q: 3 clusters Score -1.348386e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -13484001.000000 Penalty: 3860.049316
	Iteration 38Q: 3 clusters Score -1.3484e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -13484121.000000 Penalty: 3860.049316
	Iteration 39Q: 3 clusters Score -1.348412e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 113938 members 
Entering Unmasked Estep 
Score: -13484365.000000 Penalty: 3860.049316
	Iteration 40F: 3 clusters Score -1.348436e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 114757 members 
Entering Unmasked Estep 
Score: -13484577.000000 Penalty: 3860.049316
	Iteration 41Q: 3 clusters Score -1.348458e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 115535 members 
Entering Unmasked Estep 
Score: -13484747.000000 Penalty: 3860.049316
	Iteration 42Q: 3 clusters Score -1.348475e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -13484953.000000 Penalty: 3860.049316
	Iteration 43Q: 3 clusters Score -1.348495e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 117098 members 
Entering Unmasked Estep 
Score: -13485137.000000 Penalty: 3860.049316
	Iteration 44Q: 3 clusters Score -1.348514e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -13485306.000000 Penalty: 3860.049316
	Iteration 45Q: 3 clusters Score -1.348531e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -13485453.000000 Penalty: 3860.049316
	Iteration 46Q: 3 clusters Score -1.348545e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -13485605.000000 Penalty: 3860.049316
	Iteration 47Q: 3 clusters Score -1.34856e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 120016 members 
Entering Unmasked Estep 
Score: -13485738.000000 Penalty: 3860.049316
	Iteration 48Q: 3 clusters Score -1.348574e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -13485970.000000 Penalty: 3860.049316
	Iteration 49Q: 3 clusters Score -1.348597e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 121443 members 
Entering Unmasked Estep 
Score: -13486153.000000 Penalty: 3860.049316
	Iteration 50Q: 3 clusters Score -1.348615e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -13486323.000000 Penalty: 3860.049316
	Iteration 51Q: 3 clusters Score -1.348632e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 122977 members 
Entering Unmasked Estep 
Score: -13486558.000000 Penalty: 3860.049316
	Iteration 52Q: 3 clusters Score -1.348656e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 123740 members 
Entering Unmasked Estep 
Score: -13486787.000000 Penalty: 3860.049316
	Iteration 53Q: 3 clusters Score -1.348679e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 124477 members 
Entering Unmasked Estep 
Score: -13486967.000000 Penalty: 3860.049316
	Iteration 54Q: 3 clusters Score -1.348697e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 125271 members 
Entering Unmasked Estep 
Score: -13487247.000000 Penalty: 3860.049316
	Iteration 55Q: 3 clusters Score -1.348725e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -13487534.000000 Penalty: 3860.049316
	Iteration 56Q: 3 clusters Score -1.348753e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 126819 members 
Entering Unmasked Estep 
Score: -13487792.000000 Penalty: 3860.049316
	Iteration 57Q: 3 clusters Score -1.348779e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -13487988.000000 Penalty: 3860.049316
	Iteration 58Q: 3 clusters Score -1.348799e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 128470 members 
Entering Unmasked Estep 
Score: -13488249.000000 Penalty: 3860.049316
	Iteration 59Q: 3 clusters Score -1.348825e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 129295 members 
Entering Unmasked Estep 
Score: -13488512.000000 Penalty: 3860.049316
	Iteration 60F: 3 clusters Score -1.348851e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 130123 members 
Entering Unmasked Estep 
Score: -13488740.000000 Penalty: 3860.049316
	Iteration 61Q: 3 clusters Score -1.348874e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -13489046.000000 Penalty: 3860.049316
	Iteration 62Q: 3 clusters Score -1.348905e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 131760 members 
Entering Unmasked Estep 
Score: -13489363.000000 Penalty: 3860.049316
	Iteration 63Q: 3 clusters Score -1.348936e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
Score: -13489633.000000 Penalty: 3860.049316
	Iteration 64Q: 3 clusters Score -1.348963e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 133193 members 
Entering Unmasked Estep 
Score: -13489872.000000 Penalty: 3860.049316
	Iteration 65Q: 3 clusters Score -1.348987e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 133861 members 
Entering Unmasked Estep 
Score: -13490160.000000 Penalty: 3860.049316
	Iteration 66Q: 3 clusters Score -1.349016e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 134557 members 
Entering Unmasked Estep 
Score: -13490401.000000 Penalty: 3860.049316
	Iteration 67Q: 3 clusters Score -1.34904e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 135229 members 
Entering Unmasked Estep 
Score: -13490642.000000 Penalty: 3860.049316
	Iteration 68Q: 3 clusters Score -1.349064e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 135853 members 
Entering Unmasked Estep 
Score: -13490905.000000 Penalty: 3860.049316
	Iteration 69Q: 3 clusters Score -1.34909e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -13491147.000000 Penalty: 3860.049316
	Iteration 70Q: 3 clusters Score -1.349115e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 137044 members 
Entering Unmasked Estep 
Score: -13491376.000000 Penalty: 3860.049316
	Iteration 71Q: 3 clusters Score -1.349138e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 137605 members 
Entering Unmasked Estep 
Score: -13491599.000000 Penalty: 3860.049316
	Iteration 72Q: 3 clusters Score -1.34916e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 138113 members 
Entering Unmasked Estep 
Score: -13491835.000000 Penalty: 3860.049316
	Iteration 73Q: 3 clusters Score -1.349184e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 138569 members 
Entering Unmasked Estep 
Score: -13491976.000000 Penalty: 3860.049316
	Iteration 74Q: 3 clusters Score -1.349198e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 138973 members 
Entering Unmasked Estep 
Score: -13492146.000000 Penalty: 3860.049316
	Iteration 75Q: 3 clusters Score -1.349215e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 139344 members 
Entering Unmasked Estep 
Score: -13492250.000000 Penalty: 3860.049316
	Iteration 76Q: 3 clusters Score -1.349225e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -13492435.000000 Penalty: 3860.049316
	Iteration 77Q: 3 clusters Score -1.349244e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -13492575.000000 Penalty: 3860.049316
	Iteration 78Q: 3 clusters Score -1.349258e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 140235 members 
Entering Unmasked Estep 
Score: -13492639.000000 Penalty: 3860.049316
	Iteration 79Q: 3 clusters Score -1.349264e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -13492760.000000 Penalty: 3860.049316
	Iteration 80F: 3 clusters Score -1.349276e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -13492823.000000 Penalty: 3860.049316
	Iteration 81Q: 3 clusters Score -1.349282e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 140920 members 
Entering Unmasked Estep 
Score: -13492894.000000 Penalty: 3860.049316
	Iteration 82Q: 3 clusters Score -1.349289e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -13492975.000000 Penalty: 3860.049316
	Iteration 83Q: 3 clusters Score -1.349298e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 141262 members 
Entering Unmasked Estep 
Score: -13493024.000000 Penalty: 3860.049316
	Iteration 84Q: 3 clusters Score -1.349302e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -13493084.000000 Penalty: 3860.049316
	Iteration 85Q: 3 clusters Score -1.349308e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -13493122.000000 Penalty: 3860.049316
	Iteration 86Q: 3 clusters Score -1.349312e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -13493132.000000 Penalty: 3860.049316
	Iteration 87Q: 3 clusters Score -1.349313e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -13493173.000000 Penalty: 3860.049316
	Iteration 88Q: 3 clusters Score -1.349317e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 141797 members 
Entering Unmasked Estep 
Score: -13493228.000000 Penalty: 3860.049316
	Iteration 89Q: 3 clusters Score -1.349323e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 141860 members 
Entering Unmasked Estep 
Score: -13493257.000000 Penalty: 3860.049316
	Iteration 90Q: 3 clusters Score -1.349326e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -13493282.000000 Penalty: 3860.049316
	Iteration 91Q: 3 clusters Score -1.349328e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 141980 members 
Entering Unmasked Estep 
Score: -13493294.000000 Penalty: 3860.049316
	Iteration 92Q: 3 clusters Score -1.349329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 142029 members 
Entering Unmasked Estep 
Score: -13493319.000000 Penalty: 3860.049316
	Iteration 93Q: 3 clusters Score -1.349332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 142070 members 
Entering Unmasked Estep 
Score: -13493344.000000 Penalty: 3860.049316
	Iteration 94Q: 3 clusters Score -1.349334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 142101 members 
Entering Unmasked Estep 
Score: -13493371.000000 Penalty: 3860.049316
	Iteration 95Q: 3 clusters Score -1.349337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -13493385.000000 Penalty: 3860.049316
	Iteration 96Q: 3 clusters Score -1.349338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -13493386.000000 Penalty: 3860.049316
	Iteration 97Q: 3 clusters Score -1.349339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 142187 members 
Entering Unmasked Estep 
Score: -13493411.000000 Penalty: 3860.049316
	Iteration 98Q: 3 clusters Score -1.349341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 142211 members 
Entering Unmasked Estep 
Score: -13493426.000000 Penalty: 3860.049316
	Iteration 99Q: 3 clusters Score -1.349343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 142232 members 
Entering Unmasked Estep 
Score: -13493449.000000 Penalty: 3860.049316
	Iteration 100F: 3 clusters Score -1.349345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 142248 members 
Entering Unmasked Estep 
Score: -13493450.000000 Penalty: 3860.049316
	Iteration 101Q: 3 clusters Score -1.349345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 142264 members 
Entering Unmasked Estep 
Score: -13493436.000000 Penalty: 3860.049316
	Iteration 102Q: 3 clusters Score -1.349344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 142276 members 
Entering Unmasked Estep 
Score: -13493447.000000 Penalty: 3860.049316
	Iteration 103Q: 3 clusters Score -1.349345e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 142296 members 
Entering Unmasked Estep 
Score: -13493458.000000 Penalty: 3860.049316
	Iteration 104Q: 3 clusters Score -1.349346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 142314 members 
Entering Unmasked Estep 
Score: -13493456.000000 Penalty: 3860.049316
	Iteration 105Q: 3 clusters Score -1.349346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 142326 members 
Entering Unmasked Estep 
Score: -13493475.000000 Penalty: 3860.049316
	Iteration 106Q: 3 clusters Score -1.349348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 142337 members 
Entering Unmasked Estep 
Score: -13493484.000000 Penalty: 3860.049316
	Iteration 107Q: 3 clusters Score -1.349348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 142348 members 
Entering Unmasked Estep 
Score: -13493476.000000 Penalty: 3860.049316
	Iteration 108Q: 3 clusters Score -1.349348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 142355 members 
Entering Unmasked Estep 
Score: -13493487.000000 Penalty: 3860.049316
	Iteration 109Q: 3 clusters Score -1.349349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 142360 members 
Entering Unmasked Estep 
Score: -13493489.000000 Penalty: 3860.049316
	Iteration 110Q: 3 clusters Score -1.349349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -13493487.000000 Penalty: 3860.049316
	Iteration 111Q: 3 clusters Score -1.349349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -13493481.000000 Penalty: 3860.049316
	Iteration 112Q: 3 clusters Score -1.349348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -13493481.000000 Penalty: 3860.049316
	Iteration 113F: 3 clusters Score -1.349348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -16270.172852 Penalty: 923.028015
	Iteration 0F: 2 clusters Score -16270.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15482.562500 Penalty: 1846.056030
	Iteration 0F: 3 clusters Score -15482.56 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15689.506836 Penalty: 1846.056030
	Iteration 1F: 3 clusters Score -15689.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15748.268555 Penalty: 1846.056030
	Iteration 2F: 3 clusters Score -15748.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15796.485352 Penalty: 1846.056030
	Iteration 3Q: 3 clusters Score -15796.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15805.698242 Penalty: 1846.056030
	Iteration 4Q: 3 clusters Score -15805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15821.483398 Penalty: 1846.056030
	Iteration 5Q: 3 clusters Score -15821.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15833.506836 Penalty: 1846.056030
	Iteration 6Q: 3 clusters Score -15833.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15833.914062 Penalty: 1846.056030
	Iteration 7Q: 3 clusters Score -15833.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15834.718750 Penalty: 1846.056030
	Iteration 8Q: 3 clusters Score -15834.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15835.982422 Penalty: 1846.056030
	Iteration 9Q: 3 clusters Score -15835.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15835.982422 Penalty: 1846.056030
	Iteration 10F: 3 clusters Score -15835.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (169553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Entering Unmasked Estep 
Score: -15902956.000000 Penalty: 1956.649658
	Iteration 0F: 2 clusters Score -1.590296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -15790708.000000 Penalty: 3913.299316
	Iteration 0F: 3 clusters Score -1.579071e+07 nChanged 82093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -15840811.000000 Penalty: 3913.299316
	Iteration 1F: 3 clusters Score -1.584081e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -15844173.000000 Penalty: 3913.299316
	Iteration 2Q: 3 clusters Score -1.584417e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -15850366.000000 Penalty: 3913.299316
	Iteration 3F: 3 clusters Score -1.585037e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 124815 members 
Entering Unmasked Estep 
Score: -15860754.000000 Penalty: 3913.299316
	Iteration 4F: 3 clusters Score -1.586075e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 138922 members 
Entering Unmasked Estep 
Score: -15874099.000000 Penalty: 3913.299316
	Iteration 5F: 3 clusters Score -1.58741e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -15886523.000000 Penalty: 3913.299316
	Iteration 6F: 3 clusters Score -1.588652e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -15895114.000000 Penalty: 3913.299316
	Iteration 7Q: 3 clusters Score -1.589511e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -15899218.000000 Penalty: 3913.299316
	Iteration 8Q: 3 clusters Score -1.589922e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 165766 members 
Entering Unmasked Estep 
Score: -15900892.000000 Penalty: 3913.299316
	Iteration 9Q: 3 clusters Score -1.590089e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 166839 members 
Entering Unmasked Estep 
Score: -15901534.000000 Penalty: 3913.299316
	Iteration 10Q: 3 clusters Score -1.590153e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 167377 members 
Entering Unmasked Estep 
Score: -15901804.000000 Penalty: 3913.299316
	Iteration 11Q: 3 clusters Score -1.59018e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 167711 members 
Entering Unmasked Estep 
Score: -15901946.000000 Penalty: 3913.299316
	Iteration 12Q: 3 clusters Score -1.590195e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 167937 members 
Entering Unmasked Estep 
Score: -15901976.000000 Penalty: 3913.299316
	Iteration 13Q: 3 clusters Score -1.590198e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 168069 members 
Entering Unmasked Estep 
Score: -15902008.000000 Penalty: 3913.299316
	Iteration 14Q: 3 clusters Score -1.590201e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 168184 members 
Entering Unmasked Estep 
Score: -15902028.000000 Penalty: 3913.299316
	Iteration 15Q: 3 clusters Score -1.590203e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 168269 members 
Entering Unmasked Estep 
Score: -15902041.000000 Penalty: 3913.299316
	Iteration 16Q: 3 clusters Score -1.590204e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -15902041.000000 Penalty: 3913.299316
	Iteration 17Q: 3 clusters Score -1.590204e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 168368 members 
Entering Unmasked Estep 
Score: -15902037.000000 Penalty: 3913.299316
	Iteration 18Q: 3 clusters Score -1.590204e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 168409 members 
Entering Unmasked Estep 
Score: -15902041.000000 Penalty: 3913.299316
	Iteration 19Q: 3 clusters Score -1.590204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 168436 members 
Entering Unmasked Estep 
Score: -15902049.000000 Penalty: 3913.299316
	Iteration 20F: 3 clusters Score -1.590205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 168463 members 
Entering Unmasked Estep 
Score: -15902039.000000 Penalty: 3913.299316
	Iteration 21Q: 3 clusters Score -1.590204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 168483 members 
Entering Unmasked Estep 
Score: -15902041.000000 Penalty: 3913.299316
	Iteration 22Q: 3 clusters Score -1.590204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 168507 members 
Entering Unmasked Estep 
Score: -15902028.000000 Penalty: 3913.299316
	Iteration 23Q: 3 clusters Score -1.590203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 168531 members 
Entering Unmasked Estep 
Score: -15902039.000000 Penalty: 3913.299316
	Iteration 24Q: 3 clusters Score -1.590204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 168544 members 
Entering Unmasked Estep 
Score: -15902024.000000 Penalty: 3913.299316
	Iteration 25Q: 3 clusters Score -1.590202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 168550 members 
Entering Unmasked Estep 
Score: -15902029.000000 Penalty: 3913.299316
	Iteration 26Q: 3 clusters Score -1.590203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 168555 members 
Entering Unmasked Estep 
Score: -15902031.000000 Penalty: 3913.299316
	Iteration 27Q: 3 clusters Score -1.590203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 168558 members 
Entering Unmasked Estep 
Score: -15902028.000000 Penalty: 3913.299316
	Iteration 28Q: 3 clusters Score -1.590203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 168563 members 
Entering Unmasked Estep 
Score: -15902015.000000 Penalty: 3913.299316
	Iteration 29Q: 3 clusters Score -1.590202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 168563 members 
Entering Unmasked Estep 
Score: -15902012.000000 Penalty: 3913.299316
	Iteration 30Q: 3 clusters Score -1.590201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -15902019.000000 Penalty: 3913.299316
	Iteration 31Q: 3 clusters Score -1.590202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 168563 members 
Entering Unmasked Estep 
Score: -15902018.000000 Penalty: 3913.299316
	Iteration 32Q: 3 clusters Score -1.590202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -15902008.000000 Penalty: 3913.299316
	Iteration 33Q: 3 clusters Score -1.590201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 168566 members 
Entering Unmasked Estep 
Score: -15902017.000000 Penalty: 3913.299316
	Iteration 34Q: 3 clusters Score -1.590202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -15902015.000000 Penalty: 3913.299316
	Iteration 35Q: 3 clusters Score -1.590202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -15902015.000000 Penalty: 3913.299316
	Iteration 36F: 3 clusters Score -1.590202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -82964.031250 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -82964.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81550.015625 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -81550.02 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81922.406250 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -81922.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82169.914062 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -82169.91 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82448.679688 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -82448.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82711.210938 Penalty: 2259.636963
	Iteration 4F: 3 clusters Score -82711.21 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82899.585938 Penalty: 2259.636963
	Iteration 5F: 3 clusters Score -82899.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82985.617188 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -82985.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83056.382812 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -83056.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83089.085938 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -83089.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83120.742188 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -83120.74 nChanged 13
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: -83144.703125 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -83144.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83153.460938 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -83153.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -83157.218750 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -83157.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83160.843750 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -83160.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83164.281250 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -83164.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83164.281250 Penalty: 2259.636963
	Iteration 15F: 3 clusters Score -83164.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120585 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143929 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169553 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174308 members 
Mstep: Class 19 contains 30684 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
Score: -66454020.000000 Penalty: 48245.828125
Splitting cluster 11 changes total score from -66454856.000000 to -66454020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (33721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Entering Unmasked Estep 
Score: -3205307.750000 Penalty: 1694.204834
	Iteration 0F: 2 clusters Score -3205308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3182718.000000 Penalty: 3388.409668
	Iteration 0F: 3 clusters Score -3182718 nChanged 15519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3191403.500000 Penalty: 3388.409668
	Iteration 1F: 3 clusters Score -3191404 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3192027.000000 Penalty: 3388.409668
	Iteration 2Q: 3 clusters Score -3192027 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3192726.000000 Penalty: 3388.409668
	Iteration 3Q: 3 clusters Score -3192726 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3193463.000000 Penalty: 3388.409668
	Iteration 4Q: 3 clusters Score -3193463 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3194353.250000 Penalty: 3388.409668
	Iteration 5Q: 3 clusters Score -3194353 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3195339.000000 Penalty: 3388.409668
	Iteration 6Q: 3 clusters Score -3195339 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3196514.000000 Penalty: 3388.409668
	Iteration 7F: 3 clusters Score -3196514 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3197793.750000 Penalty: 3388.409668
	Iteration 8F: 3 clusters Score -3197794 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3199013.000000 Penalty: 3388.409668
	Iteration 9F: 3 clusters Score -3199013 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3199968.250000 Penalty: 3388.409668
	Iteration 10Q: 3 clusters Score -3199968 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3200577.500000 Penalty: 3388.409668
	Iteration 11Q: 3 clusters Score -3200578 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3201023.500000 Penalty: 3388.409668
	Iteration 12Q: 3 clusters Score -3201024 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3201340.750000 Penalty: 3388.409668
	Iteration 13Q: 3 clusters Score -3201341 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3201625.250000 Penalty: 3388.409668
	Iteration 14Q: 3 clusters Score -3201625 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3201851.250000 Penalty: 3388.409668
	Iteration 15Q: 3 clusters Score -3201851 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -3202046.000000 Penalty: 3388.409668
	Iteration 16Q: 3 clusters Score -3202046 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3202240.000000 Penalty: 3388.409668
	Iteration 17Q: 3 clusters Score -3202240 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3202429.000000 Penalty: 3388.409668
	Iteration 18Q: 3 clusters Score -3202429 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3202611.250000 Penalty: 3388.409668
	Iteration 19Q: 3 clusters Score -3202611 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3202789.750000 Penalty: 3388.409668
	Iteration 20F: 3 clusters Score -3202790 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -3202957.000000 Penalty: 3388.409668
	Iteration 21Q: 3 clusters Score -3202957 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -3203082.500000 Penalty: 3388.409668
	Iteration 22Q: 3 clusters Score -3203082 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -3203202.500000 Penalty: 3388.409668
	Iteration 23Q: 3 clusters Score -3203202 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -3203286.000000 Penalty: 3388.409668
	Iteration 24Q: 3 clusters Score -3203286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -3203367.500000 Penalty: 3388.409668
	Iteration 25Q: 3 clusters Score -3203368 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -3203440.500000 Penalty: 3388.409668
	Iteration 26Q: 3 clusters Score -3203440 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -3203492.500000 Penalty: 3388.409668
	Iteration 27Q: 3 clusters Score -3203492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -3203551.250000 Penalty: 3388.409668
	Iteration 28Q: 3 clusters Score -3203551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -3203608.750000 Penalty: 3388.409668
	Iteration 29Q: 3 clusters Score -3203609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -3203643.000000 Penalty: 3388.409668
	Iteration 30Q: 3 clusters Score -3203643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -3203676.250000 Penalty: 3388.409668
	Iteration 31Q: 3 clusters Score -3203676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3203708.500000 Penalty: 3388.409668
	Iteration 32Q: 3 clusters Score -3203708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3203733.000000 Penalty: 3388.409668
	Iteration 33Q: 3 clusters Score -3203733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -3203756.750000 Penalty: 3388.409668
	Iteration 34Q: 3 clusters Score -3203757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -3203769.750000 Penalty: 3388.409668
	Iteration 35Q: 3 clusters Score -3203770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3203784.000000 Penalty: 3388.409668
	Iteration 36Q: 3 clusters Score -3203784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3203793.500000 Penalty: 3388.409668
	Iteration 37Q: 3 clusters Score -3203794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -3203799.250000 Penalty: 3388.409668
	Iteration 38Q: 3 clusters Score -3203799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3203801.000000 Penalty: 3388.409668
	Iteration 39Q: 3 clusters Score -3203801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -3203805.750000 Penalty: 3388.409668
	Iteration 40F: 3 clusters Score -3203806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -3203808.000000 Penalty: 3388.409668
	Iteration 41Q: 3 clusters Score -3203808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -3203816.500000 Penalty: 3388.409668
	Iteration 42Q: 3 clusters Score -3203816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -3203820.250000 Penalty: 3388.409668
	Iteration 43Q: 3 clusters Score -3203820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -3203819.500000 Penalty: 3388.409668
	Iteration 44Q: 3 clusters Score -3203820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -3203821.750000 Penalty: 3388.409668
	Iteration 45Q: 3 clusters Score -3203822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -3203823.750000 Penalty: 3388.409668
	Iteration 46Q: 3 clusters Score -3203824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -3203823.750000 Penalty: 3388.409668
	Iteration 47F: 3 clusters Score -3203824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Entering Unmasked Estep 
Score: -1152854.000000 Penalty: 1528.165649
	Iteration 0F: 2 clusters Score -1152854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1144379.750000 Penalty: 3056.331299
	Iteration 0F: 3 clusters Score -1144380 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1147190.500000 Penalty: 3056.331299
	Iteration 1F: 3 clusters Score -1147190 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1147515.000000 Penalty: 3056.331299
	Iteration 2F: 3 clusters Score -1147515 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1147841.125000 Penalty: 3056.331299
	Iteration 3F: 3 clusters Score -1147841 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1148127.250000 Penalty: 3056.331299
	Iteration 4Q: 3 clusters Score -1148127 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1148399.000000 Penalty: 3056.331299
	Iteration 5Q: 3 clusters Score -1148399 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1148660.750000 Penalty: 3056.331299
	Iteration 6Q: 3 clusters Score -1148661 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1148907.125000 Penalty: 3056.331299
	Iteration 7Q: 3 clusters Score -1148907 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1149173.625000 Penalty: 3056.331299
	Iteration 8Q: 3 clusters Score -1149174 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1149487.625000 Penalty: 3056.331299
	Iteration 9Q: 3 clusters Score -1149488 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1149838.500000 Penalty: 3056.331299
	Iteration 10Q: 3 clusters Score -1149838 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1150163.625000 Penalty: 3056.331299
	Iteration 11Q: 3 clusters Score -1150164 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1150382.000000 Penalty: 3056.331299
	Iteration 12Q: 3 clusters Score -1150382 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1150536.625000 Penalty: 3056.331299
	Iteration 13Q: 3 clusters Score -1150537 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1150639.375000 Penalty: 3056.331299
	Iteration 14Q: 3 clusters Score -1150639 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1150709.000000 Penalty: 3056.331299
	Iteration 15Q: 3 clusters Score -1150709 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1150762.875000 Penalty: 3056.331299
	Iteration 16Q: 3 clusters Score -1150763 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1150813.500000 Penalty: 3056.331299
	Iteration 17Q: 3 clusters Score -1150814 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1150859.750000 Penalty: 3056.331299
	Iteration 18Q: 3 clusters Score -1150860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1150901.125000 Penalty: 3056.331299
	Iteration 19Q: 3 clusters Score -1150901 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1150935.625000 Penalty: 3056.331299
	Iteration 20F: 3 clusters Score -1150936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1150969.250000 Penalty: 3056.331299
	Iteration 21Q: 3 clusters Score -1150969 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1150998.375000 Penalty: 3056.331299
	Iteration 22Q: 3 clusters Score -1150998 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1151023.375000 Penalty: 3056.331299
	Iteration 23Q: 3 clusters Score -1151023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1151047.375000 Penalty: 3056.331299
	Iteration 24Q: 3 clusters Score -1151047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1151081.875000 Penalty: 3056.331299
	Iteration 25Q: 3 clusters Score -1151082 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1151125.625000 Penalty: 3056.331299
	Iteration 26Q: 3 clusters Score -1151126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1151162.500000 Penalty: 3056.331299
	Iteration 27Q: 3 clusters Score -1151162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1151194.250000 Penalty: 3056.331299
	Iteration 28Q: 3 clusters Score -1151194 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1151223.875000 Penalty: 3056.331299
	Iteration 29Q: 3 clusters Score -1151224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1151252.000000 Penalty: 3056.331299
	Iteration 30Q: 3 clusters Score -1151252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1151276.250000 Penalty: 3056.331299
	Iteration 31Q: 3 clusters Score -1151276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1151298.500000 Penalty: 3056.331299
	Iteration 32Q: 3 clusters Score -1151298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1151322.125000 Penalty: 3056.331299
	Iteration 33Q: 3 clusters Score -1151322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1151341.625000 Penalty: 3056.331299
	Iteration 34Q: 3 clusters Score -1151342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1151361.750000 Penalty: 3056.331299
	Iteration 35Q: 3 clusters Score -1151362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1151386.625000 Penalty: 3056.331299
	Iteration 36Q: 3 clusters Score -1151387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1151408.625000 Penalty: 3056.331299
	Iteration 37Q: 3 clusters Score -1151409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1151424.500000 Penalty: 3056.331299
	Iteration 38Q: 3 clusters Score -1151424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1151433.375000 Penalty: 3056.331299
	Iteration 39Q: 3 clusters Score -1151433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1151445.750000 Penalty: 3056.331299
	Iteration 40F: 3 clusters Score -1151446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1151447.500000 Penalty: 3056.331299
	Iteration 41Q: 3 clusters Score -1151448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1151461.250000 Penalty: 3056.331299
	Iteration 42Q: 3 clusters Score -1151461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1151467.125000 Penalty: 3056.331299
	Iteration 43Q: 3 clusters Score -1151467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1151478.500000 Penalty: 3056.331299
	Iteration 44Q: 3 clusters Score -1151478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1151480.750000 Penalty: 3056.331299
	Iteration 45Q: 3 clusters Score -1151481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1151489.125000 Penalty: 3056.331299
	Iteration 46Q: 3 clusters Score -1151489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1151497.125000 Penalty: 3056.331299
	Iteration 47Q: 3 clusters Score -1151497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1151503.500000 Penalty: 3056.331299
	Iteration 48Q: 3 clusters Score -1151504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1151504.500000 Penalty: 3056.331299
	Iteration 49Q: 3 clusters Score -1151504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1151513.375000 Penalty: 3056.331299
	Iteration 50Q: 3 clusters Score -1151513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1151516.500000 Penalty: 3056.331299
	Iteration 51Q: 3 clusters Score -1151516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1151518.875000 Penalty: 3056.331299
	Iteration 52Q: 3 clusters Score -1151519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1151528.750000 Penalty: 3056.331299
	Iteration 53Q: 3 clusters Score -1151529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1151533.375000 Penalty: 3056.331299
	Iteration 54Q: 3 clusters Score -1151533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1151537.125000 Penalty: 3056.331299
	Iteration 55Q: 3 clusters Score -1151537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1151539.750000 Penalty: 3056.331299
	Iteration 56Q: 3 clusters Score -1151540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1151545.625000 Penalty: 3056.331299
	Iteration 57Q: 3 clusters Score -1151546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1151550.500000 Penalty: 3056.331299
	Iteration 58Q: 3 clusters Score -1151550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1151556.875000 Penalty: 3056.331299
	Iteration 59Q: 3 clusters Score -1151557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1151561.500000 Penalty: 3056.331299
	Iteration 60F: 3 clusters Score -1151562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1151564.750000 Penalty: 3056.331299
	Iteration 61Q: 3 clusters Score -1151565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1151568.125000 Penalty: 3056.331299
	Iteration 62Q: 3 clusters Score -1151568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1151566.875000 Penalty: 3056.331299
	Iteration 63Q: 3 clusters Score -1151567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1151572.250000 Penalty: 3056.331299
	Iteration 64Q: 3 clusters Score -1151572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1151576.875000 Penalty: 3056.331299
	Iteration 65Q: 3 clusters Score -1151577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1151579.375000 Penalty: 3056.331299
	Iteration 66Q: 3 clusters Score -1151579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1151582.500000 Penalty: 3056.331299
	Iteration 67Q: 3 clusters Score -1151582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1151584.625000 Penalty: 3056.331299
	Iteration 68Q: 3 clusters Score -1151585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1151587.625000 Penalty: 3056.331299
	Iteration 69Q: 3 clusters Score -1151588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1151593.500000 Penalty: 3056.331299
	Iteration 70Q: 3 clusters Score -1151594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1151598.125000 Penalty: 3056.331299
	Iteration 71Q: 3 clusters Score -1151598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1151602.125000 Penalty: 3056.331299
	Iteration 72Q: 3 clusters Score -1151602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1151603.250000 Penalty: 3056.331299
	Iteration 73Q: 3 clusters Score -1151603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1151609.000000 Penalty: 3056.331299
	Iteration 74Q: 3 clusters Score -1151609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1151607.000000 Penalty: 3056.331299
	Iteration 75Q: 3 clusters Score -1151607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1151610.000000 Penalty: 3056.331299
	Iteration 76Q: 3 clusters Score -1151610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1151614.125000 Penalty: 3056.331299
	Iteration 77Q: 3 clusters Score -1151614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1151612.875000 Penalty: 3056.331299
	Iteration 78Q: 3 clusters Score -1151613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1151618.250000 Penalty: 3056.331299
	Iteration 79Q: 3 clusters Score -1151618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1151620.750000 Penalty: 3056.331299
	Iteration 80F: 3 clusters Score -1151621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1151625.500000 Penalty: 3056.331299
	Iteration 81Q: 3 clusters Score -1151626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1151628.500000 Penalty: 3056.331299
	Iteration 82Q: 3 clusters Score -1151628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1151628.375000 Penalty: 3056.331299
	Iteration 83Q: 3 clusters Score -1151628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1151628.500000 Penalty: 3056.331299
	Iteration 84Q: 3 clusters Score -1151628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1151631.250000 Penalty: 3056.331299
	Iteration 85Q: 3 clusters Score -1151631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1151632.875000 Penalty: 3056.331299
	Iteration 86Q: 3 clusters Score -1151633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1151633.500000 Penalty: 3056.331299
	Iteration 87Q: 3 clusters Score -1151634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1151633.625000 Penalty: 3056.331299
	Iteration 88Q: 3 clusters Score -1151634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1151634.250000 Penalty: 3056.331299
	Iteration 89Q: 3 clusters Score -1151634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1151634.500000 Penalty: 3056.331299
	Iteration 90Q: 3 clusters Score -1151634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1151635.625000 Penalty: 3056.331299
	Iteration 91Q: 3 clusters Score -1151636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1151634.250000 Penalty: 3056.331299
	Iteration 92Q: 3 clusters Score -1151634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1151636.250000 Penalty: 3056.331299
	Iteration 93Q: 3 clusters Score -1151636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1151635.000000 Penalty: 3056.331299
	Iteration 94Q: 3 clusters Score -1151635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1151635.000000 Penalty: 3056.331299
	Iteration 95F: 3 clusters Score -1151635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -328472.500000 Penalty: 1334.410156
	Iteration 0F: 2 clusters Score -328472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -325343.156250 Penalty: 2668.820312
	Iteration 0F: 3 clusters Score -325343.2 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -326170.093750 Penalty: 2668.820312
	Iteration 1F: 3 clusters Score -326170.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -326314.218750 Penalty: 2668.820312
	Iteration 2F: 3 clusters Score -326314.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -326412.937500 Penalty: 2668.820312
	Iteration 3Q: 3 clusters Score -326412.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -326526.718750 Penalty: 2668.820312
	Iteration 4Q: 3 clusters Score -326526.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -326637.968750 Penalty: 2668.820312
	Iteration 5Q: 3 clusters Score -326638 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -326742.718750 Penalty: 2668.820312
	Iteration 6Q: 3 clusters Score -326742.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -326853.437500 Penalty: 2668.820312
	Iteration 7Q: 3 clusters Score -326853.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -326969.281250 Penalty: 2668.820312
	Iteration 8Q: 3 clusters Score -326969.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -327062.062500 Penalty: 2668.820312
	Iteration 9Q: 3 clusters Score -327062.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -327144.937500 Penalty: 2668.820312
	Iteration 10Q: 3 clusters Score -327144.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -327210.093750 Penalty: 2668.820312
	Iteration 11Q: 3 clusters Score -327210.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -327265.312500 Penalty: 2668.820312
	Iteration 12Q: 3 clusters Score -327265.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -327325.843750 Penalty: 2668.820312
	Iteration 13Q: 3 clusters Score -327325.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -327390.968750 Penalty: 2668.820312
	Iteration 14Q: 3 clusters Score -327391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -327435.500000 Penalty: 2668.820312
	Iteration 15Q: 3 clusters Score -327435.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -327467.531250 Penalty: 2668.820312
	Iteration 16Q: 3 clusters Score -327467.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -327482.562500 Penalty: 2668.820312
	Iteration 17Q: 3 clusters Score -327482.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -327496.218750 Penalty: 2668.820312
	Iteration 18Q: 3 clusters Score -327496.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -327508.250000 Penalty: 2668.820312
	Iteration 19Q: 3 clusters Score -327508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -327523.500000 Penalty: 2668.820312
	Iteration 20F: 3 clusters Score -327523.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -327535.406250 Penalty: 2668.820312
	Iteration 21Q: 3 clusters Score -327535.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -327549.062500 Penalty: 2668.820312
	Iteration 22Q: 3 clusters Score -327549.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -327559.093750 Penalty: 2668.820312
	Iteration 23Q: 3 clusters Score -327559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -327567.656250 Penalty: 2668.820312
	Iteration 24Q: 3 clusters Score -327567.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -327577.562500 Penalty: 2668.820312
	Iteration 25Q: 3 clusters Score -327577.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -327584.281250 Penalty: 2668.820312
	Iteration 26Q: 3 clusters Score -327584.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -327589.312500 Penalty: 2668.820312
	Iteration 27Q: 3 clusters Score -327589.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -327592.875000 Penalty: 2668.820312
	Iteration 28Q: 3 clusters Score -327592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -327593.750000 Penalty: 2668.820312
	Iteration 29Q: 3 clusters Score -327593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -327595.000000 Penalty: 2668.820312
	Iteration 30Q: 3 clusters Score -327595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -327595.000000 Penalty: 2668.820312
	Iteration 31F: 3 clusters Score -327595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -404328.593750 Penalty: 1361.563110
	Iteration 0F: 2 clusters Score -404328.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -400705.687500 Penalty: 2723.126221
	Iteration 0F: 3 clusters Score -400705.7 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -401693.281250 Penalty: 2723.126221
	Iteration 1F: 3 clusters Score -401693.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -401860.468750 Penalty: 2723.126221
	Iteration 2F: 3 clusters Score -401860.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -401981.312500 Penalty: 2723.126221
	Iteration 3F: 3 clusters Score -401981.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -402077.750000 Penalty: 2723.126221
	Iteration 4Q: 3 clusters Score -402077.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -402169.500000 Penalty: 2723.126221
	Iteration 5Q: 3 clusters Score -402169.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -402229.468750 Penalty: 2723.126221
	Iteration 6Q: 3 clusters Score -402229.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -402268.812500 Penalty: 2723.126221
	Iteration 7Q: 3 clusters Score -402268.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -402305.625000 Penalty: 2723.126221
	Iteration 8Q: 3 clusters Score -402305.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -402353.625000 Penalty: 2723.126221
	Iteration 9Q: 3 clusters Score -402353.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -402399.750000 Penalty: 2723.126221
	Iteration 10Q: 3 clusters Score -402399.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -402445.625000 Penalty: 2723.126221
	Iteration 11Q: 3 clusters Score -402445.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -402495.250000 Penalty: 2723.126221
	Iteration 12Q: 3 clusters Score -402495.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -402540.343750 Penalty: 2723.126221
	Iteration 13Q: 3 clusters Score -402540.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -402587.562500 Penalty: 2723.126221
	Iteration 14Q: 3 clusters Score -402587.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402638.937500 Penalty: 2723.126221
	Iteration 15Q: 3 clusters Score -402638.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -402691.125000 Penalty: 2723.126221
	Iteration 16Q: 3 clusters Score -402691.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -402739.437500 Penalty: 2723.126221
	Iteration 17Q: 3 clusters Score -402739.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -402784.406250 Penalty: 2723.126221
	Iteration 18Q: 3 clusters Score -402784.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -402826.656250 Penalty: 2723.126221
	Iteration 19Q: 3 clusters Score -402826.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -402858.468750 Penalty: 2723.126221
	Iteration 20F: 3 clusters Score -402858.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -402888.437500 Penalty: 2723.126221
	Iteration 21Q: 3 clusters Score -402888.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -402913.250000 Penalty: 2723.126221
	Iteration 22Q: 3 clusters Score -402913.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -402930.875000 Penalty: 2723.126221
	Iteration 23Q: 3 clusters Score -402930.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -402963.562500 Penalty: 2723.126221
	Iteration 24Q: 3 clusters Score -402963.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -402996.781250 Penalty: 2723.126221
	Iteration 25Q: 3 clusters Score -402996.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -403022.218750 Penalty: 2723.126221
	Iteration 26Q: 3 clusters Score -403022.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -403047.062500 Penalty: 2723.126221
	Iteration 27Q: 3 clusters Score -403047.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -403065.031250 Penalty: 2723.126221
	Iteration 28Q: 3 clusters Score -403065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -403078.750000 Penalty: 2723.126221
	Iteration 29Q: 3 clusters Score -403078.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -403086.937500 Penalty: 2723.126221
	Iteration 30Q: 3 clusters Score -403086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -403090.375000 Penalty: 2723.126221
	Iteration 31Q: 3 clusters Score -403090.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -403097.343750 Penalty: 2723.126221
	Iteration 32Q: 3 clusters Score -403097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -403102.562500 Penalty: 2723.126221
	Iteration 33Q: 3 clusters Score -403102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -403107.750000 Penalty: 2723.126221
	Iteration 34Q: 3 clusters Score -403107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -403112.156250 Penalty: 2723.126221
	Iteration 35Q: 3 clusters Score -403112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -403115.375000 Penalty: 2723.126221
	Iteration 36Q: 3 clusters Score -403115.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -403119.187500 Penalty: 2723.126221
	Iteration 37Q: 3 clusters Score -403119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -403121.343750 Penalty: 2723.126221
	Iteration 38Q: 3 clusters Score -403121.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -403125.718750 Penalty: 2723.126221
	Iteration 39Q: 3 clusters Score -403125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -403129.656250 Penalty: 2723.126221
	Iteration 40F: 3 clusters Score -403129.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -403132.062500 Penalty: 2723.126221
	Iteration 41Q: 3 clusters Score -403132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -403135.843750 Penalty: 2723.126221
	Iteration 42Q: 3 clusters Score -403135.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -403140.906250 Penalty: 2723.126221
	Iteration 43Q: 3 clusters Score -403140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -403144.625000 Penalty: 2723.126221
	Iteration 44Q: 3 clusters Score -403144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -403149.281250 Penalty: 2723.126221
	Iteration 45Q: 3 clusters Score -403149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -403151.125000 Penalty: 2723.126221
	Iteration 46Q: 3 clusters Score -403151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -403152.343750 Penalty: 2723.126221
	Iteration 47Q: 3 clusters Score -403152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -403153.406250 Penalty: 2723.126221
	Iteration 48Q: 3 clusters Score -403153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -403154.656250 Penalty: 2723.126221
	Iteration 49Q: 3 clusters Score -403154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -403155.218750 Penalty: 2723.126221
	Iteration 50Q: 3 clusters Score -403155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -403155.562500 Penalty: 2723.126221
	Iteration 51Q: 3 clusters Score -403155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -403155.562500 Penalty: 2723.126221
	Iteration 52F: 3 clusters Score -403155.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -53615.414062 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -53615.41 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 344 members 
Entering Unmasked Estep 
Score: -52440.957031 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -52440.96 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52636.269531 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -52636.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52702.031250 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -52702.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52732.781250 Penalty: 2097.939697
	Iteration 3Q: 3 clusters Score -52732.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52752.644531 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -52752.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52765.859375 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -52765.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52779.332031 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -52779.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52782.832031 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -52782.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52786.941406 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -52786.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52790.554688 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -52790.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52790.554688 Penalty: 2097.939697
	Iteration 10F: 3 clusters Score -52790.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Entering Unmasked Estep 
Score: -773938.812500 Penalty: 1473.882080
	Iteration 0F: 2 clusters Score -773938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -767626.187500 Penalty: 2947.764160
	Iteration 0F: 3 clusters Score -767626.2 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -769526.812500 Penalty: 2947.764160
	Iteration 1F: 3 clusters Score -769526.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -769830.250000 Penalty: 2947.764160
	Iteration 2F: 3 clusters Score -769830.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -770020.125000 Penalty: 2947.764160
	Iteration 3F: 3 clusters Score -770020.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -770177.250000 Penalty: 2947.764160
	Iteration 4Q: 3 clusters Score -770177.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -770313.250000 Penalty: 2947.764160
	Iteration 5Q: 3 clusters Score -770313.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -770433.625000 Penalty: 2947.764160
	Iteration 6Q: 3 clusters Score -770433.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -770558.125000 Penalty: 2947.764160
	Iteration 7Q: 3 clusters Score -770558.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -770672.812500 Penalty: 2947.764160
	Iteration 8Q: 3 clusters Score -770672.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -770789.562500 Penalty: 2947.764160
	Iteration 9Q: 3 clusters Score -770789.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -770907.437500 Penalty: 2947.764160
	Iteration 10Q: 3 clusters Score -770907.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -771019.000000 Penalty: 2947.764160
	Iteration 11Q: 3 clusters Score -771019 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -771126.687500 Penalty: 2947.764160
	Iteration 12Q: 3 clusters Score -771126.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -771235.250000 Penalty: 2947.764160
	Iteration 13Q: 3 clusters Score -771235.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -771339.062500 Penalty: 2947.764160
	Iteration 14Q: 3 clusters Score -771339.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -771425.625000 Penalty: 2947.764160
	Iteration 15Q: 3 clusters Score -771425.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -771508.375000 Penalty: 2947.764160
	Iteration 16Q: 3 clusters Score -771508.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -771567.312500 Penalty: 2947.764160
	Iteration 17Q: 3 clusters Score -771567.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -771625.625000 Penalty: 2947.764160
	Iteration 18Q: 3 clusters Score -771625.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -771670.125000 Penalty: 2947.764160
	Iteration 19Q: 3 clusters Score -771670.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -771701.437500 Penalty: 2947.764160
	Iteration 20F: 3 clusters Score -771701.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -771725.625000 Penalty: 2947.764160
	Iteration 21Q: 3 clusters Score -771725.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -771749.250000 Penalty: 2947.764160
	Iteration 22Q: 3 clusters Score -771749.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -771775.937500 Penalty: 2947.764160
	Iteration 23Q: 3 clusters Score -771775.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -771804.062500 Penalty: 2947.764160
	Iteration 24Q: 3 clusters Score -771804.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -771829.937500 Penalty: 2947.764160
	Iteration 25Q: 3 clusters Score -771829.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -771856.625000 Penalty: 2947.764160
	Iteration 26Q: 3 clusters Score -771856.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -771888.812500 Penalty: 2947.764160
	Iteration 27Q: 3 clusters Score -771888.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -771914.375000 Penalty: 2947.764160
	Iteration 28Q: 3 clusters Score -771914.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -771933.875000 Penalty: 2947.764160
	Iteration 29Q: 3 clusters Score -771933.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -771951.562500 Penalty: 2947.764160
	Iteration 30Q: 3 clusters Score -771951.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -771973.500000 Penalty: 2947.764160
	Iteration 31Q: 3 clusters Score -771973.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -771990.937500 Penalty: 2947.764160
	Iteration 32Q: 3 clusters Score -771990.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -772003.875000 Penalty: 2947.764160
	Iteration 33Q: 3 clusters Score -772003.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -772026.312500 Penalty: 2947.764160
	Iteration 34Q: 3 clusters Score -772026.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -772052.062500 Penalty: 2947.764160
	Iteration 35Q: 3 clusters Score -772052.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -772072.000000 Penalty: 2947.764160
	Iteration 36Q: 3 clusters Score -772072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -772089.187500 Penalty: 2947.764160
	Iteration 37Q: 3 clusters Score -772089.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -772098.375000 Penalty: 2947.764160
	Iteration 38Q: 3 clusters Score -772098.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -772108.562500 Penalty: 2947.764160
	Iteration 39Q: 3 clusters Score -772108.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -772120.437500 Penalty: 2947.764160
	Iteration 40F: 3 clusters Score -772120.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -772131.437500 Penalty: 2947.764160
	Iteration 41Q: 3 clusters Score -772131.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -772143.187500 Penalty: 2947.764160
	Iteration 42Q: 3 clusters Score -772143.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -772151.375000 Penalty: 2947.764160
	Iteration 43Q: 3 clusters Score -772151.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -772156.062500 Penalty: 2947.764160
	Iteration 44Q: 3 clusters Score -772156.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -772162.125000 Penalty: 2947.764160
	Iteration 45Q: 3 clusters Score -772162.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -772168.562500 Penalty: 2947.764160
	Iteration 46Q: 3 clusters Score -772168.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -772172.375000 Penalty: 2947.764160
	Iteration 47Q: 3 clusters Score -772172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -772177.000000 Penalty: 2947.764160
	Iteration 48Q: 3 clusters Score -772177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -772179.312500 Penalty: 2947.764160
	Iteration 49Q: 3 clusters Score -772179.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -772177.875000 Penalty: 2947.764160
	Iteration 50Q: 3 clusters Score -772177.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -772179.562500 Penalty: 2947.764160
	Iteration 51Q: 3 clusters Score -772179.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -772183.000000 Penalty: 2947.764160
	Iteration 52Q: 3 clusters Score -772183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -772184.312500 Penalty: 2947.764160
	Iteration 53Q: 3 clusters Score -772184.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -772187.062500 Penalty: 2947.764160
	Iteration 54Q: 3 clusters Score -772187.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -772189.187500 Penalty: 2947.764160
	Iteration 55Q: 3 clusters Score -772189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -772195.062500 Penalty: 2947.764160
	Iteration 56Q: 3 clusters Score -772195.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -772200.937500 Penalty: 2947.764160
	Iteration 57Q: 3 clusters Score -772200.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -772209.562500 Penalty: 2947.764160
	Iteration 58Q: 3 clusters Score -772209.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -772214.937500 Penalty: 2947.764160
	Iteration 59Q: 3 clusters Score -772214.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -772224.375000 Penalty: 2947.764160
	Iteration 60F: 3 clusters Score -772224.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -772231.437500 Penalty: 2947.764160
	Iteration 61Q: 3 clusters Score -772231.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -772242.062500 Penalty: 2947.764160
	Iteration 62Q: 3 clusters Score -772242.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -772251.937500 Penalty: 2947.764160
	Iteration 63Q: 3 clusters Score -772251.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -772261.375000 Penalty: 2947.764160
	Iteration 64Q: 3 clusters Score -772261.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -772273.937500 Penalty: 2947.764160
	Iteration 65Q: 3 clusters Score -772273.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -772280.937500 Penalty: 2947.764160
	Iteration 66Q: 3 clusters Score -772280.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -772288.062500 Penalty: 2947.764160
	Iteration 67Q: 3 clusters Score -772288.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -772295.312500 Penalty: 2947.764160
	Iteration 68Q: 3 clusters Score -772295.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -772301.875000 Penalty: 2947.764160
	Iteration 69Q: 3 clusters Score -772301.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -772305.187500 Penalty: 2947.764160
	Iteration 70Q: 3 clusters Score -772305.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -772308.875000 Penalty: 2947.764160
	Iteration 71Q: 3 clusters Score -772308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -772313.562500 Penalty: 2947.764160
	Iteration 72Q: 3 clusters Score -772313.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -772315.625000 Penalty: 2947.764160
	Iteration 73Q: 3 clusters Score -772315.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -772320.812500 Penalty: 2947.764160
	Iteration 74Q: 3 clusters Score -772320.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -772331.750000 Penalty: 2947.764160
	Iteration 75Q: 3 clusters Score -772331.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -772350.062500 Penalty: 2947.764160
	Iteration 76Q: 3 clusters Score -772350.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -772370.375000 Penalty: 2947.764160
	Iteration 77Q: 3 clusters Score -772370.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -772381.687500 Penalty: 2947.764160
	Iteration 78Q: 3 clusters Score -772381.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -772385.625000 Penalty: 2947.764160
	Iteration 79Q: 3 clusters Score -772385.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -772395.250000 Penalty: 2947.764160
	Iteration 80F: 3 clusters Score -772395.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -772401.187500 Penalty: 2947.764160
	Iteration 81Q: 3 clusters Score -772401.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -772404.625000 Penalty: 2947.764160
	Iteration 82Q: 3 clusters Score -772404.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -772414.312500 Penalty: 2947.764160
	Iteration 83Q: 3 clusters Score -772414.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -772424.125000 Penalty: 2947.764160
	Iteration 84Q: 3 clusters Score -772424.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -772437.937500 Penalty: 2947.764160
	Iteration 85Q: 3 clusters Score -772437.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -772452.187500 Penalty: 2947.764160
	Iteration 86Q: 3 clusters Score -772452.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -772464.062500 Penalty: 2947.764160
	Iteration 87Q: 3 clusters Score -772464.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -772475.812500 Penalty: 2947.764160
	Iteration 88Q: 3 clusters Score -772475.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -772484.562500 Penalty: 2947.764160
	Iteration 89Q: 3 clusters Score -772484.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -772497.312500 Penalty: 2947.764160
	Iteration 90Q: 3 clusters Score -772497.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -772508.437500 Penalty: 2947.764160
	Iteration 91Q: 3 clusters Score -772508.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -772517.687500 Penalty: 2947.764160
	Iteration 92Q: 3 clusters Score -772517.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -772525.125000 Penalty: 2947.764160
	Iteration 93Q: 3 clusters Score -772525.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -772533.312500 Penalty: 2947.764160
	Iteration 94Q: 3 clusters Score -772533.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -772541.687500 Penalty: 2947.764160
	Iteration 95Q: 3 clusters Score -772541.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -772550.250000 Penalty: 2947.764160
	Iteration 96Q: 3 clusters Score -772550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -772556.812500 Penalty: 2947.764160
	Iteration 97Q: 3 clusters Score -772556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -772558.250000 Penalty: 2947.764160
	Iteration 98Q: 3 clusters Score -772558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -772562.375000 Penalty: 2947.764160
	Iteration 99Q: 3 clusters Score -772562.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -772567.750000 Penalty: 2947.764160
	Iteration 100F: 3 clusters Score -772567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -772572.187500 Penalty: 2947.764160
	Iteration 101Q: 3 clusters Score -772572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -772578.437500 Penalty: 2947.764160
	Iteration 102Q: 3 clusters Score -772578.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -772583.375000 Penalty: 2947.764160
	Iteration 103Q: 3 clusters Score -772583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -772587.062500 Penalty: 2947.764160
	Iteration 104Q: 3 clusters Score -772587.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -772588.062500 Penalty: 2947.764160
	Iteration 105Q: 3 clusters Score -772588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -772592.937500 Penalty: 2947.764160
	Iteration 106Q: 3 clusters Score -772592.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -772599.062500 Penalty: 2947.764160
	Iteration 107Q: 3 clusters Score -772599.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -772604.875000 Penalty: 2947.764160
	Iteration 108Q: 3 clusters Score -772604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -772609.000000 Penalty: 2947.764160
	Iteration 109Q: 3 clusters Score -772609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -772611.875000 Penalty: 2947.764160
	Iteration 110Q: 3 clusters Score -772611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -772614.937500 Penalty: 2947.764160
	Iteration 111Q: 3 clusters Score -772614.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -772618.687500 Penalty: 2947.764160
	Iteration 112Q: 3 clusters Score -772618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -772621.250000 Penalty: 2947.764160
	Iteration 113Q: 3 clusters Score -772621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -772623.812500 Penalty: 2947.764160
	Iteration 114Q: 3 clusters Score -772623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -772627.187500 Penalty: 2947.764160
	Iteration 115Q: 3 clusters Score -772627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -772633.000000 Penalty: 2947.764160
	Iteration 116Q: 3 clusters Score -772633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -772635.875000 Penalty: 2947.764160
	Iteration 117Q: 3 clusters Score -772635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -772639.375000 Penalty: 2947.764160
	Iteration 118Q: 3 clusters Score -772639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -772641.250000 Penalty: 2947.764160
	Iteration 119Q: 3 clusters Score -772641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -772643.062500 Penalty: 2947.764160
	Iteration 120F: 3 clusters Score -772643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -772646.750000 Penalty: 2947.764160
	Iteration 121Q: 3 clusters Score -772646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -772646.625000 Penalty: 2947.764160
	Iteration 122Q: 3 clusters Score -772646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -772647.000000 Penalty: 2947.764160
	Iteration 123Q: 3 clusters Score -772647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -772648.375000 Penalty: 2947.764160
	Iteration 124Q: 3 clusters Score -772648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -772651.000000 Penalty: 2947.764160
	Iteration 125Q: 3 clusters Score -772651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -772652.625000 Penalty: 2947.764160
	Iteration 126Q: 3 clusters Score -772652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -772654.250000 Penalty: 2947.764160
	Iteration 127Q: 3 clusters Score -772654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -772656.875000 Penalty: 2947.764160
	Iteration 128Q: 3 clusters Score -772656.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -772659.062500 Penalty: 2947.764160
	Iteration 129Q: 3 clusters Score -772659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -772661.000000 Penalty: 2947.764160
	Iteration 130Q: 3 clusters Score -772661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -772661.875000 Penalty: 2947.764160
	Iteration 131Q: 3 clusters Score -772661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -772661.500000 Penalty: 2947.764160
	Iteration 132Q: 3 clusters Score -772661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -772662.125000 Penalty: 2947.764160
	Iteration 133Q: 3 clusters Score -772662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -772662.125000 Penalty: 2947.764160
	Iteration 134F: 3 clusters Score -772662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174308 members 
Entering Unmasked Estep 
Score: -16313051.000000 Penalty: 1961.144043
	Iteration 0F: 2 clusters Score -1.631305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 86968 members 
Entering Unmasked Estep 
Score: -16196797.000000 Penalty: 3922.288086
	Iteration 0F: 3 clusters Score -1.61968e+07 nChanged 84456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -16247684.000000 Penalty: 3922.288086
	Iteration 1F: 3 clusters Score -1.624768e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -16249422.000000 Penalty: 3922.288086
	Iteration 2Q: 3 clusters Score -1.624942e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 72855 members 
Entering Unmasked Estep 
Score: -16252307.000000 Penalty: 3922.288086
	Iteration 3Q: 3 clusters Score -1.625231e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -16257434.000000 Penalty: 3922.288086
	Iteration 4F: 3 clusters Score -1.625743e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -16266354.000000 Penalty: 3922.288086
	Iteration 5F: 3 clusters Score -1.626635e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127031 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -16278128.000000 Penalty: 3922.288086
	Iteration 6F: 3 clusters Score -1.627813e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132889 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -16288853.000000 Penalty: 3922.288086
	Iteration 7F: 3 clusters Score -1.628885e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135173 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -16294262.000000 Penalty: 3922.288086
	Iteration 8Q: 3 clusters Score -1.629426e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136237 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -16296107.000000 Penalty: 3922.288086
	Iteration 9Q: 3 clusters Score -1.629611e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136951 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -16297508.000000 Penalty: 3922.288086
	Iteration 10Q: 3 clusters Score -1.629751e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137591 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -16298858.000000 Penalty: 3922.288086
	Iteration 11Q: 3 clusters Score -1.629886e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -16300056.000000 Penalty: 3922.288086
	Iteration 12Q: 3 clusters Score -1.630006e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -16300967.000000 Penalty: 3922.288086
	Iteration 13Q: 3 clusters Score -1.630097e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -16301759.000000 Penalty: 3922.288086
	Iteration 14Q: 3 clusters Score -1.630176e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139139 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -16302435.000000 Penalty: 3922.288086
	Iteration 15Q: 3 clusters Score -1.630244e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -16302847.000000 Penalty: 3922.288086
	Iteration 16Q: 3 clusters Score -1.630285e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139679 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -16303085.000000 Penalty: 3922.288086
	Iteration 17Q: 3 clusters Score -1.630308e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139963 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -16303394.000000 Penalty: 3922.288086
	Iteration 18Q: 3 clusters Score -1.630339e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140207 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -16303553.000000 Penalty: 3922.288086
	Iteration 19Q: 3 clusters Score -1.630355e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140461 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -16303740.000000 Penalty: 3922.288086
	Iteration 20F: 3 clusters Score -1.630374e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140704 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -16303876.000000 Penalty: 3922.288086
	Iteration 21Q: 3 clusters Score -1.630388e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -16304018.000000 Penalty: 3922.288086
	Iteration 22Q: 3 clusters Score -1.630402e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -16304091.000000 Penalty: 3922.288086
	Iteration 23Q: 3 clusters Score -1.630409e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141384 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -16304127.000000 Penalty: 3922.288086
	Iteration 24Q: 3 clusters Score -1.630413e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141621 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -16304239.000000 Penalty: 3922.288086
	Iteration 25Q: 3 clusters Score -1.630424e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141879 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -16304352.000000 Penalty: 3922.288086
	Iteration 26Q: 3 clusters Score -1.630435e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142142 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -16304416.000000 Penalty: 3922.288086
	Iteration 27Q: 3 clusters Score -1.630442e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -16304445.000000 Penalty: 3922.288086
	Iteration 28Q: 3 clusters Score -1.630444e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -16304551.000000 Penalty: 3922.288086
	Iteration 29Q: 3 clusters Score -1.630455e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -16304660.000000 Penalty: 3922.288086
	Iteration 30Q: 3 clusters Score -1.630466e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -16304704.000000 Penalty: 3922.288086
	Iteration 31Q: 3 clusters Score -1.63047e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143169 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -16304747.000000 Penalty: 3922.288086
	Iteration 32Q: 3 clusters Score -1.630475e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -16304759.000000 Penalty: 3922.288086
	Iteration 33Q: 3 clusters Score -1.630476e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143513 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -16304818.000000 Penalty: 3922.288086
	Iteration 34Q: 3 clusters Score -1.630482e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -16304820.000000 Penalty: 3922.288086
	Iteration 35Q: 3 clusters Score -1.630482e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143873 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -16304905.000000 Penalty: 3922.288086
	Iteration 36Q: 3 clusters Score -1.63049e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144054 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -16304977.000000 Penalty: 3922.288086
	Iteration 37Q: 3 clusters Score -1.630498e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144228 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -16305016.000000 Penalty: 3922.288086
	Iteration 38Q: 3 clusters Score -1.630502e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -16305073.000000 Penalty: 3922.288086
	Iteration 39Q: 3 clusters Score -1.630507e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144539 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -16305093.000000 Penalty: 3922.288086
	Iteration 40F: 3 clusters Score -1.630509e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144672 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -16305156.000000 Penalty: 3922.288086
	Iteration 41Q: 3 clusters Score -1.630516e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144783 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -16305179.000000 Penalty: 3922.288086
	Iteration 42Q: 3 clusters Score -1.630518e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144881 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -16305214.000000 Penalty: 3922.288086
	Iteration 43Q: 3 clusters Score -1.630521e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -16305213.000000 Penalty: 3922.288086
	Iteration 44Q: 3 clusters Score -1.630521e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -16305243.000000 Penalty: 3922.288086
	Iteration 45Q: 3 clusters Score -1.630524e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145191 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -16305289.000000 Penalty: 3922.288086
	Iteration 46Q: 3 clusters Score -1.630529e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145280 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -16305313.000000 Penalty: 3922.288086
	Iteration 47Q: 3 clusters Score -1.630531e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -16305346.000000 Penalty: 3922.288086
	Iteration 48Q: 3 clusters Score -1.630535e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -16305387.000000 Penalty: 3922.288086
	Iteration 49Q: 3 clusters Score -1.630539e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145593 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -16305415.000000 Penalty: 3922.288086
	Iteration 50Q: 3 clusters Score -1.630542e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -16305442.000000 Penalty: 3922.288086
	Iteration 51Q: 3 clusters Score -1.630544e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145783 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -16305483.000000 Penalty: 3922.288086
	Iteration 52Q: 3 clusters Score -1.630548e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145870 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -16305510.000000 Penalty: 3922.288086
	Iteration 53Q: 3 clusters Score -1.630551e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145958 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -16305565.000000 Penalty: 3922.288086
	Iteration 54Q: 3 clusters Score -1.630556e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -16305576.000000 Penalty: 3922.288086
	Iteration 55Q: 3 clusters Score -1.630558e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146130 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -16305585.000000 Penalty: 3922.288086
	Iteration 56Q: 3 clusters Score -1.630558e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146208 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -16305606.000000 Penalty: 3922.288086
	Iteration 57Q: 3 clusters Score -1.630561e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146280 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -16305627.000000 Penalty: 3922.288086
	Iteration 58Q: 3 clusters Score -1.630563e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -16305648.000000 Penalty: 3922.288086
	Iteration 59Q: 3 clusters Score -1.630565e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -16305654.000000 Penalty: 3922.288086
	Iteration 60F: 3 clusters Score -1.630565e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146501 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -16305669.000000 Penalty: 3922.288086
	Iteration 61Q: 3 clusters Score -1.630567e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146569 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -16305697.000000 Penalty: 3922.288086
	Iteration 62Q: 3 clusters Score -1.63057e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146633 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -16305737.000000 Penalty: 3922.288086
	Iteration 63Q: 3 clusters Score -1.630574e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146686 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -16305765.000000 Penalty: 3922.288086
	Iteration 64Q: 3 clusters Score -1.630576e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146737 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -16305784.000000 Penalty: 3922.288086
	Iteration 65Q: 3 clusters Score -1.630578e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -16305819.000000 Penalty: 3922.288086
	Iteration 66Q: 3 clusters Score -1.630582e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146850 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -16305835.000000 Penalty: 3922.288086
	Iteration 67Q: 3 clusters Score -1.630584e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146899 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -16305849.000000 Penalty: 3922.288086
	Iteration 68Q: 3 clusters Score -1.630585e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146953 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -16305858.000000 Penalty: 3922.288086
	Iteration 69Q: 3 clusters Score -1.630586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -16305885.000000 Penalty: 3922.288086
	Iteration 70Q: 3 clusters Score -1.630588e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -16305864.000000 Penalty: 3922.288086
	Iteration 71Q: 3 clusters Score -1.630586e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -16305859.000000 Penalty: 3922.288086
	Iteration 72Q: 3 clusters Score -1.630586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -16305886.000000 Penalty: 3922.288086
	Iteration 73Q: 3 clusters Score -1.630589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -16305909.000000 Penalty: 3922.288086
	Iteration 74Q: 3 clusters Score -1.630591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -16305916.000000 Penalty: 3922.288086
	Iteration 75Q: 3 clusters Score -1.630592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -16305925.000000 Penalty: 3922.288086
	Iteration 76Q: 3 clusters Score -1.630592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147245 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -16305940.000000 Penalty: 3922.288086
	Iteration 77Q: 3 clusters Score -1.630594e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147291 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -16305937.000000 Penalty: 3922.288086
	Iteration 78Q: 3 clusters Score -1.630594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -16305959.000000 Penalty: 3922.288086
	Iteration 79Q: 3 clusters Score -1.630596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147369 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -16305964.000000 Penalty: 3922.288086
	Iteration 80F: 3 clusters Score -1.630596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -16305966.000000 Penalty: 3922.288086
	Iteration 81Q: 3 clusters Score -1.630597e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147437 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -16306000.000000 Penalty: 3922.288086
	Iteration 82Q: 3 clusters Score -1.6306e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -16306012.000000 Penalty: 3922.288086
	Iteration 83Q: 3 clusters Score -1.630601e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -16306048.000000 Penalty: 3922.288086
	Iteration 84Q: 3 clusters Score -1.630605e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147595 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -16306028.000000 Penalty: 3922.288086
	Iteration 85Q: 3 clusters Score -1.630603e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147660 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -16306024.000000 Penalty: 3922.288086
	Iteration 86Q: 3 clusters Score -1.630602e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -16305988.000000 Penalty: 3922.288086
	Iteration 87Q: 3 clusters Score -1.630599e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147766 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -16306031.000000 Penalty: 3922.288086
	Iteration 88Q: 3 clusters Score -1.630603e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147818 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -16306041.000000 Penalty: 3922.288086
	Iteration 89Q: 3 clusters Score -1.630604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -16306050.000000 Penalty: 3922.288086
	Iteration 90Q: 3 clusters Score -1.630605e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -16306063.000000 Penalty: 3922.288086
	Iteration 91Q: 3 clusters Score -1.630606e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -16306091.000000 Penalty: 3922.288086
	Iteration 92Q: 3 clusters Score -1.630609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -16306095.000000 Penalty: 3922.288086
	Iteration 93Q: 3 clusters Score -1.63061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148066 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -16306094.000000 Penalty: 3922.288086
	Iteration 94Q: 3 clusters Score -1.630609e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148122 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -16306107.000000 Penalty: 3922.288086
	Iteration 95Q: 3 clusters Score -1.630611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148177 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -16306150.000000 Penalty: 3922.288086
	Iteration 96Q: 3 clusters Score -1.630615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148225 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -16306158.000000 Penalty: 3922.288086
	Iteration 97Q: 3 clusters Score -1.630616e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -16306166.000000 Penalty: 3922.288086
	Iteration 98Q: 3 clusters Score -1.630617e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148319 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -16306214.000000 Penalty: 3922.288086
	Iteration 99Q: 3 clusters Score -1.630621e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148375 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -16306229.000000 Penalty: 3922.288086
	Iteration 100F: 3 clusters Score -1.630623e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148437 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -16306236.000000 Penalty: 3922.288086
	Iteration 101Q: 3 clusters Score -1.630624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -16306247.000000 Penalty: 3922.288086
	Iteration 102Q: 3 clusters Score -1.630625e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -16306275.000000 Penalty: 3922.288086
	Iteration 103Q: 3 clusters Score -1.630628e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -16306292.000000 Penalty: 3922.288086
	Iteration 104Q: 3 clusters Score -1.630629e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -16306315.000000 Penalty: 3922.288086
	Iteration 105Q: 3 clusters Score -1.630632e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148829 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -16306388.000000 Penalty: 3922.288086
	Iteration 106Q: 3 clusters Score -1.630639e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148911 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -16306421.000000 Penalty: 3922.288086
	Iteration 107Q: 3 clusters Score -1.630642e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148999 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -16306480.000000 Penalty: 3922.288086
	Iteration 108Q: 3 clusters Score -1.630648e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149090 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -16306542.000000 Penalty: 3922.288086
	Iteration 109Q: 3 clusters Score -1.630654e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149188 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -16306580.000000 Penalty: 3922.288086
	Iteration 110Q: 3 clusters Score -1.630658e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149289 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -16306627.000000 Penalty: 3922.288086
	Iteration 111Q: 3 clusters Score -1.630663e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -16306725.000000 Penalty: 3922.288086
	Iteration 112Q: 3 clusters Score -1.630672e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -16306781.000000 Penalty: 3922.288086
	Iteration 113Q: 3 clusters Score -1.630678e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149624 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -16306860.000000 Penalty: 3922.288086
	Iteration 114Q: 3 clusters Score -1.630686e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -16306960.000000 Penalty: 3922.288086
	Iteration 115Q: 3 clusters Score -1.630696e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149882 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -16307035.000000 Penalty: 3922.288086
	Iteration 116Q: 3 clusters Score -1.630704e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -16307084.000000 Penalty: 3922.288086
	Iteration 117Q: 3 clusters Score -1.630708e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -16307202.000000 Penalty: 3922.288086
	Iteration 118Q: 3 clusters Score -1.63072e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -16307243.000000 Penalty: 3922.288086
	Iteration 119Q: 3 clusters Score -1.630724e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -16307293.000000 Penalty: 3922.288086
	Iteration 120F: 3 clusters Score -1.630729e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150594 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -16307365.000000 Penalty: 3922.288086
	Iteration 121Q: 3 clusters Score -1.630736e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150775 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -16307437.000000 Penalty: 3922.288086
	Iteration 122Q: 3 clusters Score -1.630744e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -16307577.000000 Penalty: 3922.288086
	Iteration 123Q: 3 clusters Score -1.630758e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151133 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -16307670.000000 Penalty: 3922.288086
	Iteration 124Q: 3 clusters Score -1.630767e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -16307797.000000 Penalty: 3922.288086
	Iteration 125Q: 3 clusters Score -1.63078e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151611 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -16307847.000000 Penalty: 3922.288086
	Iteration 126Q: 3 clusters Score -1.630785e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151891 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -16307999.000000 Penalty: 3922.288086
	Iteration 127Q: 3 clusters Score -1.6308e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152177 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -16308117.000000 Penalty: 3922.288086
	Iteration 128Q: 3 clusters Score -1.630812e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152444 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -16308295.000000 Penalty: 3922.288086
	Iteration 129Q: 3 clusters Score -1.63083e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -16308357.000000 Penalty: 3922.288086
	Iteration 130Q: 3 clusters Score -1.630836e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -16308472.000000 Penalty: 3922.288086
	Iteration 131Q: 3 clusters Score -1.630847e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153228 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -16308589.000000 Penalty: 3922.288086
	Iteration 132Q: 3 clusters Score -1.630859e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153460 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -16308663.000000 Penalty: 3922.288086
	Iteration 133Q: 3 clusters Score -1.630866e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153682 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -16308731.000000 Penalty: 3922.288086
	Iteration 134Q: 3 clusters Score -1.630873e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153881 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -16308839.000000 Penalty: 3922.288086
	Iteration 135Q: 3 clusters Score -1.630884e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -16308944.000000 Penalty: 3922.288086
	Iteration 136Q: 3 clusters Score -1.630894e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154246 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -16308999.000000 Penalty: 3922.288086
	Iteration 137Q: 3 clusters Score -1.6309e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -16309065.000000 Penalty: 3922.288086
	Iteration 138Q: 3 clusters Score -1.630906e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -16309139.000000 Penalty: 3922.288086
	Iteration 139Q: 3 clusters Score -1.630914e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -16309200.000000 Penalty: 3922.288086
	Iteration 140F: 3 clusters Score -1.63092e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154891 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -16309266.000000 Penalty: 3922.288086
	Iteration 141Q: 3 clusters Score -1.630927e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155062 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -16309287.000000 Penalty: 3922.288086
	Iteration 142Q: 3 clusters Score -1.630929e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155239 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -16309354.000000 Penalty: 3922.288086
	Iteration 143Q: 3 clusters Score -1.630935e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155415 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -16309410.000000 Penalty: 3922.288086
	Iteration 144Q: 3 clusters Score -1.630941e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -16309470.000000 Penalty: 3922.288086
	Iteration 145Q: 3 clusters Score -1.630947e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155813 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -16309523.000000 Penalty: 3922.288086
	Iteration 146Q: 3 clusters Score -1.630952e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156003 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -16309576.000000 Penalty: 3922.288086
	Iteration 147Q: 3 clusters Score -1.630958e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156187 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -16309689.000000 Penalty: 3922.288086
	Iteration 148Q: 3 clusters Score -1.630969e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156383 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -16309684.000000 Penalty: 3922.288086
	Iteration 149Q: 3 clusters Score -1.630968e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156587 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -16309743.000000 Penalty: 3922.288086
	Iteration 150Q: 3 clusters Score -1.630974e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -16309831.000000 Penalty: 3922.288086
	Iteration 151Q: 3 clusters Score -1.630983e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157006 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -16309880.000000 Penalty: 3922.288086
	Iteration 152Q: 3 clusters Score -1.630988e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157201 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -16309961.000000 Penalty: 3922.288086
	Iteration 153Q: 3 clusters Score -1.630996e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157396 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -16309980.000000 Penalty: 3922.288086
	Iteration 154Q: 3 clusters Score -1.630998e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157558 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -16310057.000000 Penalty: 3922.288086
	Iteration 155Q: 3 clusters Score -1.631006e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157745 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -16310090.000000 Penalty: 3922.288086
	Iteration 156Q: 3 clusters Score -1.631009e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -16310147.000000 Penalty: 3922.288086
	Iteration 157Q: 3 clusters Score -1.631015e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -16310232.000000 Penalty: 3922.288086
	Iteration 158Q: 3 clusters Score -1.631023e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -16310231.000000 Penalty: 3922.288086
	Iteration 159Q: 3 clusters Score -1.631023e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158599 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -16310278.000000 Penalty: 3922.288086
	Iteration 160F: 3 clusters Score -1.631028e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -16310352.000000 Penalty: 3922.288086
	Iteration 161Q: 3 clusters Score -1.631035e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159063 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -16310365.000000 Penalty: 3922.288086
	Iteration 162Q: 3 clusters Score -1.631036e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -16310473.000000 Penalty: 3922.288086
	Iteration 163Q: 3 clusters Score -1.631047e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -16310580.000000 Penalty: 3922.288086
	Iteration 164Q: 3 clusters Score -1.631058e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159801 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -16310618.000000 Penalty: 3922.288086
	Iteration 165Q: 3 clusters Score -1.631062e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -16310679.000000 Penalty: 3922.288086
	Iteration 166Q: 3 clusters Score -1.631068e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160290 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -16310744.000000 Penalty: 3922.288086
	Iteration 167Q: 3 clusters Score -1.631074e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160541 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -16310791.000000 Penalty: 3922.288086
	Iteration 168Q: 3 clusters Score -1.631079e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160791 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -16310842.000000 Penalty: 3922.288086
	Iteration 169Q: 3 clusters Score -1.631084e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -16310856.000000 Penalty: 3922.288086
	Iteration 170Q: 3 clusters Score -1.631086e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -16310857.000000 Penalty: 3922.288086
	Iteration 171Q: 3 clusters Score -1.631086e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -16310908.000000 Penalty: 3922.288086
	Iteration 172Q: 3 clusters Score -1.631091e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161774 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -16310964.000000 Penalty: 3922.288086
	Iteration 173Q: 3 clusters Score -1.631096e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -16310960.000000 Penalty: 3922.288086
	Iteration 174Q: 3 clusters Score -1.631096e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -16310987.000000 Penalty: 3922.288086
	Iteration 175Q: 3 clusters Score -1.631099e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -16311041.000000 Penalty: 3922.288086
	Iteration 176Q: 3 clusters Score -1.631104e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162681 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -16311100.000000 Penalty: 3922.288086
	Iteration 177Q: 3 clusters Score -1.63111e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162945 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -16311169.000000 Penalty: 3922.288086
	Iteration 178Q: 3 clusters Score -1.631117e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -16311199.000000 Penalty: 3922.288086
	Iteration 179Q: 3 clusters Score -1.63112e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163381 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -16311218.000000 Penalty: 3922.288086
	Iteration 180F: 3 clusters Score -1.631122e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163598 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -16311266.000000 Penalty: 3922.288086
	Iteration 181Q: 3 clusters Score -1.631127e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -16311288.000000 Penalty: 3922.288086
	Iteration 182Q: 3 clusters Score -1.631129e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -16311323.000000 Penalty: 3922.288086
	Iteration 183Q: 3 clusters Score -1.631132e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -16311325.000000 Penalty: 3922.288086
	Iteration 184Q: 3 clusters Score -1.631132e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164345 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -16311306.000000 Penalty: 3922.288086
	Iteration 185Q: 3 clusters Score -1.631131e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164517 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -16311359.000000 Penalty: 3922.288086
	Iteration 186Q: 3 clusters Score -1.631136e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164704 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -16311418.000000 Penalty: 3922.288086
	Iteration 187Q: 3 clusters Score -1.631142e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164870 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -16311445.000000 Penalty: 3922.288086
	Iteration 188Q: 3 clusters Score -1.631144e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165026 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -16311415.000000 Penalty: 3922.288086
	Iteration 189Q: 3 clusters Score -1.631142e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -16311407.000000 Penalty: 3922.288086
	Iteration 190Q: 3 clusters Score -1.631141e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165339 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -16311414.000000 Penalty: 3922.288086
	Iteration 191Q: 3 clusters Score -1.631141e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -16311405.000000 Penalty: 3922.288086
	Iteration 192Q: 3 clusters Score -1.63114e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165676 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -16311382.000000 Penalty: 3922.288086
	Iteration 193Q: 3 clusters Score -1.631138e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -16311389.000000 Penalty: 3922.288086
	Iteration 194Q: 3 clusters Score -1.631139e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166016 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -16311400.000000 Penalty: 3922.288086
	Iteration 195Q: 3 clusters Score -1.63114e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -16311422.000000 Penalty: 3922.288086
	Iteration 196Q: 3 clusters Score -1.631142e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166367 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -16311423.000000 Penalty: 3922.288086
	Iteration 197Q: 3 clusters Score -1.631142e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -16311452.000000 Penalty: 3922.288086
	Iteration 198Q: 3 clusters Score -1.631145e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166736 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -16311431.000000 Penalty: 3922.288086
	Iteration 199Q: 3 clusters Score -1.631143e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -16311483.000000 Penalty: 3922.288086
	Iteration 200F: 3 clusters Score -1.631148e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167085 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -16311481.000000 Penalty: 3922.288086
	Iteration 201Q: 3 clusters Score -1.631148e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -16311463.000000 Penalty: 3922.288086
	Iteration 202Q: 3 clusters Score -1.631146e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167469 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -16311448.000000 Penalty: 3922.288086
	Iteration 203Q: 3 clusters Score -1.631145e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167660 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -16311448.000000 Penalty: 3922.288086
	Iteration 204Q: 3 clusters Score -1.631145e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -16311387.000000 Penalty: 3922.288086
	Iteration 205Q: 3 clusters Score -1.631139e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -16311435.000000 Penalty: 3922.288086
	Iteration 206Q: 3 clusters Score -1.631144e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -16311440.000000 Penalty: 3922.288086
	Iteration 207Q: 3 clusters Score -1.631144e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168337 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -16311483.000000 Penalty: 3922.288086
	Iteration 208Q: 3 clusters Score -1.631148e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -16311514.000000 Penalty: 3922.288086
	Iteration 209Q: 3 clusters Score -1.631151e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -16311516.000000 Penalty: 3922.288086
	Iteration 210Q: 3 clusters Score -1.631152e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168820 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -16311499.000000 Penalty: 3922.288086
	Iteration 211Q: 3 clusters Score -1.63115e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -16311502.000000 Penalty: 3922.288086
	Iteration 212Q: 3 clusters Score -1.63115e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169126 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -16311486.000000 Penalty: 3922.288086
	Iteration 213Q: 3 clusters Score -1.631149e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -16311503.000000 Penalty: 3922.288086
	Iteration 214Q: 3 clusters Score -1.63115e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -16311495.000000 Penalty: 3922.288086
	Iteration 215Q: 3 clusters Score -1.63115e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169534 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -16311501.000000 Penalty: 3922.288086
	Iteration 216Q: 3 clusters Score -1.63115e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -16311513.000000 Penalty: 3922.288086
	Iteration 217Q: 3 clusters Score -1.631151e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169762 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -16311507.000000 Penalty: 3922.288086
	Iteration 218Q: 3 clusters Score -1.631151e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169864 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -16311506.000000 Penalty: 3922.288086
	Iteration 219Q: 3 clusters Score -1.631151e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -16311478.000000 Penalty: 3922.288086
	Iteration 220F: 3 clusters Score -1.631148e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170064 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -16311507.000000 Penalty: 3922.288086
	Iteration 221Q: 3 clusters Score -1.631151e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170164 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -16311519.000000 Penalty: 3922.288086
	Iteration 222Q: 3 clusters Score -1.631152e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -16311509.000000 Penalty: 3922.288086
	Iteration 223Q: 3 clusters Score -1.631151e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170383 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -16311531.000000 Penalty: 3922.288086
	Iteration 224Q: 3 clusters Score -1.631153e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170494 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -16311533.000000 Penalty: 3922.288086
	Iteration 225Q: 3 clusters Score -1.631153e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -16311541.000000 Penalty: 3922.288086
	Iteration 226Q: 3 clusters Score -1.631154e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170724 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -16311549.000000 Penalty: 3922.288086
	Iteration 227Q: 3 clusters Score -1.631155e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -16311568.000000 Penalty: 3922.288086
	Iteration 228Q: 3 clusters Score -1.631157e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -16311594.000000 Penalty: 3922.288086
	Iteration 229Q: 3 clusters Score -1.631159e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -16311577.000000 Penalty: 3922.288086
	Iteration 230Q: 3 clusters Score -1.631158e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171149 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -16311616.000000 Penalty: 3922.288086
	Iteration 231Q: 3 clusters Score -1.631162e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -16311614.000000 Penalty: 3922.288086
	Iteration 232Q: 3 clusters Score -1.631161e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171305 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -16311602.000000 Penalty: 3922.288086
	Iteration 233Q: 3 clusters Score -1.63116e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -16311575.000000 Penalty: 3922.288086
	Iteration 234Q: 3 clusters Score -1.631158e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171450 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -16311568.000000 Penalty: 3922.288086
	Iteration 235Q: 3 clusters Score -1.631157e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171529 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -16311539.000000 Penalty: 3922.288086
	Iteration 236Q: 3 clusters Score -1.631154e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171621 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -16311539.000000 Penalty: 3922.288086
	Iteration 237Q: 3 clusters Score -1.631154e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171706 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -16311535.000000 Penalty: 3922.288086
	Iteration 238Q: 3 clusters Score -1.631154e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171778 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -16311545.000000 Penalty: 3922.288086
	Iteration 239Q: 3 clusters Score -1.631154e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171850 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -16311556.000000 Penalty: 3922.288086
	Iteration 240F: 3 clusters Score -1.631156e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -16311561.000000 Penalty: 3922.288086
	Iteration 241Q: 3 clusters Score -1.631156e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171976 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -16311558.000000 Penalty: 3922.288086
	Iteration 242Q: 3 clusters Score -1.631156e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172037 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -16311566.000000 Penalty: 3922.288086
	Iteration 243Q: 3 clusters Score -1.631157e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172092 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -16311546.000000 Penalty: 3922.288086
	Iteration 244Q: 3 clusters Score -1.631155e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172144 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -16311592.000000 Penalty: 3922.288086
	Iteration 245Q: 3 clusters Score -1.631159e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172213 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -16311599.000000 Penalty: 3922.288086
	Iteration 246Q: 3 clusters Score -1.63116e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172291 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -16311609.000000 Penalty: 3922.288086
	Iteration 247Q: 3 clusters Score -1.631161e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -16311601.000000 Penalty: 3922.288086
	Iteration 248Q: 3 clusters Score -1.63116e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -16311621.000000 Penalty: 3922.288086
	Iteration 249Q: 3 clusters Score -1.631162e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172547 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16311641.000000 Penalty: 3922.288086
	Iteration 250Q: 3 clusters Score -1.631164e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172602 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16311647.000000 Penalty: 3922.288086
	Iteration 251Q: 3 clusters Score -1.631165e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172649 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16311643.000000 Penalty: 3922.288086
	Iteration 252Q: 3 clusters Score -1.631164e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172702 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -16311636.000000 Penalty: 3922.288086
	Iteration 253Q: 3 clusters Score -1.631164e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172755 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16311623.000000 Penalty: 3922.288086
	Iteration 254Q: 3 clusters Score -1.631162e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16311613.000000 Penalty: 3922.288086
	Iteration 255Q: 3 clusters Score -1.631161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172849 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16311628.000000 Penalty: 3922.288086
	Iteration 256Q: 3 clusters Score -1.631163e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172898 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -16311629.000000 Penalty: 3922.288086
	Iteration 257Q: 3 clusters Score -1.631163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172942 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16311641.000000 Penalty: 3922.288086
	Iteration 258Q: 3 clusters Score -1.631164e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172985 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -16311614.000000 Penalty: 3922.288086
	Iteration 259Q: 3 clusters Score -1.631161e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173028 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -16311631.000000 Penalty: 3922.288086
	Iteration 260F: 3 clusters Score -1.631163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173064 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -16311636.000000 Penalty: 3922.288086
	Iteration 261Q: 3 clusters Score -1.631164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16311624.000000 Penalty: 3922.288086
	Iteration 262Q: 3 clusters Score -1.631162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16311638.000000 Penalty: 3922.288086
	Iteration 263Q: 3 clusters Score -1.631164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173161 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -16311612.000000 Penalty: 3922.288086
	Iteration 264Q: 3 clusters Score -1.631161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173195 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16311601.000000 Penalty: 3922.288086
	Iteration 265Q: 3 clusters Score -1.63116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173225 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16311601.000000 Penalty: 3922.288086
	Iteration 266Q: 3 clusters Score -1.63116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173244 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -16311599.000000 Penalty: 3922.288086
	Iteration 267Q: 3 clusters Score -1.63116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173256 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16311601.000000 Penalty: 3922.288086
	Iteration 268Q: 3 clusters Score -1.63116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173266 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16311607.000000 Penalty: 3922.288086
	Iteration 269Q: 3 clusters Score -1.631161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173279 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16311615.000000 Penalty: 3922.288086
	Iteration 270Q: 3 clusters Score -1.631162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173291 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16311622.000000 Penalty: 3922.288086
	Iteration 271Q: 3 clusters Score -1.631162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16311606.000000 Penalty: 3922.288086
	Iteration 272Q: 3 clusters Score -1.631161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -16311612.000000 Penalty: 3922.288086
	Iteration 273Q: 3 clusters Score -1.631161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -16311619.000000 Penalty: 3922.288086
	Iteration 274Q: 3 clusters Score -1.631162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16311610.000000 Penalty: 3922.288086
	Iteration 275Q: 3 clusters Score -1.631161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16311616.000000 Penalty: 3922.288086
	Iteration 276Q: 3 clusters Score -1.631162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173344 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16311618.000000 Penalty: 3922.288086
	Iteration 277Q: 3 clusters Score -1.631162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16311627.000000 Penalty: 3922.288086
	Iteration 278Q: 3 clusters Score -1.631163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173354 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16311625.000000 Penalty: 3922.288086
	Iteration 279Q: 3 clusters Score -1.631162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173360 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16311622.000000 Penalty: 3922.288086
	Iteration 280F: 3 clusters Score -1.631162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16311618.000000 Penalty: 3922.288086
	Iteration 281Q: 3 clusters Score -1.631162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16311618.000000 Penalty: 3922.288086
	Iteration 282Q: 3 clusters Score -1.631162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173370 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16311624.000000 Penalty: 3922.288086
	Iteration 283Q: 3 clusters Score -1.631162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173376 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -16311617.000000 Penalty: 3922.288086
	Iteration 284Q: 3 clusters Score -1.631162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173379 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16311615.000000 Penalty: 3922.288086
	Iteration 285Q: 3 clusters Score -1.631162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16311617.000000 Penalty: 3922.288086
	Iteration 286Q: 3 clusters Score -1.631162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173391 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16311618.000000 Penalty: 3922.288086
	Iteration 287Q: 3 clusters Score -1.631162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173398 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -16311618.000000 Penalty: 3922.288086
	Iteration 288Q: 3 clusters Score -1.631162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173401 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16311613.000000 Penalty: 3922.288086
	Iteration 289Q: 3 clusters Score -1.631161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173405 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -16311613.000000 Penalty: 3922.288086
	Iteration 290Q: 3 clusters Score -1.631161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173411 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -16311621.000000 Penalty: 3922.288086
	Iteration 291Q: 3 clusters Score -1.631162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16311635.000000 Penalty: 3922.288086
	Iteration 292Q: 3 clusters Score -1.631164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16311635.000000 Penalty: 3922.288086
	Iteration 293Q: 3 clusters Score -1.631164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173422 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16311633.000000 Penalty: 3922.288086
	Iteration 294Q: 3 clusters Score -1.631163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173422 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16311633.000000 Penalty: 3922.288086
	Iteration 295F: 3 clusters Score -1.631163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Entering Unmasked Estep 
Score: -2793275.000000 Penalty: 1678.868164
	Iteration 0F: 2 clusters Score -2793275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2772648.750000 Penalty: 3357.736328
	Iteration 0F: 3 clusters Score -2772649 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2780320.750000 Penalty: 3357.736328
	Iteration 1F: 3 clusters Score -2780321 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2780725.500000 Penalty: 3357.736328
	Iteration 2Q: 3 clusters Score -2780726 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2781061.000000 Penalty: 3357.736328
	Iteration 3Q: 3 clusters Score -2781061 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2781372.750000 Penalty: 3357.736328
	Iteration 4Q: 3 clusters Score -2781373 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2781721.750000 Penalty: 3357.736328
	Iteration 5Q: 3 clusters Score -2781722 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2782165.250000 Penalty: 3357.736328
	Iteration 6Q: 3 clusters Score -2782165 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2782703.750000 Penalty: 3357.736328
	Iteration 7Q: 3 clusters Score -2782704 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2783439.250000 Penalty: 3357.736328
	Iteration 8Q: 3 clusters Score -2783439 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2784448.250000 Penalty: 3357.736328
	Iteration 9F: 3 clusters Score -2784448 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2785646.000000 Penalty: 3357.736328
	Iteration 10F: 3 clusters Score -2785646 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2786676.250000 Penalty: 3357.736328
	Iteration 11F: 3 clusters Score -2786676 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2787453.250000 Penalty: 3357.736328
	Iteration 12Q: 3 clusters Score -2787453 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2787897.250000 Penalty: 3357.736328
	Iteration 13Q: 3 clusters Score -2787897 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2788254.250000 Penalty: 3357.736328
	Iteration 14Q: 3 clusters Score -2788254 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2788552.250000 Penalty: 3357.736328
	Iteration 15Q: 3 clusters Score -2788552 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2788834.750000 Penalty: 3357.736328
	Iteration 16Q: 3 clusters Score -2788835 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2789093.750000 Penalty: 3357.736328
	Iteration 17Q: 3 clusters Score -2789094 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2789355.750000 Penalty: 3357.736328
	Iteration 18Q: 3 clusters Score -2789356 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2789625.250000 Penalty: 3357.736328
	Iteration 19Q: 3 clusters Score -2789625 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -2789907.250000 Penalty: 3357.736328
	Iteration 20F: 3 clusters Score -2789907 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2790176.500000 Penalty: 3357.736328
	Iteration 21Q: 3 clusters Score -2790176 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -2790442.750000 Penalty: 3357.736328
	Iteration 22Q: 3 clusters Score -2790443 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -2790681.500000 Penalty: 3357.736328
	Iteration 23Q: 3 clusters Score -2790682 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -2790900.500000 Penalty: 3357.736328
	Iteration 24Q: 3 clusters Score -2790900 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -2791108.250000 Penalty: 3357.736328
	Iteration 25Q: 3 clusters Score -2791108 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -2791274.250000 Penalty: 3357.736328
	Iteration 26Q: 3 clusters Score -2791274 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -2791417.500000 Penalty: 3357.736328
	Iteration 27Q: 3 clusters Score -2791418 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -2791541.500000 Penalty: 3357.736328
	Iteration 28Q: 3 clusters Score -2791542 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -2791640.500000 Penalty: 3357.736328
	Iteration 29Q: 3 clusters Score -2791640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -2791720.250000 Penalty: 3357.736328
	Iteration 30Q: 3 clusters Score -2791720 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -2791802.250000 Penalty: 3357.736328
	Iteration 31Q: 3 clusters Score -2791802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -2791868.000000 Penalty: 3357.736328
	Iteration 32Q: 3 clusters Score -2791868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -2791895.500000 Penalty: 3357.736328
	Iteration 33Q: 3 clusters Score -2791896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -2791903.250000 Penalty: 3357.736328
	Iteration 34Q: 3 clusters Score -2791903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -2791927.250000 Penalty: 3357.736328
	Iteration 35Q: 3 clusters Score -2791927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -2791945.500000 Penalty: 3357.736328
	Iteration 36Q: 3 clusters Score -2791946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -2791961.250000 Penalty: 3357.736328
	Iteration 37Q: 3 clusters Score -2791961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -2791973.500000 Penalty: 3357.736328
	Iteration 38Q: 3 clusters Score -2791974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -2791985.000000 Penalty: 3357.736328
	Iteration 39Q: 3 clusters Score -2791985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -2791992.250000 Penalty: 3357.736328
	Iteration 40F: 3 clusters Score -2791992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -2791991.500000 Penalty: 3357.736328
	Iteration 41Q: 3 clusters Score -2791992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -2791997.250000 Penalty: 3357.736328
	Iteration 42Q: 3 clusters Score -2791997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -2791999.750000 Penalty: 3357.736328
	Iteration 43Q: 3 clusters Score -2792000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -2792001.750000 Penalty: 3357.736328
	Iteration 44Q: 3 clusters Score -2792002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -2792006.500000 Penalty: 3357.736328
	Iteration 45Q: 3 clusters Score -2792006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -2792004.750000 Penalty: 3357.736328
	Iteration 46Q: 3 clusters Score -2792005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -2792006.000000 Penalty: 3357.736328
	Iteration 47Q: 3 clusters Score -2792006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -2792006.000000 Penalty: 3357.736328
	Iteration 48F: 3 clusters Score -2792006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -11028.324219 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -11028.32 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 140 members 
Entering Unmasked Estep 
Score: -10286.628906 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -10286.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10478.166016 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -10478.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10592.817383 Penalty: 1814.636230
	Iteration 2F: 3 clusters Score -10592.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10616.970703 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -10616.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10634.212891 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -10634.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10637.010742 Penalty: 1814.636230
	Iteration 5Q: 3 clusters Score -10637.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10637.010742 Penalty: 1814.636230
	Iteration 6F: 3 clusters Score -10637.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -15734.983398 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -15734.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14967.672852 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -14967.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15075.144531 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -15075.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15172.464844 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -15172.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15256.706055 Penalty: 1790.551270
	Iteration 3F: 3 clusters Score -15256.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15340.201172 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -15340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15374.067383 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -15374.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15394.466797 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -15394.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15396.822266 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -15396.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15396.822266 Penalty: 1790.551270
	Iteration 8F: 3 clusters Score -15396.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120585 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143929 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169553 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174308 members 
Mstep: Class 19 contains 30684 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454836.000000 Penalty: 46052.835938
Iteration 239Q: 22 clusters Score -6.645484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120587 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143925 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169555 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174308 members 
Mstep: Class 19 contains 30684 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454860.000000 Penalty: 46052.835938
Iteration 240F: 22 clusters Score -6.645486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120590 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143918 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169559 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174307 members 
Mstep: Class 19 contains 30685 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454880.000000 Penalty: 46052.835938
Iteration 241Q: 22 clusters Score -6.645488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120595 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143916 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169560 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174303 members 
Mstep: Class 19 contains 30685 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454892.000000 Penalty: 46052.835938
Iteration 242Q: 22 clusters Score -6.645489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120599 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143911 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169564 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174300 members 
Mstep: Class 19 contains 30685 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454904.000000 Penalty: 46052.835938
Iteration 243Q: 22 clusters Score -6.64549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120601 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143905 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169567 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174301 members 
Mstep: Class 19 contains 30685 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454864.000000 Penalty: 46052.835938
Iteration 244Q: 22 clusters Score -6.645486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120600 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143899 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169571 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174304 members 
Mstep: Class 19 contains 30685 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454852.000000 Penalty: 46052.835938
Iteration 245Q: 22 clusters Score -6.645485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120600 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143893 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169573 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174307 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454860.000000 Penalty: 46052.835938
Iteration 246Q: 22 clusters Score -6.645486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120600 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143889 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169573 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174312 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454884.000000 Penalty: 46052.835938
Iteration 247Q: 22 clusters Score -6.645488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120603 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143883 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169574 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174314 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454888.000000 Penalty: 46052.835938
Iteration 248Q: 22 clusters Score -6.645489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120603 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143879 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169578 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174313 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454872.000000 Penalty: 46052.835938
Iteration 249Q: 22 clusters Score -6.645487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120605 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143874 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169581 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174315 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454868.000000 Penalty: 46052.835938
Iteration 250Q: 22 clusters Score -6.645487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120606 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143872 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169582 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174316 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454876.000000 Penalty: 46052.835938
Iteration 251Q: 22 clusters Score -6.645488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120608 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143869 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169584 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174315 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454896.000000 Penalty: 46052.835938
Iteration 252Q: 22 clusters Score -6.64549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120608 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143868 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169585 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174315 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454888.000000 Penalty: 46052.835938
Iteration 253Q: 22 clusters Score -6.645489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120607 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143867 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169587 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174315 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454900.000000 Penalty: 46052.835938
Iteration 254Q: 22 clusters Score -6.64549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120608 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143864 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169587 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174317 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454896.000000 Penalty: 46052.835938
Iteration 255Q: 22 clusters Score -6.64549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120609 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143864 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169586 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174318 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454896.000000 Penalty: 46052.835938
Iteration 256Q: 22 clusters Score -6.64549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120609 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143864 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169586 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174319 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454900.000000 Penalty: 46052.835938
Iteration 257Q: 22 clusters Score -6.64549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120610 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143864 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169585 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174319 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454896.000000 Penalty: 46052.835938
Iteration 258Q: 22 clusters Score -6.64549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120611 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143863 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169585 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174319 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454896.000000 Penalty: 46052.835938
Iteration 259Q: 22 clusters Score -6.64549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120613 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143862 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169584 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174319 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454900.000000 Penalty: 46052.835938
Iteration 260F: 22 clusters Score -6.64549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120613 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143861 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169584 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174319 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454912.000000 Penalty: 46052.835938
Iteration 261Q: 22 clusters Score -6.645491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120613 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143861 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169584 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174319 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454912.000000 Penalty: 46052.835938
Iteration 262F: 22 clusters Score -6.645491e+07 nChanged 0
Entering ConstructFrom: 
Score: -66454912.000000 Penalty: 46052.835938
Entering ConstructFrom: 
Trying to split cluster 1 (5263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Entering Unmasked Estep 
Score: -440481.750000 Penalty: 1392.374146
	Iteration 0F: 2 clusters Score -440481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -436333.843750 Penalty: 2784.748291
	Iteration 0F: 3 clusters Score -436333.8 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -437513.093750 Penalty: 2784.748291
	Iteration 1F: 3 clusters Score -437513.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -437715.812500 Penalty: 2784.748291
	Iteration 2F: 3 clusters Score -437715.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -437872.312500 Penalty: 2784.748291
	Iteration 3F: 3 clusters Score -437872.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -438019.343750 Penalty: 2784.748291
	Iteration 4Q: 3 clusters Score -438019.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -438159.937500 Penalty: 2784.748291
	Iteration 5Q: 3 clusters Score -438159.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -438324.843750 Penalty: 2784.748291
	Iteration 6Q: 3 clusters Score -438324.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -438479.343750 Penalty: 2784.748291
	Iteration 7Q: 3 clusters Score -438479.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -438602.031250 Penalty: 2784.748291
	Iteration 8Q: 3 clusters Score -438602 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -438687.875000 Penalty: 2784.748291
	Iteration 9Q: 3 clusters Score -438687.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -438762.625000 Penalty: 2784.748291
	Iteration 10Q: 3 clusters Score -438762.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -438820.843750 Penalty: 2784.748291
	Iteration 11Q: 3 clusters Score -438820.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -438885.000000 Penalty: 2784.748291
	Iteration 12Q: 3 clusters Score -438885 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -438944.281250 Penalty: 2784.748291
	Iteration 13Q: 3 clusters Score -438944.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -438998.468750 Penalty: 2784.748291
	Iteration 14Q: 3 clusters Score -438998.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -439046.468750 Penalty: 2784.748291
	Iteration 15Q: 3 clusters Score -439046.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -439087.312500 Penalty: 2784.748291
	Iteration 16Q: 3 clusters Score -439087.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -439127.437500 Penalty: 2784.748291
	Iteration 17Q: 3 clusters Score -439127.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -439161.750000 Penalty: 2784.748291
	Iteration 18Q: 3 clusters Score -439161.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -439192.312500 Penalty: 2784.748291
	Iteration 19Q: 3 clusters Score -439192.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -439230.406250 Penalty: 2784.748291
	Iteration 20F: 3 clusters Score -439230.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -439261.843750 Penalty: 2784.748291
	Iteration 21Q: 3 clusters Score -439261.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -439294.312500 Penalty: 2784.748291
	Iteration 22Q: 3 clusters Score -439294.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -439326.437500 Penalty: 2784.748291
	Iteration 23Q: 3 clusters Score -439326.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -439354.781250 Penalty: 2784.748291
	Iteration 24Q: 3 clusters Score -439354.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -439377.593750 Penalty: 2784.748291
	Iteration 25Q: 3 clusters Score -439377.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -439395.718750 Penalty: 2784.748291
	Iteration 26Q: 3 clusters Score -439395.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -439421.125000 Penalty: 2784.748291
	Iteration 27Q: 3 clusters Score -439421.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -439443.250000 Penalty: 2784.748291
	Iteration 28Q: 3 clusters Score -439443.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -439461.000000 Penalty: 2784.748291
	Iteration 29Q: 3 clusters Score -439461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -439478.250000 Penalty: 2784.748291
	Iteration 30Q: 3 clusters Score -439478.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -439494.500000 Penalty: 2784.748291
	Iteration 31Q: 3 clusters Score -439494.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -439507.593750 Penalty: 2784.748291
	Iteration 32Q: 3 clusters Score -439507.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -439517.968750 Penalty: 2784.748291
	Iteration 33Q: 3 clusters Score -439518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -439527.718750 Penalty: 2784.748291
	Iteration 34Q: 3 clusters Score -439527.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -439537.406250 Penalty: 2784.748291
	Iteration 35Q: 3 clusters Score -439537.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -439548.968750 Penalty: 2784.748291
	Iteration 36Q: 3 clusters Score -439549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -439559.125000 Penalty: 2784.748291
	Iteration 37Q: 3 clusters Score -439559.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -439566.781250 Penalty: 2784.748291
	Iteration 38Q: 3 clusters Score -439566.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -439573.437500 Penalty: 2784.748291
	Iteration 39Q: 3 clusters Score -439573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -439578.625000 Penalty: 2784.748291
	Iteration 40F: 3 clusters Score -439578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -439583.031250 Penalty: 2784.748291
	Iteration 41Q: 3 clusters Score -439583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -439588.781250 Penalty: 2784.748291
	Iteration 42Q: 3 clusters Score -439588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -439593.031250 Penalty: 2784.748291
	Iteration 43Q: 3 clusters Score -439593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -439593.281250 Penalty: 2784.748291
	Iteration 44Q: 3 clusters Score -439593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -439594.312500 Penalty: 2784.748291
	Iteration 45Q: 3 clusters Score -439594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -439594.875000 Penalty: 2784.748291
	Iteration 46Q: 3 clusters Score -439594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -439596.187500 Penalty: 2784.748291
	Iteration 47Q: 3 clusters Score -439596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -439598.750000 Penalty: 2784.748291
	Iteration 48Q: 3 clusters Score -439598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -439600.218750 Penalty: 2784.748291
	Iteration 49Q: 3 clusters Score -439600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -439602.093750 Penalty: 2784.748291
	Iteration 50Q: 3 clusters Score -439602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -439603.125000 Penalty: 2784.748291
	Iteration 51Q: 3 clusters Score -439603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -439602.500000 Penalty: 2784.748291
	Iteration 52Q: 3 clusters Score -439602.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -439603.312500 Penalty: 2784.748291
	Iteration 53Q: 3 clusters Score -439603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -439603.312500 Penalty: 2784.748291
	Iteration 54F: 3 clusters Score -439603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Entering Unmasked Estep 
Score: -902377.375000 Penalty: 1491.193726
	Iteration 0F: 2 clusters Score -902377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -895415.062500 Penalty: 2982.387451
	Iteration 0F: 3 clusters Score -895415.1 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -897644.625000 Penalty: 2982.387451
	Iteration 1F: 3 clusters Score -897644.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -897946.812500 Penalty: 2982.387451
	Iteration 2F: 3 clusters Score -897946.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -898202.812500 Penalty: 2982.387451
	Iteration 3F: 3 clusters Score -898202.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -898462.562500 Penalty: 2982.387451
	Iteration 4F: 3 clusters Score -898462.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -898692.875000 Penalty: 2982.387451
	Iteration 5Q: 3 clusters Score -898692.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -898957.812500 Penalty: 2982.387451
	Iteration 6Q: 3 clusters Score -898957.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -899263.437500 Penalty: 2982.387451
	Iteration 7Q: 3 clusters Score -899263.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -899593.062500 Penalty: 2982.387451
	Iteration 8Q: 3 clusters Score -899593.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -899891.437500 Penalty: 2982.387451
	Iteration 9Q: 3 clusters Score -899891.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -900163.062500 Penalty: 2982.387451
	Iteration 10Q: 3 clusters Score -900163.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -900376.000000 Penalty: 2982.387451
	Iteration 11Q: 3 clusters Score -900376 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -900537.250000 Penalty: 2982.387451
	Iteration 12Q: 3 clusters Score -900537.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -900655.250000 Penalty: 2982.387451
	Iteration 13Q: 3 clusters Score -900655.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -900749.812500 Penalty: 2982.387451
	Iteration 14Q: 3 clusters Score -900749.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -900817.000000 Penalty: 2982.387451
	Iteration 15Q: 3 clusters Score -900817 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -900870.125000 Penalty: 2982.387451
	Iteration 16Q: 3 clusters Score -900870.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -900913.875000 Penalty: 2982.387451
	Iteration 17Q: 3 clusters Score -900913.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -900941.062500 Penalty: 2982.387451
	Iteration 18Q: 3 clusters Score -900941.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -900961.500000 Penalty: 2982.387451
	Iteration 19Q: 3 clusters Score -900961.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -900973.062500 Penalty: 2982.387451
	Iteration 20F: 3 clusters Score -900973.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -900988.500000 Penalty: 2982.387451
	Iteration 21Q: 3 clusters Score -900988.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -900999.937500 Penalty: 2982.387451
	Iteration 22Q: 3 clusters Score -900999.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -901012.000000 Penalty: 2982.387451
	Iteration 23Q: 3 clusters Score -901012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -901023.937500 Penalty: 2982.387451
	Iteration 24Q: 3 clusters Score -901023.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -901039.125000 Penalty: 2982.387451
	Iteration 25Q: 3 clusters Score -901039.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -901050.937500 Penalty: 2982.387451
	Iteration 26Q: 3 clusters Score -901050.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -901058.750000 Penalty: 2982.387451
	Iteration 27Q: 3 clusters Score -901058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -901063.187500 Penalty: 2982.387451
	Iteration 28Q: 3 clusters Score -901063.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -901071.250000 Penalty: 2982.387451
	Iteration 29Q: 3 clusters Score -901071.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -901076.875000 Penalty: 2982.387451
	Iteration 30Q: 3 clusters Score -901076.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -901087.562500 Penalty: 2982.387451
	Iteration 31Q: 3 clusters Score -901087.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -901098.500000 Penalty: 2982.387451
	Iteration 32Q: 3 clusters Score -901098.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -901105.250000 Penalty: 2982.387451
	Iteration 33Q: 3 clusters Score -901105.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -901113.687500 Penalty: 2982.387451
	Iteration 34Q: 3 clusters Score -901113.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -901116.000000 Penalty: 2982.387451
	Iteration 35Q: 3 clusters Score -901116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -901120.375000 Penalty: 2982.387451
	Iteration 36Q: 3 clusters Score -901120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -901124.687500 Penalty: 2982.387451
	Iteration 37Q: 3 clusters Score -901124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -901128.187500 Penalty: 2982.387451
	Iteration 38Q: 3 clusters Score -901128.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -901134.062500 Penalty: 2982.387451
	Iteration 39Q: 3 clusters Score -901134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -901139.937500 Penalty: 2982.387451
	Iteration 40F: 3 clusters Score -901139.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -901145.437500 Penalty: 2982.387451
	Iteration 41Q: 3 clusters Score -901145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -901147.437500 Penalty: 2982.387451
	Iteration 42Q: 3 clusters Score -901147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -901151.187500 Penalty: 2982.387451
	Iteration 43Q: 3 clusters Score -901151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -901153.562500 Penalty: 2982.387451
	Iteration 44Q: 3 clusters Score -901153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -901155.937500 Penalty: 2982.387451
	Iteration 45Q: 3 clusters Score -901155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -901161.500000 Penalty: 2982.387451
	Iteration 46Q: 3 clusters Score -901161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -901163.500000 Penalty: 2982.387451
	Iteration 47Q: 3 clusters Score -901163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -901163.437500 Penalty: 2982.387451
	Iteration 48Q: 3 clusters Score -901163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -901165.437500 Penalty: 2982.387451
	Iteration 49Q: 3 clusters Score -901165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -901165.812500 Penalty: 2982.387451
	Iteration 50Q: 3 clusters Score -901165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -901165.812500 Penalty: 2982.387451
	Iteration 51F: 3 clusters Score -901165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -30828.222656 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -30828.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29899.417969 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -29899.42 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30056.525391 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -30056.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30103.839844 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -30103.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30108.099609 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -30108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30113.808594 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -30113.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30123.507812 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -30123.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30124.015625 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -30124.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30128.916016 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -30128.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30133.384766 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -30133.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30135.054688 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -30135.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30138.451172 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -30138.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30145.439453 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -30145.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30161.101562 Penalty: 1952.864380
	Iteration 12Q: 3 clusters Score -30161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30194.792969 Penalty: 1952.864380
	Iteration 13Q: 3 clusters Score -30194.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30213.927734 Penalty: 1952.864380
	Iteration 14Q: 3 clusters Score -30213.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30236.277344 Penalty: 1952.864380
	Iteration 15Q: 3 clusters Score -30236.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30260.513672 Penalty: 1952.864380
	Iteration 16Q: 3 clusters Score -30260.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30283.312500 Penalty: 1952.864380
	Iteration 17Q: 3 clusters Score -30283.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30308.287109 Penalty: 1952.864380
	Iteration 18Q: 3 clusters Score -30308.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30360.654297 Penalty: 1952.864380
	Iteration 19Q: 3 clusters Score -30360.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30395.347656 Penalty: 1952.864380
	Iteration 20F: 3 clusters Score -30395.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30448.123047 Penalty: 1952.864380
	Iteration 21Q: 3 clusters Score -30448.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30454.361328 Penalty: 1952.864380
	Iteration 22Q: 3 clusters Score -30454.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30471.691406 Penalty: 1952.864380
	Iteration 23Q: 3 clusters Score -30471.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30481.904297 Penalty: 1952.864380
	Iteration 24Q: 3 clusters Score -30481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30518.199219 Penalty: 1952.864380
	Iteration 25Q: 3 clusters Score -30518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30519.023438 Penalty: 1952.864380
	Iteration 26Q: 3 clusters Score -30519.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30521.398438 Penalty: 1952.864380
	Iteration 27F: 3 clusters Score -30521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30540.578125 Penalty: 1952.864380
	Iteration 28Q: 3 clusters Score -30540.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30564.277344 Penalty: 1952.864380
	Iteration 29Q: 3 clusters Score -30564.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30571.394531 Penalty: 1952.864380
	Iteration 30Q: 3 clusters Score -30571.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30576.371094 Penalty: 1952.864380
	Iteration 31Q: 3 clusters Score -30576.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30585.414062 Penalty: 1952.864380
	Iteration 32Q: 3 clusters Score -30585.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30590.605469 Penalty: 1952.864380
	Iteration 33Q: 3 clusters Score -30590.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30590.605469 Penalty: 1952.864380
	Iteration 34F: 3 clusters Score -30590.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -44982.199219 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -44982.2 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 328 members 
Entering Unmasked Estep 
Score: -43909.429688 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -43909.43 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44417.234375 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -44417.23 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44627.019531 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -44627.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44740.082031 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -44740.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44796.328125 Penalty: 2110.469971
	Iteration 4Q: 3 clusters Score -44796.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44834.128906 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -44834.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44897.718750 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -44897.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44908.941406 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -44908.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44918.277344 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -44918.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44919.382812 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -44919.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44920.828125 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -44920.83 nChanged 1
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: -44921.265625 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -44921.27 nChanged 0
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: -44921.265625 Penalty: 2110.469971
	Iteration 12F: 3 clusters Score -44921.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120613 members 
Entering Unmasked Estep 
Score: -11343280.000000 Penalty: 1901.305664
	Iteration 0F: 2 clusters Score -1.134328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -11263078.000000 Penalty: 3802.611328
	Iteration 0F: 3 clusters Score -1.126308e+07 nChanged 57996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -11296826.000000 Penalty: 3802.611328
	Iteration 1F: 3 clusters Score -1.129683e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -11297831.000000 Penalty: 3802.611328
	Iteration 2Q: 3 clusters Score -1.129783e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -11299086.000000 Penalty: 3802.611328
	Iteration 3Q: 3 clusters Score -1.129909e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 69371 members 
Entering Unmasked Estep 
Score: -11300666.000000 Penalty: 3802.611328
	Iteration 4Q: 3 clusters Score -1.130067e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -11303240.000000 Penalty: 3802.611328
	Iteration 5Q: 3 clusters Score -1.130324e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -11307523.000000 Penalty: 3802.611328
	Iteration 6F: 3 clusters Score -1.130752e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -11314142.000000 Penalty: 3802.611328
	Iteration 7F: 3 clusters Score -1.131414e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -11322414.000000 Penalty: 3802.611328
	Iteration 8F: 3 clusters Score -1.132241e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -11329706.000000 Penalty: 3802.611328
	Iteration 9F: 3 clusters Score -1.132971e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 109862 members 
Entering Unmasked Estep 
Score: -11334429.000000 Penalty: 3802.611328
	Iteration 10Q: 3 clusters Score -1.133443e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 112882 members 
Entering Unmasked Estep 
Score: -11336934.000000 Penalty: 3802.611328
	Iteration 11Q: 3 clusters Score -1.133693e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -11338350.000000 Penalty: 3802.611328
	Iteration 12Q: 3 clusters Score -1.133835e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -11339320.000000 Penalty: 3802.611328
	Iteration 13Q: 3 clusters Score -1.133932e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 117324 members 
Entering Unmasked Estep 
Score: -11339971.000000 Penalty: 3802.611328
	Iteration 14Q: 3 clusters Score -1.133997e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -11340401.000000 Penalty: 3802.611328
	Iteration 15Q: 3 clusters Score -1.13404e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -11340743.000000 Penalty: 3802.611328
	Iteration 16Q: 3 clusters Score -1.134074e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 119031 members 
Entering Unmasked Estep 
Score: -11340942.000000 Penalty: 3802.611328
	Iteration 17Q: 3 clusters Score -1.134094e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -11341121.000000 Penalty: 3802.611328
	Iteration 18Q: 3 clusters Score -1.134112e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -11341215.000000 Penalty: 3802.611328
	Iteration 19Q: 3 clusters Score -1.134122e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -11341276.000000 Penalty: 3802.611328
	Iteration 20F: 3 clusters Score -1.134128e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -11341313.000000 Penalty: 3802.611328
	Iteration 21Q: 3 clusters Score -1.134131e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -11341393.000000 Penalty: 3802.611328
	Iteration 22Q: 3 clusters Score -1.134139e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 119821 members 
Entering Unmasked Estep 
Score: -11341427.000000 Penalty: 3802.611328
	Iteration 23Q: 3 clusters Score -1.134143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
Score: -11341473.000000 Penalty: 3802.611328
	Iteration 24Q: 3 clusters Score -1.134147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 119884 members 
Entering Unmasked Estep 
Score: -11341491.000000 Penalty: 3802.611328
	Iteration 25Q: 3 clusters Score -1.134149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -11341511.000000 Penalty: 3802.611328
	Iteration 26Q: 3 clusters Score -1.134151e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119937 members 
Entering Unmasked Estep 
Score: -11341535.000000 Penalty: 3802.611328
	Iteration 27Q: 3 clusters Score -1.134154e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 119959 members 
Entering Unmasked Estep 
Score: -11341544.000000 Penalty: 3802.611328
	Iteration 28Q: 3 clusters Score -1.134154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -11341567.000000 Penalty: 3802.611328
	Iteration 29Q: 3 clusters Score -1.134157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 119997 members 
Entering Unmasked Estep 
Score: -11341566.000000 Penalty: 3802.611328
	Iteration 30Q: 3 clusters Score -1.134157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -11341592.000000 Penalty: 3802.611328
	Iteration 31Q: 3 clusters Score -1.134159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 120029 members 
Entering Unmasked Estep 
Score: -11341599.000000 Penalty: 3802.611328
	Iteration 32Q: 3 clusters Score -1.13416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 120046 members 
Entering Unmasked Estep 
Score: -11341596.000000 Penalty: 3802.611328
	Iteration 33Q: 3 clusters Score -1.13416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -11341605.000000 Penalty: 3802.611328
	Iteration 34Q: 3 clusters Score -1.13416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -11341621.000000 Penalty: 3802.611328
	Iteration 35Q: 3 clusters Score -1.134162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -11341624.000000 Penalty: 3802.611328
	Iteration 36Q: 3 clusters Score -1.134162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 120077 members 
Entering Unmasked Estep 
Score: -11341627.000000 Penalty: 3802.611328
	Iteration 37Q: 3 clusters Score -1.134163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 120084 members 
Entering Unmasked Estep 
Score: -11341627.000000 Penalty: 3802.611328
	Iteration 38Q: 3 clusters Score -1.134163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -11341630.000000 Penalty: 3802.611328
	Iteration 39Q: 3 clusters Score -1.134163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 120095 members 
Entering Unmasked Estep 
Score: -11341630.000000 Penalty: 3802.611328
	Iteration 40F: 3 clusters Score -1.134163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 120096 members 
Entering Unmasked Estep 
Score: -11341622.000000 Penalty: 3802.611328
	Iteration 41Q: 3 clusters Score -1.134162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 120099 members 
Entering Unmasked Estep 
Score: -11341628.000000 Penalty: 3802.611328
	Iteration 42Q: 3 clusters Score -1.134163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 120103 members 
Entering Unmasked Estep 
Score: -11341635.000000 Penalty: 3802.611328
	Iteration 43Q: 3 clusters Score -1.134164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -11341642.000000 Penalty: 3802.611328
	Iteration 44Q: 3 clusters Score -1.134164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -11341637.000000 Penalty: 3802.611328
	Iteration 45Q: 3 clusters Score -1.134164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -11341642.000000 Penalty: 3802.611328
	Iteration 46Q: 3 clusters Score -1.134164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -11341641.000000 Penalty: 3802.611328
	Iteration 47Q: 3 clusters Score -1.134164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -11341647.000000 Penalty: 3802.611328
	Iteration 48Q: 3 clusters Score -1.134165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -11341647.000000 Penalty: 3802.611328
	Iteration 49F: 3 clusters Score -1.134165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -476112.062500 Penalty: 1377.917358
	Iteration 0F: 2 clusters Score -476112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -472217.062500 Penalty: 2755.834717
	Iteration 0F: 3 clusters Score -472217.1 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -473205.093750 Penalty: 2755.834717
	Iteration 1F: 3 clusters Score -473205.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -473364.593750 Penalty: 2755.834717
	Iteration 2F: 3 clusters Score -473364.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -473464.156250 Penalty: 2755.834717
	Iteration 3Q: 3 clusters Score -473464.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -473529.312500 Penalty: 2755.834717
	Iteration 4Q: 3 clusters Score -473529.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -473577.187500 Penalty: 2755.834717
	Iteration 5Q: 3 clusters Score -473577.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -473615.250000 Penalty: 2755.834717
	Iteration 6Q: 3 clusters Score -473615.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -473647.593750 Penalty: 2755.834717
	Iteration 7Q: 3 clusters Score -473647.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -473682.718750 Penalty: 2755.834717
	Iteration 8Q: 3 clusters Score -473682.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -473722.968750 Penalty: 2755.834717
	Iteration 9Q: 3 clusters Score -473723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -473757.125000 Penalty: 2755.834717
	Iteration 10Q: 3 clusters Score -473757.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -473800.343750 Penalty: 2755.834717
	Iteration 11Q: 3 clusters Score -473800.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -473856.343750 Penalty: 2755.834717
	Iteration 12Q: 3 clusters Score -473856.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -473909.281250 Penalty: 2755.834717
	Iteration 13Q: 3 clusters Score -473909.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -473977.281250 Penalty: 2755.834717
	Iteration 14Q: 3 clusters Score -473977.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -474069.625000 Penalty: 2755.834717
	Iteration 15Q: 3 clusters Score -474069.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -474175.312500 Penalty: 2755.834717
	Iteration 16Q: 3 clusters Score -474175.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -474287.062500 Penalty: 2755.834717
	Iteration 17Q: 3 clusters Score -474287.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -474385.375000 Penalty: 2755.834717
	Iteration 18Q: 3 clusters Score -474385.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -474478.000000 Penalty: 2755.834717
	Iteration 19Q: 3 clusters Score -474478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -474563.875000 Penalty: 2755.834717
	Iteration 20F: 3 clusters Score -474563.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -474629.468750 Penalty: 2755.834717
	Iteration 21Q: 3 clusters Score -474629.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -474694.468750 Penalty: 2755.834717
	Iteration 22Q: 3 clusters Score -474694.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -474745.531250 Penalty: 2755.834717
	Iteration 23Q: 3 clusters Score -474745.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -474784.968750 Penalty: 2755.834717
	Iteration 24Q: 3 clusters Score -474785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -474809.656250 Penalty: 2755.834717
	Iteration 25Q: 3 clusters Score -474809.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -474826.437500 Penalty: 2755.834717
	Iteration 26Q: 3 clusters Score -474826.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -474840.125000 Penalty: 2755.834717
	Iteration 27Q: 3 clusters Score -474840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -474847.625000 Penalty: 2755.834717
	Iteration 28Q: 3 clusters Score -474847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -474858.062500 Penalty: 2755.834717
	Iteration 29Q: 3 clusters Score -474858.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -474869.437500 Penalty: 2755.834717
	Iteration 30Q: 3 clusters Score -474869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -474875.062500 Penalty: 2755.834717
	Iteration 31Q: 3 clusters Score -474875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -474878.937500 Penalty: 2755.834717
	Iteration 32Q: 3 clusters Score -474878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -474882.343750 Penalty: 2755.834717
	Iteration 33Q: 3 clusters Score -474882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -474885.406250 Penalty: 2755.834717
	Iteration 34Q: 3 clusters Score -474885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -474889.000000 Penalty: 2755.834717
	Iteration 35Q: 3 clusters Score -474889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -474890.750000 Penalty: 2755.834717
	Iteration 36Q: 3 clusters Score -474890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -474894.281250 Penalty: 2755.834717
	Iteration 37Q: 3 clusters Score -474894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -474898.750000 Penalty: 2755.834717
	Iteration 38Q: 3 clusters Score -474898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -474902.750000 Penalty: 2755.834717
	Iteration 39Q: 3 clusters Score -474902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -474903.687500 Penalty: 2755.834717
	Iteration 40F: 3 clusters Score -474903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -474904.531250 Penalty: 2755.834717
	Iteration 41Q: 3 clusters Score -474904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -474904.531250 Penalty: 2755.834717
	Iteration 42F: 3 clusters Score -474904.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -86538.804688 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -86538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85152.898438 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -85152.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85650.812500 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -85650.81 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85868.703125 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -85868.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86026.109375 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -86026.11 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86139.695312 Penalty: 2259.636963
	Iteration 4F: 3 clusters Score -86139.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -86183.343750 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -86183.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86206.179688 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -86206.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -86222.320312 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -86222.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -86227.335938 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -86227.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -86231.320312 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -86231.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -86239.851562 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -86239.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -86244.539062 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -86244.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -86261.632812 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -86261.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -86266.914062 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -86266.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -86269.414062 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -86269.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -86271.421875 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -86271.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -86274.523438 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -86274.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -86274.523438 Penalty: 2259.636963
	Iteration 17F: 3 clusters Score -86274.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143861 members 
Entering Unmasked Estep 
Score: -13488194.000000 Penalty: 1929.947998
	Iteration 0F: 2 clusters Score -1.348819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -13391947.000000 Penalty: 3859.895996
	Iteration 0F: 3 clusters Score -1.339195e+07 nChanged 69394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -13433289.000000 Penalty: 3859.895996
	Iteration 1F: 3 clusters Score -1.343329e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -13434685.000000 Penalty: 3859.895996
	Iteration 2Q: 3 clusters Score -1.343468e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -13436290.000000 Penalty: 3859.895996
	Iteration 3Q: 3 clusters Score -1.343629e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -13438695.000000 Penalty: 3859.895996
	Iteration 4Q: 3 clusters Score -1.34387e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -13441986.000000 Penalty: 3859.895996
	Iteration 5Q: 3 clusters Score -1.344199e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -13446796.000000 Penalty: 3859.895996
	Iteration 6F: 3 clusters Score -1.34468e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -13452794.000000 Penalty: 3859.895996
	Iteration 7F: 3 clusters Score -1.345279e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -13458872.000000 Penalty: 3859.895996
	Iteration 8F: 3 clusters Score -1.345887e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -13464240.000000 Penalty: 3859.895996
	Iteration 9F: 3 clusters Score -1.346424e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -13467518.000000 Penalty: 3859.895996
	Iteration 10Q: 3 clusters Score -1.346752e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110035 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -13469430.000000 Penalty: 3859.895996
	Iteration 11Q: 3 clusters Score -1.346943e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112068 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -13470411.000000 Penalty: 3859.895996
	Iteration 12Q: 3 clusters Score -1.347041e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -13471227.000000 Penalty: 3859.895996
	Iteration 13Q: 3 clusters Score -1.347123e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116135 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -13471945.000000 Penalty: 3859.895996
	Iteration 14Q: 3 clusters Score -1.347194e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -13472646.000000 Penalty: 3859.895996
	Iteration 15Q: 3 clusters Score -1.347265e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -13473401.000000 Penalty: 3859.895996
	Iteration 16Q: 3 clusters Score -1.34734e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122327 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -13474301.000000 Penalty: 3859.895996
	Iteration 17Q: 3 clusters Score -1.34743e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124489 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -13475260.000000 Penalty: 3859.895996
	Iteration 18Q: 3 clusters Score -1.347526e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -13476403.000000 Penalty: 3859.895996
	Iteration 19Q: 3 clusters Score -1.34764e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128882 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -13477478.000000 Penalty: 3859.895996
	Iteration 20F: 3 clusters Score -1.347748e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131093 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -13478767.000000 Penalty: 3859.895996
	Iteration 21Q: 3 clusters Score -1.347877e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133156 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -13479938.000000 Penalty: 3859.895996
	Iteration 22Q: 3 clusters Score -1.347994e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135017 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -13481095.000000 Penalty: 3859.895996
	Iteration 23Q: 3 clusters Score -1.34811e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136754 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -13482235.000000 Penalty: 3859.895996
	Iteration 24Q: 3 clusters Score -1.348224e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138186 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -13483199.000000 Penalty: 3859.895996
	Iteration 25Q: 3 clusters Score -1.34832e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139366 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -13484094.000000 Penalty: 3859.895996
	Iteration 26Q: 3 clusters Score -1.348409e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -13484789.000000 Penalty: 3859.895996
	Iteration 27Q: 3 clusters Score -1.348479e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -13485179.000000 Penalty: 3859.895996
	Iteration 28Q: 3 clusters Score -1.348518e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -13485583.000000 Penalty: 3859.895996
	Iteration 29Q: 3 clusters Score -1.348558e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141857 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13485803.000000 Penalty: 3859.895996
	Iteration 30Q: 3 clusters Score -1.34858e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142123 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -13485958.000000 Penalty: 3859.895996
	Iteration 31Q: 3 clusters Score -1.348596e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142320 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13486058.000000 Penalty: 3859.895996
	Iteration 32Q: 3 clusters Score -1.348606e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -13486154.000000 Penalty: 3859.895996
	Iteration 33Q: 3 clusters Score -1.348615e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142585 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13486220.000000 Penalty: 3859.895996
	Iteration 34Q: 3 clusters Score -1.348622e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142685 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13486285.000000 Penalty: 3859.895996
	Iteration 35Q: 3 clusters Score -1.348628e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -13486335.000000 Penalty: 3859.895996
	Iteration 36Q: 3 clusters Score -1.348634e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13486346.000000 Penalty: 3859.895996
	Iteration 37Q: 3 clusters Score -1.348635e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142883 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13486362.000000 Penalty: 3859.895996
	Iteration 38Q: 3 clusters Score -1.348636e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13486409.000000 Penalty: 3859.895996
	Iteration 39Q: 3 clusters Score -1.348641e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13486439.000000 Penalty: 3859.895996
	Iteration 40F: 3 clusters Score -1.348644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143018 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13486465.000000 Penalty: 3859.895996
	Iteration 41Q: 3 clusters Score -1.348646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13486497.000000 Penalty: 3859.895996
	Iteration 42Q: 3 clusters Score -1.34865e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143082 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13486506.000000 Penalty: 3859.895996
	Iteration 43Q: 3 clusters Score -1.348651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143094 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13486519.000000 Penalty: 3859.895996
	Iteration 44Q: 3 clusters Score -1.348652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13486534.000000 Penalty: 3859.895996
	Iteration 45Q: 3 clusters Score -1.348653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143129 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13486543.000000 Penalty: 3859.895996
	Iteration 46Q: 3 clusters Score -1.348654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143146 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -13486555.000000 Penalty: 3859.895996
	Iteration 47Q: 3 clusters Score -1.348656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143160 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13486554.000000 Penalty: 3859.895996
	Iteration 48Q: 3 clusters Score -1.348655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13486566.000000 Penalty: 3859.895996
	Iteration 49Q: 3 clusters Score -1.348657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143174 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13486571.000000 Penalty: 3859.895996
	Iteration 50Q: 3 clusters Score -1.348657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143183 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13486584.000000 Penalty: 3859.895996
	Iteration 51Q: 3 clusters Score -1.348658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13486595.000000 Penalty: 3859.895996
	Iteration 52Q: 3 clusters Score -1.34866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -13486597.000000 Penalty: 3859.895996
	Iteration 53Q: 3 clusters Score -1.34866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143213 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13486598.000000 Penalty: 3859.895996
	Iteration 54Q: 3 clusters Score -1.34866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13486613.000000 Penalty: 3859.895996
	Iteration 55Q: 3 clusters Score -1.348661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143227 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13486612.000000 Penalty: 3859.895996
	Iteration 56Q: 3 clusters Score -1.348661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13486613.000000 Penalty: 3859.895996
	Iteration 57Q: 3 clusters Score -1.348661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -13486608.000000 Penalty: 3859.895996
	Iteration 58Q: 3 clusters Score -1.348661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143244 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13486602.000000 Penalty: 3859.895996
	Iteration 59Q: 3 clusters Score -1.34866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143245 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13486605.000000 Penalty: 3859.895996
	Iteration 60F: 3 clusters Score -1.34866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -13486612.000000 Penalty: 3859.895996
	Iteration 61Q: 3 clusters Score -1.348661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143248 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13486627.000000 Penalty: 3859.895996
	Iteration 62Q: 3 clusters Score -1.348663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143251 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13486617.000000 Penalty: 3859.895996
	Iteration 63Q: 3 clusters Score -1.348662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143253 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -13486609.000000 Penalty: 3859.895996
	Iteration 64Q: 3 clusters Score -1.348661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143256 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -13486615.000000 Penalty: 3859.895996
	Iteration 65Q: 3 clusters Score -1.348662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13486605.000000 Penalty: 3859.895996
	Iteration 66Q: 3 clusters Score -1.34866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13486614.000000 Penalty: 3859.895996
	Iteration 67Q: 3 clusters Score -1.348661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143261 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13486612.000000 Penalty: 3859.895996
	Iteration 68Q: 3 clusters Score -1.348661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143261 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13486612.000000 Penalty: 3859.895996
	Iteration 69F: 3 clusters Score -1.348661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -16270.172852 Penalty: 923.028015
	Iteration 0F: 2 clusters Score -16270.17 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 165 members 
Entering Unmasked Estep 
Score: -15501.037109 Penalty: 1846.056030
	Iteration 0F: 3 clusters Score -15501.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15642.883789 Penalty: 1846.056030
	Iteration 1F: 3 clusters Score -15642.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15688.066406 Penalty: 1846.056030
	Iteration 2Q: 3 clusters Score -15688.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15710.438477 Penalty: 1846.056030
	Iteration 3Q: 3 clusters Score -15710.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15724.856445 Penalty: 1846.056030
	Iteration 4Q: 3 clusters Score -15724.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15730.411133 Penalty: 1846.056030
	Iteration 5Q: 3 clusters Score -15730.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15755.427734 Penalty: 1846.056030
	Iteration 6Q: 3 clusters Score -15755.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15771.032227 Penalty: 1846.056030
	Iteration 7Q: 3 clusters Score -15771.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15779.780273 Penalty: 1846.056030
	Iteration 8Q: 3 clusters Score -15779.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15784.967773 Penalty: 1846.056030
	Iteration 9Q: 3 clusters Score -15784.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15791.734375 Penalty: 1846.056030
	Iteration 10Q: 3 clusters Score -15791.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15791.734375 Penalty: 1846.056030
	Iteration 11F: 3 clusters Score -15791.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (169584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Entering Unmasked Estep 
Score: -15905830.000000 Penalty: 1956.679321
	Iteration 0F: 2 clusters Score -1.590583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -15793291.000000 Penalty: 3913.358643
	Iteration 0F: 3 clusters Score -1.579329e+07 nChanged 81977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -15844214.000000 Penalty: 3913.358643
	Iteration 1F: 3 clusters Score -1.584421e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -15846980.000000 Penalty: 3913.358643
	Iteration 2Q: 3 clusters Score -1.584698e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -15850984.000000 Penalty: 3913.358643
	Iteration 3Q: 3 clusters Score -1.585098e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -15856380.000000 Penalty: 3913.358643
	Iteration 4F: 3 clusters Score -1.585638e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -15863786.000000 Penalty: 3913.358643
	Iteration 5F: 3 clusters Score -1.586379e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128262 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -15872694.000000 Penalty: 3913.358643
	Iteration 6F: 3 clusters Score -1.587269e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -15881543.000000 Penalty: 3913.358643
	Iteration 7F: 3 clusters Score -1.588154e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -15888624.000000 Penalty: 3913.358643
	Iteration 8F: 3 clusters Score -1.588862e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152452 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -15893893.000000 Penalty: 3913.358643
	Iteration 9Q: 3 clusters Score -1.589389e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -15897331.000000 Penalty: 3913.358643
	Iteration 10Q: 3 clusters Score -1.589733e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -15899794.000000 Penalty: 3913.358643
	Iteration 11Q: 3 clusters Score -1.589979e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -15901553.000000 Penalty: 3913.358643
	Iteration 12Q: 3 clusters Score -1.590155e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166002 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -15902635.000000 Penalty: 3913.358643
	Iteration 13Q: 3 clusters Score -1.590264e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167354 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -15903229.000000 Penalty: 3913.358643
	Iteration 14Q: 3 clusters Score -1.590323e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15903656.000000 Penalty: 3913.358643
	Iteration 15Q: 3 clusters Score -1.590366e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15903853.000000 Penalty: 3913.358643
	Iteration 16Q: 3 clusters Score -1.590385e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168903 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15903978.000000 Penalty: 3913.358643
	Iteration 17Q: 3 clusters Score -1.590398e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169036 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15904045.000000 Penalty: 3913.358643
	Iteration 18Q: 3 clusters Score -1.590404e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169110 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15904101.000000 Penalty: 3913.358643
	Iteration 19Q: 3 clusters Score -1.59041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15904149.000000 Penalty: 3913.358643
	Iteration 20F: 3 clusters Score -1.590415e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -15904139.000000 Penalty: 3913.358643
	Iteration 21Q: 3 clusters Score -1.590414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169206 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -15904145.000000 Penalty: 3913.358643
	Iteration 22Q: 3 clusters Score -1.590414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169217 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15904161.000000 Penalty: 3913.358643
	Iteration 23Q: 3 clusters Score -1.590416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15904154.000000 Penalty: 3913.358643
	Iteration 24Q: 3 clusters Score -1.590415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15904154.000000 Penalty: 3913.358643
	Iteration 25Q: 3 clusters Score -1.590415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169243 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15904169.000000 Penalty: 3913.358643
	Iteration 26Q: 3 clusters Score -1.590417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15904167.000000 Penalty: 3913.358643
	Iteration 27Q: 3 clusters Score -1.590417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15904174.000000 Penalty: 3913.358643
	Iteration 28Q: 3 clusters Score -1.590417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -15904176.000000 Penalty: 3913.358643
	Iteration 29Q: 3 clusters Score -1.590418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169258 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15904183.000000 Penalty: 3913.358643
	Iteration 30Q: 3 clusters Score -1.590418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15904168.000000 Penalty: 3913.358643
	Iteration 31Q: 3 clusters Score -1.590417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15904169.000000 Penalty: 3913.358643
	Iteration 32Q: 3 clusters Score -1.590417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15904172.000000 Penalty: 3913.358643
	Iteration 33Q: 3 clusters Score -1.590417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15904177.000000 Penalty: 3913.358643
	Iteration 34Q: 3 clusters Score -1.590418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -15904180.000000 Penalty: 3913.358643
	Iteration 35Q: 3 clusters Score -1.590418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15904183.000000 Penalty: 3913.358643
	Iteration 36Q: 3 clusters Score -1.590418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15904184.000000 Penalty: 3913.358643
	Iteration 37Q: 3 clusters Score -1.590418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15904189.000000 Penalty: 3913.358643
	Iteration 38Q: 3 clusters Score -1.590419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169275 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15904190.000000 Penalty: 3913.358643
	Iteration 39Q: 3 clusters Score -1.590419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169275 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15904190.000000 Penalty: 3913.358643
	Iteration 40F: 3 clusters Score -1.590419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -82964.031250 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -82964.03 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 535 members 
Entering Unmasked Estep 
Score: -81515.679688 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -81515.68 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81996.296875 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -81996.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82408.492188 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -82408.49 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82816.093750 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -82816.09 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83076.031250 Penalty: 2259.636963
	Iteration 4F: 3 clusters Score -83076.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83150.812500 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -83150.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83158.546875 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -83158.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83162.773438 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -83162.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83162.773438 Penalty: 2259.636963
	Iteration 8F: 3 clusters Score -83162.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 120613 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 143861 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 169584 members 
Mstep: Class 11 contains 508 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 174319 members 
Mstep: Class 19 contains 30686 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
Score: -66454100.000000 Penalty: 48245.828125
Splitting cluster 11 changes total score from -66454912.000000 to -66454100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (33721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Entering Unmasked Estep 
Score: -3205306.250000 Penalty: 1694.204834
	Iteration 0F: 2 clusters Score -3205306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -3182662.750000 Penalty: 3388.409668
	Iteration 0F: 3 clusters Score -3182663 nChanged 15593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3191400.750000 Penalty: 3388.409668
	Iteration 1F: 3 clusters Score -3191401 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3191949.750000 Penalty: 3388.409668
	Iteration 2Q: 3 clusters Score -3191950 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3192708.250000 Penalty: 3388.409668
	Iteration 3Q: 3 clusters Score -3192708 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3193683.750000 Penalty: 3388.409668
	Iteration 4F: 3 clusters Score -3193684 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3194970.250000 Penalty: 3388.409668
	Iteration 5F: 3 clusters Score -3194970 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3196607.750000 Penalty: 3388.409668
	Iteration 6F: 3 clusters Score -3196608 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3198520.750000 Penalty: 3388.409668
	Iteration 7F: 3 clusters Score -3198521 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3200271.500000 Penalty: 3388.409668
	Iteration 8F: 3 clusters Score -3200272 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3201299.250000 Penalty: 3388.409668
	Iteration 9Q: 3 clusters Score -3201299 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3201761.250000 Penalty: 3388.409668
	Iteration 10Q: 3 clusters Score -3201761 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3202040.750000 Penalty: 3388.409668
	Iteration 11Q: 3 clusters Score -3202041 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3202239.000000 Penalty: 3388.409668
	Iteration 12Q: 3 clusters Score -3202239 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3202405.250000 Penalty: 3388.409668
	Iteration 13Q: 3 clusters Score -3202405 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3202530.500000 Penalty: 3388.409668
	Iteration 14Q: 3 clusters Score -3202530 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3202677.000000 Penalty: 3388.409668
	Iteration 15Q: 3 clusters Score -3202677 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3202785.000000 Penalty: 3388.409668
	Iteration 16Q: 3 clusters Score -3202785 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3202881.750000 Penalty: 3388.409668
	Iteration 17Q: 3 clusters Score -3202882 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3202972.000000 Penalty: 3388.409668
	Iteration 18Q: 3 clusters Score -3202972 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -3203058.250000 Penalty: 3388.409668
	Iteration 19Q: 3 clusters Score -3203058 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3203167.750000 Penalty: 3388.409668
	Iteration 20F: 3 clusters Score -3203168 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3203244.250000 Penalty: 3388.409668
	Iteration 21Q: 3 clusters Score -3203244 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3203356.500000 Penalty: 3388.409668
	Iteration 22Q: 3 clusters Score -3203356 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3203457.750000 Penalty: 3388.409668
	Iteration 23Q: 3 clusters Score -3203458 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3203540.000000 Penalty: 3388.409668
	Iteration 24Q: 3 clusters Score -3203540 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3203622.750000 Penalty: 3388.409668
	Iteration 25Q: 3 clusters Score -3203623 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3203680.500000 Penalty: 3388.409668
	Iteration 26Q: 3 clusters Score -3203680 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3203727.000000 Penalty: 3388.409668
	Iteration 27Q: 3 clusters Score -3203727 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3203777.000000 Penalty: 3388.409668
	Iteration 28Q: 3 clusters Score -3203777 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3203838.500000 Penalty: 3388.409668
	Iteration 29Q: 3 clusters Score -3203838 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3203890.750000 Penalty: 3388.409668
	Iteration 30Q: 3 clusters Score -3203891 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3203917.000000 Penalty: 3388.409668
	Iteration 31Q: 3 clusters Score -3203917 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3203954.500000 Penalty: 3388.409668
	Iteration 32Q: 3 clusters Score -3203954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3203985.250000 Penalty: 3388.409668
	Iteration 33Q: 3 clusters Score -3203985 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3204002.000000 Penalty: 3388.409668
	Iteration 34Q: 3 clusters Score -3204002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3204008.500000 Penalty: 3388.409668
	Iteration 35Q: 3 clusters Score -3204008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3204042.500000 Penalty: 3388.409668
	Iteration 36Q: 3 clusters Score -3204042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3204045.250000 Penalty: 3388.409668
	Iteration 37Q: 3 clusters Score -3204045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3204055.750000 Penalty: 3388.409668
	Iteration 38Q: 3 clusters Score -3204056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3204067.000000 Penalty: 3388.409668
	Iteration 39Q: 3 clusters Score -3204067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3204081.000000 Penalty: 3388.409668
	Iteration 40F: 3 clusters Score -3204081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3204098.500000 Penalty: 3388.409668
	Iteration 41Q: 3 clusters Score -3204098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3204107.750000 Penalty: 3388.409668
	Iteration 42Q: 3 clusters Score -3204108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3204104.250000 Penalty: 3388.409668
	Iteration 43Q: 3 clusters Score -3204104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3204104.500000 Penalty: 3388.409668
	Iteration 44Q: 3 clusters Score -3204104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3204111.250000 Penalty: 3388.409668
	Iteration 45Q: 3 clusters Score -3204111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3204108.250000 Penalty: 3388.409668
	Iteration 46Q: 3 clusters Score -3204108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3204123.250000 Penalty: 3388.409668
	Iteration 47Q: 3 clusters Score -3204123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3204118.500000 Penalty: 3388.409668
	Iteration 48Q: 3 clusters Score -3204118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3204134.500000 Penalty: 3388.409668
	Iteration 49Q: 3 clusters Score -3204134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3204136.000000 Penalty: 3388.409668
	Iteration 50Q: 3 clusters Score -3204136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3204137.750000 Penalty: 3388.409668
	Iteration 51Q: 3 clusters Score -3204138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3204138.750000 Penalty: 3388.409668
	Iteration 52Q: 3 clusters Score -3204139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3204136.000000 Penalty: 3388.409668
	Iteration 53Q: 3 clusters Score -3204136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3204141.500000 Penalty: 3388.409668
	Iteration 54Q: 3 clusters Score -3204142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3204142.250000 Penalty: 3388.409668
	Iteration 55Q: 3 clusters Score -3204142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3204144.250000 Penalty: 3388.409668
	Iteration 56Q: 3 clusters Score -3204144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3204147.000000 Penalty: 3388.409668
	Iteration 57Q: 3 clusters Score -3204147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3204147.750000 Penalty: 3388.409668
	Iteration 58Q: 3 clusters Score -3204148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3204152.250000 Penalty: 3388.409668
	Iteration 59Q: 3 clusters Score -3204152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3204159.000000 Penalty: 3388.409668
	Iteration 60F: 3 clusters Score -3204159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3204159.000000 Penalty: 3388.409668
	Iteration 61Q: 3 clusters Score -3204159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3204157.500000 Penalty: 3388.409668
	Iteration 62Q: 3 clusters Score -3204158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3204157.750000 Penalty: 3388.409668
	Iteration 63Q: 3 clusters Score -3204158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3204159.250000 Penalty: 3388.409668
	Iteration 64Q: 3 clusters Score -3204159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3204161.500000 Penalty: 3388.409668
	Iteration 65Q: 3 clusters Score -3204162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3204162.250000 Penalty: 3388.409668
	Iteration 66Q: 3 clusters Score -3204162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3204165.000000 Penalty: 3388.409668
	Iteration 67Q: 3 clusters Score -3204165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3204163.750000 Penalty: 3388.409668
	Iteration 68Q: 3 clusters Score -3204164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3204164.000000 Penalty: 3388.409668
	Iteration 69Q: 3 clusters Score -3204164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3204163.500000 Penalty: 3388.409668
	Iteration 70Q: 3 clusters Score -3204164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3204164.250000 Penalty: 3388.409668
	Iteration 71Q: 3 clusters Score -3204164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3204163.000000 Penalty: 3388.409668
	Iteration 72Q: 3 clusters Score -3204163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3204163.750000 Penalty: 3388.409668
	Iteration 73Q: 3 clusters Score -3204164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3204163.750000 Penalty: 3388.409668
	Iteration 74F: 3 clusters Score -3204164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Entering Unmasked Estep 
Score: -1152854.000000 Penalty: 1528.165649
	Iteration 0F: 2 clusters Score -1152854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1144270.000000 Penalty: 3056.331299
	Iteration 0F: 3 clusters Score -1144270 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1147069.250000 Penalty: 3056.331299
	Iteration 1F: 3 clusters Score -1147069 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1147302.750000 Penalty: 3056.331299
	Iteration 2F: 3 clusters Score -1147303 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1147490.000000 Penalty: 3056.331299
	Iteration 3Q: 3 clusters Score -1147490 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1147626.875000 Penalty: 3056.331299
	Iteration 4Q: 3 clusters Score -1147627 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1147752.125000 Penalty: 3056.331299
	Iteration 5Q: 3 clusters Score -1147752 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1147861.000000 Penalty: 3056.331299
	Iteration 6Q: 3 clusters Score -1147861 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1147982.125000 Penalty: 3056.331299
	Iteration 7Q: 3 clusters Score -1147982 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1148117.875000 Penalty: 3056.331299
	Iteration 8Q: 3 clusters Score -1148118 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1148295.875000 Penalty: 3056.331299
	Iteration 9Q: 3 clusters Score -1148296 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1148505.000000 Penalty: 3056.331299
	Iteration 10Q: 3 clusters Score -1148505 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1148812.375000 Penalty: 3056.331299
	Iteration 11Q: 3 clusters Score -1148812 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1149168.625000 Penalty: 3056.331299
	Iteration 12Q: 3 clusters Score -1149169 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1149529.000000 Penalty: 3056.331299
	Iteration 13Q: 3 clusters Score -1149529 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1149855.000000 Penalty: 3056.331299
	Iteration 14Q: 3 clusters Score -1149855 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1150142.625000 Penalty: 3056.331299
	Iteration 15Q: 3 clusters Score -1150143 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1150406.500000 Penalty: 3056.331299
	Iteration 16Q: 3 clusters Score -1150406 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1150612.750000 Penalty: 3056.331299
	Iteration 17Q: 3 clusters Score -1150613 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1150787.125000 Penalty: 3056.331299
	Iteration 18Q: 3 clusters Score -1150787 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1150934.125000 Penalty: 3056.331299
	Iteration 19Q: 3 clusters Score -1150934 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1151056.375000 Penalty: 3056.331299
	Iteration 20F: 3 clusters Score -1151056 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1151148.250000 Penalty: 3056.331299
	Iteration 21Q: 3 clusters Score -1151148 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1151228.250000 Penalty: 3056.331299
	Iteration 22Q: 3 clusters Score -1151228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1151290.125000 Penalty: 3056.331299
	Iteration 23Q: 3 clusters Score -1151290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1151340.250000 Penalty: 3056.331299
	Iteration 24Q: 3 clusters Score -1151340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1151377.625000 Penalty: 3056.331299
	Iteration 25Q: 3 clusters Score -1151378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1151408.125000 Penalty: 3056.331299
	Iteration 26Q: 3 clusters Score -1151408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1151434.875000 Penalty: 3056.331299
	Iteration 27Q: 3 clusters Score -1151435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1151459.500000 Penalty: 3056.331299
	Iteration 28Q: 3 clusters Score -1151460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1151485.250000 Penalty: 3056.331299
	Iteration 29Q: 3 clusters Score -1151485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1151499.500000 Penalty: 3056.331299
	Iteration 30Q: 3 clusters Score -1151500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1151510.375000 Penalty: 3056.331299
	Iteration 31Q: 3 clusters Score -1151510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1151516.375000 Penalty: 3056.331299
	Iteration 32Q: 3 clusters Score -1151516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1151517.250000 Penalty: 3056.331299
	Iteration 33Q: 3 clusters Score -1151517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1151519.875000 Penalty: 3056.331299
	Iteration 34Q: 3 clusters Score -1151520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1151525.875000 Penalty: 3056.331299
	Iteration 35Q: 3 clusters Score -1151526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1151528.250000 Penalty: 3056.331299
	Iteration 36Q: 3 clusters Score -1151528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1151530.875000 Penalty: 3056.331299
	Iteration 37Q: 3 clusters Score -1151531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1151532.500000 Penalty: 3056.331299
	Iteration 38Q: 3 clusters Score -1151532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1151532.375000 Penalty: 3056.331299
	Iteration 39Q: 3 clusters Score -1151532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1151533.875000 Penalty: 3056.331299
	Iteration 40F: 3 clusters Score -1151534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1151533.500000 Penalty: 3056.331299
	Iteration 41Q: 3 clusters Score -1151534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1151535.250000 Penalty: 3056.331299
	Iteration 42Q: 3 clusters Score -1151535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1151540.125000 Penalty: 3056.331299
	Iteration 43Q: 3 clusters Score -1151540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1151542.375000 Penalty: 3056.331299
	Iteration 44Q: 3 clusters Score -1151542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1151542.500000 Penalty: 3056.331299
	Iteration 45Q: 3 clusters Score -1151542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1151545.125000 Penalty: 3056.331299
	Iteration 46Q: 3 clusters Score -1151545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1151545.875000 Penalty: 3056.331299
	Iteration 47Q: 3 clusters Score -1151546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1151544.000000 Penalty: 3056.331299
	Iteration 48Q: 3 clusters Score -1151544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1151545.625000 Penalty: 3056.331299
	Iteration 49Q: 3 clusters Score -1151546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1151547.375000 Penalty: 3056.331299
	Iteration 50Q: 3 clusters Score -1151547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1151549.500000 Penalty: 3056.331299
	Iteration 51Q: 3 clusters Score -1151550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1151551.000000 Penalty: 3056.331299
	Iteration 52Q: 3 clusters Score -1151551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1151553.875000 Penalty: 3056.331299
	Iteration 53Q: 3 clusters Score -1151554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1151554.250000 Penalty: 3056.331299
	Iteration 54Q: 3 clusters Score -1151554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1151556.125000 Penalty: 3056.331299
	Iteration 55Q: 3 clusters Score -1151556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1151555.875000 Penalty: 3056.331299
	Iteration 56Q: 3 clusters Score -1151556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1151556.750000 Penalty: 3056.331299
	Iteration 57Q: 3 clusters Score -1151557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1151558.875000 Penalty: 3056.331299
	Iteration 58Q: 3 clusters Score -1151559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1151561.125000 Penalty: 3056.331299
	Iteration 59Q: 3 clusters Score -1151561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1151560.125000 Penalty: 3056.331299
	Iteration 60F: 3 clusters Score -1151560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1151559.750000 Penalty: 3056.331299
	Iteration 61Q: 3 clusters Score -1151560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1151559.750000 Penalty: 3056.331299
	Iteration 62F: 3 clusters Score -1151560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Entering Unmasked Estep 
Score: -328194.281250 Penalty: 1334.277710
	Iteration 0F: 2 clusters Score -328194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -325075.625000 Penalty: 2668.555420
	Iteration 0F: 3 clusters Score -325075.6 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -325845.687500 Penalty: 2668.555420
	Iteration 1F: 3 clusters Score -325845.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -325976.406250 Penalty: 2668.555420
	Iteration 2F: 3 clusters Score -325976.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -326073.968750 Penalty: 2668.555420
	Iteration 3Q: 3 clusters Score -326074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -326143.781250 Penalty: 2668.555420
	Iteration 4Q: 3 clusters Score -326143.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -326205.000000 Penalty: 2668.555420
	Iteration 5Q: 3 clusters Score -326205 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -326251.812500 Penalty: 2668.555420
	Iteration 6Q: 3 clusters Score -326251.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -326300.593750 Penalty: 2668.555420
	Iteration 7Q: 3 clusters Score -326300.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -326348.312500 Penalty: 2668.555420
	Iteration 8Q: 3 clusters Score -326348.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -326398.906250 Penalty: 2668.555420
	Iteration 9Q: 3 clusters Score -326398.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -326459.687500 Penalty: 2668.555420
	Iteration 10Q: 3 clusters Score -326459.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -326516.031250 Penalty: 2668.555420
	Iteration 11Q: 3 clusters Score -326516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -326577.125000 Penalty: 2668.555420
	Iteration 12Q: 3 clusters Score -326577.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -326633.093750 Penalty: 2668.555420
	Iteration 13Q: 3 clusters Score -326633.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -326679.593750 Penalty: 2668.555420
	Iteration 14Q: 3 clusters Score -326679.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -326740.625000 Penalty: 2668.555420
	Iteration 15Q: 3 clusters Score -326740.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -326798.843750 Penalty: 2668.555420
	Iteration 16Q: 3 clusters Score -326798.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -326848.156250 Penalty: 2668.555420
	Iteration 17Q: 3 clusters Score -326848.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -326904.156250 Penalty: 2668.555420
	Iteration 18Q: 3 clusters Score -326904.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -326952.656250 Penalty: 2668.555420
	Iteration 19Q: 3 clusters Score -326952.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -327005.562500 Penalty: 2668.555420
	Iteration 20F: 3 clusters Score -327005.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -327052.593750 Penalty: 2668.555420
	Iteration 21Q: 3 clusters Score -327052.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -327097.406250 Penalty: 2668.555420
	Iteration 22Q: 3 clusters Score -327097.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -327138.000000 Penalty: 2668.555420
	Iteration 23Q: 3 clusters Score -327138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -327171.343750 Penalty: 2668.555420
	Iteration 24Q: 3 clusters Score -327171.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -327200.656250 Penalty: 2668.555420
	Iteration 25Q: 3 clusters Score -327200.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -327229.875000 Penalty: 2668.555420
	Iteration 26Q: 3 clusters Score -327229.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -327251.781250 Penalty: 2668.555420
	Iteration 27Q: 3 clusters Score -327251.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -327271.031250 Penalty: 2668.555420
	Iteration 28Q: 3 clusters Score -327271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -327291.312500 Penalty: 2668.555420
	Iteration 29Q: 3 clusters Score -327291.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -327300.750000 Penalty: 2668.555420
	Iteration 30Q: 3 clusters Score -327300.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -327308.875000 Penalty: 2668.555420
	Iteration 31Q: 3 clusters Score -327308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -327311.562500 Penalty: 2668.555420
	Iteration 32Q: 3 clusters Score -327311.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -327313.968750 Penalty: 2668.555420
	Iteration 33Q: 3 clusters Score -327314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -327315.625000 Penalty: 2668.555420
	Iteration 34Q: 3 clusters Score -327315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -327315.625000 Penalty: 2668.555420
	Iteration 35F: 3 clusters Score -327315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -404235.656250 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -404235.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -400623.031250 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -400623 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -401610.781250 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -401610.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -401759.625000 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -401759.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -401846.468750 Penalty: 2723.051514
	Iteration 3Q: 3 clusters Score -401846.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -401900.281250 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -401900.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -401939.218750 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -401939.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -401964.843750 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -401964.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -401982.593750 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -401982.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -401998.843750 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -401998.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -402018.218750 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -402018.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -402035.437500 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -402035.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -402061.937500 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -402061.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -402086.187500 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -402086.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -402107.406250 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -402107.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -402134.093750 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -402134.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -402163.937500 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -402163.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -402200.906250 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -402200.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -402256.968750 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -402257 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -402317.468750 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -402317.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -402375.375000 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -402375.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -402433.937500 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -402433.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -402511.156250 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -402511.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -402599.625000 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -402599.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -402679.343750 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -402679.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -402729.218750 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -402729.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -402769.968750 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -402770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -402817.062500 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -402817.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -402869.250000 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -402869.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -402914.718750 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -402914.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -402954.750000 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -402954.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -402978.531250 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -402978.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -402994.406250 Penalty: 2723.051514
	Iteration 31Q: 3 clusters Score -402994.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -403009.625000 Penalty: 2723.051514
	Iteration 32Q: 3 clusters Score -403009.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -403019.718750 Penalty: 2723.051514
	Iteration 33Q: 3 clusters Score -403019.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -403023.718750 Penalty: 2723.051514
	Iteration 34Q: 3 clusters Score -403023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -403026.843750 Penalty: 2723.051514
	Iteration 35Q: 3 clusters Score -403026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -403030.062500 Penalty: 2723.051514
	Iteration 36Q: 3 clusters Score -403030.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -403038.281250 Penalty: 2723.051514
	Iteration 37Q: 3 clusters Score -403038.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -403047.906250 Penalty: 2723.051514
	Iteration 38Q: 3 clusters Score -403047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -403057.531250 Penalty: 2723.051514
	Iteration 39Q: 3 clusters Score -403057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -403068.062500 Penalty: 2723.051514
	Iteration 40F: 3 clusters Score -403068.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -403073.781250 Penalty: 2723.051514
	Iteration 41Q: 3 clusters Score -403073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -403076.718750 Penalty: 2723.051514
	Iteration 42Q: 3 clusters Score -403076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -403076.968750 Penalty: 2723.051514
	Iteration 43Q: 3 clusters Score -403077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -403077.875000 Penalty: 2723.051514
	Iteration 44Q: 3 clusters Score -403077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -403077.875000 Penalty: 2723.051514
	Iteration 45F: 3 clusters Score -403077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -53615.414062 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -53615.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52497.332031 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -52497.33 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52639.273438 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -52639.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52678.468750 Penalty: 2097.939697
	Iteration 2Q: 3 clusters Score -52678.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52693.246094 Penalty: 2097.939697
	Iteration 3Q: 3 clusters Score -52693.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52700.437500 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -52700.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52704.593750 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -52704.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52705.753906 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -52705.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52709.914062 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -52709.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52712.796875 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -52712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52714.261719 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -52714.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52715.371094 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -52715.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52715.371094 Penalty: 2097.939697
	Iteration 11F: 3 clusters Score -52715.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Entering Unmasked Estep 
Score: -773938.812500 Penalty: 1473.882080
	Iteration 0F: 2 clusters Score -773938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -767596.125000 Penalty: 2947.764160
	Iteration 0F: 3 clusters Score -767596.1 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -769508.625000 Penalty: 2947.764160
	Iteration 1F: 3 clusters Score -769508.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -769710.312500 Penalty: 2947.764160
	Iteration 2F: 3 clusters Score -769710.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -769865.750000 Penalty: 2947.764160
	Iteration 3Q: 3 clusters Score -769865.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -769992.625000 Penalty: 2947.764160
	Iteration 4Q: 3 clusters Score -769992.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -770112.062500 Penalty: 2947.764160
	Iteration 5Q: 3 clusters Score -770112.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -770236.500000 Penalty: 2947.764160
	Iteration 6Q: 3 clusters Score -770236.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -770371.937500 Penalty: 2947.764160
	Iteration 7Q: 3 clusters Score -770371.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -770530.375000 Penalty: 2947.764160
	Iteration 8Q: 3 clusters Score -770530.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -770735.562500 Penalty: 2947.764160
	Iteration 9Q: 3 clusters Score -770735.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -771022.312500 Penalty: 2947.764160
	Iteration 10Q: 3 clusters Score -771022.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -771380.500000 Penalty: 2947.764160
	Iteration 11F: 3 clusters Score -771380.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -771729.687500 Penalty: 2947.764160
	Iteration 12Q: 3 clusters Score -771729.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -772001.125000 Penalty: 2947.764160
	Iteration 13Q: 3 clusters Score -772001.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -772214.750000 Penalty: 2947.764160
	Iteration 14Q: 3 clusters Score -772214.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -772358.062500 Penalty: 2947.764160
	Iteration 15Q: 3 clusters Score -772358.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -772475.375000 Penalty: 2947.764160
	Iteration 16Q: 3 clusters Score -772475.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -772555.937500 Penalty: 2947.764160
	Iteration 17Q: 3 clusters Score -772555.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -772597.375000 Penalty: 2947.764160
	Iteration 18Q: 3 clusters Score -772597.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -772636.375000 Penalty: 2947.764160
	Iteration 19Q: 3 clusters Score -772636.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -772651.562500 Penalty: 2947.764160
	Iteration 20F: 3 clusters Score -772651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -772665.312500 Penalty: 2947.764160
	Iteration 21Q: 3 clusters Score -772665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -772667.625000 Penalty: 2947.764160
	Iteration 22Q: 3 clusters Score -772667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -772668.375000 Penalty: 2947.764160
	Iteration 23Q: 3 clusters Score -772668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -772668.375000 Penalty: 2947.764160
	Iteration 24F: 3 clusters Score -772668.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174319 members 
Entering Unmasked Estep 
Score: -16314042.000000 Penalty: 1961.154419
	Iteration 0F: 2 clusters Score -1.631404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -16198247.000000 Penalty: 3922.308838
	Iteration 0F: 3 clusters Score -1.619825e+07 nChanged 84500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -16247996.000000 Penalty: 3922.308838
	Iteration 1F: 3 clusters Score -1.6248e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -16249760.000000 Penalty: 3922.308838
	Iteration 2Q: 3 clusters Score -1.624976e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -16252962.000000 Penalty: 3922.308838
	Iteration 3Q: 3 clusters Score -1.625296e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -16258790.000000 Penalty: 3922.308838
	Iteration 4F: 3 clusters Score -1.625879e+07 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 128860 members 
Entering Unmasked Estep 
Score: -16268454.000000 Penalty: 3922.308838
	Iteration 5F: 3 clusters Score -1.626845e+07 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 142964 members 
Entering Unmasked Estep 
Score: -16281202.000000 Penalty: 3922.308838
	Iteration 6F: 3 clusters Score -1.62812e+07 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 155008 members 
Entering Unmasked Estep 
Score: -16294972.000000 Penalty: 3922.308838
	Iteration 7F: 3 clusters Score -1.629497e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 163076 members 
Entering Unmasked Estep 
Score: -16304585.000000 Penalty: 3922.308838
	Iteration 8Q: 3 clusters Score -1.630458e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 167846 members 
Entering Unmasked Estep 
Score: -16308910.000000 Penalty: 3922.308838
	Iteration 9Q: 3 clusters Score -1.630891e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 170466 members 
Entering Unmasked Estep 
Score: -16310789.000000 Penalty: 3922.308838
	Iteration 10Q: 3 clusters Score -1.631079e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 171937 members 
Entering Unmasked Estep 
Score: -16311681.000000 Penalty: 3922.308838
	Iteration 11Q: 3 clusters Score -1.631168e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 172762 members 
Entering Unmasked Estep 
Score: -16312097.000000 Penalty: 3922.308838
	Iteration 12Q: 3 clusters Score -1.63121e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 173245 members 
Entering Unmasked Estep 
Score: -16312274.000000 Penalty: 3922.308838
	Iteration 13Q: 3 clusters Score -1.631227e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 173502 members 
Entering Unmasked Estep 
Score: -16312434.000000 Penalty: 3922.308838
	Iteration 14Q: 3 clusters Score -1.631243e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 173653 members 
Entering Unmasked Estep 
Score: -16312490.000000 Penalty: 3922.308838
	Iteration 15Q: 3 clusters Score -1.631249e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -16312520.000000 Penalty: 3922.308838
	Iteration 16Q: 3 clusters Score -1.631252e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 173801 members 
Entering Unmasked Estep 
Score: -16312535.000000 Penalty: 3922.308838
	Iteration 17Q: 3 clusters Score -1.631254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
Score: -16312558.000000 Penalty: 3922.308838
	Iteration 18Q: 3 clusters Score -1.631256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 173849 members 
Entering Unmasked Estep 
Score: -16312569.000000 Penalty: 3922.308838
	Iteration 19Q: 3 clusters Score -1.631257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -16312568.000000 Penalty: 3922.308838
	Iteration 20F: 3 clusters Score -1.631257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 173877 members 
Entering Unmasked Estep 
Score: -16312569.000000 Penalty: 3922.308838
	Iteration 21Q: 3 clusters Score -1.631257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -16312577.000000 Penalty: 3922.308838
	Iteration 22Q: 3 clusters Score -1.631258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 173905 members 
Entering Unmasked Estep 
Score: -16312587.000000 Penalty: 3922.308838
	Iteration 23Q: 3 clusters Score -1.631259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 173912 members 
Entering Unmasked Estep 
Score: -16312599.000000 Penalty: 3922.308838
	Iteration 24Q: 3 clusters Score -1.63126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 173917 members 
Entering Unmasked Estep 
Score: -16312607.000000 Penalty: 3922.308838
	Iteration 25Q: 3 clusters Score -1.631261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 173920 members 
Entering Unmasked Estep 
Score: -16312620.000000 Penalty: 3922.308838
	Iteration 26Q: 3 clusters Score -1.631262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -16312615.000000 Penalty: 3922.308838
	Iteration 27Q: 3 clusters Score -1.631262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 173928 members 
Entering Unmasked Estep 
Score: -16312622.000000 Penalty: 3922.308838
	Iteration 28Q: 3 clusters Score -1.631262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 173932 members 
Entering Unmasked Estep 
Score: -16312606.000000 Penalty: 3922.308838
	Iteration 29Q: 3 clusters Score -1.631261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 173935 members 
Entering Unmasked Estep 
Score: -16312619.000000 Penalty: 3922.308838
	Iteration 30Q: 3 clusters Score -1.631262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 173937 members 
Entering Unmasked Estep 
Score: -16312618.000000 Penalty: 3922.308838
	Iteration 31Q: 3 clusters Score -1.631262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -16312627.000000 Penalty: 3922.308838
	Iteration 32Q: 3 clusters Score -1.631263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -16312627.000000 Penalty: 3922.308838
	Iteration 33F: 3 clusters Score -1.631263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Entering Unmasked Estep 
Score: -2793461.250000 Penalty: 1678.878784
	Iteration 0F: 2 clusters Score -2793461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2772874.500000 Penalty: 3357.757568
	Iteration 0F: 3 clusters Score -2772874 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2780755.250000 Penalty: 3357.757568
	Iteration 1F: 3 clusters Score -2780755 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2781157.750000 Penalty: 3357.757568
	Iteration 2Q: 3 clusters Score -2781158 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2781592.500000 Penalty: 3357.757568
	Iteration 3Q: 3 clusters Score -2781592 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2782062.250000 Penalty: 3357.757568
	Iteration 4Q: 3 clusters Score -2782062 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2782651.500000 Penalty: 3357.757568
	Iteration 5Q: 3 clusters Score -2782652 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2783538.000000 Penalty: 3357.757568
	Iteration 6F: 3 clusters Score -2783538 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2784789.500000 Penalty: 3357.757568
	Iteration 7F: 3 clusters Score -2784790 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2786309.500000 Penalty: 3357.757568
	Iteration 8F: 3 clusters Score -2786310 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2788017.000000 Penalty: 3357.757568
	Iteration 9F: 3 clusters Score -2788017 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2789515.250000 Penalty: 3357.757568
	Iteration 10F: 3 clusters Score -2789515 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -2790558.250000 Penalty: 3357.757568
	Iteration 11Q: 3 clusters Score -2790558 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -2791191.500000 Penalty: 3357.757568
	Iteration 12Q: 3 clusters Score -2791192 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -2791551.750000 Penalty: 3357.757568
	Iteration 13Q: 3 clusters Score -2791552 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -2791795.250000 Penalty: 3357.757568
	Iteration 14Q: 3 clusters Score -2791795 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2791932.000000 Penalty: 3357.757568
	Iteration 15Q: 3 clusters Score -2791932 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -2792002.750000 Penalty: 3357.757568
	Iteration 16Q: 3 clusters Score -2792003 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2792055.750000 Penalty: 3357.757568
	Iteration 17Q: 3 clusters Score -2792056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -2792090.250000 Penalty: 3357.757568
	Iteration 18Q: 3 clusters Score -2792090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -2792120.750000 Penalty: 3357.757568
	Iteration 19Q: 3 clusters Score -2792121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -2792145.500000 Penalty: 3357.757568
	Iteration 20F: 3 clusters Score -2792146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -2792159.750000 Penalty: 3357.757568
	Iteration 21Q: 3 clusters Score -2792160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -2792172.500000 Penalty: 3357.757568
	Iteration 22Q: 3 clusters Score -2792172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -2792174.250000 Penalty: 3357.757568
	Iteration 23Q: 3 clusters Score -2792174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -2792176.500000 Penalty: 3357.757568
	Iteration 24Q: 3 clusters Score -2792176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -2792178.500000 Penalty: 3357.757568
	Iteration 25Q: 3 clusters Score -2792178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -2792186.000000 Penalty: 3357.757568
	Iteration 26Q: 3 clusters Score -2792186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -2792195.000000 Penalty: 3357.757568
	Iteration 27Q: 3 clusters Score -2792195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -2792202.250000 Penalty: 3357.757568
	Iteration 28Q: 3 clusters Score -2792202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -2792212.000000 Penalty: 3357.757568
	Iteration 29Q: 3 clusters Score -2792212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -2792218.750000 Penalty: 3357.757568
	Iteration 30Q: 3 clusters Score -2792219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -2792224.250000 Penalty: 3357.757568
	Iteration 31Q: 3 clusters Score -2792224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -2792227.750000 Penalty: 3357.757568
	Iteration 32Q: 3 clusters Score -2792228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -2792238.750000 Penalty: 3357.757568
	Iteration 33Q: 3 clusters Score -2792239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -2792237.000000 Penalty: 3357.757568
	Iteration 34Q: 3 clusters Score -2792237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2792241.750000 Penalty: 3357.757568
	Iteration 35Q: 3 clusters Score -2792242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -2792237.500000 Penalty: 3357.757568
	Iteration 36Q: 3 clusters Score -2792238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -2792243.000000 Penalty: 3357.757568
	Iteration 37Q: 3 clusters Score -2792243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -2792242.750000 Penalty: 3357.757568
	Iteration 38Q: 3 clusters Score -2792243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -2792242.250000 Penalty: 3357.757568
	Iteration 39Q: 3 clusters Score -2792242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -2792242.750000 Penalty: 3357.757568
	Iteration 40F: 3 clusters Score -2792243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -2792244.500000 Penalty: 3357.757568
	Iteration 41Q: 3 clusters Score -2792244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -2792241.750000 Penalty: 3357.757568
	Iteration 42Q: 3 clusters Score -2792242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -2792240.250000 Penalty: 3357.757568
	Iteration 43Q: 3 clusters Score -2792240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -2792240.250000 Penalty: 3357.757568
	Iteration 44F: 3 clusters Score -2792240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -11028.324219 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -11028.32 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 126 members 
Entering Unmasked Estep 
Score: -10270.864258 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -10270.86 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10507.574219 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -10507.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10534.678711 Penalty: 1814.636230
	Iteration 2F: 3 clusters Score -10534.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10538.502930 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -10538.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10538.502930 Penalty: 1814.636230
	Iteration 4F: 3 clusters Score -10538.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -15734.983398 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -15734.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15027.061523 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -15027.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15163.570312 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -15163.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15199.259766 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -15199.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15202.827148 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -15202.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15204.227539 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -15204.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15206.825195 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -15206.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15213.514648 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -15213.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15214.340820 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -15214.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15214.340820 Penalty: 1790.551270
	Iteration 8F: 3 clusters Score -15214.34 nChanged 0
--- Evaluating fit on full set of 2178069 points ---
Entering Unmasked Estep 
Score: -200673248.000000 Penalty: 49801.851562
21->22 Clusters: Score -200673248.000000, best is -200655664.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 726023 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 34844 members 
Mstep: Class 3 contains 34573 members 
Mstep: Class 4 contains 34350 members 
Mstep: Class 5 contains 34832 members 
Mstep: Class 6 contains 34513 members 
Mstep: Class 7 contains 34427 members 
Mstep: Class 8 contains 34383 members 
Mstep: Class 9 contains 34348 members 
Mstep: Class 10 contains 34548 members 
Mstep: Class 11 contains 34488 members 
Mstep: Class 12 contains 34590 members 
Mstep: Class 13 contains 34558 members 
Mstep: Class 14 contains 34416 members 
Mstep: Class 15 contains 34691 members 
Mstep: Class 16 contains 34823 members 
Mstep: Class 17 contains 34840 members 
Mstep: Class 18 contains 34699 members 
Mstep: Class 19 contains 34704 members 
Mstep: Class 20 contains 34610 members 
Mstep: Class 21 contains 34419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1283.265381 but Gain 2192.992188
Score: -63746760.000000 Penalty: 43859.843750
Iteration 0F: 21 clusters Score -6.374676e+07 nChanged 690646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 24036 members 
Mstep: Class 3 contains 32333 members 
Mstep: Class 5 contains 41627 members 
Mstep: Class 6 contains 24020 members 
Mstep: Class 7 contains 23202 members 
Mstep: Class 8 contains 47495 members 
Mstep: Class 9 contains 29427 members 
Mstep: Class 10 contains 80365 members 
Mstep: Class 11 contains 19512 members 
Mstep: Class 12 contains 23708 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 62530 members 
Mstep: Class 15 contains 37541 members 
Mstep: Class 16 contains 21855 members 
Mstep: Class 17 contains 12501 members 
Mstep: Class 18 contains 46865 members 
Mstep: Class 19 contains 76975 members 
Mstep: Class 20 contains 78035 members 
Mstep: Class 21 contains 18240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65378852.000000 Penalty: 43859.843750
Iteration 1F: 21 clusters Score -6.537885e+07 nChanged 229449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1693 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 16609 members 
Mstep: Class 3 contains 23055 members 
Mstep: Class 5 contains 37044 members 
Mstep: Class 6 contains 23859 members 
Mstep: Class 7 contains 16758 members 
Mstep: Class 8 contains 44246 members 
Mstep: Class 9 contains 25609 members 
Mstep: Class 10 contains 107988 members 
Mstep: Class 11 contains 12246 members 
Mstep: Class 12 contains 14647 members 
Mstep: Class 13 contains 12029 members 
Mstep: Class 14 contains 67841 members 
Mstep: Class 15 contains 34684 members 
Mstep: Class 16 contains 19704 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 42435 members 
Mstep: Class 19 contains 95728 members 
Mstep: Class 20 contains 100608 members 
Mstep: Class 21 contains 15995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65687048.000000 Penalty: 43859.843750
Iteration 2F: 21 clusters Score -6.568705e+07 nChanged 150752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1505 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17983 members 
Mstep: Class 5 contains 32596 members 
Mstep: Class 6 contains 20922 members 
Mstep: Class 7 contains 12153 members 
Mstep: Class 8 contains 41170 members 
Mstep: Class 9 contains 22015 members 
Mstep: Class 10 contains 128829 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 12379 members 
Mstep: Class 13 contains 11202 members 
Mstep: Class 14 contains 71896 members 
Mstep: Class 15 contains 31998 members 
Mstep: Class 16 contains 18471 members 
Mstep: Class 17 contains 4892 members 
Mstep: Class 18 contains 36224 members 
Mstep: Class 19 contains 107720 members 
Mstep: Class 20 contains 112079 members 
Mstep: Class 21 contains 13297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65829444.000000 Penalty: 43859.843750
Iteration 3F: 21 clusters Score -6.582944e+07 nChanged 116263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1392 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18007 members 
Mstep: Class 3 contains 16370 members 
Mstep: Class 5 contains 27504 members 
Mstep: Class 6 contains 17259 members 
Mstep: Class 7 contains 8497 members 
Mstep: Class 8 contains 37655 members 
Mstep: Class 9 contains 18708 members 
Mstep: Class 10 contains 147497 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 13369 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 73736 members 
Mstep: Class 15 contains 28485 members 
Mstep: Class 16 contains 17562 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 28728 members 
Mstep: Class 19 contains 118412 members 
Mstep: Class 20 contains 121281 members 
Mstep: Class 21 contains 10271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65930008.000000 Penalty: 43859.843750
Iteration 4F: 21 clusters Score -6.593001e+07 nChanged 99083
Entering Unmasked Mstep 
Mstep: Class 0 contains 1294 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 18202 members 
Mstep: Class 3 contains 15866 members 
Mstep: Class 5 contains 22712 members 
Mstep: Class 6 contains 13869 members 
Mstep: Class 7 contains 5883 members 
Mstep: Class 8 contains 33824 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 165476 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 15525 members 
Mstep: Class 13 contains 7835 members 
Mstep: Class 14 contains 75074 members 
Mstep: Class 15 contains 25263 members 
Mstep: Class 16 contains 16691 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 21049 members 
Mstep: Class 19 contains 127512 members 
Mstep: Class 20 contains 128487 members 
Mstep: Class 21 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1861.029297 but Gain 2192.992188
Score: -66014504.000000 Penalty: 41666.851562
Iteration 5F: 20 clusters Score -6.60145e+07 nChanged 90674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 17529 members 
Mstep: Class 3 contains 15862 members 
Mstep: Class 5 contains 18547 members 
Mstep: Class 6 contains 10683 members 
Mstep: Class 7 contains 4073 members 
Mstep: Class 8 contains 30631 members 
Mstep: Class 9 contains 12475 members 
Mstep: Class 10 contains 182043 members 
Mstep: Class 12 contains 17727 members 
Mstep: Class 13 contains 7572 members 
Mstep: Class 14 contains 77089 members 
Mstep: Class 15 contains 22907 members 
Mstep: Class 16 contains 15600 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 13724 members 
Mstep: Class 19 contains 135544 members 
Mstep: Class 20 contains 133095 members 
Mstep: Class 21 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1365.974121 but Gain 2192.992188
Score: -66094956.000000 Penalty: 39473.859375
Iteration 6F: 19 clusters Score -6.609496e+07 nChanged 82713
Entering Unmasked Mstep 
Mstep: Class 0 contains 994 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 16826 members 
Mstep: Class 3 contains 16083 members 
Mstep: Class 5 contains 14724 members 
Mstep: Class 6 contains 7948 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 29208 members 
Mstep: Class 9 contains 9657 members 
Mstep: Class 10 contains 194205 members 
Mstep: Class 12 contains 19150 members 
Mstep: Class 13 contains 7777 members 
Mstep: Class 14 contains 81421 members 
Mstep: Class 15 contains 21524 members 
Mstep: Class 16 contains 14331 members 
Mstep: Class 18 contains 7289 members 
Mstep: Class 19 contains 141429 members 
Mstep: Class 20 contains 134146 members 
Mstep: Class 21 contains 3915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66164324.000000 Penalty: 39473.859375
Iteration 7F: 19 clusters Score -6.616432e+07 nChanged 75103
Entering Unmasked Mstep 
Mstep: Class 0 contains 818 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15830 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 5748 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 199299 members 
Mstep: Class 12 contains 19770 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 88144 members 
Mstep: Class 15 contains 21305 members 
Mstep: Class 16 contains 13170 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 146464 members 
Mstep: Class 20 contains 132383 members 
Mstep: Class 21 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66220756.000000 Penalty: 39473.859375
Iteration 8F: 19 clusters Score -6.622076e+07 nChanged 66281
Entering Unmasked Mstep 
Mstep: Class 0 contains 652 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14983 members 
Mstep: Class 3 contains 16299 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 31509 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 198311 members 
Mstep: Class 12 contains 20061 members 
Mstep: Class 13 contains 8358 members 
Mstep: Class 14 contains 94892 members 
Mstep: Class 15 contains 21920 members 
Mstep: Class 16 contains 12203 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 152714 members 
Mstep: Class 20 contains 128946 members 
Mstep: Class 21 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66266060.000000 Penalty: 39473.859375
Iteration 9F: 19 clusters Score -6.626606e+07 nChanged 56740
Entering Unmasked Mstep 
Mstep: Class 0 contains 461 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 33172 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 192689 members 
Mstep: Class 12 contains 20099 members 
Mstep: Class 13 contains 8611 members 
Mstep: Class 14 contains 100618 members 
Mstep: Class 15 contains 22675 members 
Mstep: Class 16 contains 11436 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 162143 members 
Mstep: Class 20 contains 124412 members 
Mstep: Class 21 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66303732.000000 Penalty: 39473.859375
Iteration 10F: 19 clusters Score -6.630373e+07 nChanged 47966
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 16053 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 859 members 
Mstep: Class 8 contains 34580 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 184601 members 
Mstep: Class 12 contains 20119 members 
Mstep: Class 13 contains 8604 members 
Mstep: Class 14 contains 105233 members 
Mstep: Class 15 contains 23495 members 
Mstep: Class 16 contains 10847 members 
Mstep: Class 18 contains 1285 members 
Mstep: Class 19 contains 173861 members 
Mstep: Class 20 contains 118965 members 
Mstep: Class 21 contains 2023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66336972.000000 Penalty: 39473.859375
Iteration 11F: 19 clusters Score -6.633697e+07 nChanged 40668
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13406 members 
Mstep: Class 3 contains 15804 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 35565 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 176188 members 
Mstep: Class 12 contains 19948 members 
Mstep: Class 13 contains 8259 members 
Mstep: Class 14 contains 109073 members 
Mstep: Class 15 contains 24107 members 
Mstep: Class 16 contains 10435 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 186734 members 
Mstep: Class 20 contains 112701 members 
Mstep: Class 21 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1980.905640 but Gain 2192.992188
Score: -66364020.000000 Penalty: 37280.867188
Iteration 12F: 18 clusters Score -6.636402e+07 nChanged 36011
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13094 members 
Mstep: Class 3 contains 15561 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 36614 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 169066 members 
Mstep: Class 12 contains 19582 members 
Mstep: Class 13 contains 7809 members 
Mstep: Class 14 contains 112517 members 
Mstep: Class 15 contains 24642 members 
Mstep: Class 16 contains 10228 members 
Mstep: Class 18 contains 1512 members 
Mstep: Class 19 contains 199972 members 
Mstep: Class 20 contains 106142 members 
Mstep: Class 21 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2122.193848 but Gain 2192.992188
Score: -66386284.000000 Penalty: 35087.875000
Iteration 13Q: 17 clusters Score -6.638628e+07 nChanged 29998
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12851 members 
Mstep: Class 3 contains 15311 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 8 contains 36926 members 
Mstep: Class 10 contains 161652 members 
Mstep: Class 12 contains 19069 members 
Mstep: Class 13 contains 7656 members 
Mstep: Class 14 contains 116059 members 
Mstep: Class 15 contains 25033 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 18 contains 1572 members 
Mstep: Class 19 contains 213030 members 
Mstep: Class 20 contains 99957 members 
Mstep: Class 21 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66400136.000000 Penalty: 35087.875000
Iteration 14Q: 17 clusters Score -6.640014e+07 nChanged 24489
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12643 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 37064 members 
Mstep: Class 10 contains 154797 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 7565 members 
Mstep: Class 14 contains 118463 members 
Mstep: Class 15 contains 25297 members 
Mstep: Class 16 contains 9795 members 
Mstep: Class 18 contains 1561 members 
Mstep: Class 19 contains 225008 members 
Mstep: Class 20 contains 93487 members 
Mstep: Class 21 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66407952.000000 Penalty: 35087.875000
Iteration 15Q: 17 clusters Score -6.640795e+07 nChanged 21670
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12434 members 
Mstep: Class 3 contains 14555 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 37053 members 
Mstep: Class 10 contains 148921 members 
Mstep: Class 12 contains 17969 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 14 contains 120517 members 
Mstep: Class 15 contains 25487 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 236053 members 
Mstep: Class 20 contains 87384 members 
Mstep: Class 21 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66415000.000000 Penalty: 35087.875000
Iteration 16Q: 17 clusters Score -6.6415e+07 nChanged 19860
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12296 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 36991 members 
Mstep: Class 10 contains 144013 members 
Mstep: Class 12 contains 17378 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 122192 members 
Mstep: Class 15 contains 25632 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 245953 members 
Mstep: Class 20 contains 81804 members 
Mstep: Class 21 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66421100.000000 Penalty: 35087.875000
Iteration 17Q: 17 clusters Score -6.64211e+07 nChanged 18449
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12196 members 
Mstep: Class 3 contains 13686 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 36909 members 
Mstep: Class 10 contains 138808 members 
Mstep: Class 12 contains 16769 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 14 contains 123816 members 
Mstep: Class 15 contains 25758 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 255084 members 
Mstep: Class 20 contains 77368 members 
Mstep: Class 21 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66426432.000000 Penalty: 35087.875000
Iteration 18Q: 17 clusters Score -6.642643e+07 nChanged 17077
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 13221 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 36796 members 
Mstep: Class 10 contains 133318 members 
Mstep: Class 12 contains 16227 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 125326 members 
Mstep: Class 15 contains 25879 members 
Mstep: Class 16 contains 9457 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 263446 members 
Mstep: Class 20 contains 74058 members 
Mstep: Class 21 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66431496.000000 Penalty: 35087.875000
Iteration 19Q: 17 clusters Score -6.64315e+07 nChanged 16257
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12021 members 
Mstep: Class 3 contains 12755 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 36660 members 
Mstep: Class 10 contains 127447 members 
Mstep: Class 12 contains 15758 members 
Mstep: Class 13 contains 7021 members 
Mstep: Class 14 contains 126865 members 
Mstep: Class 15 contains 25995 members 
Mstep: Class 16 contains 9410 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 271068 members 
Mstep: Class 20 contains 71743 members 
Mstep: Class 21 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66437796.000000 Penalty: 35087.875000
Iteration 20F: 17 clusters Score -6.64378e+07 nChanged 15504
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11923 members 
Mstep: Class 3 contains 12278 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 900 members 
Mstep: Class 8 contains 36432 members 
Mstep: Class 10 contains 121332 members 
Mstep: Class 12 contains 15361 members 
Mstep: Class 13 contains 6924 members 
Mstep: Class 14 contains 128392 members 
Mstep: Class 15 contains 26128 members 
Mstep: Class 16 contains 9375 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 278030 members 
Mstep: Class 20 contains 70336 members 
Mstep: Class 21 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444468.000000 Penalty: 35087.875000
Iteration 21Q: 17 clusters Score -6.644447e+07 nChanged 14564
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11818 members 
Mstep: Class 3 contains 11805 members 
Mstep: Class 6 contains 4753 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 36129 members 
Mstep: Class 10 contains 115163 members 
Mstep: Class 12 contains 15059 members 
Mstep: Class 13 contains 6852 members 
Mstep: Class 14 contains 129839 members 
Mstep: Class 15 contains 26310 members 
Mstep: Class 16 contains 9340 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 284391 members 
Mstep: Class 20 contains 69671 members 
Mstep: Class 21 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449060.000000 Penalty: 35087.875000
Iteration 22Q: 17 clusters Score -6.644906e+07 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 6 contains 5051 members 
Mstep: Class 7 contains 940 members 
Mstep: Class 8 contains 35791 members 
Mstep: Class 10 contains 109062 members 
Mstep: Class 12 contains 14825 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 131201 members 
Mstep: Class 15 contains 26498 members 
Mstep: Class 16 contains 9305 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 290151 members 
Mstep: Class 20 contains 69502 members 
Mstep: Class 21 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453784.000000 Penalty: 35087.875000
Iteration 23Q: 17 clusters Score -6.645378e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 6 contains 5298 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 35416 members 
Mstep: Class 10 contains 102796 members 
Mstep: Class 12 contains 14643 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 132376 members 
Mstep: Class 15 contains 26767 members 
Mstep: Class 16 contains 9271 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 295713 members 
Mstep: Class 20 contains 69743 members 
Mstep: Class 21 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457600.000000 Penalty: 35087.875000
Iteration 24Q: 17 clusters Score -6.64576e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11672 members 
Mstep: Class 3 contains 10631 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 35061 members 
Mstep: Class 10 contains 96485 members 
Mstep: Class 12 contains 14495 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 133350 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 9234 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 301032 members 
Mstep: Class 20 contains 70338 members 
Mstep: Class 21 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66459520.000000 Penalty: 35087.875000
Iteration 25Q: 17 clusters Score -6.645952e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11639 members 
Mstep: Class 3 contains 10433 members 
Mstep: Class 6 contains 5637 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 34858 members 
Mstep: Class 10 contains 90757 members 
Mstep: Class 12 contains 14256 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 134481 members 
Mstep: Class 15 contains 27363 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 305172 members 
Mstep: Class 20 contains 71172 members 
Mstep: Class 21 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460000.000000 Penalty: 35087.875000
Iteration 26Q: 17 clusters Score -6.646e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11642 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 34754 members 
Mstep: Class 10 contains 85795 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 135899 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 9151 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 308047 members 
Mstep: Class 20 contains 72087 members 
Mstep: Class 21 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460228.000000 Penalty: 35087.875000
Iteration 27Q: 17 clusters Score -6.646023e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11655 members 
Mstep: Class 3 contains 10151 members 
Mstep: Class 6 contains 5629 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 34722 members 
Mstep: Class 10 contains 81472 members 
Mstep: Class 12 contains 13705 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 137309 members 
Mstep: Class 15 contains 28329 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 309833 members 
Mstep: Class 20 contains 73271 members 
Mstep: Class 21 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460504.000000 Penalty: 35087.875000
Iteration 28Q: 17 clusters Score -6.64605e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 10042 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 34757 members 
Mstep: Class 10 contains 77937 members 
Mstep: Class 12 contains 13458 members 
Mstep: Class 13 contains 6366 members 
Mstep: Class 14 contains 138770 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 9085 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 310741 members 
Mstep: Class 20 contains 74424 members 
Mstep: Class 21 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66459644.000000 Penalty: 35087.875000
Iteration 29Q: 17 clusters Score -6.645964e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 9954 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 34859 members 
Mstep: Class 10 contains 74888 members 
Mstep: Class 12 contains 13256 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 140453 members 
Mstep: Class 15 contains 29336 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 18 contains 1582 members 
Mstep: Class 19 contains 310726 members 
Mstep: Class 20 contains 75613 members 
Mstep: Class 21 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66459936.000000 Penalty: 35087.875000
Iteration 30Q: 17 clusters Score -6.645994e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 9885 members 
Mstep: Class 6 contains 5489 members 
Mstep: Class 7 contains 931 members 
Mstep: Class 8 contains 34971 members 
Mstep: Class 10 contains 72221 members 
Mstep: Class 12 contains 13118 members 
Mstep: Class 13 contains 6160 members 
Mstep: Class 14 contains 142298 members 
Mstep: Class 15 contains 29836 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 310254 members 
Mstep: Class 20 contains 76616 members 
Mstep: Class 21 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460476.000000 Penalty: 35087.875000
Iteration 31Q: 17 clusters Score -6.646048e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11877 members 
Mstep: Class 3 contains 9817 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 930 members 
Mstep: Class 8 contains 35040 members 
Mstep: Class 10 contains 69884 members 
Mstep: Class 12 contains 13016 members 
Mstep: Class 13 contains 6063 members 
Mstep: Class 14 contains 144074 members 
Mstep: Class 15 contains 30243 members 
Mstep: Class 16 contains 9025 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 309730 members 
Mstep: Class 20 contains 77467 members 
Mstep: Class 21 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460984.000000 Penalty: 35087.875000
Iteration 32Q: 17 clusters Score -6.646098e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11943 members 
Mstep: Class 3 contains 9737 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 35081 members 
Mstep: Class 10 contains 67892 members 
Mstep: Class 12 contains 12923 members 
Mstep: Class 13 contains 5984 members 
Mstep: Class 14 contains 145896 members 
Mstep: Class 15 contains 30565 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 309082 members 
Mstep: Class 20 contains 78147 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461588.000000 Penalty: 35087.875000
Iteration 33Q: 17 clusters Score -6.646159e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 9676 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 35088 members 
Mstep: Class 10 contains 66167 members 
Mstep: Class 12 contains 12815 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 147632 members 
Mstep: Class 15 contains 30807 members 
Mstep: Class 16 contains 9006 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 308522 members 
Mstep: Class 20 contains 78647 members 
Mstep: Class 21 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462444.000000 Penalty: 35087.875000
Iteration 34Q: 17 clusters Score -6.646244e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12097 members 
Mstep: Class 3 contains 9615 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 35040 members 
Mstep: Class 10 contains 64666 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 5842 members 
Mstep: Class 14 contains 149323 members 
Mstep: Class 15 contains 31034 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 307992 members 
Mstep: Class 20 contains 78965 members 
Mstep: Class 21 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462828.000000 Penalty: 35087.875000
Iteration 35Q: 17 clusters Score -6.646283e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 9570 members 
Mstep: Class 6 contains 5440 members 
Mstep: Class 7 contains 930 members 
Mstep: Class 8 contains 34989 members 
Mstep: Class 10 contains 63374 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 5776 members 
Mstep: Class 14 contains 150932 members 
Mstep: Class 15 contains 31204 members 
Mstep: Class 16 contains 8998 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 307627 members 
Mstep: Class 20 contains 79044 members 
Mstep: Class 21 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463344.000000 Penalty: 35087.875000
Iteration 36Q: 17 clusters Score -6.646334e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12268 members 
Mstep: Class 3 contains 9525 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 931 members 
Mstep: Class 8 contains 34910 members 
Mstep: Class 10 contains 62276 members 
Mstep: Class 12 contains 12538 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 152454 members 
Mstep: Class 15 contains 31334 members 
Mstep: Class 16 contains 8998 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 307319 members 
Mstep: Class 20 contains 78995 members 
Mstep: Class 21 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463104.000000 Penalty: 35087.875000
Iteration 37Q: 17 clusters Score -6.64631e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 9494 members 
Mstep: Class 6 contains 5425 members 
Mstep: Class 7 contains 930 members 
Mstep: Class 8 contains 34861 members 
Mstep: Class 10 contains 61229 members 
Mstep: Class 12 contains 12469 members 
Mstep: Class 13 contains 5646 members 
Mstep: Class 14 contains 153937 members 
Mstep: Class 15 contains 31448 members 
Mstep: Class 16 contains 8994 members 
Mstep: Class 18 contains 1582 members 
Mstep: Class 19 contains 307060 members 
Mstep: Class 20 contains 78850 members 
Mstep: Class 21 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463172.000000 Penalty: 35087.875000
Iteration 38Q: 17 clusters Score -6.646317e+07 nChanged 3348
Entering ConstructFrom: 
Score: -66463172.000000 Penalty: 35087.875000
Entering ConstructFrom: 
Trying to split cluster 1 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -38486.796875 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -38486.8 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 390 members 
Entering Unmasked Estep 
Score: -37395.332031 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -37395.33 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38146.046875 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -38146.05 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -38618.078125 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -38618.08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39092.085938 Penalty: 2159.231689
	Iteration 3F: 3 clusters Score -39092.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39626.406250 Penalty: 2159.231689
	Iteration 4F: 3 clusters Score -39626.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39952.843750 Penalty: 2159.231689
	Iteration 5F: 3 clusters Score -39952.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40209.992188 Penalty: 2159.231689
	Iteration 6F: 3 clusters Score -40209.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40365.339844 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -40365.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40419.570312 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -40419.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40480.367188 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -40480.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40513.136719 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -40513.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40515.484375 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -40515.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40517.496094 Penalty: 2159.231689
	Iteration 12F: 3 clusters Score -40517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40531.441406 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -40531.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40531.902344 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -40531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40531.902344 Penalty: 2159.231689
	Iteration 15F: 3 clusters Score -40531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12445 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 6 contains 5392 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 10 contains 60332 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 5584 members 
Mstep: Class 14 contains 155374 members 
Mstep: Class 15 contains 31511 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 18 contains 1582 members 
Mstep: Class 19 contains 306832 members 
Mstep: Class 20 contains 78612 members 
Mstep: Class 21 contains 862 members 
Entering Unmasked Estep 
Score: -66464128.000000 Penalty: 37280.867188
Splitting cluster 1 changes total score from -66463172.000000 to -66464128.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (12445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Entering Unmasked Estep 
Score: -1109517.625000 Penalty: 1532.224609
	Iteration 0F: 2 clusters Score -1109518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1100738.000000 Penalty: 3064.449219
	Iteration 0F: 3 clusters Score -1100738 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1103699.625000 Penalty: 3064.449219
	Iteration 1F: 3 clusters Score -1103700 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1103956.875000 Penalty: 3064.449219
	Iteration 2F: 3 clusters Score -1103957 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1104193.500000 Penalty: 3064.449219
	Iteration 3Q: 3 clusters Score -1104194 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1104427.750000 Penalty: 3064.449219
	Iteration 4Q: 3 clusters Score -1104428 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1104650.750000 Penalty: 3064.449219
	Iteration 5Q: 3 clusters Score -1104651 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1104878.625000 Penalty: 3064.449219
	Iteration 6Q: 3 clusters Score -1104879 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1105135.500000 Penalty: 3064.449219
	Iteration 7Q: 3 clusters Score -1105136 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1105469.500000 Penalty: 3064.449219
	Iteration 8Q: 3 clusters Score -1105470 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1105836.375000 Penalty: 3064.449219
	Iteration 9Q: 3 clusters Score -1105836 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1106234.625000 Penalty: 3064.449219
	Iteration 10Q: 3 clusters Score -1106235 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1106600.000000 Penalty: 3064.449219
	Iteration 11Q: 3 clusters Score -1106600 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1106920.000000 Penalty: 3064.449219
	Iteration 12Q: 3 clusters Score -1106920 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1107189.250000 Penalty: 3064.449219
	Iteration 13Q: 3 clusters Score -1107189 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1107395.750000 Penalty: 3064.449219
	Iteration 14Q: 3 clusters Score -1107396 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1107562.750000 Penalty: 3064.449219
	Iteration 15Q: 3 clusters Score -1107563 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1107703.125000 Penalty: 3064.449219
	Iteration 16Q: 3 clusters Score -1107703 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1107840.875000 Penalty: 3064.449219
	Iteration 17Q: 3 clusters Score -1107841 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1107963.125000 Penalty: 3064.449219
	Iteration 18Q: 3 clusters Score -1107963 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1108049.875000 Penalty: 3064.449219
	Iteration 19Q: 3 clusters Score -1108050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1108109.500000 Penalty: 3064.449219
	Iteration 20F: 3 clusters Score -1108110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1108150.375000 Penalty: 3064.449219
	Iteration 21Q: 3 clusters Score -1108150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1108177.875000 Penalty: 3064.449219
	Iteration 22Q: 3 clusters Score -1108178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1108195.500000 Penalty: 3064.449219
	Iteration 23Q: 3 clusters Score -1108196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1108212.625000 Penalty: 3064.449219
	Iteration 24Q: 3 clusters Score -1108213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1108234.375000 Penalty: 3064.449219
	Iteration 25Q: 3 clusters Score -1108234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1108244.625000 Penalty: 3064.449219
	Iteration 26Q: 3 clusters Score -1108245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1108250.250000 Penalty: 3064.449219
	Iteration 27Q: 3 clusters Score -1108250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1108260.875000 Penalty: 3064.449219
	Iteration 28Q: 3 clusters Score -1108261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1108267.250000 Penalty: 3064.449219
	Iteration 29Q: 3 clusters Score -1108267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1108273.750000 Penalty: 3064.449219
	Iteration 30Q: 3 clusters Score -1108274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1108276.875000 Penalty: 3064.449219
	Iteration 31Q: 3 clusters Score -1108277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1108282.000000 Penalty: 3064.449219
	Iteration 32Q: 3 clusters Score -1108282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1108285.375000 Penalty: 3064.449219
	Iteration 33Q: 3 clusters Score -1108285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1108283.750000 Penalty: 3064.449219
	Iteration 34Q: 3 clusters Score -1108284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1108285.625000 Penalty: 3064.449219
	Iteration 35Q: 3 clusters Score -1108286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1108285.625000 Penalty: 3064.449219
	Iteration 36F: 3 clusters Score -1108286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -876803.375000 Penalty: 1487.968384
	Iteration 0F: 2 clusters Score -876803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -870011.250000 Penalty: 2975.936768
	Iteration 0F: 3 clusters Score -870011.2 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -872162.312500 Penalty: 2975.936768
	Iteration 1F: 3 clusters Score -872162.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -872382.250000 Penalty: 2975.936768
	Iteration 2F: 3 clusters Score -872382.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -872561.187500 Penalty: 2975.936768
	Iteration 3Q: 3 clusters Score -872561.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -872738.375000 Penalty: 2975.936768
	Iteration 4Q: 3 clusters Score -872738.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -872919.375000 Penalty: 2975.936768
	Iteration 5Q: 3 clusters Score -872919.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -873144.187500 Penalty: 2975.936768
	Iteration 6Q: 3 clusters Score -873144.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -873437.625000 Penalty: 2975.936768
	Iteration 7Q: 3 clusters Score -873437.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -873798.562500 Penalty: 2975.936768
	Iteration 8F: 3 clusters Score -873798.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -874180.187500 Penalty: 2975.936768
	Iteration 9F: 3 clusters Score -874180.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -874523.125000 Penalty: 2975.936768
	Iteration 10Q: 3 clusters Score -874523.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -874839.562500 Penalty: 2975.936768
	Iteration 11Q: 3 clusters Score -874839.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -875058.625000 Penalty: 2975.936768
	Iteration 12Q: 3 clusters Score -875058.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -875224.625000 Penalty: 2975.936768
	Iteration 13Q: 3 clusters Score -875224.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -875326.187500 Penalty: 2975.936768
	Iteration 14Q: 3 clusters Score -875326.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -875380.687500 Penalty: 2975.936768
	Iteration 15Q: 3 clusters Score -875380.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -875417.750000 Penalty: 2975.936768
	Iteration 16Q: 3 clusters Score -875417.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -875448.562500 Penalty: 2975.936768
	Iteration 17Q: 3 clusters Score -875448.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -875462.062500 Penalty: 2975.936768
	Iteration 18Q: 3 clusters Score -875462.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -875480.687500 Penalty: 2975.936768
	Iteration 19Q: 3 clusters Score -875480.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -875488.187500 Penalty: 2975.936768
	Iteration 20F: 3 clusters Score -875488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -875493.250000 Penalty: 2975.936768
	Iteration 21Q: 3 clusters Score -875493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -875494.187500 Penalty: 2975.936768
	Iteration 22Q: 3 clusters Score -875494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -875495.937500 Penalty: 2975.936768
	Iteration 23Q: 3 clusters Score -875495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -875495.937500 Penalty: 2975.936768
	Iteration 24F: 3 clusters Score -875495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -479261.062500 Penalty: 1396.309082
	Iteration 0F: 2 clusters Score -479261.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -475019.937500 Penalty: 2792.618164
	Iteration 0F: 3 clusters Score -475019.9 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -476419.843750 Penalty: 2792.618164
	Iteration 1F: 3 clusters Score -476419.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -477208.937500 Penalty: 2792.618164
	Iteration 2F: 3 clusters Score -477208.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -478065.375000 Penalty: 2792.618164
	Iteration 3F: 3 clusters Score -478065.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -478790.343750 Penalty: 2792.618164
	Iteration 4F: 3 clusters Score -478790.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -479209.375000 Penalty: 2792.618164
	Iteration 5F: 3 clusters Score -479209.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -479417.218750 Penalty: 2792.618164
	Iteration 6Q: 3 clusters Score -479417.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -479531.406250 Penalty: 2792.618164
	Iteration 7Q: 3 clusters Score -479531.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -479587.968750 Penalty: 2792.618164
	Iteration 8Q: 3 clusters Score -479588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -479627.593750 Penalty: 2792.618164
	Iteration 9Q: 3 clusters Score -479627.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -479646.812500 Penalty: 2792.618164
	Iteration 10Q: 3 clusters Score -479646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -479655.875000 Penalty: 2792.618164
	Iteration 11Q: 3 clusters Score -479655.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -479661.281250 Penalty: 2792.618164
	Iteration 12Q: 3 clusters Score -479661.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -479665.187500 Penalty: 2792.618164
	Iteration 13Q: 3 clusters Score -479665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -479667.093750 Penalty: 2792.618164
	Iteration 14Q: 3 clusters Score -479667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -479667.593750 Penalty: 2792.618164
	Iteration 15Q: 3 clusters Score -479667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -479667.750000 Penalty: 2792.618164
	Iteration 16Q: 3 clusters Score -479667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -479667.750000 Penalty: 2792.618164
	Iteration 17F: 3 clusters Score -479667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12445 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 10 contains 60332 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 5584 members 
Mstep: Class 14 contains 155374 members 
Mstep: Class 15 contains 31511 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 18 contains 1582 members 
Mstep: Class 19 contains 306832 members 
Mstep: Class 20 contains 78612 members 
Mstep: Class 21 contains 862 members 
Entering Unmasked Estep 
Score: -66463620.000000 Penalty: 39473.859375
Splitting cluster 6 changes total score from -66463172.000000 to -66463620.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -67726.062500 Penalty: 1111.066528
	Iteration 0F: 2 clusters Score -67726.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66546.835938 Penalty: 2222.133057
	Iteration 0F: 3 clusters Score -66546.84 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -67354.203125 Penalty: 2222.133057
	Iteration 1F: 3 clusters Score -67354.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67688.195312 Penalty: 2222.133057
	Iteration 2F: 3 clusters Score -67688.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -67814.656250 Penalty: 2222.133057
	Iteration 3F: 3 clusters Score -67814.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -67895.632812 Penalty: 2222.133057
	Iteration 4Q: 3 clusters Score -67895.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -67954.406250 Penalty: 2222.133057
	Iteration 5Q: 3 clusters Score -67954.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -67998.421875 Penalty: 2222.133057
	Iteration 6Q: 3 clusters Score -67998.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -68056.890625 Penalty: 2222.133057
	Iteration 7Q: 3 clusters Score -68056.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -68192.414062 Penalty: 2222.133057
	Iteration 8Q: 3 clusters Score -68192.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -68500.937500 Penalty: 2222.133057
	Iteration 9F: 3 clusters Score -68500.94 nChanged 99
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: -68968.648438 Penalty: 2222.133057
	Iteration 10F: 3 clusters Score -68968.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69276.406250 Penalty: 2222.133057
	Iteration 11F: 3 clusters Score -69276.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69394.773438 Penalty: 2222.133057
	Iteration 12Q: 3 clusters Score -69394.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69426.515625 Penalty: 2222.133057
	Iteration 13Q: 3 clusters Score -69426.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -69427.867188 Penalty: 2222.133057
	Iteration 14Q: 3 clusters Score -69427.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -69427.867188 Penalty: 2222.133057
	Iteration 15F: 3 clusters Score -69427.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12445 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 60332 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 5584 members 
Mstep: Class 14 contains 155374 members 
Mstep: Class 15 contains 31511 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 18 contains 1582 members 
Mstep: Class 19 contains 306832 members 
Mstep: Class 20 contains 78612 members 
Mstep: Class 21 contains 862 members 
Entering Unmasked Estep 
Score: -66464144.000000 Penalty: 41666.851562
Splitting cluster 7 changes total score from -66463172.000000 to -66464144.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (34810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Entering Unmasked Estep 
Score: -3305327.250000 Penalty: 1699.369751
	Iteration 0F: 2 clusters Score -3305327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3281956.750000 Penalty: 3398.739502
	Iteration 0F: 3 clusters Score -3281957 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3290975.250000 Penalty: 3398.739502
	Iteration 1F: 3 clusters Score -3290975 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3291384.000000 Penalty: 3398.739502
	Iteration 2Q: 3 clusters Score -3291384 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3291802.500000 Penalty: 3398.739502
	Iteration 3Q: 3 clusters Score -3291802 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3292258.000000 Penalty: 3398.739502
	Iteration 4Q: 3 clusters Score -3292258 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3292800.500000 Penalty: 3398.739502
	Iteration 5Q: 3 clusters Score -3292800 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3293592.000000 Penalty: 3398.739502
	Iteration 6Q: 3 clusters Score -3293592 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3294753.750000 Penalty: 3398.739502
	Iteration 7F: 3 clusters Score -3294754 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3296275.000000 Penalty: 3398.739502
	Iteration 8F: 3 clusters Score -3296275 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3297915.250000 Penalty: 3398.739502
	Iteration 9F: 3 clusters Score -3297915 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3299157.750000 Penalty: 3398.739502
	Iteration 10F: 3 clusters Score -3299158 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3299960.750000 Penalty: 3398.739502
	Iteration 11Q: 3 clusters Score -3299961 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3300517.750000 Penalty: 3398.739502
	Iteration 12Q: 3 clusters Score -3300518 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3300970.000000 Penalty: 3398.739502
	Iteration 13Q: 3 clusters Score -3300970 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3301333.500000 Penalty: 3398.739502
	Iteration 14Q: 3 clusters Score -3301334 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3301645.250000 Penalty: 3398.739502
	Iteration 15Q: 3 clusters Score -3301645 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3301935.250000 Penalty: 3398.739502
	Iteration 16Q: 3 clusters Score -3301935 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3302149.000000 Penalty: 3398.739502
	Iteration 17Q: 3 clusters Score -3302149 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3302317.750000 Penalty: 3398.739502
	Iteration 18Q: 3 clusters Score -3302318 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3302438.750000 Penalty: 3398.739502
	Iteration 19Q: 3 clusters Score -3302439 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3302548.000000 Penalty: 3398.739502
	Iteration 20F: 3 clusters Score -3302548 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3302671.250000 Penalty: 3398.739502
	Iteration 21Q: 3 clusters Score -3302671 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3302765.000000 Penalty: 3398.739502
	Iteration 22Q: 3 clusters Score -3302765 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3302876.000000 Penalty: 3398.739502
	Iteration 23Q: 3 clusters Score -3302876 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3302928.500000 Penalty: 3398.739502
	Iteration 24Q: 3 clusters Score -3302928 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -3302985.500000 Penalty: 3398.739502
	Iteration 25Q: 3 clusters Score -3302986 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3303016.250000 Penalty: 3398.739502
	Iteration 26Q: 3 clusters Score -3303016 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3303074.000000 Penalty: 3398.739502
	Iteration 27Q: 3 clusters Score -3303074 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3303096.250000 Penalty: 3398.739502
	Iteration 28Q: 3 clusters Score -3303096 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3303148.500000 Penalty: 3398.739502
	Iteration 29Q: 3 clusters Score -3303148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3303173.000000 Penalty: 3398.739502
	Iteration 30Q: 3 clusters Score -3303173 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -3303209.250000 Penalty: 3398.739502
	Iteration 31Q: 3 clusters Score -3303209 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -3303245.250000 Penalty: 3398.739502
	Iteration 32Q: 3 clusters Score -3303245 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3303264.750000 Penalty: 3398.739502
	Iteration 33Q: 3 clusters Score -3303265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -3303278.000000 Penalty: 3398.739502
	Iteration 34Q: 3 clusters Score -3303278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3303315.250000 Penalty: 3398.739502
	Iteration 35Q: 3 clusters Score -3303315 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -3303348.500000 Penalty: 3398.739502
	Iteration 36Q: 3 clusters Score -3303348 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3303380.500000 Penalty: 3398.739502
	Iteration 37Q: 3 clusters Score -3303380 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3303395.000000 Penalty: 3398.739502
	Iteration 38Q: 3 clusters Score -3303395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3303412.500000 Penalty: 3398.739502
	Iteration 39Q: 3 clusters Score -3303412 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3303444.000000 Penalty: 3398.739502
	Iteration 40F: 3 clusters Score -3303444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3303472.250000 Penalty: 3398.739502
	Iteration 41Q: 3 clusters Score -3303472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3303496.250000 Penalty: 3398.739502
	Iteration 42Q: 3 clusters Score -3303496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -3303523.500000 Penalty: 3398.739502
	Iteration 43Q: 3 clusters Score -3303524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3303534.750000 Penalty: 3398.739502
	Iteration 44Q: 3 clusters Score -3303535 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -3303553.500000 Penalty: 3398.739502
	Iteration 45Q: 3 clusters Score -3303554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -3303561.750000 Penalty: 3398.739502
	Iteration 46Q: 3 clusters Score -3303562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3303575.000000 Penalty: 3398.739502
	Iteration 47Q: 3 clusters Score -3303575 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3303593.750000 Penalty: 3398.739502
	Iteration 48Q: 3 clusters Score -3303594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -3303635.250000 Penalty: 3398.739502
	Iteration 49Q: 3 clusters Score -3303635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -3303648.750000 Penalty: 3398.739502
	Iteration 50Q: 3 clusters Score -3303649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -3303669.500000 Penalty: 3398.739502
	Iteration 51Q: 3 clusters Score -3303670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3303692.000000 Penalty: 3398.739502
	Iteration 52Q: 3 clusters Score -3303692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3303722.250000 Penalty: 3398.739502
	Iteration 53Q: 3 clusters Score -3303722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -3303740.500000 Penalty: 3398.739502
	Iteration 54Q: 3 clusters Score -3303740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3303751.000000 Penalty: 3398.739502
	Iteration 55Q: 3 clusters Score -3303751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -3303760.500000 Penalty: 3398.739502
	Iteration 56Q: 3 clusters Score -3303760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -3303774.500000 Penalty: 3398.739502
	Iteration 57Q: 3 clusters Score -3303774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3303775.750000 Penalty: 3398.739502
	Iteration 58Q: 3 clusters Score -3303776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -3303782.250000 Penalty: 3398.739502
	Iteration 59Q: 3 clusters Score -3303782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3303788.250000 Penalty: 3398.739502
	Iteration 60F: 3 clusters Score -3303788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -3303796.500000 Penalty: 3398.739502
	Iteration 61Q: 3 clusters Score -3303796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3303807.000000 Penalty: 3398.739502
	Iteration 62Q: 3 clusters Score -3303807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3303809.250000 Penalty: 3398.739502
	Iteration 63Q: 3 clusters Score -3303809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -3303816.000000 Penalty: 3398.739502
	Iteration 64Q: 3 clusters Score -3303816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -3303809.500000 Penalty: 3398.739502
	Iteration 65Q: 3 clusters Score -3303810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -3303812.000000 Penalty: 3398.739502
	Iteration 66Q: 3 clusters Score -3303812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -3303813.750000 Penalty: 3398.739502
	Iteration 67Q: 3 clusters Score -3303814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -3303815.000000 Penalty: 3398.739502
	Iteration 68Q: 3 clusters Score -3303815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -3303814.250000 Penalty: 3398.739502
	Iteration 69Q: 3 clusters Score -3303814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3303815.750000 Penalty: 3398.739502
	Iteration 70Q: 3 clusters Score -3303816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -3303819.500000 Penalty: 3398.739502
	Iteration 71Q: 3 clusters Score -3303820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -3303824.000000 Penalty: 3398.739502
	Iteration 72Q: 3 clusters Score -3303824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3303824.250000 Penalty: 3398.739502
	Iteration 73Q: 3 clusters Score -3303824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -3303832.500000 Penalty: 3398.739502
	Iteration 74Q: 3 clusters Score -3303832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -3303833.250000 Penalty: 3398.739502
	Iteration 75Q: 3 clusters Score -3303833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3303833.250000 Penalty: 3398.739502
	Iteration 76Q: 3 clusters Score -3303833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -3303839.250000 Penalty: 3398.739502
	Iteration 77Q: 3 clusters Score -3303839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -3303839.750000 Penalty: 3398.739502
	Iteration 78Q: 3 clusters Score -3303840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -3303838.500000 Penalty: 3398.739502
	Iteration 79Q: 3 clusters Score -3303838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -3303836.750000 Penalty: 3398.739502
	Iteration 80F: 3 clusters Score -3303837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -3303838.750000 Penalty: 3398.739502
	Iteration 81Q: 3 clusters Score -3303839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3303838.500000 Penalty: 3398.739502
	Iteration 82Q: 3 clusters Score -3303838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3303835.250000 Penalty: 3398.739502
	Iteration 83Q: 3 clusters Score -3303835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -3303837.500000 Penalty: 3398.739502
	Iteration 84Q: 3 clusters Score -3303838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -3303835.000000 Penalty: 3398.739502
	Iteration 85Q: 3 clusters Score -3303835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -3303841.750000 Penalty: 3398.739502
	Iteration 86Q: 3 clusters Score -3303842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3303838.000000 Penalty: 3398.739502
	Iteration 87Q: 3 clusters Score -3303838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3303834.250000 Penalty: 3398.739502
	Iteration 88Q: 3 clusters Score -3303834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -3303833.500000 Penalty: 3398.739502
	Iteration 89Q: 3 clusters Score -3303834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -3303836.500000 Penalty: 3398.739502
	Iteration 90Q: 3 clusters Score -3303836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3303838.000000 Penalty: 3398.739502
	Iteration 91Q: 3 clusters Score -3303838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -3303841.250000 Penalty: 3398.739502
	Iteration 92Q: 3 clusters Score -3303841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -3303843.000000 Penalty: 3398.739502
	Iteration 93Q: 3 clusters Score -3303843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -3303843.750000 Penalty: 3398.739502
	Iteration 94Q: 3 clusters Score -3303844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3303842.250000 Penalty: 3398.739502
	Iteration 95Q: 3 clusters Score -3303842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -3303845.000000 Penalty: 3398.739502
	Iteration 96Q: 3 clusters Score -3303845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3303844.000000 Penalty: 3398.739502
	Iteration 97Q: 3 clusters Score -3303844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3303844.000000 Penalty: 3398.739502
	Iteration 98F: 3 clusters Score -3303844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Entering Unmasked Estep 
Score: -5727934.500000 Penalty: 1788.737915
	Iteration 0F: 2 clusters Score -5727934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -5687425.500000 Penalty: 3577.475830
	Iteration 0F: 3 clusters Score -5687426 nChanged 28569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -5703516.500000 Penalty: 3577.475830
	Iteration 1F: 3 clusters Score -5703516 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5704088.500000 Penalty: 3577.475830
	Iteration 2Q: 3 clusters Score -5704088 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -5704645.500000 Penalty: 3577.475830
	Iteration 3Q: 3 clusters Score -5704646 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -5705401.000000 Penalty: 3577.475830
	Iteration 4Q: 3 clusters Score -5705401 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -5706386.500000 Penalty: 3577.475830
	Iteration 5Q: 3 clusters Score -5706386 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -5707925.500000 Penalty: 3577.475830
	Iteration 6F: 3 clusters Score -5707926 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5710372.500000 Penalty: 3577.475830
	Iteration 7F: 3 clusters Score -5710372 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5713900.500000 Penalty: 3577.475830
	Iteration 8F: 3 clusters Score -5713900 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -5718048.000000 Penalty: 3577.475830
	Iteration 9F: 3 clusters Score -5718048 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -5721563.000000 Penalty: 3577.475830
	Iteration 10F: 3 clusters Score -5721563 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -5723788.000000 Penalty: 3577.475830
	Iteration 11Q: 3 clusters Score -5723788 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -5724921.500000 Penalty: 3577.475830
	Iteration 12Q: 3 clusters Score -5724922 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -5725503.000000 Penalty: 3577.475830
	Iteration 13Q: 3 clusters Score -5725503 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -5725804.500000 Penalty: 3577.475830
	Iteration 14Q: 3 clusters Score -5725804 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -5726014.500000 Penalty: 3577.475830
	Iteration 15Q: 3 clusters Score -5726014 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -5726141.000000 Penalty: 3577.475830
	Iteration 16Q: 3 clusters Score -5726141 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -5726240.500000 Penalty: 3577.475830
	Iteration 17Q: 3 clusters Score -5726240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -5726315.500000 Penalty: 3577.475830
	Iteration 18Q: 3 clusters Score -5726316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -5726363.000000 Penalty: 3577.475830
	Iteration 19Q: 3 clusters Score -5726363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -5726373.500000 Penalty: 3577.475830
	Iteration 20F: 3 clusters Score -5726374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -5726387.500000 Penalty: 3577.475830
	Iteration 21Q: 3 clusters Score -5726388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -5726399.000000 Penalty: 3577.475830
	Iteration 22Q: 3 clusters Score -5726399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -5726402.000000 Penalty: 3577.475830
	Iteration 23Q: 3 clusters Score -5726402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -5726413.500000 Penalty: 3577.475830
	Iteration 24Q: 3 clusters Score -5726414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -5726419.000000 Penalty: 3577.475830
	Iteration 25Q: 3 clusters Score -5726419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -5726423.500000 Penalty: 3577.475830
	Iteration 26Q: 3 clusters Score -5726424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -5726425.500000 Penalty: 3577.475830
	Iteration 27Q: 3 clusters Score -5726426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -5726436.000000 Penalty: 3577.475830
	Iteration 28Q: 3 clusters Score -5726436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -5726437.000000 Penalty: 3577.475830
	Iteration 29Q: 3 clusters Score -5726437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -5726440.500000 Penalty: 3577.475830
	Iteration 30Q: 3 clusters Score -5726440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -5726437.500000 Penalty: 3577.475830
	Iteration 31Q: 3 clusters Score -5726438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -5726439.500000 Penalty: 3577.475830
	Iteration 32Q: 3 clusters Score -5726440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -5726442.500000 Penalty: 3577.475830
	Iteration 33Q: 3 clusters Score -5726442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -5726440.000000 Penalty: 3577.475830
	Iteration 34Q: 3 clusters Score -5726440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -5726442.500000 Penalty: 3577.475830
	Iteration 35Q: 3 clusters Score -5726442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -5726444.500000 Penalty: 3577.475830
	Iteration 36Q: 3 clusters Score -5726444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -5726444.500000 Penalty: 3577.475830
	Iteration 37F: 3 clusters Score -5726444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Entering Unmasked Estep 
Score: -1130973.625000 Penalty: 1531.740723
	Iteration 0F: 2 clusters Score -1130974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1122329.625000 Penalty: 3063.481445
	Iteration 0F: 3 clusters Score -1122330 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1125291.750000 Penalty: 3063.481445
	Iteration 1F: 3 clusters Score -1125292 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1125587.875000 Penalty: 3063.481445
	Iteration 2F: 3 clusters Score -1125588 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1125837.750000 Penalty: 3063.481445
	Iteration 3Q: 3 clusters Score -1125838 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1126058.125000 Penalty: 3063.481445
	Iteration 4Q: 3 clusters Score -1126058 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1126290.000000 Penalty: 3063.481445
	Iteration 5Q: 3 clusters Score -1126290 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1126526.500000 Penalty: 3063.481445
	Iteration 6Q: 3 clusters Score -1126526 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1126818.375000 Penalty: 3063.481445
	Iteration 7Q: 3 clusters Score -1126818 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1127117.625000 Penalty: 3063.481445
	Iteration 8Q: 3 clusters Score -1127118 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1127448.625000 Penalty: 3063.481445
	Iteration 9Q: 3 clusters Score -1127449 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1127774.625000 Penalty: 3063.481445
	Iteration 10Q: 3 clusters Score -1127775 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1128043.125000 Penalty: 3063.481445
	Iteration 11Q: 3 clusters Score -1128043 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1128254.500000 Penalty: 3063.481445
	Iteration 12Q: 3 clusters Score -1128254 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1128397.625000 Penalty: 3063.481445
	Iteration 13Q: 3 clusters Score -1128398 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1128510.750000 Penalty: 3063.481445
	Iteration 14Q: 3 clusters Score -1128511 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1128594.375000 Penalty: 3063.481445
	Iteration 15Q: 3 clusters Score -1128594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1128657.250000 Penalty: 3063.481445
	Iteration 16Q: 3 clusters Score -1128657 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1128701.750000 Penalty: 3063.481445
	Iteration 17Q: 3 clusters Score -1128702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1128740.750000 Penalty: 3063.481445
	Iteration 18Q: 3 clusters Score -1128741 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1128783.875000 Penalty: 3063.481445
	Iteration 19Q: 3 clusters Score -1128784 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1128805.750000 Penalty: 3063.481445
	Iteration 20F: 3 clusters Score -1128806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1128824.250000 Penalty: 3063.481445
	Iteration 21Q: 3 clusters Score -1128824 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1128844.875000 Penalty: 3063.481445
	Iteration 22Q: 3 clusters Score -1128845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1128855.875000 Penalty: 3063.481445
	Iteration 23Q: 3 clusters Score -1128856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1128874.500000 Penalty: 3063.481445
	Iteration 24Q: 3 clusters Score -1128874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1128883.125000 Penalty: 3063.481445
	Iteration 25Q: 3 clusters Score -1128883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1128887.625000 Penalty: 3063.481445
	Iteration 26Q: 3 clusters Score -1128888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1128896.875000 Penalty: 3063.481445
	Iteration 27Q: 3 clusters Score -1128897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1128905.250000 Penalty: 3063.481445
	Iteration 28Q: 3 clusters Score -1128905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1128910.750000 Penalty: 3063.481445
	Iteration 29Q: 3 clusters Score -1128911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1128913.250000 Penalty: 3063.481445
	Iteration 30Q: 3 clusters Score -1128913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1128920.625000 Penalty: 3063.481445
	Iteration 31Q: 3 clusters Score -1128921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1128921.625000 Penalty: 3063.481445
	Iteration 32Q: 3 clusters Score -1128922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1128924.375000 Penalty: 3063.481445
	Iteration 33Q: 3 clusters Score -1128924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1128924.625000 Penalty: 3063.481445
	Iteration 34Q: 3 clusters Score -1128925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1128929.125000 Penalty: 3063.481445
	Iteration 35Q: 3 clusters Score -1128929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1128929.250000 Penalty: 3063.481445
	Iteration 36Q: 3 clusters Score -1128929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1128932.000000 Penalty: 3063.481445
	Iteration 37Q: 3 clusters Score -1128932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1128934.125000 Penalty: 3063.481445
	Iteration 38Q: 3 clusters Score -1128934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1128934.500000 Penalty: 3063.481445
	Iteration 39Q: 3 clusters Score -1128934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1128936.000000 Penalty: 3063.481445
	Iteration 40F: 3 clusters Score -1128936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1128939.750000 Penalty: 3063.481445
	Iteration 41Q: 3 clusters Score -1128940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1128940.500000 Penalty: 3063.481445
	Iteration 42Q: 3 clusters Score -1128940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1128940.500000 Penalty: 3063.481445
	Iteration 43Q: 3 clusters Score -1128940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1128940.375000 Penalty: 3063.481445
	Iteration 44Q: 3 clusters Score -1128940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1128941.500000 Penalty: 3063.481445
	Iteration 45Q: 3 clusters Score -1128942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1128940.875000 Penalty: 3063.481445
	Iteration 46Q: 3 clusters Score -1128941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1128943.500000 Penalty: 3063.481445
	Iteration 47Q: 3 clusters Score -1128944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1128942.250000 Penalty: 3063.481445
	Iteration 48Q: 3 clusters Score -1128942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1128943.500000 Penalty: 3063.481445
	Iteration 49Q: 3 clusters Score -1128944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1128943.875000 Penalty: 3063.481445
	Iteration 50Q: 3 clusters Score -1128944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1128947.000000 Penalty: 3063.481445
	Iteration 51Q: 3 clusters Score -1128947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1128946.375000 Penalty: 3063.481445
	Iteration 52Q: 3 clusters Score -1128946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1128944.750000 Penalty: 3063.481445
	Iteration 53Q: 3 clusters Score -1128945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1128947.125000 Penalty: 3063.481445
	Iteration 54Q: 3 clusters Score -1128947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1128945.375000 Penalty: 3063.481445
	Iteration 55Q: 3 clusters Score -1128945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1128945.500000 Penalty: 3063.481445
	Iteration 56Q: 3 clusters Score -1128946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1128946.375000 Penalty: 3063.481445
	Iteration 57Q: 3 clusters Score -1128946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1128945.375000 Penalty: 3063.481445
	Iteration 58Q: 3 clusters Score -1128945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1128946.750000 Penalty: 3063.481445
	Iteration 59Q: 3 clusters Score -1128947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1128947.125000 Penalty: 3063.481445
	Iteration 60F: 3 clusters Score -1128947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1128947.875000 Penalty: 3063.481445
	Iteration 61Q: 3 clusters Score -1128948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1128948.875000 Penalty: 3063.481445
	Iteration 62Q: 3 clusters Score -1128949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1128947.375000 Penalty: 3063.481445
	Iteration 63Q: 3 clusters Score -1128947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1128947.375000 Penalty: 3063.481445
	Iteration 64F: 3 clusters Score -1128947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -467645.406250 Penalty: 1401.994873
	Iteration 0F: 2 clusters Score -467645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -463295.000000 Penalty: 2803.989746
	Iteration 0F: 3 clusters Score -463295 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -464493.187500 Penalty: 2803.989746
	Iteration 1F: 3 clusters Score -464493.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -464686.437500 Penalty: 2803.989746
	Iteration 2F: 3 clusters Score -464686.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -464827.468750 Penalty: 2803.989746
	Iteration 3F: 3 clusters Score -464827.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -464939.625000 Penalty: 2803.989746
	Iteration 4Q: 3 clusters Score -464939.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -465035.000000 Penalty: 2803.989746
	Iteration 5Q: 3 clusters Score -465035 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -465138.062500 Penalty: 2803.989746
	Iteration 6Q: 3 clusters Score -465138.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -465252.468750 Penalty: 2803.989746
	Iteration 7Q: 3 clusters Score -465252.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -465397.593750 Penalty: 2803.989746
	Iteration 8Q: 3 clusters Score -465397.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -465540.500000 Penalty: 2803.989746
	Iteration 9Q: 3 clusters Score -465540.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -465699.937500 Penalty: 2803.989746
	Iteration 10Q: 3 clusters Score -465699.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -465875.312500 Penalty: 2803.989746
	Iteration 11Q: 3 clusters Score -465875.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -466043.281250 Penalty: 2803.989746
	Iteration 12Q: 3 clusters Score -466043.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -466150.593750 Penalty: 2803.989746
	Iteration 13Q: 3 clusters Score -466150.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -466233.531250 Penalty: 2803.989746
	Iteration 14Q: 3 clusters Score -466233.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -466301.593750 Penalty: 2803.989746
	Iteration 15Q: 3 clusters Score -466301.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -466354.218750 Penalty: 2803.989746
	Iteration 16Q: 3 clusters Score -466354.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -466396.000000 Penalty: 2803.989746
	Iteration 17Q: 3 clusters Score -466396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -466438.937500 Penalty: 2803.989746
	Iteration 18Q: 3 clusters Score -466438.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -466477.437500 Penalty: 2803.989746
	Iteration 19Q: 3 clusters Score -466477.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -466506.062500 Penalty: 2803.989746
	Iteration 20F: 3 clusters Score -466506.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -466524.312500 Penalty: 2803.989746
	Iteration 21Q: 3 clusters Score -466524.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -466539.093750 Penalty: 2803.989746
	Iteration 22Q: 3 clusters Score -466539.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -466558.531250 Penalty: 2803.989746
	Iteration 23Q: 3 clusters Score -466558.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -466572.062500 Penalty: 2803.989746
	Iteration 24Q: 3 clusters Score -466572.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -466586.187500 Penalty: 2803.989746
	Iteration 25Q: 3 clusters Score -466586.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -466594.500000 Penalty: 2803.989746
	Iteration 26Q: 3 clusters Score -466594.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -466601.750000 Penalty: 2803.989746
	Iteration 27Q: 3 clusters Score -466601.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -466611.375000 Penalty: 2803.989746
	Iteration 28Q: 3 clusters Score -466611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -466621.843750 Penalty: 2803.989746
	Iteration 29Q: 3 clusters Score -466621.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -466630.468750 Penalty: 2803.989746
	Iteration 30Q: 3 clusters Score -466630.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -466634.375000 Penalty: 2803.989746
	Iteration 31Q: 3 clusters Score -466634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -466636.906250 Penalty: 2803.989746
	Iteration 32Q: 3 clusters Score -466636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -466637.937500 Penalty: 2803.989746
	Iteration 33Q: 3 clusters Score -466637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -466640.343750 Penalty: 2803.989746
	Iteration 34Q: 3 clusters Score -466640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -466640.781250 Penalty: 2803.989746
	Iteration 35Q: 3 clusters Score -466640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -466641.187500 Penalty: 2803.989746
	Iteration 36Q: 3 clusters Score -466641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -466642.875000 Penalty: 2803.989746
	Iteration 37Q: 3 clusters Score -466642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -466642.750000 Penalty: 2803.989746
	Iteration 38Q: 3 clusters Score -466642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -466644.000000 Penalty: 2803.989746
	Iteration 39Q: 3 clusters Score -466644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -466646.437500 Penalty: 2803.989746
	Iteration 40F: 3 clusters Score -466646.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -466648.218750 Penalty: 2803.989746
	Iteration 41Q: 3 clusters Score -466648.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -466649.312500 Penalty: 2803.989746
	Iteration 42Q: 3 clusters Score -466649.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -466651.781250 Penalty: 2803.989746
	Iteration 43Q: 3 clusters Score -466651.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -466653.781250 Penalty: 2803.989746
	Iteration 44Q: 3 clusters Score -466653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -466655.343750 Penalty: 2803.989746
	Iteration 45Q: 3 clusters Score -466655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -466655.593750 Penalty: 2803.989746
	Iteration 46Q: 3 clusters Score -466655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -466656.187500 Penalty: 2803.989746
	Iteration 47Q: 3 clusters Score -466656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -466657.031250 Penalty: 2803.989746
	Iteration 48Q: 3 clusters Score -466657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -466657.312500 Penalty: 2803.989746
	Iteration 49Q: 3 clusters Score -466657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -466657.625000 Penalty: 2803.989746
	Iteration 50Q: 3 clusters Score -466657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -466658.437500 Penalty: 2803.989746
	Iteration 51Q: 3 clusters Score -466658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -466659.187500 Penalty: 2803.989746
	Iteration 52Q: 3 clusters Score -466659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -466660.000000 Penalty: 2803.989746
	Iteration 53Q: 3 clusters Score -466660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -466660.343750 Penalty: 2803.989746
	Iteration 54Q: 3 clusters Score -466660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -466663.281250 Penalty: 2803.989746
	Iteration 55Q: 3 clusters Score -466663.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -466664.875000 Penalty: 2803.989746
	Iteration 56Q: 3 clusters Score -466664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -466665.656250 Penalty: 2803.989746
	Iteration 57Q: 3 clusters Score -466665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -466666.562500 Penalty: 2803.989746
	Iteration 58Q: 3 clusters Score -466666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -466667.375000 Penalty: 2803.989746
	Iteration 59Q: 3 clusters Score -466667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -466667.250000 Penalty: 2803.989746
	Iteration 60F: 3 clusters Score -466667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -466667.656250 Penalty: 2803.989746
	Iteration 61Q: 3 clusters Score -466667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -466667.656250 Penalty: 2803.989746
	Iteration 62F: 3 clusters Score -466667.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155374 members 
Entering Unmasked Estep 
Score: -14524509.000000 Penalty: 1942.458496
	Iteration 0F: 2 clusters Score -1.452451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -14420629.000000 Penalty: 3884.916992
	Iteration 0F: 3 clusters Score -1.442063e+07 nChanged 75069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -14465361.000000 Penalty: 3884.916992
	Iteration 1F: 3 clusters Score -1.446536e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -14467924.000000 Penalty: 3884.916992
	Iteration 2Q: 3 clusters Score -1.446792e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99376 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -14472350.000000 Penalty: 3884.916992
	Iteration 3F: 3 clusters Score -1.447235e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -14479984.000000 Penalty: 3884.916992
	Iteration 4F: 3 clusters Score -1.447998e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123510 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -14491105.000000 Penalty: 3884.916992
	Iteration 5F: 3 clusters Score -1.44911e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -14504089.000000 Penalty: 3884.916992
	Iteration 6F: 3 clusters Score -1.450409e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146655 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -14514372.000000 Penalty: 3884.916992
	Iteration 7F: 3 clusters Score -1.451437e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151659 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -14519816.000000 Penalty: 3884.916992
	Iteration 8Q: 3 clusters Score -1.451982e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153682 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -14521762.000000 Penalty: 3884.916992
	Iteration 9Q: 3 clusters Score -1.452176e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -14522422.000000 Penalty: 3884.916992
	Iteration 10Q: 3 clusters Score -1.452242e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -14522731.000000 Penalty: 3884.916992
	Iteration 11Q: 3 clusters Score -1.452273e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154693 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14522926.000000 Penalty: 3884.916992
	Iteration 12Q: 3 clusters Score -1.452293e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -14523065.000000 Penalty: 3884.916992
	Iteration 13Q: 3 clusters Score -1.452306e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14523139.000000 Penalty: 3884.916992
	Iteration 14Q: 3 clusters Score -1.452314e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14523227.000000 Penalty: 3884.916992
	Iteration 15Q: 3 clusters Score -1.452323e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14523265.000000 Penalty: 3884.916992
	Iteration 16Q: 3 clusters Score -1.452326e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14523299.000000 Penalty: 3884.916992
	Iteration 17Q: 3 clusters Score -1.45233e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14523343.000000 Penalty: 3884.916992
	Iteration 18Q: 3 clusters Score -1.452334e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154522 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14523355.000000 Penalty: 3884.916992
	Iteration 19Q: 3 clusters Score -1.452336e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154504 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14523379.000000 Penalty: 3884.916992
	Iteration 20F: 3 clusters Score -1.452338e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14523398.000000 Penalty: 3884.916992
	Iteration 21Q: 3 clusters Score -1.45234e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154436 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -14523442.000000 Penalty: 3884.916992
	Iteration 22Q: 3 clusters Score -1.452344e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154403 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -14523487.000000 Penalty: 3884.916992
	Iteration 23Q: 3 clusters Score -1.452349e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -14523485.000000 Penalty: 3884.916992
	Iteration 24Q: 3 clusters Score -1.452348e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14523498.000000 Penalty: 3884.916992
	Iteration 25Q: 3 clusters Score -1.45235e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154286 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14523491.000000 Penalty: 3884.916992
	Iteration 26Q: 3 clusters Score -1.452349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154249 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14523493.000000 Penalty: 3884.916992
	Iteration 27Q: 3 clusters Score -1.452349e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154207 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14523524.000000 Penalty: 3884.916992
	Iteration 28Q: 3 clusters Score -1.452352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154171 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -14523570.000000 Penalty: 3884.916992
	Iteration 29Q: 3 clusters Score -1.452357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -14523575.000000 Penalty: 3884.916992
	Iteration 30Q: 3 clusters Score -1.452358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14523601.000000 Penalty: 3884.916992
	Iteration 31Q: 3 clusters Score -1.45236e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154059 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14523633.000000 Penalty: 3884.916992
	Iteration 32Q: 3 clusters Score -1.452363e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14523662.000000 Penalty: 3884.916992
	Iteration 33Q: 3 clusters Score -1.452366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153992 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -14523630.000000 Penalty: 3884.916992
	Iteration 34Q: 3 clusters Score -1.452363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153962 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -14523639.000000 Penalty: 3884.916992
	Iteration 35Q: 3 clusters Score -1.452364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153941 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -14523660.000000 Penalty: 3884.916992
	Iteration 36Q: 3 clusters Score -1.452366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14523669.000000 Penalty: 3884.916992
	Iteration 37Q: 3 clusters Score -1.452367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153903 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -14523657.000000 Penalty: 3884.916992
	Iteration 38Q: 3 clusters Score -1.452366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14523658.000000 Penalty: 3884.916992
	Iteration 39Q: 3 clusters Score -1.452366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -14523675.000000 Penalty: 3884.916992
	Iteration 40F: 3 clusters Score -1.452368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153836 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -14523737.000000 Penalty: 3884.916992
	Iteration 41Q: 3 clusters Score -1.452374e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153795 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14523768.000000 Penalty: 3884.916992
	Iteration 42Q: 3 clusters Score -1.452377e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -14523799.000000 Penalty: 3884.916992
	Iteration 43Q: 3 clusters Score -1.45238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153678 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -14523817.000000 Penalty: 3884.916992
	Iteration 44Q: 3 clusters Score -1.452382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -14523821.000000 Penalty: 3884.916992
	Iteration 45Q: 3 clusters Score -1.452382e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153607 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14523836.000000 Penalty: 3884.916992
	Iteration 46Q: 3 clusters Score -1.452384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -14523872.000000 Penalty: 3884.916992
	Iteration 47Q: 3 clusters Score -1.452387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -14523847.000000 Penalty: 3884.916992
	Iteration 48Q: 3 clusters Score -1.452385e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153535 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14523857.000000 Penalty: 3884.916992
	Iteration 49Q: 3 clusters Score -1.452386e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153506 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -14523844.000000 Penalty: 3884.916992
	Iteration 50Q: 3 clusters Score -1.452384e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153494 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -14523859.000000 Penalty: 3884.916992
	Iteration 51Q: 3 clusters Score -1.452386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -14523863.000000 Penalty: 3884.916992
	Iteration 52Q: 3 clusters Score -1.452386e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153462 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -14523867.000000 Penalty: 3884.916992
	Iteration 53Q: 3 clusters Score -1.452387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -14523872.000000 Penalty: 3884.916992
	Iteration 54Q: 3 clusters Score -1.452387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -14523868.000000 Penalty: 3884.916992
	Iteration 55Q: 3 clusters Score -1.452387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -14523879.000000 Penalty: 3884.916992
	Iteration 56Q: 3 clusters Score -1.452388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153378 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -14523887.000000 Penalty: 3884.916992
	Iteration 57Q: 3 clusters Score -1.452389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -14523867.000000 Penalty: 3884.916992
	Iteration 58Q: 3 clusters Score -1.452387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -14523866.000000 Penalty: 3884.916992
	Iteration 59Q: 3 clusters Score -1.452387e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153310 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -14523864.000000 Penalty: 3884.916992
	Iteration 60F: 3 clusters Score -1.452386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153275 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -14523867.000000 Penalty: 3884.916992
	Iteration 61Q: 3 clusters Score -1.452387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -14523872.000000 Penalty: 3884.916992
	Iteration 62Q: 3 clusters Score -1.452387e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153198 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -14523881.000000 Penalty: 3884.916992
	Iteration 63Q: 3 clusters Score -1.452388e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14523914.000000 Penalty: 3884.916992
	Iteration 64Q: 3 clusters Score -1.452391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153136 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -14523922.000000 Penalty: 3884.916992
	Iteration 65Q: 3 clusters Score -1.452392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153121 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -14523928.000000 Penalty: 3884.916992
	Iteration 66Q: 3 clusters Score -1.452393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14523929.000000 Penalty: 3884.916992
	Iteration 67Q: 3 clusters Score -1.452393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153090 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14523928.000000 Penalty: 3884.916992
	Iteration 68Q: 3 clusters Score -1.452393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14523937.000000 Penalty: 3884.916992
	Iteration 69Q: 3 clusters Score -1.452394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14523936.000000 Penalty: 3884.916992
	Iteration 70Q: 3 clusters Score -1.452394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153077 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14523931.000000 Penalty: 3884.916992
	Iteration 71Q: 3 clusters Score -1.452393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153075 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -14523925.000000 Penalty: 3884.916992
	Iteration 72Q: 3 clusters Score -1.452392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14523925.000000 Penalty: 3884.916992
	Iteration 73Q: 3 clusters Score -1.452392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14523925.000000 Penalty: 3884.916992
	Iteration 74F: 3 clusters Score -1.452392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Entering Unmasked Estep 
Score: -2987213.750000 Penalty: 1683.189941
	Iteration 0F: 2 clusters Score -2987214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2965984.750000 Penalty: 3366.379883
	Iteration 0F: 3 clusters Score -2965985 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2973945.000000 Penalty: 3366.379883
	Iteration 1F: 3 clusters Score -2973945 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2974321.000000 Penalty: 3366.379883
	Iteration 2Q: 3 clusters Score -2974321 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2974863.500000 Penalty: 3366.379883
	Iteration 3Q: 3 clusters Score -2974864 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2975667.250000 Penalty: 3366.379883
	Iteration 4F: 3 clusters Score -2975667 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2976863.750000 Penalty: 3366.379883
	Iteration 5F: 3 clusters Score -2976864 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2978568.500000 Penalty: 3366.379883
	Iteration 6F: 3 clusters Score -2978568 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2980755.750000 Penalty: 3366.379883
	Iteration 7F: 3 clusters Score -2980756 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2982928.000000 Penalty: 3366.379883
	Iteration 8F: 3 clusters Score -2982928 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2984449.000000 Penalty: 3366.379883
	Iteration 9F: 3 clusters Score -2984449 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2985043.500000 Penalty: 3366.379883
	Iteration 10Q: 3 clusters Score -2985044 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -2985230.750000 Penalty: 3366.379883
	Iteration 11Q: 3 clusters Score -2985231 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2985368.250000 Penalty: 3366.379883
	Iteration 12Q: 3 clusters Score -2985368 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -2985445.250000 Penalty: 3366.379883
	Iteration 13Q: 3 clusters Score -2985445 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -2985502.500000 Penalty: 3366.379883
	Iteration 14Q: 3 clusters Score -2985502 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -2985550.250000 Penalty: 3366.379883
	Iteration 15Q: 3 clusters Score -2985550 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -2985582.250000 Penalty: 3366.379883
	Iteration 16Q: 3 clusters Score -2985582 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2985606.250000 Penalty: 3366.379883
	Iteration 17Q: 3 clusters Score -2985606 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -2985639.500000 Penalty: 3366.379883
	Iteration 18Q: 3 clusters Score -2985640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -2985656.500000 Penalty: 3366.379883
	Iteration 19Q: 3 clusters Score -2985656 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -2985687.000000 Penalty: 3366.379883
	Iteration 20F: 3 clusters Score -2985687 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -2985718.000000 Penalty: 3366.379883
	Iteration 21Q: 3 clusters Score -2985718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -2985756.500000 Penalty: 3366.379883
	Iteration 22Q: 3 clusters Score -2985756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -2985775.750000 Penalty: 3366.379883
	Iteration 23Q: 3 clusters Score -2985776 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -2985794.000000 Penalty: 3366.379883
	Iteration 24Q: 3 clusters Score -2985794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -2985806.500000 Penalty: 3366.379883
	Iteration 25Q: 3 clusters Score -2985806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -2985828.500000 Penalty: 3366.379883
	Iteration 26Q: 3 clusters Score -2985828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -2985853.000000 Penalty: 3366.379883
	Iteration 27Q: 3 clusters Score -2985853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2985877.500000 Penalty: 3366.379883
	Iteration 28Q: 3 clusters Score -2985878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -2985899.000000 Penalty: 3366.379883
	Iteration 29Q: 3 clusters Score -2985899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -2985910.000000 Penalty: 3366.379883
	Iteration 30Q: 3 clusters Score -2985910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -2985935.500000 Penalty: 3366.379883
	Iteration 31Q: 3 clusters Score -2985936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -2985958.500000 Penalty: 3366.379883
	Iteration 32Q: 3 clusters Score -2985958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -2985972.750000 Penalty: 3366.379883
	Iteration 33Q: 3 clusters Score -2985973 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -2985998.250000 Penalty: 3366.379883
	Iteration 34Q: 3 clusters Score -2985998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -2986007.500000 Penalty: 3366.379883
	Iteration 35Q: 3 clusters Score -2986008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -2986020.750000 Penalty: 3366.379883
	Iteration 36Q: 3 clusters Score -2986021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -2986024.000000 Penalty: 3366.379883
	Iteration 37Q: 3 clusters Score -2986024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -2986046.250000 Penalty: 3366.379883
	Iteration 38Q: 3 clusters Score -2986046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -2986051.250000 Penalty: 3366.379883
	Iteration 39Q: 3 clusters Score -2986051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -2986057.500000 Penalty: 3366.379883
	Iteration 40F: 3 clusters Score -2986058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2986055.000000 Penalty: 3366.379883
	Iteration 41Q: 3 clusters Score -2986055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -2986063.500000 Penalty: 3366.379883
	Iteration 42Q: 3 clusters Score -2986064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -2986067.000000 Penalty: 3366.379883
	Iteration 43Q: 3 clusters Score -2986067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -2986070.000000 Penalty: 3366.379883
	Iteration 44Q: 3 clusters Score -2986070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -2986078.500000 Penalty: 3366.379883
	Iteration 45Q: 3 clusters Score -2986078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2986078.250000 Penalty: 3366.379883
	Iteration 46Q: 3 clusters Score -2986078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -2986078.250000 Penalty: 3366.379883
	Iteration 47Q: 3 clusters Score -2986078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -2986075.000000 Penalty: 3366.379883
	Iteration 48Q: 3 clusters Score -2986075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -2986074.000000 Penalty: 3366.379883
	Iteration 49Q: 3 clusters Score -2986074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -2986085.500000 Penalty: 3366.379883
	Iteration 50Q: 3 clusters Score -2986086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -2986086.500000 Penalty: 3366.379883
	Iteration 51Q: 3 clusters Score -2986086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -2986086.000000 Penalty: 3366.379883
	Iteration 52Q: 3 clusters Score -2986086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -2986085.250000 Penalty: 3366.379883
	Iteration 53Q: 3 clusters Score -2986085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -2986089.250000 Penalty: 3366.379883
	Iteration 54Q: 3 clusters Score -2986089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -2986092.250000 Penalty: 3366.379883
	Iteration 55Q: 3 clusters Score -2986092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -2986097.000000 Penalty: 3366.379883
	Iteration 56Q: 3 clusters Score -2986097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -2986103.750000 Penalty: 3366.379883
	Iteration 57Q: 3 clusters Score -2986104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -2986102.250000 Penalty: 3366.379883
	Iteration 58Q: 3 clusters Score -2986102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -2986102.000000 Penalty: 3366.379883
	Iteration 59Q: 3 clusters Score -2986102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -2986103.000000 Penalty: 3366.379883
	Iteration 60F: 3 clusters Score -2986103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -2986102.250000 Penalty: 3366.379883
	Iteration 61Q: 3 clusters Score -2986102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -2986106.750000 Penalty: 3366.379883
	Iteration 62Q: 3 clusters Score -2986107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -2986109.250000 Penalty: 3366.379883
	Iteration 63Q: 3 clusters Score -2986109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -2986110.500000 Penalty: 3366.379883
	Iteration 64Q: 3 clusters Score -2986110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -2986110.250000 Penalty: 3366.379883
	Iteration 65Q: 3 clusters Score -2986110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -2986113.500000 Penalty: 3366.379883
	Iteration 66Q: 3 clusters Score -2986114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -2986116.250000 Penalty: 3366.379883
	Iteration 67Q: 3 clusters Score -2986116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -2986115.000000 Penalty: 3366.379883
	Iteration 68Q: 3 clusters Score -2986115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -2986118.750000 Penalty: 3366.379883
	Iteration 69Q: 3 clusters Score -2986119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -2986127.750000 Penalty: 3366.379883
	Iteration 70Q: 3 clusters Score -2986128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -2986130.750000 Penalty: 3366.379883
	Iteration 71Q: 3 clusters Score -2986131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -2986133.500000 Penalty: 3366.379883
	Iteration 72Q: 3 clusters Score -2986134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -2986135.500000 Penalty: 3366.379883
	Iteration 73Q: 3 clusters Score -2986136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -2986136.750000 Penalty: 3366.379883
	Iteration 74Q: 3 clusters Score -2986137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -2986140.500000 Penalty: 3366.379883
	Iteration 75Q: 3 clusters Score -2986140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -2986145.750000 Penalty: 3366.379883
	Iteration 76Q: 3 clusters Score -2986146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -2986144.250000 Penalty: 3366.379883
	Iteration 77Q: 3 clusters Score -2986144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -2986149.500000 Penalty: 3366.379883
	Iteration 78Q: 3 clusters Score -2986150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -2986152.750000 Penalty: 3366.379883
	Iteration 79Q: 3 clusters Score -2986153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -2986153.750000 Penalty: 3366.379883
	Iteration 80F: 3 clusters Score -2986154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -2986156.750000 Penalty: 3366.379883
	Iteration 81Q: 3 clusters Score -2986157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -2986156.750000 Penalty: 3366.379883
	Iteration 82Q: 3 clusters Score -2986157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -2986160.250000 Penalty: 3366.379883
	Iteration 83Q: 3 clusters Score -2986160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -2986156.250000 Penalty: 3366.379883
	Iteration 84Q: 3 clusters Score -2986156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -2986156.250000 Penalty: 3366.379883
	Iteration 85F: 3 clusters Score -2986156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Entering Unmasked Estep 
Score: -838905.375000 Penalty: 1479.414795
	Iteration 0F: 2 clusters Score -838905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -832399.937500 Penalty: 2958.829590
	Iteration 0F: 3 clusters Score -832399.9 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -834395.375000 Penalty: 2958.829590
	Iteration 1F: 3 clusters Score -834395.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -834611.750000 Penalty: 2958.829590
	Iteration 2F: 3 clusters Score -834611.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -834771.312500 Penalty: 2958.829590
	Iteration 3Q: 3 clusters Score -834771.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -834903.750000 Penalty: 2958.829590
	Iteration 4Q: 3 clusters Score -834903.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -835008.125000 Penalty: 2958.829590
	Iteration 5Q: 3 clusters Score -835008.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -835123.250000 Penalty: 2958.829590
	Iteration 6Q: 3 clusters Score -835123.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -835241.687500 Penalty: 2958.829590
	Iteration 7Q: 3 clusters Score -835241.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -835354.625000 Penalty: 2958.829590
	Iteration 8Q: 3 clusters Score -835354.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -835489.687500 Penalty: 2958.829590
	Iteration 9Q: 3 clusters Score -835489.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -835651.687500 Penalty: 2958.829590
	Iteration 10Q: 3 clusters Score -835651.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -835845.375000 Penalty: 2958.829590
	Iteration 11Q: 3 clusters Score -835845.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -836073.687500 Penalty: 2958.829590
	Iteration 12Q: 3 clusters Score -836073.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -836352.000000 Penalty: 2958.829590
	Iteration 13Q: 3 clusters Score -836352 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -836614.937500 Penalty: 2958.829590
	Iteration 14Q: 3 clusters Score -836614.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -836818.125000 Penalty: 2958.829590
	Iteration 15Q: 3 clusters Score -836818.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -836962.562500 Penalty: 2958.829590
	Iteration 16Q: 3 clusters Score -836962.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -837072.562500 Penalty: 2958.829590
	Iteration 17Q: 3 clusters Score -837072.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -837148.375000 Penalty: 2958.829590
	Iteration 18Q: 3 clusters Score -837148.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -837205.625000 Penalty: 2958.829590
	Iteration 19Q: 3 clusters Score -837205.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -837244.437500 Penalty: 2958.829590
	Iteration 20F: 3 clusters Score -837244.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -837267.750000 Penalty: 2958.829590
	Iteration 21Q: 3 clusters Score -837267.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -837280.750000 Penalty: 2958.829590
	Iteration 22Q: 3 clusters Score -837280.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -837292.312500 Penalty: 2958.829590
	Iteration 23Q: 3 clusters Score -837292.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -837302.125000 Penalty: 2958.829590
	Iteration 24Q: 3 clusters Score -837302.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -837314.125000 Penalty: 2958.829590
	Iteration 25Q: 3 clusters Score -837314.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -837326.937500 Penalty: 2958.829590
	Iteration 26Q: 3 clusters Score -837326.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -837335.937500 Penalty: 2958.829590
	Iteration 27Q: 3 clusters Score -837335.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -837343.687500 Penalty: 2958.829590
	Iteration 28Q: 3 clusters Score -837343.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -837348.187500 Penalty: 2958.829590
	Iteration 29Q: 3 clusters Score -837348.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -837354.875000 Penalty: 2958.829590
	Iteration 30Q: 3 clusters Score -837354.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -837360.437500 Penalty: 2958.829590
	Iteration 31Q: 3 clusters Score -837360.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -837370.250000 Penalty: 2958.829590
	Iteration 32Q: 3 clusters Score -837370.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -837376.500000 Penalty: 2958.829590
	Iteration 33Q: 3 clusters Score -837376.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -837387.250000 Penalty: 2958.829590
	Iteration 34Q: 3 clusters Score -837387.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -837399.937500 Penalty: 2958.829590
	Iteration 35Q: 3 clusters Score -837399.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -837414.625000 Penalty: 2958.829590
	Iteration 36Q: 3 clusters Score -837414.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -837429.250000 Penalty: 2958.829590
	Iteration 37Q: 3 clusters Score -837429.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -837454.562500 Penalty: 2958.829590
	Iteration 38Q: 3 clusters Score -837454.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -837493.250000 Penalty: 2958.829590
	Iteration 39Q: 3 clusters Score -837493.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -837548.937500 Penalty: 2958.829590
	Iteration 40F: 3 clusters Score -837548.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -837633.937500 Penalty: 2958.829590
	Iteration 41Q: 3 clusters Score -837633.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -837755.625000 Penalty: 2958.829590
	Iteration 42Q: 3 clusters Score -837755.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -837859.875000 Penalty: 2958.829590
	Iteration 43Q: 3 clusters Score -837859.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -837919.375000 Penalty: 2958.829590
	Iteration 44Q: 3 clusters Score -837919.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -837952.312500 Penalty: 2958.829590
	Iteration 45Q: 3 clusters Score -837952.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -837978.375000 Penalty: 2958.829590
	Iteration 46Q: 3 clusters Score -837978.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -838004.875000 Penalty: 2958.829590
	Iteration 47Q: 3 clusters Score -838004.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -838020.125000 Penalty: 2958.829590
	Iteration 48Q: 3 clusters Score -838020.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -838033.437500 Penalty: 2958.829590
	Iteration 49Q: 3 clusters Score -838033.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -838039.750000 Penalty: 2958.829590
	Iteration 50Q: 3 clusters Score -838039.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -838045.562500 Penalty: 2958.829590
	Iteration 51Q: 3 clusters Score -838045.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -838050.062500 Penalty: 2958.829590
	Iteration 52Q: 3 clusters Score -838050.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -838049.750000 Penalty: 2958.829590
	Iteration 53Q: 3 clusters Score -838049.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -838053.250000 Penalty: 2958.829590
	Iteration 54Q: 3 clusters Score -838053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -838053.062500 Penalty: 2958.829590
	Iteration 55Q: 3 clusters Score -838053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -838053.062500 Penalty: 2958.829590
	Iteration 56Q: 3 clusters Score -838053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -838055.187500 Penalty: 2958.829590
	Iteration 57Q: 3 clusters Score -838055.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -838054.250000 Penalty: 2958.829590
	Iteration 58Q: 3 clusters Score -838054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -838057.000000 Penalty: 2958.829590
	Iteration 59Q: 3 clusters Score -838057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -838058.312500 Penalty: 2958.829590
	Iteration 60F: 3 clusters Score -838058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -838056.687500 Penalty: 2958.829590
	Iteration 61Q: 3 clusters Score -838056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -838058.750000 Penalty: 2958.829590
	Iteration 62Q: 3 clusters Score -838058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -838059.312500 Penalty: 2958.829590
	Iteration 63Q: 3 clusters Score -838059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -838059.312500 Penalty: 2958.829590
	Iteration 64F: 3 clusters Score -838059.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -120883.093750 Penalty: 1197.047363
	Iteration 0F: 2 clusters Score -120883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -119237.960938 Penalty: 2394.094727
	Iteration 0F: 3 clusters Score -119238 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -120120.992188 Penalty: 2394.094727
	Iteration 1F: 3 clusters Score -120121 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -120760.085938 Penalty: 2394.094727
	Iteration 2F: 3 clusters Score -120760.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -121325.632812 Penalty: 2394.094727
	Iteration 3F: 3 clusters Score -121325.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -121727.187500 Penalty: 2394.094727
	Iteration 4F: 3 clusters Score -121727.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -122040.296875 Penalty: 2394.094727
	Iteration 5Q: 3 clusters Score -122040.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -122255.828125 Penalty: 2394.094727
	Iteration 6Q: 3 clusters Score -122255.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -122390.515625 Penalty: 2394.094727
	Iteration 7Q: 3 clusters Score -122390.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -122459.757812 Penalty: 2394.094727
	Iteration 8Q: 3 clusters Score -122459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -122504.359375 Penalty: 2394.094727
	Iteration 9Q: 3 clusters Score -122504.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -122512.664062 Penalty: 2394.094727
	Iteration 10Q: 3 clusters Score -122512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -122512.843750 Penalty: 2394.094727
	Iteration 11Q: 3 clusters Score -122512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -122513.546875 Penalty: 2394.094727
	Iteration 12Q: 3 clusters Score -122513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -122513.546875 Penalty: 2394.094727
	Iteration 13F: 3 clusters Score -122513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12445 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 60332 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 5584 members 
Mstep: Class 14 contains 155374 members 
Mstep: Class 15 contains 31511 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 306832 members 
Mstep: Class 20 contains 78612 members 
Mstep: Class 21 contains 862 members 
Entering Unmasked Estep 
Score: -66464824.000000 Penalty: 43859.843750
Splitting cluster 18 changes total score from -66463172.000000 to -66464824.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 19 (306832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306832 members 
Entering Unmasked Estep 
Score: -28552086.000000 Penalty: 2053.034180
	Iteration 0F: 2 clusters Score -2.855209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153135 members 
Mstep: Class 2 contains 153697 members 
Entering Unmasked Estep 
Score: -28354264.000000 Penalty: 4106.068359
	Iteration 0F: 3 clusters Score -2.835426e+07 nChanged 149282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144049 members 
Mstep: Class 2 contains 162783 members 
Entering Unmasked Estep 
Score: -28443336.000000 Penalty: 4106.068359
	Iteration 1F: 3 clusters Score -2.844334e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138059 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -28445250.000000 Penalty: 4106.068359
	Iteration 2Q: 3 clusters Score -2.844525e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 178020 members 
Entering Unmasked Estep 
Score: -28448708.000000 Penalty: 4106.068359
	Iteration 3Q: 3 clusters Score -2.844871e+07 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114786 members 
Mstep: Class 2 contains 192046 members 
Entering Unmasked Estep 
Score: -28455806.000000 Penalty: 4106.068359
	Iteration 4Q: 3 clusters Score -2.845581e+07 nChanged 20815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 212179 members 
Entering Unmasked Estep 
Score: -28468714.000000 Penalty: 4106.068359
	Iteration 5F: 3 clusters Score -2.846871e+07 nChanged 26384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 238253 members 
Entering Unmasked Estep 
Score: -28489352.000000 Penalty: 4106.068359
	Iteration 6F: 3 clusters Score -2.848935e+07 nChanged 28156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 266339 members 
Entering Unmasked Estep 
Score: -28515652.000000 Penalty: 4106.068359
	Iteration 7F: 3 clusters Score -2.851565e+07 nChanged 22455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 288774 members 
Entering Unmasked Estep 
Score: -28538486.000000 Penalty: 4106.068359
	Iteration 8F: 3 clusters Score -2.853849e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 300766 members 
Entering Unmasked Estep 
Score: -28548026.000000 Penalty: 4106.068359
	Iteration 9Q: 3 clusters Score -2.854803e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 304999 members 
Entering Unmasked Estep 
Score: -28549758.000000 Penalty: 4106.068359
	Iteration 10Q: 3 clusters Score -2.854976e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 306122 members 
Entering Unmasked Estep 
Score: -28550242.000000 Penalty: 4106.068359
	Iteration 11Q: 3 clusters Score -2.855024e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 306404 members 
Entering Unmasked Estep 
Score: -28550420.000000 Penalty: 4106.068359
	Iteration 12Q: 3 clusters Score -2.855042e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306483 members 
Entering Unmasked Estep 
Score: -28550576.000000 Penalty: 4106.068359
	Iteration 13Q: 3 clusters Score -2.855058e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 306504 members 
Entering Unmasked Estep 
Score: -28550680.000000 Penalty: 4106.068359
	Iteration 14Q: 3 clusters Score -2.855068e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 306494 members 
Entering Unmasked Estep 
Score: -28550732.000000 Penalty: 4106.068359
	Iteration 15Q: 3 clusters Score -2.855073e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 306481 members 
Entering Unmasked Estep 
Score: -28550798.000000 Penalty: 4106.068359
	Iteration 16Q: 3 clusters Score -2.85508e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 306470 members 
Entering Unmasked Estep 
Score: -28550878.000000 Penalty: 4106.068359
	Iteration 17Q: 3 clusters Score -2.855088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 306444 members 
Entering Unmasked Estep 
Score: -28550928.000000 Penalty: 4106.068359
	Iteration 18Q: 3 clusters Score -2.855093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 306416 members 
Entering Unmasked Estep 
Score: -28551008.000000 Penalty: 4106.068359
	Iteration 19Q: 3 clusters Score -2.855101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 306404 members 
Entering Unmasked Estep 
Score: -28551064.000000 Penalty: 4106.068359
	Iteration 20F: 3 clusters Score -2.855106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 306375 members 
Entering Unmasked Estep 
Score: -28551126.000000 Penalty: 4106.068359
	Iteration 21Q: 3 clusters Score -2.855113e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 306349 members 
Entering Unmasked Estep 
Score: -28551178.000000 Penalty: 4106.068359
	Iteration 22Q: 3 clusters Score -2.855118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 306326 members 
Entering Unmasked Estep 
Score: -28551188.000000 Penalty: 4106.068359
	Iteration 23Q: 3 clusters Score -2.855119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 306308 members 
Entering Unmasked Estep 
Score: -28551200.000000 Penalty: 4106.068359
	Iteration 24Q: 3 clusters Score -2.85512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 306288 members 
Entering Unmasked Estep 
Score: -28551238.000000 Penalty: 4106.068359
	Iteration 25Q: 3 clusters Score -2.855124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 306270 members 
Entering Unmasked Estep 
Score: -28551266.000000 Penalty: 4106.068359
	Iteration 26Q: 3 clusters Score -2.855127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 306256 members 
Entering Unmasked Estep 
Score: -28551252.000000 Penalty: 4106.068359
	Iteration 27Q: 3 clusters Score -2.855125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 306245 members 
Entering Unmasked Estep 
Score: -28551252.000000 Penalty: 4106.068359
	Iteration 28Q: 3 clusters Score -2.855125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 306228 members 
Entering Unmasked Estep 
Score: -28551284.000000 Penalty: 4106.068359
	Iteration 29Q: 3 clusters Score -2.855128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 306214 members 
Entering Unmasked Estep 
Score: -28551306.000000 Penalty: 4106.068359
	Iteration 30Q: 3 clusters Score -2.855131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 306193 members 
Entering Unmasked Estep 
Score: -28551356.000000 Penalty: 4106.068359
	Iteration 31Q: 3 clusters Score -2.855136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 306174 members 
Entering Unmasked Estep 
Score: -28551380.000000 Penalty: 4106.068359
	Iteration 32Q: 3 clusters Score -2.855138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 306155 members 
Entering Unmasked Estep 
Score: -28551392.000000 Penalty: 4106.068359
	Iteration 33Q: 3 clusters Score -2.855139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 306133 members 
Entering Unmasked Estep 
Score: -28551400.000000 Penalty: 4106.068359
	Iteration 34Q: 3 clusters Score -2.85514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 306116 members 
Entering Unmasked Estep 
Score: -28551396.000000 Penalty: 4106.068359
	Iteration 35Q: 3 clusters Score -2.85514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 306100 members 
Entering Unmasked Estep 
Score: -28551392.000000 Penalty: 4106.068359
	Iteration 36Q: 3 clusters Score -2.855139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 306084 members 
Entering Unmasked Estep 
Score: -28551420.000000 Penalty: 4106.068359
	Iteration 37Q: 3 clusters Score -2.855142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 306073 members 
Entering Unmasked Estep 
Score: -28551446.000000 Penalty: 4106.068359
	Iteration 38Q: 3 clusters Score -2.855145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 306064 members 
Entering Unmasked Estep 
Score: -28551440.000000 Penalty: 4106.068359
	Iteration 39Q: 3 clusters Score -2.855144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 306050 members 
Entering Unmasked Estep 
Score: -28551434.000000 Penalty: 4106.068359
	Iteration 40F: 3 clusters Score -2.855143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 306039 members 
Entering Unmasked Estep 
Score: -28551444.000000 Penalty: 4106.068359
	Iteration 41Q: 3 clusters Score -2.855144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 306026 members 
Entering Unmasked Estep 
Score: -28551474.000000 Penalty: 4106.068359
	Iteration 42Q: 3 clusters Score -2.855147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 306018 members 
Entering Unmasked Estep 
Score: -28551458.000000 Penalty: 4106.068359
	Iteration 43Q: 3 clusters Score -2.855146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 306008 members 
Entering Unmasked Estep 
Score: -28551486.000000 Penalty: 4106.068359
	Iteration 44Q: 3 clusters Score -2.855149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 305998 members 
Entering Unmasked Estep 
Score: -28551474.000000 Penalty: 4106.068359
	Iteration 45Q: 3 clusters Score -2.855147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 305991 members 
Entering Unmasked Estep 
Score: -28551472.000000 Penalty: 4106.068359
	Iteration 46Q: 3 clusters Score -2.855147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 305987 members 
Entering Unmasked Estep 
Score: -28551476.000000 Penalty: 4106.068359
	Iteration 47Q: 3 clusters Score -2.855148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 305984 members 
Entering Unmasked Estep 
Score: -28551468.000000 Penalty: 4106.068359
	Iteration 48Q: 3 clusters Score -2.855147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 305979 members 
Entering Unmasked Estep 
Score: -28551494.000000 Penalty: 4106.068359
	Iteration 49Q: 3 clusters Score -2.855149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 305971 members 
Entering Unmasked Estep 
Score: -28551494.000000 Penalty: 4106.068359
	Iteration 50Q: 3 clusters Score -2.855149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 305967 members 
Entering Unmasked Estep 
Score: -28551478.000000 Penalty: 4106.068359
	Iteration 51Q: 3 clusters Score -2.855148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 305966 members 
Entering Unmasked Estep 
Score: -28551476.000000 Penalty: 4106.068359
	Iteration 52Q: 3 clusters Score -2.855148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 305967 members 
Entering Unmasked Estep 
Score: -28551486.000000 Penalty: 4106.068359
	Iteration 53Q: 3 clusters Score -2.855149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 305965 members 
Entering Unmasked Estep 
Score: -28551490.000000 Penalty: 4106.068359
	Iteration 54Q: 3 clusters Score -2.855149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 305964 members 
Entering Unmasked Estep 
Score: -28551506.000000 Penalty: 4106.068359
	Iteration 55Q: 3 clusters Score -2.855151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 305964 members 
Entering Unmasked Estep 
Score: -28551506.000000 Penalty: 4106.068359
	Iteration 56F: 3 clusters Score -2.855151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Entering Unmasked Estep 
Score: -7474173.500000 Penalty: 1831.745483
	Iteration 0F: 2 clusters Score -7474174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -7421829.000000 Penalty: 3663.490967
	Iteration 0F: 3 clusters Score -7421829 nChanged 37287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7443116.500000 Penalty: 3663.490967
	Iteration 1F: 3 clusters Score -7443116 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -7443570.000000 Penalty: 3663.490967
	Iteration 2Q: 3 clusters Score -7443570 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7444017.000000 Penalty: 3663.490967
	Iteration 3Q: 3 clusters Score -7444017 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -7444476.000000 Penalty: 3663.490967
	Iteration 4Q: 3 clusters Score -7444476 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -7444955.000000 Penalty: 3663.490967
	Iteration 5Q: 3 clusters Score -7444955 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -7445622.000000 Penalty: 3663.490967
	Iteration 6Q: 3 clusters Score -7445622 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -7446569.500000 Penalty: 3663.490967
	Iteration 7Q: 3 clusters Score -7446570 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -7448019.000000 Penalty: 3663.490967
	Iteration 8Q: 3 clusters Score -7448019 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -7450259.000000 Penalty: 3663.490967
	Iteration 9Q: 3 clusters Score -7450259 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -7453461.500000 Penalty: 3663.490967
	Iteration 10F: 3 clusters Score -7453462 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -7457128.000000 Penalty: 3663.490967
	Iteration 11F: 3 clusters Score -7457128 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -7460097.500000 Penalty: 3663.490967
	Iteration 12F: 3 clusters Score -7460098 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -7461603.500000 Penalty: 3663.490967
	Iteration 13Q: 3 clusters Score -7461604 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -7462336.500000 Penalty: 3663.490967
	Iteration 14Q: 3 clusters Score -7462336 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -7462805.000000 Penalty: 3663.490967
	Iteration 15Q: 3 clusters Score -7462805 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -7463173.500000 Penalty: 3663.490967
	Iteration 16Q: 3 clusters Score -7463174 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -7463611.500000 Penalty: 3663.490967
	Iteration 17Q: 3 clusters Score -7463612 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -7463947.500000 Penalty: 3663.490967
	Iteration 18Q: 3 clusters Score -7463948 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -7464303.000000 Penalty: 3663.490967
	Iteration 19Q: 3 clusters Score -7464303 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -7464718.500000 Penalty: 3663.490967
	Iteration 20F: 3 clusters Score -7464718 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -7465102.000000 Penalty: 3663.490967
	Iteration 21Q: 3 clusters Score -7465102 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -7465506.500000 Penalty: 3663.490967
	Iteration 22Q: 3 clusters Score -7465506 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -7465992.500000 Penalty: 3663.490967
	Iteration 23Q: 3 clusters Score -7465992 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -7466434.500000 Penalty: 3663.490967
	Iteration 24Q: 3 clusters Score -7466434 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -7466847.000000 Penalty: 3663.490967
	Iteration 25Q: 3 clusters Score -7466847 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -7467289.000000 Penalty: 3663.490967
	Iteration 26Q: 3 clusters Score -7467289 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -7467798.500000 Penalty: 3663.490967
	Iteration 27Q: 3 clusters Score -7467798 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -7468278.000000 Penalty: 3663.490967
	Iteration 28Q: 3 clusters Score -7468278 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -7468772.500000 Penalty: 3663.490967
	Iteration 29Q: 3 clusters Score -7468772 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -7469258.500000 Penalty: 3663.490967
	Iteration 30Q: 3 clusters Score -7469258 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -7469664.500000 Penalty: 3663.490967
	Iteration 31Q: 3 clusters Score -7469664 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7470066.000000 Penalty: 3663.490967
	Iteration 32Q: 3 clusters Score -7470066 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -7470390.000000 Penalty: 3663.490967
	Iteration 33Q: 3 clusters Score -7470390 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -7470718.500000 Penalty: 3663.490967
	Iteration 34Q: 3 clusters Score -7470718 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -7471003.000000 Penalty: 3663.490967
	Iteration 35Q: 3 clusters Score -7471003 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7471262.000000 Penalty: 3663.490967
	Iteration 36Q: 3 clusters Score -7471262 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -7471453.000000 Penalty: 3663.490967
	Iteration 37Q: 3 clusters Score -7471453 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7471644.000000 Penalty: 3663.490967
	Iteration 38Q: 3 clusters Score -7471644 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7471782.000000 Penalty: 3663.490967
	Iteration 39Q: 3 clusters Score -7471782 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7471927.500000 Penalty: 3663.490967
	Iteration 40F: 3 clusters Score -7471928 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7472053.500000 Penalty: 3663.490967
	Iteration 41Q: 3 clusters Score -7472054 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7472145.000000 Penalty: 3663.490967
	Iteration 42Q: 3 clusters Score -7472145 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7472231.500000 Penalty: 3663.490967
	Iteration 43Q: 3 clusters Score -7472232 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7472300.000000 Penalty: 3663.490967
	Iteration 44Q: 3 clusters Score -7472300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7472344.000000 Penalty: 3663.490967
	Iteration 45Q: 3 clusters Score -7472344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7472385.500000 Penalty: 3663.490967
	Iteration 46Q: 3 clusters Score -7472386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7472431.000000 Penalty: 3663.490967
	Iteration 47Q: 3 clusters Score -7472431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7472460.000000 Penalty: 3663.490967
	Iteration 48Q: 3 clusters Score -7472460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7472487.000000 Penalty: 3663.490967
	Iteration 49Q: 3 clusters Score -7472487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7472521.000000 Penalty: 3663.490967
	Iteration 50Q: 3 clusters Score -7472521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7472553.000000 Penalty: 3663.490967
	Iteration 51Q: 3 clusters Score -7472553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7472572.500000 Penalty: 3663.490967
	Iteration 52Q: 3 clusters Score -7472572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7472602.000000 Penalty: 3663.490967
	Iteration 53Q: 3 clusters Score -7472602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7472621.500000 Penalty: 3663.490967
	Iteration 54Q: 3 clusters Score -7472622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7472632.500000 Penalty: 3663.490967
	Iteration 55Q: 3 clusters Score -7472632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7472643.500000 Penalty: 3663.490967
	Iteration 56Q: 3 clusters Score -7472644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7472648.000000 Penalty: 3663.490967
	Iteration 57Q: 3 clusters Score -7472648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7472652.000000 Penalty: 3663.490967
	Iteration 58Q: 3 clusters Score -7472652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7472667.000000 Penalty: 3663.490967
	Iteration 59Q: 3 clusters Score -7472667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7472675.000000 Penalty: 3663.490967
	Iteration 60F: 3 clusters Score -7472675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7472677.000000 Penalty: 3663.490967
	Iteration 61Q: 3 clusters Score -7472677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7472682.000000 Penalty: 3663.490967
	Iteration 62Q: 3 clusters Score -7472682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7472692.000000 Penalty: 3663.490967
	Iteration 63Q: 3 clusters Score -7472692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7472692.500000 Penalty: 3663.490967
	Iteration 64Q: 3 clusters Score -7472692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7472694.000000 Penalty: 3663.490967
	Iteration 65Q: 3 clusters Score -7472694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7472693.000000 Penalty: 3663.490967
	Iteration 66Q: 3 clusters Score -7472693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7472703.500000 Penalty: 3663.490967
	Iteration 67Q: 3 clusters Score -7472704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7472704.000000 Penalty: 3663.490967
	Iteration 68Q: 3 clusters Score -7472704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7472702.500000 Penalty: 3663.490967
	Iteration 69Q: 3 clusters Score -7472702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7472700.500000 Penalty: 3663.490967
	Iteration 70Q: 3 clusters Score -7472700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7472703.000000 Penalty: 3663.490967
	Iteration 71Q: 3 clusters Score -7472703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7472700.500000 Penalty: 3663.490967
	Iteration 72Q: 3 clusters Score -7472700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7472700.500000 Penalty: 3663.490967
	Iteration 73F: 3 clusters Score -7472700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -70251.171875 Penalty: 1098.379028
	Iteration 0F: 2 clusters Score -70251.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68987.281250 Penalty: 2196.758057
	Iteration 0F: 3 clusters Score -68987.28 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69358.000000 Penalty: 2196.758057
	Iteration 1F: 3 clusters Score -69358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69492.781250 Penalty: 2196.758057
	Iteration 2F: 3 clusters Score -69492.78 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69612.453125 Penalty: 2196.758057
	Iteration 3F: 3 clusters Score -69612.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69715.468750 Penalty: 2196.758057
	Iteration 4F: 3 clusters Score -69715.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69793.429688 Penalty: 2196.758057
	Iteration 5F: 3 clusters Score -69793.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69885.382812 Penalty: 2196.758057
	Iteration 6Q: 3 clusters Score -69885.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69920.765625 Penalty: 2196.758057
	Iteration 7Q: 3 clusters Score -69920.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -69940.609375 Penalty: 2196.758057
	Iteration 8Q: 3 clusters Score -69940.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -69948.625000 Penalty: 2196.758057
	Iteration 9Q: 3 clusters Score -69948.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -69955.257812 Penalty: 2196.758057
	Iteration 10Q: 3 clusters Score -69955.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69958.171875 Penalty: 2196.758057
	Iteration 11Q: 3 clusters Score -69958.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69958.171875 Penalty: 2196.758057
	Iteration 12F: 3 clusters Score -69958.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12445 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 10 contains 60332 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 5584 members 
Mstep: Class 14 contains 155374 members 
Mstep: Class 15 contains 31511 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 306832 members 
Mstep: Class 20 contains 78612 members 
Mstep: Class 21 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465592.000000 Penalty: 43859.843750
Iteration 39Q: 21 clusters Score -6.646559e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12527 members 
Mstep: Class 3 contains 9482 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 5043 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 34742 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 59467 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 12345 members 
Mstep: Class 13 contains 5525 members 
Mstep: Class 14 contains 156627 members 
Mstep: Class 15 contains 31534 members 
Mstep: Class 16 contains 8994 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 306387 members 
Mstep: Class 20 contains 78450 members 
Mstep: Class 21 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 21 clusters Score -6.646759e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12589 members 
Mstep: Class 3 contains 9483 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 582 members 
Mstep: Class 6 contains 5198 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 34689 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 58732 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 12305 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 14 contains 157753 members 
Mstep: Class 15 contains 31530 members 
Mstep: Class 16 contains 8980 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 306135 members 
Mstep: Class 20 contains 78128 members 
Mstep: Class 21 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 21 clusters Score -6.646878e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12664 members 
Mstep: Class 3 contains 9488 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 580 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 34640 members 
Mstep: Class 9 contains 502 members 
Mstep: Class 10 contains 58121 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 12266 members 
Mstep: Class 13 contains 5386 members 
Mstep: Class 14 contains 158889 members 
Mstep: Class 15 contains 31516 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305955 members 
Mstep: Class 20 contains 77801 members 
Mstep: Class 21 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 21 clusters Score -6.646897e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12736 members 
Mstep: Class 3 contains 9503 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 34590 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 57617 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 12236 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 159950 members 
Mstep: Class 15 contains 31498 members 
Mstep: Class 16 contains 8966 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305806 members 
Mstep: Class 20 contains 77469 members 
Mstep: Class 21 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -6.646887e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12799 members 
Mstep: Class 3 contains 9514 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 57185 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 160871 members 
Mstep: Class 15 contains 31466 members 
Mstep: Class 16 contains 8959 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305700 members 
Mstep: Class 20 contains 77158 members 
Mstep: Class 21 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 21 clusters Score -6.64689e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12876 members 
Mstep: Class 3 contains 9521 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 586 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 34505 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 56768 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 12204 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 161829 members 
Mstep: Class 15 contains 31426 members 
Mstep: Class 16 contains 8958 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 305576 members 
Mstep: Class 20 contains 76862 members 
Mstep: Class 21 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 21 clusters Score -6.646855e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12927 members 
Mstep: Class 3 contains 9544 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 5336 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 34476 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 56404 members 
Mstep: Class 11 contains 1170 members 
Mstep: Class 12 contains 12202 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 162704 members 
Mstep: Class 15 contains 31357 members 
Mstep: Class 16 contains 8956 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 305478 members 
Mstep: Class 20 contains 76560 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 21 clusters Score -6.646832e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12975 members 
Mstep: Class 3 contains 9578 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 588 members 
Mstep: Class 6 contains 5325 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 34427 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 56093 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 12185 members 
Mstep: Class 13 contains 5013 members 
Mstep: Class 14 contains 163522 members 
Mstep: Class 15 contains 31272 members 
Mstep: Class 16 contains 8954 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305427 members 
Mstep: Class 20 contains 76257 members 
Mstep: Class 21 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -6.646783e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13018 members 
Mstep: Class 3 contains 9607 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 34378 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 55807 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12177 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 164191 members 
Mstep: Class 15 contains 31202 members 
Mstep: Class 16 contains 8950 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305447 members 
Mstep: Class 20 contains 75981 members 
Mstep: Class 21 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467368.000000 Penalty: 43859.843750
Iteration 48Q: 21 clusters Score -6.646737e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13058 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 34332 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 55571 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12163 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 164884 members 
Mstep: Class 15 contains 31111 members 
Mstep: Class 16 contains 8945 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305396 members 
Mstep: Class 20 contains 75733 members 
Mstep: Class 21 contains 732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467172.000000 Penalty: 43859.843750
Iteration 49Q: 21 clusters Score -6.646717e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13113 members 
Mstep: Class 3 contains 9648 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 34291 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 55346 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12145 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 165539 members 
Mstep: Class 15 contains 31020 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305364 members 
Mstep: Class 20 contains 75491 members 
Mstep: Class 21 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466820.000000 Penalty: 43859.843750
Iteration 50Q: 21 clusters Score -6.646682e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13168 members 
Mstep: Class 3 contains 9669 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 34272 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 55179 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 12122 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 166094 members 
Mstep: Class 15 contains 30946 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305289 members 
Mstep: Class 20 contains 75287 members 
Mstep: Class 21 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466660.000000 Penalty: 43859.843750
Iteration 51Q: 21 clusters Score -6.646666e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13240 members 
Mstep: Class 3 contains 9686 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 34263 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 55034 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 12080 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 166571 members 
Mstep: Class 15 contains 30857 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305246 members 
Mstep: Class 20 contains 75108 members 
Mstep: Class 21 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466452.000000 Penalty: 43859.843750
Iteration 52Q: 21 clusters Score -6.646645e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13321 members 
Mstep: Class 3 contains 9697 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5217 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 34253 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54908 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 12061 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 167007 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305187 members 
Mstep: Class 20 contains 74930 members 
Mstep: Class 21 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465980.000000 Penalty: 43859.843750
Iteration 53Q: 21 clusters Score -6.646598e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 9704 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5206 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34240 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54776 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 167432 members 
Mstep: Class 15 contains 30737 members 
Mstep: Class 16 contains 8939 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305104 members 
Mstep: Class 20 contains 74777 members 
Mstep: Class 21 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465580.000000 Penalty: 43859.843750
Iteration 54Q: 21 clusters Score -6.646558e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13467 members 
Mstep: Class 3 contains 9719 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34227 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54680 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 167804 members 
Mstep: Class 15 contains 30684 members 
Mstep: Class 16 contains 8940 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305052 members 
Mstep: Class 20 contains 74601 members 
Mstep: Class 21 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465536.000000 Penalty: 43859.843750
Iteration 55Q: 21 clusters Score -6.646554e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13539 members 
Mstep: Class 3 contains 9737 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5185 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34228 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54596 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12037 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 168098 members 
Mstep: Class 15 contains 30620 members 
Mstep: Class 16 contains 8940 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305036 members 
Mstep: Class 20 contains 74450 members 
Mstep: Class 21 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -6.646552e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13626 members 
Mstep: Class 3 contains 9737 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34225 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54528 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12033 members 
Mstep: Class 13 contains 4511 members 
Mstep: Class 14 contains 168375 members 
Mstep: Class 15 contains 30573 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305010 members 
Mstep: Class 20 contains 74311 members 
Mstep: Class 21 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -6.646545e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 9752 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5153 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34225 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54480 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12023 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 14 contains 168563 members 
Mstep: Class 15 contains 30523 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305027 members 
Mstep: Class 20 contains 74191 members 
Mstep: Class 21 contains 720 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -6.646534e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 9765 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5149 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34225 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54432 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12007 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 168727 members 
Mstep: Class 15 contains 30478 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 305029 members 
Mstep: Class 20 contains 74103 members 
Mstep: Class 21 contains 720 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -6.646522e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13853 members 
Mstep: Class 3 contains 9782 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5142 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34241 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54401 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 11996 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 168874 members 
Mstep: Class 15 contains 30443 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304988 members 
Mstep: Class 20 contains 74027 members 
Mstep: Class 21 contains 720 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -6.646528e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13920 members 
Mstep: Class 3 contains 9807 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 5135 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34250 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 54364 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 11996 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 169041 members 
Mstep: Class 15 contains 30411 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304916 members 
Mstep: Class 20 contains 73956 members 
Mstep: Class 21 contains 720 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -6.646552e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 9829 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 5140 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34260 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 54343 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 12002 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 169170 members 
Mstep: Class 15 contains 30380 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304885 members 
Mstep: Class 20 contains 73871 members 
Mstep: Class 21 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 21 clusters Score -6.646554e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 9855 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34265 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 54334 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 12001 members 
Mstep: Class 13 contains 4216 members 
Mstep: Class 14 contains 169275 members 
Mstep: Class 15 contains 30340 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304886 members 
Mstep: Class 20 contains 73802 members 
Mstep: Class 21 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465484.000000 Penalty: 43859.843750
Iteration 63Q: 21 clusters Score -6.646548e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 9874 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 5121 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34276 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 54320 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 4178 members 
Mstep: Class 14 contains 169369 members 
Mstep: Class 15 contains 30311 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304875 members 
Mstep: Class 20 contains 73748 members 
Mstep: Class 21 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465332.000000 Penalty: 43859.843750
Iteration 64Q: 21 clusters Score -6.646533e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34278 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 54305 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 11992 members 
Mstep: Class 13 contains 4149 members 
Mstep: Class 14 contains 169471 members 
Mstep: Class 15 contains 30284 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304847 members 
Mstep: Class 20 contains 73692 members 
Mstep: Class 21 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465288.000000 Penalty: 43859.843750
Iteration 65Q: 21 clusters Score -6.646529e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14131 members 
Mstep: Class 3 contains 9946 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 5108 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34282 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 54296 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 11983 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 14 contains 169563 members 
Mstep: Class 15 contains 30253 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304822 members 
Mstep: Class 20 contains 73640 members 
Mstep: Class 21 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465304.000000 Penalty: 43859.843750
Iteration 66Q: 21 clusters Score -6.64653e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14149 members 
Mstep: Class 3 contains 9989 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 34283 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 54285 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 169612 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304849 members 
Mstep: Class 20 contains 73595 members 
Mstep: Class 21 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465392.000000 Penalty: 43859.843750
Iteration 67Q: 21 clusters Score -6.646539e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14167 members 
Mstep: Class 3 contains 10028 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 5101 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 34283 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 54267 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 169675 members 
Mstep: Class 15 contains 30200 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304843 members 
Mstep: Class 20 contains 73566 members 
Mstep: Class 21 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465232.000000 Penalty: 43859.843750
Iteration 68Q: 21 clusters Score -6.646523e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14199 members 
Mstep: Class 3 contains 10068 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34291 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 54263 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 11967 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 169730 members 
Mstep: Class 15 contains 30177 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304812 members 
Mstep: Class 20 contains 73543 members 
Mstep: Class 21 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465032.000000 Penalty: 43859.843750
Iteration 69Q: 21 clusters Score -6.646503e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14213 members 
Mstep: Class 3 contains 10100 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 5108 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34296 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54257 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11959 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 14 contains 169762 members 
Mstep: Class 15 contains 30151 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 304828 members 
Mstep: Class 20 contains 73514 members 
Mstep: Class 21 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464972.000000 Penalty: 43859.843750
Iteration 70Q: 21 clusters Score -6.646497e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 10128 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34296 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54253 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11951 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 169797 members 
Mstep: Class 15 contains 30139 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304828 members 
Mstep: Class 20 contains 73485 members 
Mstep: Class 21 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464908.000000 Penalty: 43859.843750
Iteration 71Q: 21 clusters Score -6.646491e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 10168 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34301 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54242 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 3889 members 
Mstep: Class 14 contains 169814 members 
Mstep: Class 15 contains 30136 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304821 members 
Mstep: Class 20 contains 73459 members 
Mstep: Class 21 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464936.000000 Penalty: 43859.843750
Iteration 72Q: 21 clusters Score -6.646494e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 10207 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34304 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 54229 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 169842 members 
Mstep: Class 15 contains 30132 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304820 members 
Mstep: Class 20 contains 73428 members 
Mstep: Class 21 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464868.000000 Penalty: 43859.843750
Iteration 73Q: 21 clusters Score -6.646487e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 10253 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5120 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34305 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 54223 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 169861 members 
Mstep: Class 15 contains 30130 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304825 members 
Mstep: Class 20 contains 73408 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464884.000000 Penalty: 43859.843750
Iteration 74Q: 21 clusters Score -6.646488e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14191 members 
Mstep: Class 3 contains 10303 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34306 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 54221 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 3817 members 
Mstep: Class 14 contains 169870 members 
Mstep: Class 15 contains 30126 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304845 members 
Mstep: Class 20 contains 73385 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464824.000000 Penalty: 43859.843750
Iteration 75Q: 21 clusters Score -6.646482e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14167 members 
Mstep: Class 3 contains 10350 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34308 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 54222 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 169874 members 
Mstep: Class 15 contains 30122 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304857 members 
Mstep: Class 20 contains 73371 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464792.000000 Penalty: 43859.843750
Iteration 76Q: 21 clusters Score -6.646479e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14157 members 
Mstep: Class 3 contains 10389 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34311 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 54216 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 3775 members 
Mstep: Class 14 contains 169883 members 
Mstep: Class 15 contains 30114 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304860 members 
Mstep: Class 20 contains 73360 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464676.000000 Penalty: 43859.843750
Iteration 77Q: 21 clusters Score -6.646468e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14150 members 
Mstep: Class 3 contains 10414 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34315 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54215 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11992 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 169890 members 
Mstep: Class 15 contains 30111 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304856 members 
Mstep: Class 20 contains 73349 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464724.000000 Penalty: 43859.843750
Iteration 78Q: 21 clusters Score -6.646472e+07 nChanged 169
Entering ConstructFrom: 
Score: -66464724.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -19078.751953 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -19078.75 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 184 members 
Entering Unmasked Estep 
Score: -18281.197266 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -18281.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18565.294922 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -18565.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18663.589844 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -18663.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18730.115234 Penalty: 1905.680176
	Iteration 3F: 3 clusters Score -18730.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18751.669922 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -18751.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18759.716797 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -18759.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18765.423828 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -18765.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18767.939453 Penalty: 1905.680176
	Iteration 7Q: 3 clusters Score -18767.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18767.939453 Penalty: 1905.680176
	Iteration 8F: 3 clusters Score -18767.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Entering Unmasked Estep 
Score: -1249421.750000 Penalty: 1553.008545
	Iteration 0F: 2 clusters Score -1249422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1239616.000000 Penalty: 3106.017090
	Iteration 0F: 3 clusters Score -1239616 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1242979.875000 Penalty: 3106.017090
	Iteration 1F: 3 clusters Score -1242980 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1243299.125000 Penalty: 3106.017090
	Iteration 2F: 3 clusters Score -1243299 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1243566.875000 Penalty: 3106.017090
	Iteration 3Q: 3 clusters Score -1243567 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1243830.375000 Penalty: 3106.017090
	Iteration 4Q: 3 clusters Score -1243830 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1244134.125000 Penalty: 3106.017090
	Iteration 5Q: 3 clusters Score -1244134 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1244433.125000 Penalty: 3106.017090
	Iteration 6Q: 3 clusters Score -1244433 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1244785.625000 Penalty: 3106.017090
	Iteration 7Q: 3 clusters Score -1244786 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1245143.500000 Penalty: 3106.017090
	Iteration 8Q: 3 clusters Score -1245144 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1245524.000000 Penalty: 3106.017090
	Iteration 9Q: 3 clusters Score -1245524 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1245871.125000 Penalty: 3106.017090
	Iteration 10Q: 3 clusters Score -1245871 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1246165.500000 Penalty: 3106.017090
	Iteration 11Q: 3 clusters Score -1246166 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1246348.875000 Penalty: 3106.017090
	Iteration 12Q: 3 clusters Score -1246349 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1246491.875000 Penalty: 3106.017090
	Iteration 13Q: 3 clusters Score -1246492 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1246597.000000 Penalty: 3106.017090
	Iteration 14Q: 3 clusters Score -1246597 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1246655.875000 Penalty: 3106.017090
	Iteration 15Q: 3 clusters Score -1246656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1246697.125000 Penalty: 3106.017090
	Iteration 16Q: 3 clusters Score -1246697 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1246723.750000 Penalty: 3106.017090
	Iteration 17Q: 3 clusters Score -1246724 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1246748.875000 Penalty: 3106.017090
	Iteration 18Q: 3 clusters Score -1246749 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1246774.500000 Penalty: 3106.017090
	Iteration 19Q: 3 clusters Score -1246774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1246797.000000 Penalty: 3106.017090
	Iteration 20F: 3 clusters Score -1246797 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1246819.375000 Penalty: 3106.017090
	Iteration 21Q: 3 clusters Score -1246819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1246841.125000 Penalty: 3106.017090
	Iteration 22Q: 3 clusters Score -1246841 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1246856.000000 Penalty: 3106.017090
	Iteration 23Q: 3 clusters Score -1246856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1246874.125000 Penalty: 3106.017090
	Iteration 24Q: 3 clusters Score -1246874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1246887.250000 Penalty: 3106.017090
	Iteration 25Q: 3 clusters Score -1246887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1246907.000000 Penalty: 3106.017090
	Iteration 26Q: 3 clusters Score -1246907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1246921.375000 Penalty: 3106.017090
	Iteration 27Q: 3 clusters Score -1246921 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1246936.875000 Penalty: 3106.017090
	Iteration 28Q: 3 clusters Score -1246937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1246942.875000 Penalty: 3106.017090
	Iteration 29Q: 3 clusters Score -1246943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1246952.750000 Penalty: 3106.017090
	Iteration 30Q: 3 clusters Score -1246953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1246962.125000 Penalty: 3106.017090
	Iteration 31Q: 3 clusters Score -1246962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1246969.625000 Penalty: 3106.017090
	Iteration 32Q: 3 clusters Score -1246970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1246970.000000 Penalty: 3106.017090
	Iteration 33Q: 3 clusters Score -1246970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1246976.625000 Penalty: 3106.017090
	Iteration 34Q: 3 clusters Score -1246977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1246977.625000 Penalty: 3106.017090
	Iteration 35Q: 3 clusters Score -1246978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1246980.000000 Penalty: 3106.017090
	Iteration 36Q: 3 clusters Score -1246980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1246977.000000 Penalty: 3106.017090
	Iteration 37Q: 3 clusters Score -1246977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1246982.500000 Penalty: 3106.017090
	Iteration 38Q: 3 clusters Score -1246982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1246984.750000 Penalty: 3106.017090
	Iteration 39Q: 3 clusters Score -1246985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1246986.625000 Penalty: 3106.017090
	Iteration 40F: 3 clusters Score -1246987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1246986.500000 Penalty: 3106.017090
	Iteration 41Q: 3 clusters Score -1246986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1246993.500000 Penalty: 3106.017090
	Iteration 42Q: 3 clusters Score -1246994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1246996.250000 Penalty: 3106.017090
	Iteration 43Q: 3 clusters Score -1246996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1246998.500000 Penalty: 3106.017090
	Iteration 44Q: 3 clusters Score -1246998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1247001.000000 Penalty: 3106.017090
	Iteration 45Q: 3 clusters Score -1247001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1247002.500000 Penalty: 3106.017090
	Iteration 46Q: 3 clusters Score -1247002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1247000.750000 Penalty: 3106.017090
	Iteration 47Q: 3 clusters Score -1247001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1246999.250000 Penalty: 3106.017090
	Iteration 48Q: 3 clusters Score -1246999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1246999.750000 Penalty: 3106.017090
	Iteration 49Q: 3 clusters Score -1247000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1247001.750000 Penalty: 3106.017090
	Iteration 50Q: 3 clusters Score -1247002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1247003.375000 Penalty: 3106.017090
	Iteration 51Q: 3 clusters Score -1247003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1247004.500000 Penalty: 3106.017090
	Iteration 52Q: 3 clusters Score -1247004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1247008.000000 Penalty: 3106.017090
	Iteration 53Q: 3 clusters Score -1247008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1247010.625000 Penalty: 3106.017090
	Iteration 54Q: 3 clusters Score -1247011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1247006.625000 Penalty: 3106.017090
	Iteration 55Q: 3 clusters Score -1247007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1247009.000000 Penalty: 3106.017090
	Iteration 56Q: 3 clusters Score -1247009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1247009.875000 Penalty: 3106.017090
	Iteration 57Q: 3 clusters Score -1247010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1247011.625000 Penalty: 3106.017090
	Iteration 58Q: 3 clusters Score -1247012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1247008.000000 Penalty: 3106.017090
	Iteration 59Q: 3 clusters Score -1247008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1247013.625000 Penalty: 3106.017090
	Iteration 60F: 3 clusters Score -1247014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1247014.000000 Penalty: 3106.017090
	Iteration 61Q: 3 clusters Score -1247014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1247014.000000 Penalty: 3106.017090
	Iteration 62F: 3 clusters Score -1247014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -962378.125000 Penalty: 1503.537354
	Iteration 0F: 2 clusters Score -962378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -954981.687500 Penalty: 3007.074707
	Iteration 0F: 3 clusters Score -954981.7 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -957417.812500 Penalty: 3007.074707
	Iteration 1F: 3 clusters Score -957417.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -957623.312500 Penalty: 3007.074707
	Iteration 2F: 3 clusters Score -957623.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -957794.625000 Penalty: 3007.074707
	Iteration 3Q: 3 clusters Score -957794.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -957973.250000 Penalty: 3007.074707
	Iteration 4Q: 3 clusters Score -957973.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -958201.125000 Penalty: 3007.074707
	Iteration 5Q: 3 clusters Score -958201.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -958466.125000 Penalty: 3007.074707
	Iteration 6Q: 3 clusters Score -958466.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -958747.687500 Penalty: 3007.074707
	Iteration 7Q: 3 clusters Score -958747.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -959050.875000 Penalty: 3007.074707
	Iteration 8Q: 3 clusters Score -959050.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -959359.562500 Penalty: 3007.074707
	Iteration 9Q: 3 clusters Score -959359.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -959673.062500 Penalty: 3007.074707
	Iteration 10Q: 3 clusters Score -959673.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -959997.000000 Penalty: 3007.074707
	Iteration 11Q: 3 clusters Score -959997 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -960279.375000 Penalty: 3007.074707
	Iteration 12Q: 3 clusters Score -960279.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -960470.625000 Penalty: 3007.074707
	Iteration 13Q: 3 clusters Score -960470.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -960608.562500 Penalty: 3007.074707
	Iteration 14Q: 3 clusters Score -960608.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -960723.500000 Penalty: 3007.074707
	Iteration 15Q: 3 clusters Score -960723.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -960805.312500 Penalty: 3007.074707
	Iteration 16Q: 3 clusters Score -960805.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -960861.062500 Penalty: 3007.074707
	Iteration 17Q: 3 clusters Score -960861.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -960904.187500 Penalty: 3007.074707
	Iteration 18Q: 3 clusters Score -960904.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -960935.812500 Penalty: 3007.074707
	Iteration 19Q: 3 clusters Score -960935.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -960956.250000 Penalty: 3007.074707
	Iteration 20F: 3 clusters Score -960956.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -960972.000000 Penalty: 3007.074707
	Iteration 21Q: 3 clusters Score -960972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -961009.312500 Penalty: 3007.074707
	Iteration 22Q: 3 clusters Score -961009.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -961030.375000 Penalty: 3007.074707
	Iteration 23Q: 3 clusters Score -961030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -961046.375000 Penalty: 3007.074707
	Iteration 24Q: 3 clusters Score -961046.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -961055.000000 Penalty: 3007.074707
	Iteration 25Q: 3 clusters Score -961055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -961065.687500 Penalty: 3007.074707
	Iteration 26Q: 3 clusters Score -961065.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -961073.562500 Penalty: 3007.074707
	Iteration 27Q: 3 clusters Score -961073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -961077.812500 Penalty: 3007.074707
	Iteration 28Q: 3 clusters Score -961077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -961087.875000 Penalty: 3007.074707
	Iteration 29Q: 3 clusters Score -961087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -961095.312500 Penalty: 3007.074707
	Iteration 30Q: 3 clusters Score -961095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -961098.687500 Penalty: 3007.074707
	Iteration 31Q: 3 clusters Score -961098.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -961098.750000 Penalty: 3007.074707
	Iteration 32Q: 3 clusters Score -961098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -961102.562500 Penalty: 3007.074707
	Iteration 33Q: 3 clusters Score -961102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -961104.750000 Penalty: 3007.074707
	Iteration 34Q: 3 clusters Score -961104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -961104.750000 Penalty: 3007.074707
	Iteration 35F: 3 clusters Score -961104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -18307.855469 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -18307.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17424.345703 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -17424.35 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17635.042969 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -17635.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17786.183594 Penalty: 1929.699219
	Iteration 2F: 3 clusters Score -17786.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17878.730469 Penalty: 1929.699219
	Iteration 3Q: 3 clusters Score -17878.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17949.414062 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -17949.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17970.123047 Penalty: 1929.699219
	Iteration 5Q: 3 clusters Score -17970.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17978.955078 Penalty: 1929.699219
	Iteration 6Q: 3 clusters Score -17978.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17989.917969 Penalty: 1929.699219
	Iteration 7Q: 3 clusters Score -17989.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17992.318359 Penalty: 1929.699219
	Iteration 8Q: 3 clusters Score -17992.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17997.236328 Penalty: 1929.699219
	Iteration 9Q: 3 clusters Score -17997.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17999.121094 Penalty: 1929.699219
	Iteration 10Q: 3 clusters Score -17999.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17999.121094 Penalty: 1929.699219
	Iteration 11F: 3 clusters Score -17999.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -52394.078125 Penalty: 1046.653809
	Iteration 0F: 2 clusters Score -52394.08 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 316 members 
Entering Unmasked Estep 
Score: -51215.867188 Penalty: 2093.307617
	Iteration 0F: 3 clusters Score -51215.87 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51398.976562 Penalty: 2093.307617
	Iteration 1F: 3 clusters Score -51398.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51448.351562 Penalty: 2093.307617
	Iteration 2F: 3 clusters Score -51448.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51465.597656 Penalty: 2093.307617
	Iteration 3Q: 3 clusters Score -51465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51477.609375 Penalty: 2093.307617
	Iteration 4Q: 3 clusters Score -51477.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51485.035156 Penalty: 2093.307617
	Iteration 5Q: 3 clusters Score -51485.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51491.507812 Penalty: 2093.307617
	Iteration 6Q: 3 clusters Score -51491.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51495.167969 Penalty: 2093.307617
	Iteration 7Q: 3 clusters Score -51495.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -51495.582031 Penalty: 2093.307617
	Iteration 8Q: 3 clusters Score -51495.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -51495.582031 Penalty: 2093.307617
	Iteration 9F: 3 clusters Score -51495.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -459909.093750 Penalty: 1387.611938
	Iteration 0F: 2 clusters Score -459909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -455857.937500 Penalty: 2775.223877
	Iteration 0F: 3 clusters Score -455857.9 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -457051.343750 Penalty: 2775.223877
	Iteration 1F: 3 clusters Score -457051.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -457216.406250 Penalty: 2775.223877
	Iteration 2F: 3 clusters Score -457216.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -457320.156250 Penalty: 2775.223877
	Iteration 3Q: 3 clusters Score -457320.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -457386.750000 Penalty: 2775.223877
	Iteration 4Q: 3 clusters Score -457386.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -457453.593750 Penalty: 2775.223877
	Iteration 5Q: 3 clusters Score -457453.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -457506.312500 Penalty: 2775.223877
	Iteration 6Q: 3 clusters Score -457506.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -457554.562500 Penalty: 2775.223877
	Iteration 7Q: 3 clusters Score -457554.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -457594.406250 Penalty: 2775.223877
	Iteration 8Q: 3 clusters Score -457594.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -457634.843750 Penalty: 2775.223877
	Iteration 9Q: 3 clusters Score -457634.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -457674.781250 Penalty: 2775.223877
	Iteration 10Q: 3 clusters Score -457674.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -457716.906250 Penalty: 2775.223877
	Iteration 11Q: 3 clusters Score -457716.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -457773.593750 Penalty: 2775.223877
	Iteration 12Q: 3 clusters Score -457773.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -457839.125000 Penalty: 2775.223877
	Iteration 13Q: 3 clusters Score -457839.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -457909.031250 Penalty: 2775.223877
	Iteration 14Q: 3 clusters Score -457909 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -457987.781250 Penalty: 2775.223877
	Iteration 15Q: 3 clusters Score -457987.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -458071.125000 Penalty: 2775.223877
	Iteration 16Q: 3 clusters Score -458071.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -458153.656250 Penalty: 2775.223877
	Iteration 17Q: 3 clusters Score -458153.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -458223.125000 Penalty: 2775.223877
	Iteration 18Q: 3 clusters Score -458223.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -458289.687500 Penalty: 2775.223877
	Iteration 19Q: 3 clusters Score -458289.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -458355.125000 Penalty: 2775.223877
	Iteration 20F: 3 clusters Score -458355.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -458411.343750 Penalty: 2775.223877
	Iteration 21Q: 3 clusters Score -458411.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -458457.687500 Penalty: 2775.223877
	Iteration 22Q: 3 clusters Score -458457.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -458499.031250 Penalty: 2775.223877
	Iteration 23Q: 3 clusters Score -458499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -458534.562500 Penalty: 2775.223877
	Iteration 24Q: 3 clusters Score -458534.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -458566.437500 Penalty: 2775.223877
	Iteration 25Q: 3 clusters Score -458566.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -458597.156250 Penalty: 2775.223877
	Iteration 26Q: 3 clusters Score -458597.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -458628.093750 Penalty: 2775.223877
	Iteration 27Q: 3 clusters Score -458628.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -458654.437500 Penalty: 2775.223877
	Iteration 28Q: 3 clusters Score -458654.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -458684.687500 Penalty: 2775.223877
	Iteration 29Q: 3 clusters Score -458684.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -458701.656250 Penalty: 2775.223877
	Iteration 30Q: 3 clusters Score -458701.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -458722.375000 Penalty: 2775.223877
	Iteration 31Q: 3 clusters Score -458722.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -458743.031250 Penalty: 2775.223877
	Iteration 32Q: 3 clusters Score -458743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -458761.156250 Penalty: 2775.223877
	Iteration 33Q: 3 clusters Score -458761.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -458781.968750 Penalty: 2775.223877
	Iteration 34Q: 3 clusters Score -458782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -458801.312500 Penalty: 2775.223877
	Iteration 35Q: 3 clusters Score -458801.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -458820.062500 Penalty: 2775.223877
	Iteration 36Q: 3 clusters Score -458820.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -458835.312500 Penalty: 2775.223877
	Iteration 37Q: 3 clusters Score -458835.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -458850.437500 Penalty: 2775.223877
	Iteration 38Q: 3 clusters Score -458850.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -458863.906250 Penalty: 2775.223877
	Iteration 39Q: 3 clusters Score -458863.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -458875.187500 Penalty: 2775.223877
	Iteration 40F: 3 clusters Score -458875.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -458892.281250 Penalty: 2775.223877
	Iteration 41Q: 3 clusters Score -458892.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -458917.187500 Penalty: 2775.223877
	Iteration 42Q: 3 clusters Score -458917.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -458946.125000 Penalty: 2775.223877
	Iteration 43Q: 3 clusters Score -458946.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -458969.968750 Penalty: 2775.223877
	Iteration 44Q: 3 clusters Score -458970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -458988.625000 Penalty: 2775.223877
	Iteration 45Q: 3 clusters Score -458988.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -459009.875000 Penalty: 2775.223877
	Iteration 46Q: 3 clusters Score -459009.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -459038.687500 Penalty: 2775.223877
	Iteration 47Q: 3 clusters Score -459038.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -459064.281250 Penalty: 2775.223877
	Iteration 48Q: 3 clusters Score -459064.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -459084.062500 Penalty: 2775.223877
	Iteration 49Q: 3 clusters Score -459084.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -459104.000000 Penalty: 2775.223877
	Iteration 50Q: 3 clusters Score -459104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -459126.031250 Penalty: 2775.223877
	Iteration 51Q: 3 clusters Score -459126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -459143.406250 Penalty: 2775.223877
	Iteration 52Q: 3 clusters Score -459143.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -459161.250000 Penalty: 2775.223877
	Iteration 53Q: 3 clusters Score -459161.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -459172.125000 Penalty: 2775.223877
	Iteration 54Q: 3 clusters Score -459172.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -459183.000000 Penalty: 2775.223877
	Iteration 55Q: 3 clusters Score -459183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -459191.531250 Penalty: 2775.223877
	Iteration 56Q: 3 clusters Score -459191.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -459199.406250 Penalty: 2775.223877
	Iteration 57Q: 3 clusters Score -459199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -459201.093750 Penalty: 2775.223877
	Iteration 58Q: 3 clusters Score -459201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -459205.093750 Penalty: 2775.223877
	Iteration 59Q: 3 clusters Score -459205.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -459206.468750 Penalty: 2775.223877
	Iteration 60F: 3 clusters Score -459206.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -459208.218750 Penalty: 2775.223877
	Iteration 61Q: 3 clusters Score -459208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -459210.218750 Penalty: 2775.223877
	Iteration 62Q: 3 clusters Score -459210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -459211.531250 Penalty: 2775.223877
	Iteration 63Q: 3 clusters Score -459211.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -459213.875000 Penalty: 2775.223877
	Iteration 64Q: 3 clusters Score -459213.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -459216.968750 Penalty: 2775.223877
	Iteration 65Q: 3 clusters Score -459217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -459219.593750 Penalty: 2775.223877
	Iteration 66Q: 3 clusters Score -459219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -459220.062500 Penalty: 2775.223877
	Iteration 67Q: 3 clusters Score -459220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -459221.343750 Penalty: 2775.223877
	Iteration 68Q: 3 clusters Score -459221.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -459221.531250 Penalty: 2775.223877
	Iteration 69Q: 3 clusters Score -459221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -459225.781250 Penalty: 2775.223877
	Iteration 70Q: 3 clusters Score -459225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -459230.531250 Penalty: 2775.223877
	Iteration 71Q: 3 clusters Score -459230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -459235.062500 Penalty: 2775.223877
	Iteration 72Q: 3 clusters Score -459235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -459239.625000 Penalty: 2775.223877
	Iteration 73Q: 3 clusters Score -459239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -459240.656250 Penalty: 2775.223877
	Iteration 74Q: 3 clusters Score -459240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -459240.312500 Penalty: 2775.223877
	Iteration 75Q: 3 clusters Score -459240.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -459240.312500 Penalty: 2775.223877
	Iteration 76F: 3 clusters Score -459240.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -53236.253906 Penalty: 1053.256226
	Iteration 0F: 2 clusters Score -53236.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52146.710938 Penalty: 2106.512451
	Iteration 0F: 3 clusters Score -52146.71 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52364.128906 Penalty: 2106.512451
	Iteration 1F: 3 clusters Score -52364.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52426.941406 Penalty: 2106.512451
	Iteration 2F: 3 clusters Score -52426.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52449.843750 Penalty: 2106.512451
	Iteration 3Q: 3 clusters Score -52449.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52463.539062 Penalty: 2106.512451
	Iteration 4Q: 3 clusters Score -52463.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52487.023438 Penalty: 2106.512451
	Iteration 5Q: 3 clusters Score -52487.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52528.992188 Penalty: 2106.512451
	Iteration 6Q: 3 clusters Score -52528.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52572.378906 Penalty: 2106.512451
	Iteration 7Q: 3 clusters Score -52572.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52621.035156 Penalty: 2106.512451
	Iteration 8Q: 3 clusters Score -52621.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52697.207031 Penalty: 2106.512451
	Iteration 9Q: 3 clusters Score -52697.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52779.613281 Penalty: 2106.512451
	Iteration 10Q: 3 clusters Score -52779.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52854.492188 Penalty: 2106.512451
	Iteration 11Q: 3 clusters Score -52854.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52875.070312 Penalty: 2106.512451
	Iteration 12Q: 3 clusters Score -52875.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52888.968750 Penalty: 2106.512451
	Iteration 13Q: 3 clusters Score -52888.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52896.578125 Penalty: 2106.512451
	Iteration 14Q: 3 clusters Score -52896.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52899.777344 Penalty: 2106.512451
	Iteration 15Q: 3 clusters Score -52899.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52901.609375 Penalty: 2106.512451
	Iteration 16Q: 3 clusters Score -52901.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52908.320312 Penalty: 2106.512451
	Iteration 17Q: 3 clusters Score -52908.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52912.390625 Penalty: 2106.512451
	Iteration 18Q: 3 clusters Score -52912.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52914.289062 Penalty: 2106.512451
	Iteration 19Q: 3 clusters Score -52914.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52923.832031 Penalty: 2106.512451
	Iteration 20F: 3 clusters Score -52923.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52982.531250 Penalty: 2106.512451
	Iteration 21Q: 3 clusters Score -52982.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53006.804688 Penalty: 2106.512451
	Iteration 22Q: 3 clusters Score -53006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53027.000000 Penalty: 2106.512451
	Iteration 23Q: 3 clusters Score -53027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53040.605469 Penalty: 2106.512451
	Iteration 24Q: 3 clusters Score -53040.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53044.960938 Penalty: 2106.512451
	Iteration 25F: 3 clusters Score -53044.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53071.148438 Penalty: 2106.512451
	Iteration 26Q: 3 clusters Score -53071.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53094.476562 Penalty: 2106.512451
	Iteration 27Q: 3 clusters Score -53094.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53115.074219 Penalty: 2106.512451
	Iteration 28Q: 3 clusters Score -53115.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53119.750000 Penalty: 2106.512451
	Iteration 29Q: 3 clusters Score -53119.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53119.750000 Penalty: 2106.512451
	Iteration 30F: 3 clusters Score -53119.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Entering Unmasked Estep 
Score: -3260118.500000 Penalty: 1697.052002
	Iteration 0F: 2 clusters Score -3260118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3237040.750000 Penalty: 3394.104004
	Iteration 0F: 3 clusters Score -3237041 nChanged 15844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3245925.500000 Penalty: 3394.104004
	Iteration 1F: 3 clusters Score -3245926 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3246392.500000 Penalty: 3394.104004
	Iteration 2Q: 3 clusters Score -3246392 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3246839.250000 Penalty: 3394.104004
	Iteration 3Q: 3 clusters Score -3246839 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3247296.000000 Penalty: 3394.104004
	Iteration 4Q: 3 clusters Score -3247296 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3247880.500000 Penalty: 3394.104004
	Iteration 5Q: 3 clusters Score -3247880 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3248736.250000 Penalty: 3394.104004
	Iteration 6F: 3 clusters Score -3248736 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3249975.250000 Penalty: 3394.104004
	Iteration 7F: 3 clusters Score -3249975 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3251557.250000 Penalty: 3394.104004
	Iteration 8F: 3 clusters Score -3251557 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3253246.500000 Penalty: 3394.104004
	Iteration 9F: 3 clusters Score -3253246 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3254782.000000 Penalty: 3394.104004
	Iteration 10F: 3 clusters Score -3254782 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3255909.250000 Penalty: 3394.104004
	Iteration 11Q: 3 clusters Score -3255909 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3256662.000000 Penalty: 3394.104004
	Iteration 12Q: 3 clusters Score -3256662 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3257210.750000 Penalty: 3394.104004
	Iteration 13Q: 3 clusters Score -3257211 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3257552.250000 Penalty: 3394.104004
	Iteration 14Q: 3 clusters Score -3257552 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3257765.500000 Penalty: 3394.104004
	Iteration 15Q: 3 clusters Score -3257766 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3257922.000000 Penalty: 3394.104004
	Iteration 16Q: 3 clusters Score -3257922 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3258050.750000 Penalty: 3394.104004
	Iteration 17Q: 3 clusters Score -3258051 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3258157.750000 Penalty: 3394.104004
	Iteration 18Q: 3 clusters Score -3258158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3258227.250000 Penalty: 3394.104004
	Iteration 19Q: 3 clusters Score -3258227 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3258287.250000 Penalty: 3394.104004
	Iteration 20F: 3 clusters Score -3258287 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3258347.500000 Penalty: 3394.104004
	Iteration 21Q: 3 clusters Score -3258348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3258401.250000 Penalty: 3394.104004
	Iteration 22Q: 3 clusters Score -3258401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3258448.250000 Penalty: 3394.104004
	Iteration 23Q: 3 clusters Score -3258448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3258497.500000 Penalty: 3394.104004
	Iteration 24Q: 3 clusters Score -3258498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3258540.750000 Penalty: 3394.104004
	Iteration 25Q: 3 clusters Score -3258541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3258563.500000 Penalty: 3394.104004
	Iteration 26Q: 3 clusters Score -3258564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3258599.250000 Penalty: 3394.104004
	Iteration 27Q: 3 clusters Score -3258599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3258626.000000 Penalty: 3394.104004
	Iteration 28Q: 3 clusters Score -3258626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3258634.000000 Penalty: 3394.104004
	Iteration 29Q: 3 clusters Score -3258634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3258644.750000 Penalty: 3394.104004
	Iteration 30Q: 3 clusters Score -3258645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3258658.500000 Penalty: 3394.104004
	Iteration 31Q: 3 clusters Score -3258658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3258671.000000 Penalty: 3394.104004
	Iteration 32Q: 3 clusters Score -3258671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3258687.000000 Penalty: 3394.104004
	Iteration 33Q: 3 clusters Score -3258687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3258697.500000 Penalty: 3394.104004
	Iteration 34Q: 3 clusters Score -3258698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3258703.750000 Penalty: 3394.104004
	Iteration 35Q: 3 clusters Score -3258704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3258714.750000 Penalty: 3394.104004
	Iteration 36Q: 3 clusters Score -3258715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3258717.250000 Penalty: 3394.104004
	Iteration 37Q: 3 clusters Score -3258717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3258724.250000 Penalty: 3394.104004
	Iteration 38Q: 3 clusters Score -3258724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3258725.500000 Penalty: 3394.104004
	Iteration 39Q: 3 clusters Score -3258726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3258728.000000 Penalty: 3394.104004
	Iteration 40F: 3 clusters Score -3258728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3258729.500000 Penalty: 3394.104004
	Iteration 41Q: 3 clusters Score -3258730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3258733.500000 Penalty: 3394.104004
	Iteration 42Q: 3 clusters Score -3258734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3258732.500000 Penalty: 3394.104004
	Iteration 43Q: 3 clusters Score -3258732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3258732.750000 Penalty: 3394.104004
	Iteration 44Q: 3 clusters Score -3258733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3258732.750000 Penalty: 3394.104004
	Iteration 45F: 3 clusters Score -3258733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -38481.308594 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -38481.31 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 246 members 
Entering Unmasked Estep 
Score: -37380.269531 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -37380.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37581.003906 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -37581 nChanged 43
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: -37672.734375 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -37672.73 nChanged 28
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: -37728.031250 Penalty: 2038.071289
	Iteration 3F: 3 clusters Score -37728.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37769.667969 Penalty: 2038.071289
	Iteration 4Q: 3 clusters Score -37769.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37788.449219 Penalty: 2038.071289
	Iteration 5Q: 3 clusters Score -37788.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37812.753906 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -37812.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37841.398438 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -37841.4 nChanged 9
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: -37861.339844 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -37861.34 nChanged 8
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: -37884.066406 Penalty: 2038.071289
	Iteration 9Q: 3 clusters Score -37884.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37902.156250 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -37902.16 nChanged 12
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: -37942.335938 Penalty: 2038.071289
	Iteration 11Q: 3 clusters Score -37942.34 nChanged 11
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: -37964.164062 Penalty: 2038.071289
	Iteration 12Q: 3 clusters Score -37964.16 nChanged 6
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: -37975.707031 Penalty: 2038.071289
	Iteration 13Q: 3 clusters Score -37975.71 nChanged 5
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: -37994.406250 Penalty: 2038.071289
	Iteration 14Q: 3 clusters Score -37994.41 nChanged 5
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: -38004.027344 Penalty: 2038.071289
	Iteration 15Q: 3 clusters Score -38004.03 nChanged 6
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: -38012.207031 Penalty: 2038.071289
	Iteration 16Q: 3 clusters Score -38012.21 nChanged 3
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: -38019.207031 Penalty: 2038.071289
	Iteration 17Q: 3 clusters Score -38019.21 nChanged 3
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: -38034.253906 Penalty: 2038.071289
	Iteration 18Q: 3 clusters Score -38034.25 nChanged 7
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: -38060.832031 Penalty: 2038.071289
	Iteration 19Q: 3 clusters Score -38060.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38093.097656 Penalty: 2038.071289
	Iteration 20F: 3 clusters Score -38093.1 nChanged 11
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: -38133.859375 Penalty: 2038.071289
	Iteration 21Q: 3 clusters Score -38133.86 nChanged 10
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: -38178.882812 Penalty: 2038.071289
	Iteration 22Q: 3 clusters Score -38178.88 nChanged 11
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: -38249.871094 Penalty: 2038.071289
	Iteration 23Q: 3 clusters Score -38249.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38302.996094 Penalty: 2038.071289
	Iteration 24Q: 3 clusters Score -38303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38304.984375 Penalty: 2038.071289
	Iteration 25Q: 3 clusters Score -38304.98 nChanged 2
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: -38307.031250 Penalty: 2038.071289
	Iteration 26Q: 3 clusters Score -38307.03 nChanged 2
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: -38312.144531 Penalty: 2038.071289
	Iteration 27Q: 3 clusters Score -38312.14 nChanged 3
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: -38320.078125 Penalty: 2038.071289
	Iteration 28Q: 3 clusters Score -38320.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38328.078125 Penalty: 2038.071289
	Iteration 29Q: 3 clusters Score -38328.08 nChanged 3
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: -38332.937500 Penalty: 2038.071289
	Iteration 30Q: 3 clusters Score -38332.94 nChanged 2
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: -38337.500000 Penalty: 2038.071289
	Iteration 31Q: 3 clusters Score -38337.5 nChanged 1
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: -38337.906250 Penalty: 2038.071289
	Iteration 32Q: 3 clusters Score -38337.91 nChanged 0
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: -38337.906250 Penalty: 2038.071289
	Iteration 33F: 3 clusters Score -38337.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Entering Unmasked Estep 
Score: -5158187.500000 Penalty: 1771.353882
	Iteration 0F: 2 clusters Score -5158188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5121775.500000 Penalty: 3542.707764
	Iteration 0F: 3 clusters Score -5121776 nChanged 25455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -5136119.000000 Penalty: 3542.707764
	Iteration 1F: 3 clusters Score -5136119 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -5136639.000000 Penalty: 3542.707764
	Iteration 2Q: 3 clusters Score -5136639 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -5137310.500000 Penalty: 3542.707764
	Iteration 3Q: 3 clusters Score -5137310 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -5138248.000000 Penalty: 3542.707764
	Iteration 4Q: 3 clusters Score -5138248 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -5139612.000000 Penalty: 3542.707764
	Iteration 5Q: 3 clusters Score -5139612 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -5141579.000000 Penalty: 3542.707764
	Iteration 6F: 3 clusters Score -5141579 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -5144488.000000 Penalty: 3542.707764
	Iteration 7F: 3 clusters Score -5144488 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5147951.000000 Penalty: 3542.707764
	Iteration 8F: 3 clusters Score -5147951 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5150826.500000 Penalty: 3542.707764
	Iteration 9F: 3 clusters Score -5150826 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -5152400.000000 Penalty: 3542.707764
	Iteration 10Q: 3 clusters Score -5152400 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5153010.000000 Penalty: 3542.707764
	Iteration 11Q: 3 clusters Score -5153010 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5153378.500000 Penalty: 3542.707764
	Iteration 12Q: 3 clusters Score -5153378 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -5153631.500000 Penalty: 3542.707764
	Iteration 13Q: 3 clusters Score -5153632 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5153833.500000 Penalty: 3542.707764
	Iteration 14Q: 3 clusters Score -5153834 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -5154006.500000 Penalty: 3542.707764
	Iteration 15Q: 3 clusters Score -5154006 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -5154169.000000 Penalty: 3542.707764
	Iteration 16Q: 3 clusters Score -5154169 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -5154340.500000 Penalty: 3542.707764
	Iteration 17Q: 3 clusters Score -5154340 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5154480.500000 Penalty: 3542.707764
	Iteration 18Q: 3 clusters Score -5154480 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -5154580.000000 Penalty: 3542.707764
	Iteration 19Q: 3 clusters Score -5154580 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5154704.500000 Penalty: 3542.707764
	Iteration 20F: 3 clusters Score -5154704 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -5154836.000000 Penalty: 3542.707764
	Iteration 21Q: 3 clusters Score -5154836 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -5154938.000000 Penalty: 3542.707764
	Iteration 22Q: 3 clusters Score -5154938 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -5155051.000000 Penalty: 3542.707764
	Iteration 23Q: 3 clusters Score -5155051 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -5155178.500000 Penalty: 3542.707764
	Iteration 24Q: 3 clusters Score -5155178 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -5155295.500000 Penalty: 3542.707764
	Iteration 25Q: 3 clusters Score -5155296 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -5155388.000000 Penalty: 3542.707764
	Iteration 26Q: 3 clusters Score -5155388 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -5155487.000000 Penalty: 3542.707764
	Iteration 27Q: 3 clusters Score -5155487 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -5155573.000000 Penalty: 3542.707764
	Iteration 28Q: 3 clusters Score -5155573 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -5155641.500000 Penalty: 3542.707764
	Iteration 29Q: 3 clusters Score -5155642 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -5155716.500000 Penalty: 3542.707764
	Iteration 30Q: 3 clusters Score -5155716 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -5155788.000000 Penalty: 3542.707764
	Iteration 31Q: 3 clusters Score -5155788 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -5155879.000000 Penalty: 3542.707764
	Iteration 32Q: 3 clusters Score -5155879 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -5155958.500000 Penalty: 3542.707764
	Iteration 33Q: 3 clusters Score -5155958 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -5156001.500000 Penalty: 3542.707764
	Iteration 34Q: 3 clusters Score -5156002 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -5156099.000000 Penalty: 3542.707764
	Iteration 35Q: 3 clusters Score -5156099 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -5156156.000000 Penalty: 3542.707764
	Iteration 36Q: 3 clusters Score -5156156 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -5156221.500000 Penalty: 3542.707764
	Iteration 37Q: 3 clusters Score -5156222 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -5156273.500000 Penalty: 3542.707764
	Iteration 38Q: 3 clusters Score -5156274 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -5156331.000000 Penalty: 3542.707764
	Iteration 39Q: 3 clusters Score -5156331 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -5156412.000000 Penalty: 3542.707764
	Iteration 40F: 3 clusters Score -5156412 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -5156461.500000 Penalty: 3542.707764
	Iteration 41Q: 3 clusters Score -5156462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -5156553.000000 Penalty: 3542.707764
	Iteration 42Q: 3 clusters Score -5156553 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -5156604.000000 Penalty: 3542.707764
	Iteration 43Q: 3 clusters Score -5156604 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -5156638.500000 Penalty: 3542.707764
	Iteration 44Q: 3 clusters Score -5156638 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -5156681.000000 Penalty: 3542.707764
	Iteration 45Q: 3 clusters Score -5156681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -5156695.500000 Penalty: 3542.707764
	Iteration 46Q: 3 clusters Score -5156696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -5156720.500000 Penalty: 3542.707764
	Iteration 47Q: 3 clusters Score -5156720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -5156759.500000 Penalty: 3542.707764
	Iteration 48Q: 3 clusters Score -5156760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -5156773.000000 Penalty: 3542.707764
	Iteration 49Q: 3 clusters Score -5156773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -5156763.500000 Penalty: 3542.707764
	Iteration 50Q: 3 clusters Score -5156764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -5156781.000000 Penalty: 3542.707764
	Iteration 51Q: 3 clusters Score -5156781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -5156794.000000 Penalty: 3542.707764
	Iteration 52Q: 3 clusters Score -5156794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -5156809.500000 Penalty: 3542.707764
	Iteration 53Q: 3 clusters Score -5156810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -5156815.500000 Penalty: 3542.707764
	Iteration 54Q: 3 clusters Score -5156816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -5156821.500000 Penalty: 3542.707764
	Iteration 55Q: 3 clusters Score -5156822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -5156824.500000 Penalty: 3542.707764
	Iteration 56Q: 3 clusters Score -5156824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -5156825.500000 Penalty: 3542.707764
	Iteration 57Q: 3 clusters Score -5156826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -5156824.500000 Penalty: 3542.707764
	Iteration 58Q: 3 clusters Score -5156824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -5156820.500000 Penalty: 3542.707764
	Iteration 59Q: 3 clusters Score -5156820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -5156824.000000 Penalty: 3542.707764
	Iteration 60F: 3 clusters Score -5156824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -5156828.000000 Penalty: 3542.707764
	Iteration 61Q: 3 clusters Score -5156828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -5156825.500000 Penalty: 3542.707764
	Iteration 62Q: 3 clusters Score -5156826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -5156830.500000 Penalty: 3542.707764
	Iteration 63Q: 3 clusters Score -5156830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -5156837.000000 Penalty: 3542.707764
	Iteration 64Q: 3 clusters Score -5156837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -5156842.000000 Penalty: 3542.707764
	Iteration 65Q: 3 clusters Score -5156842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -5156839.500000 Penalty: 3542.707764
	Iteration 66Q: 3 clusters Score -5156840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -5156843.000000 Penalty: 3542.707764
	Iteration 67Q: 3 clusters Score -5156843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -5156850.000000 Penalty: 3542.707764
	Iteration 68Q: 3 clusters Score -5156850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -5156848.000000 Penalty: 3542.707764
	Iteration 69Q: 3 clusters Score -5156848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -5156851.500000 Penalty: 3542.707764
	Iteration 70Q: 3 clusters Score -5156852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -5156853.000000 Penalty: 3542.707764
	Iteration 71Q: 3 clusters Score -5156853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -5156855.500000 Penalty: 3542.707764
	Iteration 72Q: 3 clusters Score -5156856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -5156852.500000 Penalty: 3542.707764
	Iteration 73Q: 3 clusters Score -5156852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -5156849.500000 Penalty: 3542.707764
	Iteration 74Q: 3 clusters Score -5156850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -5156850.500000 Penalty: 3542.707764
	Iteration 75Q: 3 clusters Score -5156850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -5156847.500000 Penalty: 3542.707764
	Iteration 76Q: 3 clusters Score -5156848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -5156854.000000 Penalty: 3542.707764
	Iteration 77Q: 3 clusters Score -5156854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -5156857.000000 Penalty: 3542.707764
	Iteration 78Q: 3 clusters Score -5156857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -5156863.000000 Penalty: 3542.707764
	Iteration 79Q: 3 clusters Score -5156863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -5156866.000000 Penalty: 3542.707764
	Iteration 80F: 3 clusters Score -5156866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -5156860.500000 Penalty: 3542.707764
	Iteration 81Q: 3 clusters Score -5156860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -5156871.500000 Penalty: 3542.707764
	Iteration 82Q: 3 clusters Score -5156872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -5156870.000000 Penalty: 3542.707764
	Iteration 83Q: 3 clusters Score -5156870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -5156872.000000 Penalty: 3542.707764
	Iteration 84Q: 3 clusters Score -5156872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -5156872.500000 Penalty: 3542.707764
	Iteration 85Q: 3 clusters Score -5156872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -5156873.000000 Penalty: 3542.707764
	Iteration 86Q: 3 clusters Score -5156873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -5156877.000000 Penalty: 3542.707764
	Iteration 87Q: 3 clusters Score -5156877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -5156881.500000 Penalty: 3542.707764
	Iteration 88Q: 3 clusters Score -5156882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -5156880.000000 Penalty: 3542.707764
	Iteration 89Q: 3 clusters Score -5156880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -5156878.000000 Penalty: 3542.707764
	Iteration 90Q: 3 clusters Score -5156878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -5156878.000000 Penalty: 3542.707764
	Iteration 91F: 3 clusters Score -5156878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -96125.859375 Penalty: 1148.578003
	Iteration 0F: 2 clusters Score -96125.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -94551.734375 Penalty: 2297.156006
	Iteration 0F: 3 clusters Score -94551.73 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -94906.046875 Penalty: 2297.156006
	Iteration 1F: 3 clusters Score -94906.05 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -95054.859375 Penalty: 2297.156006
	Iteration 2F: 3 clusters Score -95054.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95218.906250 Penalty: 2297.156006
	Iteration 3F: 3 clusters Score -95218.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95447.960938 Penalty: 2297.156006
	Iteration 4F: 3 clusters Score -95447.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95725.117188 Penalty: 2297.156006
	Iteration 5F: 3 clusters Score -95725.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96012.523438 Penalty: 2297.156006
	Iteration 6F: 3 clusters Score -96012.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96214.562500 Penalty: 2297.156006
	Iteration 7F: 3 clusters Score -96214.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -96297.890625 Penalty: 2297.156006
	Iteration 8Q: 3 clusters Score -96297.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96338.203125 Penalty: 2297.156006
	Iteration 9Q: 3 clusters Score -96338.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96351.203125 Penalty: 2297.156006
	Iteration 10Q: 3 clusters Score -96351.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96360.890625 Penalty: 2297.156006
	Iteration 11Q: 3 clusters Score -96360.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96365.039062 Penalty: 2297.156006
	Iteration 12Q: 3 clusters Score -96365.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96366.070312 Penalty: 2297.156006
	Iteration 13Q: 3 clusters Score -96366.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96366.070312 Penalty: 2297.156006
	Iteration 14F: 3 clusters Score -96366.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 10431 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34317 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54211 members 
Mstep: Class 11 contains 706 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 169892 members 
Mstep: Class 15 contains 30109 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304873 members 
Mstep: Class 20 contains 73340 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
Score: -66464016.000000 Penalty: 46052.835938
Splitting cluster 11 changes total score from -66464724.000000 to -66464016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Entering Unmasked Estep 
Score: -1098419.625000 Penalty: 1526.280518
	Iteration 0F: 2 clusters Score -1098420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1089975.125000 Penalty: 3052.561035
	Iteration 0F: 3 clusters Score -1089975 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1092876.625000 Penalty: 3052.561035
	Iteration 1F: 3 clusters Score -1092877 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1093149.000000 Penalty: 3052.561035
	Iteration 2F: 3 clusters Score -1093149 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1093406.750000 Penalty: 3052.561035
	Iteration 3Q: 3 clusters Score -1093407 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1093654.000000 Penalty: 3052.561035
	Iteration 4Q: 3 clusters Score -1093654 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1093902.750000 Penalty: 3052.561035
	Iteration 5Q: 3 clusters Score -1093903 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1094155.375000 Penalty: 3052.561035
	Iteration 6Q: 3 clusters Score -1094155 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1094442.375000 Penalty: 3052.561035
	Iteration 7Q: 3 clusters Score -1094442 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1094813.250000 Penalty: 3052.561035
	Iteration 8Q: 3 clusters Score -1094813 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1095193.125000 Penalty: 3052.561035
	Iteration 9Q: 3 clusters Score -1095193 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1095575.250000 Penalty: 3052.561035
	Iteration 10Q: 3 clusters Score -1095575 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1095876.375000 Penalty: 3052.561035
	Iteration 11Q: 3 clusters Score -1095876 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1096119.000000 Penalty: 3052.561035
	Iteration 12Q: 3 clusters Score -1096119 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1096268.000000 Penalty: 3052.561035
	Iteration 13Q: 3 clusters Score -1096268 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1096371.000000 Penalty: 3052.561035
	Iteration 14Q: 3 clusters Score -1096371 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1096439.375000 Penalty: 3052.561035
	Iteration 15Q: 3 clusters Score -1096439 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1096501.625000 Penalty: 3052.561035
	Iteration 16Q: 3 clusters Score -1096502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1096550.500000 Penalty: 3052.561035
	Iteration 17Q: 3 clusters Score -1096550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1096604.125000 Penalty: 3052.561035
	Iteration 18Q: 3 clusters Score -1096604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1096648.750000 Penalty: 3052.561035
	Iteration 19Q: 3 clusters Score -1096649 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1096685.000000 Penalty: 3052.561035
	Iteration 20F: 3 clusters Score -1096685 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1096718.250000 Penalty: 3052.561035
	Iteration 21Q: 3 clusters Score -1096718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1096756.000000 Penalty: 3052.561035
	Iteration 22Q: 3 clusters Score -1096756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1096781.750000 Penalty: 3052.561035
	Iteration 23Q: 3 clusters Score -1096782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1096803.875000 Penalty: 3052.561035
	Iteration 24Q: 3 clusters Score -1096804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1096827.625000 Penalty: 3052.561035
	Iteration 25Q: 3 clusters Score -1096828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1096853.375000 Penalty: 3052.561035
	Iteration 26Q: 3 clusters Score -1096853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1096878.750000 Penalty: 3052.561035
	Iteration 27Q: 3 clusters Score -1096879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1096895.000000 Penalty: 3052.561035
	Iteration 28Q: 3 clusters Score -1096895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1096913.000000 Penalty: 3052.561035
	Iteration 29Q: 3 clusters Score -1096913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1096935.500000 Penalty: 3052.561035
	Iteration 30Q: 3 clusters Score -1096936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1096954.750000 Penalty: 3052.561035
	Iteration 31Q: 3 clusters Score -1096955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1096972.750000 Penalty: 3052.561035
	Iteration 32Q: 3 clusters Score -1096973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1096984.000000 Penalty: 3052.561035
	Iteration 33Q: 3 clusters Score -1096984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1097001.625000 Penalty: 3052.561035
	Iteration 34Q: 3 clusters Score -1097002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1097012.500000 Penalty: 3052.561035
	Iteration 35Q: 3 clusters Score -1097012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1097020.875000 Penalty: 3052.561035
	Iteration 36Q: 3 clusters Score -1097021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1097024.375000 Penalty: 3052.561035
	Iteration 37Q: 3 clusters Score -1097024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1097027.125000 Penalty: 3052.561035
	Iteration 38Q: 3 clusters Score -1097027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1097030.750000 Penalty: 3052.561035
	Iteration 39Q: 3 clusters Score -1097031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1097037.250000 Penalty: 3052.561035
	Iteration 40F: 3 clusters Score -1097037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1097050.375000 Penalty: 3052.561035
	Iteration 41Q: 3 clusters Score -1097050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1097060.625000 Penalty: 3052.561035
	Iteration 42Q: 3 clusters Score -1097061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1097076.125000 Penalty: 3052.561035
	Iteration 43Q: 3 clusters Score -1097076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1097084.250000 Penalty: 3052.561035
	Iteration 44Q: 3 clusters Score -1097084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1097095.375000 Penalty: 3052.561035
	Iteration 45Q: 3 clusters Score -1097095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1097105.500000 Penalty: 3052.561035
	Iteration 46Q: 3 clusters Score -1097106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1097115.750000 Penalty: 3052.561035
	Iteration 47Q: 3 clusters Score -1097116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1097119.500000 Penalty: 3052.561035
	Iteration 48Q: 3 clusters Score -1097120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1097123.375000 Penalty: 3052.561035
	Iteration 49Q: 3 clusters Score -1097123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1097126.125000 Penalty: 3052.561035
	Iteration 50Q: 3 clusters Score -1097126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1097124.750000 Penalty: 3052.561035
	Iteration 51Q: 3 clusters Score -1097125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1097125.625000 Penalty: 3052.561035
	Iteration 52Q: 3 clusters Score -1097126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1097126.875000 Penalty: 3052.561035
	Iteration 53Q: 3 clusters Score -1097127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1097127.750000 Penalty: 3052.561035
	Iteration 54Q: 3 clusters Score -1097128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1097128.500000 Penalty: 3052.561035
	Iteration 55Q: 3 clusters Score -1097128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1097128.625000 Penalty: 3052.561035
	Iteration 56Q: 3 clusters Score -1097129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1097128.625000 Penalty: 3052.561035
	Iteration 57F: 3 clusters Score -1097129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -309744.031250 Penalty: 1336.382935
	Iteration 0F: 2 clusters Score -309744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -306589.000000 Penalty: 2672.765869
	Iteration 0F: 3 clusters Score -306589 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -307421.312500 Penalty: 2672.765869
	Iteration 1F: 3 clusters Score -307421.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -307611.718750 Penalty: 2672.765869
	Iteration 2F: 3 clusters Score -307611.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -307774.656250 Penalty: 2672.765869
	Iteration 3F: 3 clusters Score -307774.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -307916.875000 Penalty: 2672.765869
	Iteration 4F: 3 clusters Score -307916.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -308047.250000 Penalty: 2672.765869
	Iteration 5Q: 3 clusters Score -308047.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -308163.062500 Penalty: 2672.765869
	Iteration 6Q: 3 clusters Score -308163.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -308264.656250 Penalty: 2672.765869
	Iteration 7Q: 3 clusters Score -308264.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -308370.281250 Penalty: 2672.765869
	Iteration 8Q: 3 clusters Score -308370.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -308456.843750 Penalty: 2672.765869
	Iteration 9Q: 3 clusters Score -308456.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -308518.718750 Penalty: 2672.765869
	Iteration 10Q: 3 clusters Score -308518.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -308558.281250 Penalty: 2672.765869
	Iteration 11Q: 3 clusters Score -308558.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -308595.468750 Penalty: 2672.765869
	Iteration 12Q: 3 clusters Score -308595.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -308622.343750 Penalty: 2672.765869
	Iteration 13Q: 3 clusters Score -308622.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -308639.156250 Penalty: 2672.765869
	Iteration 14Q: 3 clusters Score -308639.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -308650.093750 Penalty: 2672.765869
	Iteration 15Q: 3 clusters Score -308650.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -308661.062500 Penalty: 2672.765869
	Iteration 16Q: 3 clusters Score -308661.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -308672.406250 Penalty: 2672.765869
	Iteration 17Q: 3 clusters Score -308672.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -308681.000000 Penalty: 2672.765869
	Iteration 18Q: 3 clusters Score -308681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -308692.468750 Penalty: 2672.765869
	Iteration 19Q: 3 clusters Score -308692.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -308706.843750 Penalty: 2672.765869
	Iteration 20F: 3 clusters Score -308706.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -308723.343750 Penalty: 2672.765869
	Iteration 21Q: 3 clusters Score -308723.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -308730.937500 Penalty: 2672.765869
	Iteration 22Q: 3 clusters Score -308730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -308736.031250 Penalty: 2672.765869
	Iteration 23Q: 3 clusters Score -308736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -308737.312500 Penalty: 2672.765869
	Iteration 24Q: 3 clusters Score -308737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -308737.781250 Penalty: 2672.765869
	Iteration 25Q: 3 clusters Score -308737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -308738.937500 Penalty: 2672.765869
	Iteration 26Q: 3 clusters Score -308738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -308739.875000 Penalty: 2672.765869
	Iteration 27Q: 3 clusters Score -308739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -308740.343750 Penalty: 2672.765869
	Iteration 28Q: 3 clusters Score -308740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -308741.062500 Penalty: 2672.765869
	Iteration 29Q: 3 clusters Score -308741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -308741.062500 Penalty: 2672.765869
	Iteration 30F: 3 clusters Score -308741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (169892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Entering Unmasked Estep 
Score: -15863246.000000 Penalty: 1956.974243
	Iteration 0F: 2 clusters Score -1.586325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -15751066.000000 Penalty: 3913.948486
	Iteration 0F: 3 clusters Score -1.575107e+07 nChanged 82086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -15801450.000000 Penalty: 3913.948486
	Iteration 1F: 3 clusters Score -1.580145e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -15805655.000000 Penalty: 3913.948486
	Iteration 2F: 3 clusters Score -1.580566e+07 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106856 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -15813055.000000 Penalty: 3913.948486
	Iteration 3F: 3 clusters Score -1.581306e+07 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -15823141.000000 Penalty: 3913.948486
	Iteration 4F: 3 clusters Score -1.582314e+07 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124462 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -15834784.000000 Penalty: 3913.948486
	Iteration 5F: 3 clusters Score -1.583478e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130529 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -15844974.000000 Penalty: 3913.948486
	Iteration 6F: 3 clusters Score -1.584497e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -15850187.000000 Penalty: 3913.948486
	Iteration 7Q: 3 clusters Score -1.585019e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133988 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -15852132.000000 Penalty: 3913.948486
	Iteration 8Q: 3 clusters Score -1.585213e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134506 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -15852969.000000 Penalty: 3913.948486
	Iteration 9Q: 3 clusters Score -1.585297e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -15853548.000000 Penalty: 3913.948486
	Iteration 10Q: 3 clusters Score -1.585355e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135240 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -15853983.000000 Penalty: 3913.948486
	Iteration 11Q: 3 clusters Score -1.585398e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135581 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -15854422.000000 Penalty: 3913.948486
	Iteration 12Q: 3 clusters Score -1.585442e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135990 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -15854823.000000 Penalty: 3913.948486
	Iteration 13Q: 3 clusters Score -1.585482e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -15855216.000000 Penalty: 3913.948486
	Iteration 14Q: 3 clusters Score -1.585522e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136822 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -15855526.000000 Penalty: 3913.948486
	Iteration 15Q: 3 clusters Score -1.585553e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137284 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -15855766.000000 Penalty: 3913.948486
	Iteration 16Q: 3 clusters Score -1.585577e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137739 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -15855999.000000 Penalty: 3913.948486
	Iteration 17Q: 3 clusters Score -1.5856e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -15856204.000000 Penalty: 3913.948486
	Iteration 18Q: 3 clusters Score -1.58562e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138603 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -15856365.000000 Penalty: 3913.948486
	Iteration 19Q: 3 clusters Score -1.585636e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139013 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -15856545.000000 Penalty: 3913.948486
	Iteration 20F: 3 clusters Score -1.585654e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -15856757.000000 Penalty: 3913.948486
	Iteration 21Q: 3 clusters Score -1.585676e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139844 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -15856872.000000 Penalty: 3913.948486
	Iteration 22Q: 3 clusters Score -1.585687e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140263 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -15857027.000000 Penalty: 3913.948486
	Iteration 23Q: 3 clusters Score -1.585703e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140639 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -15857145.000000 Penalty: 3913.948486
	Iteration 24Q: 3 clusters Score -1.585714e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141034 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -15857284.000000 Penalty: 3913.948486
	Iteration 25Q: 3 clusters Score -1.585728e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141424 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -15857416.000000 Penalty: 3913.948486
	Iteration 26Q: 3 clusters Score -1.585742e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141805 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -15857554.000000 Penalty: 3913.948486
	Iteration 27Q: 3 clusters Score -1.585755e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -15857681.000000 Penalty: 3913.948486
	Iteration 28Q: 3 clusters Score -1.585768e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142534 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -15857792.000000 Penalty: 3913.948486
	Iteration 29Q: 3 clusters Score -1.585779e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -15857919.000000 Penalty: 3913.948486
	Iteration 30Q: 3 clusters Score -1.585792e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -15858016.000000 Penalty: 3913.948486
	Iteration 31Q: 3 clusters Score -1.585802e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143747 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -15858107.000000 Penalty: 3913.948486
	Iteration 32Q: 3 clusters Score -1.585811e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144175 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -15858179.000000 Penalty: 3913.948486
	Iteration 33Q: 3 clusters Score -1.585818e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -15858262.000000 Penalty: 3913.948486
	Iteration 34Q: 3 clusters Score -1.585826e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -15858411.000000 Penalty: 3913.948486
	Iteration 35Q: 3 clusters Score -1.585841e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -15858520.000000 Penalty: 3913.948486
	Iteration 36Q: 3 clusters Score -1.585852e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -15858666.000000 Penalty: 3913.948486
	Iteration 37Q: 3 clusters Score -1.585867e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146142 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -15858743.000000 Penalty: 3913.948486
	Iteration 38Q: 3 clusters Score -1.585874e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146512 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -15858881.000000 Penalty: 3913.948486
	Iteration 39Q: 3 clusters Score -1.585888e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -15858997.000000 Penalty: 3913.948486
	Iteration 40F: 3 clusters Score -1.5859e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147268 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -15859115.000000 Penalty: 3913.948486
	Iteration 41Q: 3 clusters Score -1.585912e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -15859236.000000 Penalty: 3913.948486
	Iteration 42Q: 3 clusters Score -1.585924e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148038 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -15859323.000000 Penalty: 3913.948486
	Iteration 43Q: 3 clusters Score -1.585932e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -15859495.000000 Penalty: 3913.948486
	Iteration 44Q: 3 clusters Score -1.58595e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148829 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -15859639.000000 Penalty: 3913.948486
	Iteration 45Q: 3 clusters Score -1.585964e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149267 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -15859833.000000 Penalty: 3913.948486
	Iteration 46Q: 3 clusters Score -1.585983e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149743 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -15860047.000000 Penalty: 3913.948486
	Iteration 47Q: 3 clusters Score -1.586005e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150274 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -15860335.000000 Penalty: 3913.948486
	Iteration 48Q: 3 clusters Score -1.586034e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150845 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -15860622.000000 Penalty: 3913.948486
	Iteration 49Q: 3 clusters Score -1.586062e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -15860888.000000 Penalty: 3913.948486
	Iteration 50Q: 3 clusters Score -1.586089e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151978 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -15861114.000000 Penalty: 3913.948486
	Iteration 51Q: 3 clusters Score -1.586111e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -15861404.000000 Penalty: 3913.948486
	Iteration 52Q: 3 clusters Score -1.58614e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -15861672.000000 Penalty: 3913.948486
	Iteration 53Q: 3 clusters Score -1.586167e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -15861795.000000 Penalty: 3913.948486
	Iteration 54Q: 3 clusters Score -1.58618e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154778 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -15862074.000000 Penalty: 3913.948486
	Iteration 55Q: 3 clusters Score -1.586207e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -15862290.000000 Penalty: 3913.948486
	Iteration 56Q: 3 clusters Score -1.586229e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156359 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -15862553.000000 Penalty: 3913.948486
	Iteration 57Q: 3 clusters Score -1.586255e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -15862726.000000 Penalty: 3913.948486
	Iteration 58Q: 3 clusters Score -1.586273e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -15862887.000000 Penalty: 3913.948486
	Iteration 59Q: 3 clusters Score -1.586289e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158731 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -15863106.000000 Penalty: 3913.948486
	Iteration 60F: 3 clusters Score -1.586311e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159503 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -15863273.000000 Penalty: 3913.948486
	Iteration 61Q: 3 clusters Score -1.586327e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160202 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -15863432.000000 Penalty: 3913.948486
	Iteration 62Q: 3 clusters Score -1.586343e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -15863483.000000 Penalty: 3913.948486
	Iteration 63Q: 3 clusters Score -1.586348e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161452 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -15863505.000000 Penalty: 3913.948486
	Iteration 64Q: 3 clusters Score -1.58635e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162015 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -15863583.000000 Penalty: 3913.948486
	Iteration 65Q: 3 clusters Score -1.586358e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162545 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -15863586.000000 Penalty: 3913.948486
	Iteration 66Q: 3 clusters Score -1.586359e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163034 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -15863638.000000 Penalty: 3913.948486
	Iteration 67Q: 3 clusters Score -1.586364e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -15863619.000000 Penalty: 3913.948486
	Iteration 68Q: 3 clusters Score -1.586362e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163857 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -15863677.000000 Penalty: 3913.948486
	Iteration 69Q: 3 clusters Score -1.586368e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -15863664.000000 Penalty: 3913.948486
	Iteration 70Q: 3 clusters Score -1.586366e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164484 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -15863727.000000 Penalty: 3913.948486
	Iteration 71Q: 3 clusters Score -1.586373e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164745 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -15863698.000000 Penalty: 3913.948486
	Iteration 72Q: 3 clusters Score -1.58637e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -15863725.000000 Penalty: 3913.948486
	Iteration 73Q: 3 clusters Score -1.586372e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165197 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -15863737.000000 Penalty: 3913.948486
	Iteration 74Q: 3 clusters Score -1.586374e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165367 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -15863757.000000 Penalty: 3913.948486
	Iteration 75Q: 3 clusters Score -1.586376e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165521 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -15863749.000000 Penalty: 3913.948486
	Iteration 76Q: 3 clusters Score -1.586375e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165655 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -15863701.000000 Penalty: 3913.948486
	Iteration 77Q: 3 clusters Score -1.58637e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -15863686.000000 Penalty: 3913.948486
	Iteration 78Q: 3 clusters Score -1.586369e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -15863661.000000 Penalty: 3913.948486
	Iteration 79Q: 3 clusters Score -1.586366e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165930 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -15863619.000000 Penalty: 3913.948486
	Iteration 80F: 3 clusters Score -1.586362e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -15863632.000000 Penalty: 3913.948486
	Iteration 81Q: 3 clusters Score -1.586363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166044 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -15863617.000000 Penalty: 3913.948486
	Iteration 82Q: 3 clusters Score -1.586362e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166092 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -15863633.000000 Penalty: 3913.948486
	Iteration 83Q: 3 clusters Score -1.586363e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166138 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -15863654.000000 Penalty: 3913.948486
	Iteration 84Q: 3 clusters Score -1.586365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166176 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -15863654.000000 Penalty: 3913.948486
	Iteration 85Q: 3 clusters Score -1.586365e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -15863635.000000 Penalty: 3913.948486
	Iteration 86Q: 3 clusters Score -1.586364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -15863622.000000 Penalty: 3913.948486
	Iteration 87Q: 3 clusters Score -1.586362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -15863625.000000 Penalty: 3913.948486
	Iteration 88Q: 3 clusters Score -1.586362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166277 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -15863612.000000 Penalty: 3913.948486
	Iteration 89Q: 3 clusters Score -1.586361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166294 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -15863604.000000 Penalty: 3913.948486
	Iteration 90Q: 3 clusters Score -1.58636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -15863621.000000 Penalty: 3913.948486
	Iteration 91Q: 3 clusters Score -1.586362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166336 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -15863628.000000 Penalty: 3913.948486
	Iteration 92Q: 3 clusters Score -1.586363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166360 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -15863632.000000 Penalty: 3913.948486
	Iteration 93Q: 3 clusters Score -1.586363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -15863617.000000 Penalty: 3913.948486
	Iteration 94Q: 3 clusters Score -1.586362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -15863625.000000 Penalty: 3913.948486
	Iteration 95Q: 3 clusters Score -1.586362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166398 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -15863622.000000 Penalty: 3913.948486
	Iteration 96Q: 3 clusters Score -1.586362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166403 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -15863624.000000 Penalty: 3913.948486
	Iteration 97Q: 3 clusters Score -1.586362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166408 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -15863625.000000 Penalty: 3913.948486
	Iteration 98Q: 3 clusters Score -1.586362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166414 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -15863627.000000 Penalty: 3913.948486
	Iteration 99Q: 3 clusters Score -1.586363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -15863621.000000 Penalty: 3913.948486
	Iteration 100F: 3 clusters Score -1.586362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -15863612.000000 Penalty: 3913.948486
	Iteration 101Q: 3 clusters Score -1.586361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166427 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -15863618.000000 Penalty: 3913.948486
	Iteration 102Q: 3 clusters Score -1.586362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -15863603.000000 Penalty: 3913.948486
	Iteration 103Q: 3 clusters Score -1.58636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -15863607.000000 Penalty: 3913.948486
	Iteration 104Q: 3 clusters Score -1.586361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -15863609.000000 Penalty: 3913.948486
	Iteration 105Q: 3 clusters Score -1.586361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -15863613.000000 Penalty: 3913.948486
	Iteration 106Q: 3 clusters Score -1.586361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -15863613.000000 Penalty: 3913.948486
	Iteration 107F: 3 clusters Score -1.586361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 10431 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34317 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54211 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 166442 members 
Mstep: Class 15 contains 30109 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304873 members 
Mstep: Class 20 contains 73340 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
Score: -66464644.000000 Penalty: 46052.835938
Splitting cluster 14 changes total score from -66464724.000000 to -66464644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (30109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Entering Unmasked Estep 
Score: -2856665.500000 Penalty: 1675.794067
	Iteration 0F: 2 clusters Score -2856666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2836386.750000 Penalty: 3351.588135
	Iteration 0F: 3 clusters Score -2836387 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2843997.750000 Penalty: 3351.588135
	Iteration 1F: 3 clusters Score -2843998 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2844524.250000 Penalty: 3351.588135
	Iteration 2Q: 3 clusters Score -2844524 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2845202.250000 Penalty: 3351.588135
	Iteration 3Q: 3 clusters Score -2845202 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2846069.250000 Penalty: 3351.588135
	Iteration 4F: 3 clusters Score -2846069 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2846979.250000 Penalty: 3351.588135
	Iteration 5F: 3 clusters Score -2846979 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2848036.250000 Penalty: 3351.588135
	Iteration 6F: 3 clusters Score -2848036 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2849109.250000 Penalty: 3351.588135
	Iteration 7F: 3 clusters Score -2849109 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2850169.000000 Penalty: 3351.588135
	Iteration 8F: 3 clusters Score -2850169 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2850956.500000 Penalty: 3351.588135
	Iteration 9Q: 3 clusters Score -2850956 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2851626.750000 Penalty: 3351.588135
	Iteration 10Q: 3 clusters Score -2851627 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2852113.250000 Penalty: 3351.588135
	Iteration 11Q: 3 clusters Score -2852113 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2852409.750000 Penalty: 3351.588135
	Iteration 12Q: 3 clusters Score -2852410 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2852568.750000 Penalty: 3351.588135
	Iteration 13Q: 3 clusters Score -2852569 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2852660.500000 Penalty: 3351.588135
	Iteration 14Q: 3 clusters Score -2852660 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2852710.750000 Penalty: 3351.588135
	Iteration 15Q: 3 clusters Score -2852711 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2852761.750000 Penalty: 3351.588135
	Iteration 16Q: 3 clusters Score -2852762 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2852811.000000 Penalty: 3351.588135
	Iteration 17Q: 3 clusters Score -2852811 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2852836.250000 Penalty: 3351.588135
	Iteration 18Q: 3 clusters Score -2852836 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2852868.500000 Penalty: 3351.588135
	Iteration 19Q: 3 clusters Score -2852868 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2852884.750000 Penalty: 3351.588135
	Iteration 20F: 3 clusters Score -2852885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2852900.500000 Penalty: 3351.588135
	Iteration 21Q: 3 clusters Score -2852900 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2852931.250000 Penalty: 3351.588135
	Iteration 22Q: 3 clusters Score -2852931 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2852937.500000 Penalty: 3351.588135
	Iteration 23Q: 3 clusters Score -2852938 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2852947.000000 Penalty: 3351.588135
	Iteration 24Q: 3 clusters Score -2852947 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2852960.000000 Penalty: 3351.588135
	Iteration 25Q: 3 clusters Score -2852960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2852960.000000 Penalty: 3351.588135
	Iteration 26Q: 3 clusters Score -2852960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2852977.250000 Penalty: 3351.588135
	Iteration 27Q: 3 clusters Score -2852977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2852980.500000 Penalty: 3351.588135
	Iteration 28Q: 3 clusters Score -2852980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2852996.500000 Penalty: 3351.588135
	Iteration 29Q: 3 clusters Score -2852996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2853007.750000 Penalty: 3351.588135
	Iteration 30Q: 3 clusters Score -2853008 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2853024.250000 Penalty: 3351.588135
	Iteration 31Q: 3 clusters Score -2853024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2853027.750000 Penalty: 3351.588135
	Iteration 32Q: 3 clusters Score -2853028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2853031.500000 Penalty: 3351.588135
	Iteration 33Q: 3 clusters Score -2853032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2853048.250000 Penalty: 3351.588135
	Iteration 34Q: 3 clusters Score -2853048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2853054.250000 Penalty: 3351.588135
	Iteration 35Q: 3 clusters Score -2853054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2853068.250000 Penalty: 3351.588135
	Iteration 36Q: 3 clusters Score -2853068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2853075.750000 Penalty: 3351.588135
	Iteration 37Q: 3 clusters Score -2853076 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2853089.750000 Penalty: 3351.588135
	Iteration 38Q: 3 clusters Score -2853090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2853100.750000 Penalty: 3351.588135
	Iteration 39Q: 3 clusters Score -2853101 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2853116.250000 Penalty: 3351.588135
	Iteration 40F: 3 clusters Score -2853116 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2853138.500000 Penalty: 3351.588135
	Iteration 41Q: 3 clusters Score -2853138 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2853149.000000 Penalty: 3351.588135
	Iteration 42Q: 3 clusters Score -2853149 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2853176.250000 Penalty: 3351.588135
	Iteration 43Q: 3 clusters Score -2853176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2853201.500000 Penalty: 3351.588135
	Iteration 44Q: 3 clusters Score -2853202 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2853223.000000 Penalty: 3351.588135
	Iteration 45Q: 3 clusters Score -2853223 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2853244.250000 Penalty: 3351.588135
	Iteration 46Q: 3 clusters Score -2853244 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2853281.250000 Penalty: 3351.588135
	Iteration 47Q: 3 clusters Score -2853281 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2853319.500000 Penalty: 3351.588135
	Iteration 48Q: 3 clusters Score -2853320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2853351.000000 Penalty: 3351.588135
	Iteration 49Q: 3 clusters Score -2853351 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2853387.750000 Penalty: 3351.588135
	Iteration 50Q: 3 clusters Score -2853388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2853413.750000 Penalty: 3351.588135
	Iteration 51Q: 3 clusters Score -2853414 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2853463.500000 Penalty: 3351.588135
	Iteration 52Q: 3 clusters Score -2853464 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2853520.500000 Penalty: 3351.588135
	Iteration 53Q: 3 clusters Score -2853520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2853566.250000 Penalty: 3351.588135
	Iteration 54Q: 3 clusters Score -2853566 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2853635.000000 Penalty: 3351.588135
	Iteration 55Q: 3 clusters Score -2853635 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2853685.250000 Penalty: 3351.588135
	Iteration 56Q: 3 clusters Score -2853685 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2853746.000000 Penalty: 3351.588135
	Iteration 57Q: 3 clusters Score -2853746 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2853799.500000 Penalty: 3351.588135
	Iteration 58Q: 3 clusters Score -2853800 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2853862.500000 Penalty: 3351.588135
	Iteration 59Q: 3 clusters Score -2853862 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2853938.250000 Penalty: 3351.588135
	Iteration 60F: 3 clusters Score -2853938 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2853998.750000 Penalty: 3351.588135
	Iteration 61Q: 3 clusters Score -2853999 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -2854052.250000 Penalty: 3351.588135
	Iteration 62Q: 3 clusters Score -2854052 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -2854121.750000 Penalty: 3351.588135
	Iteration 63Q: 3 clusters Score -2854122 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -2854191.000000 Penalty: 3351.588135
	Iteration 64Q: 3 clusters Score -2854191 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -2854273.750000 Penalty: 3351.588135
	Iteration 65Q: 3 clusters Score -2854274 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -2854345.750000 Penalty: 3351.588135
	Iteration 66Q: 3 clusters Score -2854346 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -2854423.750000 Penalty: 3351.588135
	Iteration 67Q: 3 clusters Score -2854424 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -2854503.500000 Penalty: 3351.588135
	Iteration 68Q: 3 clusters Score -2854504 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -2854579.500000 Penalty: 3351.588135
	Iteration 69Q: 3 clusters Score -2854580 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -2854654.250000 Penalty: 3351.588135
	Iteration 70Q: 3 clusters Score -2854654 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2854708.000000 Penalty: 3351.588135
	Iteration 71Q: 3 clusters Score -2854708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -2854761.500000 Penalty: 3351.588135
	Iteration 72Q: 3 clusters Score -2854762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -2854815.750000 Penalty: 3351.588135
	Iteration 73Q: 3 clusters Score -2854816 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -2854878.500000 Penalty: 3351.588135
	Iteration 74Q: 3 clusters Score -2854878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -2854931.250000 Penalty: 3351.588135
	Iteration 75Q: 3 clusters Score -2854931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -2854973.750000 Penalty: 3351.588135
	Iteration 76Q: 3 clusters Score -2854974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -2854995.500000 Penalty: 3351.588135
	Iteration 77Q: 3 clusters Score -2854996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2855033.500000 Penalty: 3351.588135
	Iteration 78Q: 3 clusters Score -2855034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -2855072.000000 Penalty: 3351.588135
	Iteration 79Q: 3 clusters Score -2855072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -2855098.250000 Penalty: 3351.588135
	Iteration 80F: 3 clusters Score -2855098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -2855123.250000 Penalty: 3351.588135
	Iteration 81Q: 3 clusters Score -2855123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -2855139.500000 Penalty: 3351.588135
	Iteration 82Q: 3 clusters Score -2855140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -2855162.500000 Penalty: 3351.588135
	Iteration 83Q: 3 clusters Score -2855162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -2855175.500000 Penalty: 3351.588135
	Iteration 84Q: 3 clusters Score -2855176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -2855193.750000 Penalty: 3351.588135
	Iteration 85Q: 3 clusters Score -2855194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2855199.500000 Penalty: 3351.588135
	Iteration 86Q: 3 clusters Score -2855200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -2855212.250000 Penalty: 3351.588135
	Iteration 87Q: 3 clusters Score -2855212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -2855229.000000 Penalty: 3351.588135
	Iteration 88Q: 3 clusters Score -2855229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -2855228.000000 Penalty: 3351.588135
	Iteration 89Q: 3 clusters Score -2855228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -2855234.750000 Penalty: 3351.588135
	Iteration 90Q: 3 clusters Score -2855235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -2855242.750000 Penalty: 3351.588135
	Iteration 91Q: 3 clusters Score -2855243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -2855252.750000 Penalty: 3351.588135
	Iteration 92Q: 3 clusters Score -2855253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -2855251.500000 Penalty: 3351.588135
	Iteration 93Q: 3 clusters Score -2855252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -2855254.500000 Penalty: 3351.588135
	Iteration 94Q: 3 clusters Score -2855254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -2855259.000000 Penalty: 3351.588135
	Iteration 95Q: 3 clusters Score -2855259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -2855259.500000 Penalty: 3351.588135
	Iteration 96Q: 3 clusters Score -2855260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -2855259.250000 Penalty: 3351.588135
	Iteration 97Q: 3 clusters Score -2855259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -2855264.250000 Penalty: 3351.588135
	Iteration 98Q: 3 clusters Score -2855264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -2855268.750000 Penalty: 3351.588135
	Iteration 99Q: 3 clusters Score -2855269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -2855265.000000 Penalty: 3351.588135
	Iteration 100F: 3 clusters Score -2855265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -2855264.750000 Penalty: 3351.588135
	Iteration 101Q: 3 clusters Score -2855265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -2855268.000000 Penalty: 3351.588135
	Iteration 102Q: 3 clusters Score -2855268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -2855268.000000 Penalty: 3351.588135
	Iteration 103F: 3 clusters Score -2855268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Entering Unmasked Estep 
Score: -832671.687500 Penalty: 1478.144775
	Iteration 0F: 2 clusters Score -832671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -826197.625000 Penalty: 2956.289551
	Iteration 0F: 3 clusters Score -826197.6 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -828234.125000 Penalty: 2956.289551
	Iteration 1F: 3 clusters Score -828234.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -828490.625000 Penalty: 2956.289551
	Iteration 2F: 3 clusters Score -828490.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -828732.937500 Penalty: 2956.289551
	Iteration 3F: 3 clusters Score -828732.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -828978.750000 Penalty: 2956.289551
	Iteration 4Q: 3 clusters Score -828978.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -829243.937500 Penalty: 2956.289551
	Iteration 5Q: 3 clusters Score -829243.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -829527.000000 Penalty: 2956.289551
	Iteration 6Q: 3 clusters Score -829527 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -829854.750000 Penalty: 2956.289551
	Iteration 7Q: 3 clusters Score -829854.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -830155.625000 Penalty: 2956.289551
	Iteration 8Q: 3 clusters Score -830155.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -830420.750000 Penalty: 2956.289551
	Iteration 9Q: 3 clusters Score -830420.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -830654.250000 Penalty: 2956.289551
	Iteration 10Q: 3 clusters Score -830654.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -830832.312500 Penalty: 2956.289551
	Iteration 11Q: 3 clusters Score -830832.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -830968.187500 Penalty: 2956.289551
	Iteration 12Q: 3 clusters Score -830968.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -831087.375000 Penalty: 2956.289551
	Iteration 13Q: 3 clusters Score -831087.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -831178.250000 Penalty: 2956.289551
	Iteration 14Q: 3 clusters Score -831178.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -831245.312500 Penalty: 2956.289551
	Iteration 15Q: 3 clusters Score -831245.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -831309.937500 Penalty: 2956.289551
	Iteration 16Q: 3 clusters Score -831309.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -831348.625000 Penalty: 2956.289551
	Iteration 17Q: 3 clusters Score -831348.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -831370.812500 Penalty: 2956.289551
	Iteration 18Q: 3 clusters Score -831370.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -831387.937500 Penalty: 2956.289551
	Iteration 19Q: 3 clusters Score -831387.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -831404.437500 Penalty: 2956.289551
	Iteration 20F: 3 clusters Score -831404.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -831412.250000 Penalty: 2956.289551
	Iteration 21Q: 3 clusters Score -831412.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -831422.062500 Penalty: 2956.289551
	Iteration 22Q: 3 clusters Score -831422.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -831432.312500 Penalty: 2956.289551
	Iteration 23Q: 3 clusters Score -831432.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -831440.937500 Penalty: 2956.289551
	Iteration 24Q: 3 clusters Score -831440.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -831446.000000 Penalty: 2956.289551
	Iteration 25Q: 3 clusters Score -831446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -831448.187500 Penalty: 2956.289551
	Iteration 26Q: 3 clusters Score -831448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -831453.312500 Penalty: 2956.289551
	Iteration 27Q: 3 clusters Score -831453.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -831456.187500 Penalty: 2956.289551
	Iteration 28Q: 3 clusters Score -831456.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -831459.187500 Penalty: 2956.289551
	Iteration 29Q: 3 clusters Score -831459.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -831461.812500 Penalty: 2956.289551
	Iteration 30Q: 3 clusters Score -831461.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -831467.312500 Penalty: 2956.289551
	Iteration 31Q: 3 clusters Score -831467.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -831468.000000 Penalty: 2956.289551
	Iteration 32Q: 3 clusters Score -831468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -831471.062500 Penalty: 2956.289551
	Iteration 33Q: 3 clusters Score -831471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -831472.125000 Penalty: 2956.289551
	Iteration 34Q: 3 clusters Score -831472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -831474.437500 Penalty: 2956.289551
	Iteration 35Q: 3 clusters Score -831474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -831475.312500 Penalty: 2956.289551
	Iteration 36Q: 3 clusters Score -831475.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -831477.625000 Penalty: 2956.289551
	Iteration 37Q: 3 clusters Score -831477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -831476.812500 Penalty: 2956.289551
	Iteration 38Q: 3 clusters Score -831476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -831475.437500 Penalty: 2956.289551
	Iteration 39Q: 3 clusters Score -831475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -831477.875000 Penalty: 2956.289551
	Iteration 40F: 3 clusters Score -831477.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -38002.863281 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -38002.86 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 261 members 
Entering Unmasked Estep 
Score: -37020.562500 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -37020.56 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37254.601562 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -37254.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37335.613281 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -37335.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37409.273438 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -37409.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37467.609375 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -37467.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37492.761719 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -37492.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37517.585938 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -37517.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37533.996094 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -37534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37536.175781 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -37536.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37537.671875 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -37537.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37538.648438 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -37538.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37538.648438 Penalty: 2040.519531
	Iteration 11F: 3 clusters Score -37538.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304873 members 
Entering Unmasked Estep 
Score: -28370668.000000 Penalty: 2051.993164
	Iteration 0F: 2 clusters Score -2.837067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -28174858.000000 Penalty: 4103.986328
	Iteration 0F: 3 clusters Score -2.817486e+07 nChanged 148430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 153165 members 
Entering Unmasked Estep 
Score: -28264372.000000 Penalty: 4103.986328
	Iteration 1F: 3 clusters Score -2.826437e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -28266528.000000 Penalty: 4103.986328
	Iteration 2Q: 3 clusters Score -2.826653e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152912 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -28269856.000000 Penalty: 4103.986328
	Iteration 3Q: 3 clusters Score -2.826986e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -28274308.000000 Penalty: 4103.986328
	Iteration 4Q: 3 clusters Score -2.827431e+07 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156459 members 
Mstep: Class 2 contains 148414 members 
Entering Unmasked Estep 
Score: -28280744.000000 Penalty: 4103.986328
	Iteration 5Q: 3 clusters Score -2.828074e+07 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159748 members 
Mstep: Class 2 contains 145125 members 
Entering Unmasked Estep 
Score: -28289816.000000 Penalty: 4103.986328
	Iteration 6F: 3 clusters Score -2.828982e+07 nChanged 19067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 140850 members 
Entering Unmasked Estep 
Score: -28302026.000000 Penalty: 4103.986328
	Iteration 7F: 3 clusters Score -2.830203e+07 nChanged 20777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 136267 members 
Entering Unmasked Estep 
Score: -28317536.000000 Penalty: 4103.986328
	Iteration 8F: 3 clusters Score -2.831754e+07 nChanged 18994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 132539 members 
Entering Unmasked Estep 
Score: -28329824.000000 Penalty: 4103.986328
	Iteration 9F: 3 clusters Score -2.832982e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174982 members 
Mstep: Class 2 contains 129891 members 
Entering Unmasked Estep 
Score: -28334714.000000 Penalty: 4103.986328
	Iteration 10Q: 3 clusters Score -2.833471e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177466 members 
Mstep: Class 2 contains 127407 members 
Entering Unmasked Estep 
Score: -28336626.000000 Penalty: 4103.986328
	Iteration 11Q: 3 clusters Score -2.833663e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179969 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -28338114.000000 Penalty: 4103.986328
	Iteration 12Q: 3 clusters Score -2.833811e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182485 members 
Mstep: Class 2 contains 122388 members 
Entering Unmasked Estep 
Score: -28339104.000000 Penalty: 4103.986328
	Iteration 13Q: 3 clusters Score -2.83391e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -28340102.000000 Penalty: 4103.986328
	Iteration 14Q: 3 clusters Score -2.83401e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187500 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -28341254.000000 Penalty: 4103.986328
	Iteration 15Q: 3 clusters Score -2.834125e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189966 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -28342314.000000 Penalty: 4103.986328
	Iteration 16Q: 3 clusters Score -2.834231e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192192 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
Score: -28343088.000000 Penalty: 4103.986328
	Iteration 17Q: 3 clusters Score -2.834309e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194329 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -28343668.000000 Penalty: 4103.986328
	Iteration 18Q: 3 clusters Score -2.834367e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196404 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -28344528.000000 Penalty: 4103.986328
	Iteration 19Q: 3 clusters Score -2.834453e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198385 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -28345278.000000 Penalty: 4103.986328
	Iteration 20F: 3 clusters Score -2.834528e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200114 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
Score: -28345906.000000 Penalty: 4103.986328
	Iteration 21Q: 3 clusters Score -2.834591e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201677 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -28346388.000000 Penalty: 4103.986328
	Iteration 22Q: 3 clusters Score -2.834639e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203204 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -28346926.000000 Penalty: 4103.986328
	Iteration 23Q: 3 clusters Score -2.834693e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204813 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -28347246.000000 Penalty: 4103.986328
	Iteration 24Q: 3 clusters Score -2.834725e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206555 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -28347684.000000 Penalty: 4103.986328
	Iteration 25Q: 3 clusters Score -2.834768e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208399 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -28348432.000000 Penalty: 4103.986328
	Iteration 26Q: 3 clusters Score -2.834843e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210337 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -28348828.000000 Penalty: 4103.986328
	Iteration 27Q: 3 clusters Score -2.834883e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212506 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -28349262.000000 Penalty: 4103.986328
	Iteration 28Q: 3 clusters Score -2.834926e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214924 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -28349822.000000 Penalty: 4103.986328
	Iteration 29Q: 3 clusters Score -2.834982e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217413 members 
Mstep: Class 2 contains 87460 members 
Entering Unmasked Estep 
Score: -28350568.000000 Penalty: 4103.986328
	Iteration 30Q: 3 clusters Score -2.835057e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220084 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -28351214.000000 Penalty: 4103.986328
	Iteration 31Q: 3 clusters Score -2.835121e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222956 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -28352070.000000 Penalty: 4103.986328
	Iteration 32Q: 3 clusters Score -2.835207e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226152 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -28352996.000000 Penalty: 4103.986328
	Iteration 33Q: 3 clusters Score -2.8353e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229626 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -28353920.000000 Penalty: 4103.986328
	Iteration 34Q: 3 clusters Score -2.835392e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233307 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -28354960.000000 Penalty: 4103.986328
	Iteration 35Q: 3 clusters Score -2.835496e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237228 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -28356056.000000 Penalty: 4103.986328
	Iteration 36Q: 3 clusters Score -2.835606e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241331 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -28357082.000000 Penalty: 4103.986328
	Iteration 37Q: 3 clusters Score -2.835708e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245629 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -28358194.000000 Penalty: 4103.986328
	Iteration 38Q: 3 clusters Score -2.835819e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250071 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -28359438.000000 Penalty: 4103.986328
	Iteration 39Q: 3 clusters Score -2.835944e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254885 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -28360822.000000 Penalty: 4103.986328
	Iteration 40F: 3 clusters Score -2.836082e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259742 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -28362322.000000 Penalty: 4103.986328
	Iteration 41Q: 3 clusters Score -2.836232e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264707 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -28363970.000000 Penalty: 4103.986328
	Iteration 42Q: 3 clusters Score -2.836397e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269775 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -28365644.000000 Penalty: 4103.986328
	Iteration 43Q: 3 clusters Score -2.836564e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274730 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -28366976.000000 Penalty: 4103.986328
	Iteration 44Q: 3 clusters Score -2.836698e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279450 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -28368388.000000 Penalty: 4103.986328
	Iteration 45Q: 3 clusters Score -2.836839e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283866 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -28369776.000000 Penalty: 4103.986328
	Iteration 46Q: 3 clusters Score -2.836978e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287822 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -28371190.000000 Penalty: 4103.986328
	Iteration 47Q: 3 clusters Score -2.837119e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291289 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -28372222.000000 Penalty: 4103.986328
	Iteration 48Q: 3 clusters Score -2.837222e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294092 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -28372788.000000 Penalty: 4103.986328
	Iteration 49Q: 3 clusters Score -2.837279e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296343 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -28373274.000000 Penalty: 4103.986328
	Iteration 50Q: 3 clusters Score -2.837327e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298151 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -28373168.000000 Penalty: 4103.986328
	Iteration 51Q: 3 clusters Score -2.837317e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299574 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -28372440.000000 Penalty: 4103.986328
	Iteration 52Q: 3 clusters Score -2.837244e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300745 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -28371858.000000 Penalty: 4103.986328
	Iteration 53Q: 3 clusters Score -2.837186e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301585 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -28371530.000000 Penalty: 4103.986328
	Iteration 54Q: 3 clusters Score -2.837153e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302187 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -28371166.000000 Penalty: 4103.986328
	Iteration 55Q: 3 clusters Score -2.837117e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302654 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -28370898.000000 Penalty: 4103.986328
	Iteration 56Q: 3 clusters Score -2.83709e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302999 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -28370690.000000 Penalty: 4103.986328
	Iteration 57Q: 3 clusters Score -2.837069e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303266 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -28370430.000000 Penalty: 4103.986328
	Iteration 58Q: 3 clusters Score -2.837043e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303446 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -28370266.000000 Penalty: 4103.986328
	Iteration 59Q: 3 clusters Score -2.837027e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303582 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -28370234.000000 Penalty: 4103.986328
	Iteration 60F: 3 clusters Score -2.837023e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303743 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -28370180.000000 Penalty: 4103.986328
	Iteration 61Q: 3 clusters Score -2.837018e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303856 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -28370090.000000 Penalty: 4103.986328
	Iteration 62Q: 3 clusters Score -2.837009e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303938 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -28370058.000000 Penalty: 4103.986328
	Iteration 63Q: 3 clusters Score -2.837006e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304017 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -28369976.000000 Penalty: 4103.986328
	Iteration 64Q: 3 clusters Score -2.836998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304075 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -28369898.000000 Penalty: 4103.986328
	Iteration 65Q: 3 clusters Score -2.83699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304120 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -28369838.000000 Penalty: 4103.986328
	Iteration 66Q: 3 clusters Score -2.836984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304158 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -28369774.000000 Penalty: 4103.986328
	Iteration 67Q: 3 clusters Score -2.836977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304186 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -28369768.000000 Penalty: 4103.986328
	Iteration 68Q: 3 clusters Score -2.836977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304204 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -28369768.000000 Penalty: 4103.986328
	Iteration 69Q: 3 clusters Score -2.836977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304224 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -28369736.000000 Penalty: 4103.986328
	Iteration 70Q: 3 clusters Score -2.836974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304233 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -28369718.000000 Penalty: 4103.986328
	Iteration 71Q: 3 clusters Score -2.836972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304237 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -28369740.000000 Penalty: 4103.986328
	Iteration 72Q: 3 clusters Score -2.836974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304241 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -28369732.000000 Penalty: 4103.986328
	Iteration 73Q: 3 clusters Score -2.836973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304243 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -28369722.000000 Penalty: 4103.986328
	Iteration 74Q: 3 clusters Score -2.836972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304244 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28369722.000000 Penalty: 4103.986328
	Iteration 75Q: 3 clusters Score -2.836972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304244 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28369728.000000 Penalty: 4103.986328
	Iteration 76Q: 3 clusters Score -2.836973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304244 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28369728.000000 Penalty: 4103.986328
	Iteration 77F: 3 clusters Score -2.836973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (73340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73340 members 
Entering Unmasked Estep 
Score: -6980076.000000 Penalty: 1820.465088
	Iteration 0F: 2 clusters Score -6980076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -6930996.500000 Penalty: 3640.930176
	Iteration 0F: 3 clusters Score -6930996 nChanged 34871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -6950647.500000 Penalty: 3640.930176
	Iteration 1F: 3 clusters Score -6950648 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -6951089.500000 Penalty: 3640.930176
	Iteration 2Q: 3 clusters Score -6951090 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -6951870.500000 Penalty: 3640.930176
	Iteration 3Q: 3 clusters Score -6951870 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -6952877.000000 Penalty: 3640.930176
	Iteration 4Q: 3 clusters Score -6952877 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -6954531.000000 Penalty: 3640.930176
	Iteration 5Q: 3 clusters Score -6954531 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6957319.500000 Penalty: 3640.930176
	Iteration 6F: 3 clusters Score -6957320 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -6961632.000000 Penalty: 3640.930176
	Iteration 7F: 3 clusters Score -6961632 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -6966914.000000 Penalty: 3640.930176
	Iteration 8F: 3 clusters Score -6966914 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -6971613.000000 Penalty: 3640.930176
	Iteration 9F: 3 clusters Score -6971613 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -6974960.500000 Penalty: 3640.930176
	Iteration 10Q: 3 clusters Score -6974960 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -6976850.000000 Penalty: 3640.930176
	Iteration 11Q: 3 clusters Score -6976850 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -6977797.500000 Penalty: 3640.930176
	Iteration 12Q: 3 clusters Score -6977798 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -6978281.000000 Penalty: 3640.930176
	Iteration 13Q: 3 clusters Score -6978281 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -6978502.500000 Penalty: 3640.930176
	Iteration 14Q: 3 clusters Score -6978502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -6978626.000000 Penalty: 3640.930176
	Iteration 15Q: 3 clusters Score -6978626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -6978680.500000 Penalty: 3640.930176
	Iteration 16Q: 3 clusters Score -6978680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -6978721.000000 Penalty: 3640.930176
	Iteration 17Q: 3 clusters Score -6978721 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -6978746.500000 Penalty: 3640.930176
	Iteration 18Q: 3 clusters Score -6978746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -6978760.500000 Penalty: 3640.930176
	Iteration 19Q: 3 clusters Score -6978760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -6978772.000000 Penalty: 3640.930176
	Iteration 20F: 3 clusters Score -6978772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -6978774.500000 Penalty: 3640.930176
	Iteration 21Q: 3 clusters Score -6978774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -6978783.500000 Penalty: 3640.930176
	Iteration 22Q: 3 clusters Score -6978784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -6978793.000000 Penalty: 3640.930176
	Iteration 23Q: 3 clusters Score -6978793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -6978797.500000 Penalty: 3640.930176
	Iteration 24Q: 3 clusters Score -6978798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -6978801.500000 Penalty: 3640.930176
	Iteration 25Q: 3 clusters Score -6978802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -6978795.000000 Penalty: 3640.930176
	Iteration 26Q: 3 clusters Score -6978795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -6978810.500000 Penalty: 3640.930176
	Iteration 27Q: 3 clusters Score -6978810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -6978818.000000 Penalty: 3640.930176
	Iteration 28Q: 3 clusters Score -6978818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -6978809.500000 Penalty: 3640.930176
	Iteration 29Q: 3 clusters Score -6978810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -6978804.500000 Penalty: 3640.930176
	Iteration 30Q: 3 clusters Score -6978804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -6978805.500000 Penalty: 3640.930176
	Iteration 31Q: 3 clusters Score -6978806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -6978805.500000 Penalty: 3640.930176
	Iteration 32Q: 3 clusters Score -6978806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -6978808.000000 Penalty: 3640.930176
	Iteration 33Q: 3 clusters Score -6978808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -6978803.500000 Penalty: 3640.930176
	Iteration 34Q: 3 clusters Score -6978804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -6978816.000000 Penalty: 3640.930176
	Iteration 35Q: 3 clusters Score -6978816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -6978816.000000 Penalty: 3640.930176
	Iteration 36Q: 3 clusters Score -6978816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -6978818.500000 Penalty: 3640.930176
	Iteration 37Q: 3 clusters Score -6978818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -6978809.000000 Penalty: 3640.930176
	Iteration 38Q: 3 clusters Score -6978809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -6978820.000000 Penalty: 3640.930176
	Iteration 39Q: 3 clusters Score -6978820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -6978817.500000 Penalty: 3640.930176
	Iteration 40F: 3 clusters Score -6978818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -6978817.500000 Penalty: 3640.930176
	Iteration 41Q: 3 clusters Score -6978818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -6978818.000000 Penalty: 3640.930176
	Iteration 42Q: 3 clusters Score -6978818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -6978815.500000 Penalty: 3640.930176
	Iteration 43Q: 3 clusters Score -6978816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -6978815.500000 Penalty: 3640.930176
	Iteration 44F: 3 clusters Score -6978816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -52393.460938 Penalty: 1053.505005
	Iteration 0F: 2 clusters Score -52393.46 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 324 members 
Entering Unmasked Estep 
Score: -51270.695312 Penalty: 2107.010010
	Iteration 0F: 3 clusters Score -51270.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51496.304688 Penalty: 2107.010010
	Iteration 1F: 3 clusters Score -51496.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -51560.464844 Penalty: 2107.010010
	Iteration 2F: 3 clusters Score -51560.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -51635.585938 Penalty: 2107.010010
	Iteration 3Q: 3 clusters Score -51635.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -51729.375000 Penalty: 2107.010010
	Iteration 4F: 3 clusters Score -51729.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -51876.250000 Penalty: 2107.010010
	Iteration 5F: 3 clusters Score -51876.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -52165.128906 Penalty: 2107.010010
	Iteration 6F: 3 clusters Score -52165.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -52403.183594 Penalty: 2107.010010
	Iteration 7F: 3 clusters Score -52403.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -52466.414062 Penalty: 2107.010010
	Iteration 8Q: 3 clusters Score -52466.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -52482.972656 Penalty: 2107.010010
	Iteration 9Q: 3 clusters Score -52482.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -52497.535156 Penalty: 2107.010010
	Iteration 10Q: 3 clusters Score -52497.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -52507.230469 Penalty: 2107.010010
	Iteration 11Q: 3 clusters Score -52507.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -52512.914062 Penalty: 2107.010010
	Iteration 12Q: 3 clusters Score -52512.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -52520.351562 Penalty: 2107.010010
	Iteration 13Q: 3 clusters Score -52520.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -52520.351562 Penalty: 2107.010010
	Iteration 14F: 3 clusters Score -52520.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 10431 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34317 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54211 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 169892 members 
Mstep: Class 15 contains 30109 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304873 members 
Mstep: Class 20 contains 73340 members 
Mstep: Class 21 contains 136 members 
Entering Unmasked Estep 
Score: -66463748.000000 Penalty: 46052.835938
Splitting cluster 21 changes total score from -66464724.000000 to -66463748.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 10431 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34317 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54211 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 169892 members 
Mstep: Class 15 contains 30109 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304873 members 
Mstep: Class 20 contains 73340 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464748.000000 Penalty: 43859.843750
Iteration 79Q: 21 clusters Score -6.646475e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 10449 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34318 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54210 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12007 members 
Mstep: Class 13 contains 3707 members 
Mstep: Class 14 contains 169894 members 
Mstep: Class 15 contains 30107 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304879 members 
Mstep: Class 20 contains 73335 members 
Mstep: Class 21 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464736.000000 Penalty: 43859.843750
Iteration 80F: 21 clusters Score -6.646474e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14132 members 
Mstep: Class 3 contains 10467 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34317 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54211 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12015 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 14 contains 169894 members 
Mstep: Class 15 contains 30106 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304881 members 
Mstep: Class 20 contains 73333 members 
Mstep: Class 21 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464764.000000 Penalty: 43859.843750
Iteration 81Q: 21 clusters Score -6.646476e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54212 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12035 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 14 contains 169898 members 
Mstep: Class 15 contains 30107 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304875 members 
Mstep: Class 20 contains 73324 members 
Mstep: Class 21 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464676.000000 Penalty: 43859.843750
Iteration 82Q: 21 clusters Score -6.646468e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14127 members 
Mstep: Class 3 contains 10484 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34320 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54209 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12053 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 169889 members 
Mstep: Class 15 contains 30106 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304883 members 
Mstep: Class 20 contains 73320 members 
Mstep: Class 21 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464740.000000 Penalty: 43859.843750
Iteration 83Q: 21 clusters Score -6.646474e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14125 members 
Mstep: Class 3 contains 10490 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34321 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54206 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12062 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 169893 members 
Mstep: Class 15 contains 30108 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304881 members 
Mstep: Class 20 contains 73317 members 
Mstep: Class 21 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464688.000000 Penalty: 43859.843750
Iteration 84Q: 21 clusters Score -6.646469e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 10494 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34324 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54205 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12068 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 169890 members 
Mstep: Class 15 contains 30109 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304889 members 
Mstep: Class 20 contains 73312 members 
Mstep: Class 21 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464720.000000 Penalty: 43859.843750
Iteration 85Q: 21 clusters Score -6.646472e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14119 members 
Mstep: Class 3 contains 10503 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34326 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54204 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12079 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 169888 members 
Mstep: Class 15 contains 30111 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304884 members 
Mstep: Class 20 contains 73311 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464780.000000 Penalty: 43859.843750
Iteration 86Q: 21 clusters Score -6.646478e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 10505 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34324 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54201 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 3620 members 
Mstep: Class 14 contains 169880 members 
Mstep: Class 15 contains 30110 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304898 members 
Mstep: Class 20 contains 73308 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464708.000000 Penalty: 43859.843750
Iteration 87Q: 21 clusters Score -6.646471e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 10502 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34324 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54201 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12103 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 169875 members 
Mstep: Class 15 contains 30111 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304904 members 
Mstep: Class 20 contains 73307 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464728.000000 Penalty: 43859.843750
Iteration 88Q: 21 clusters Score -6.646473e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14107 members 
Mstep: Class 3 contains 10510 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34325 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54199 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12120 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 169874 members 
Mstep: Class 15 contains 30111 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304897 members 
Mstep: Class 20 contains 73306 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464700.000000 Penalty: 43859.843750
Iteration 89Q: 21 clusters Score -6.64647e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14104 members 
Mstep: Class 3 contains 10518 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34324 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54197 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12136 members 
Mstep: Class 13 contains 3586 members 
Mstep: Class 14 contains 169878 members 
Mstep: Class 15 contains 30108 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304895 members 
Mstep: Class 20 contains 73304 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464696.000000 Penalty: 43859.843750
Iteration 90Q: 21 clusters Score -6.64647e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14104 members 
Mstep: Class 3 contains 10525 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34322 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54195 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12144 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 169883 members 
Mstep: Class 15 contains 30107 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304894 members 
Mstep: Class 20 contains 73304 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464744.000000 Penalty: 43859.843750
Iteration 91Q: 21 clusters Score -6.646474e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14106 members 
Mstep: Class 3 contains 10540 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34321 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54191 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 3550 members 
Mstep: Class 14 contains 169881 members 
Mstep: Class 15 contains 30107 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304896 members 
Mstep: Class 20 contains 73303 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464744.000000 Penalty: 43859.843750
Iteration 92Q: 21 clusters Score -6.646474e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14107 members 
Mstep: Class 3 contains 10549 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34321 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54188 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12164 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 169880 members 
Mstep: Class 15 contains 30103 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304900 members 
Mstep: Class 20 contains 73301 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464708.000000 Penalty: 43859.843750
Iteration 93Q: 21 clusters Score -6.646471e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 10572 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34321 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54187 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12174 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 169876 members 
Mstep: Class 15 contains 30100 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304903 members 
Mstep: Class 20 contains 73299 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464844.000000 Penalty: 43859.843750
Iteration 94Q: 21 clusters Score -6.646484e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34320 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54185 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12182 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 169871 members 
Mstep: Class 15 contains 30098 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304913 members 
Mstep: Class 20 contains 73297 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464768.000000 Penalty: 43859.843750
Iteration 95Q: 21 clusters Score -6.646477e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14104 members 
Mstep: Class 3 contains 10587 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54184 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12193 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 169856 members 
Mstep: Class 15 contains 30096 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304928 members 
Mstep: Class 20 contains 73297 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464828.000000 Penalty: 43859.843750
Iteration 96Q: 21 clusters Score -6.646483e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14107 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34318 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54186 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12210 members 
Mstep: Class 13 contains 3472 members 
Mstep: Class 14 contains 169847 members 
Mstep: Class 15 contains 30095 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304939 members 
Mstep: Class 20 contains 73293 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464820.000000 Penalty: 43859.843750
Iteration 97Q: 21 clusters Score -6.646482e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14109 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54188 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12219 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 169843 members 
Mstep: Class 15 contains 30093 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304949 members 
Mstep: Class 20 contains 73289 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464852.000000 Penalty: 43859.843750
Iteration 98Q: 21 clusters Score -6.646485e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34320 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54185 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12224 members 
Mstep: Class 13 contains 3452 members 
Mstep: Class 14 contains 169842 members 
Mstep: Class 15 contains 30090 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304955 members 
Mstep: Class 20 contains 73288 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464792.000000 Penalty: 43859.843750
Iteration 99Q: 21 clusters Score -6.646479e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14106 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54181 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12240 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 169842 members 
Mstep: Class 15 contains 30086 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304952 members 
Mstep: Class 20 contains 73288 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464832.000000 Penalty: 43859.843750
Iteration 100F: 21 clusters Score -6.646483e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14108 members 
Mstep: Class 3 contains 10602 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34318 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54179 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12249 members 
Mstep: Class 13 contains 3434 members 
Mstep: Class 14 contains 169843 members 
Mstep: Class 15 contains 30084 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304943 members 
Mstep: Class 20 contains 73289 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464840.000000 Penalty: 43859.843750
Iteration 101Q: 21 clusters Score -6.646484e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 10616 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54176 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12266 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 169843 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304947 members 
Mstep: Class 20 contains 73284 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464840.000000 Penalty: 43859.843750
Iteration 102Q: 21 clusters Score -6.646484e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 10627 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 34321 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54176 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 3404 members 
Mstep: Class 14 contains 169845 members 
Mstep: Class 15 contains 30081 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304934 members 
Mstep: Class 20 contains 73281 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464856.000000 Penalty: 43859.843750
Iteration 103Q: 21 clusters Score -6.646486e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 10634 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34321 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54176 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12293 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 169845 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304938 members 
Mstep: Class 20 contains 73278 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464812.000000 Penalty: 43859.843750
Iteration 104Q: 21 clusters Score -6.646481e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 10646 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34320 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54176 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12303 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 169844 members 
Mstep: Class 15 contains 30078 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304933 members 
Mstep: Class 20 contains 73278 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464800.000000 Penalty: 43859.843750
Iteration 105Q: 21 clusters Score -6.64648e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 10662 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54177 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12310 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 169850 members 
Mstep: Class 15 contains 30074 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304929 members 
Mstep: Class 20 contains 73274 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464840.000000 Penalty: 43859.843750
Iteration 106Q: 21 clusters Score -6.646484e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14090 members 
Mstep: Class 3 contains 10677 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34318 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54176 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 3342 members 
Mstep: Class 14 contains 169854 members 
Mstep: Class 15 contains 30066 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304933 members 
Mstep: Class 20 contains 73270 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464832.000000 Penalty: 43859.843750
Iteration 107Q: 21 clusters Score -6.646483e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34320 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54172 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12337 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 169847 members 
Mstep: Class 15 contains 30063 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304947 members 
Mstep: Class 20 contains 73266 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464800.000000 Penalty: 43859.843750
Iteration 108Q: 21 clusters Score -6.64648e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 10695 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34322 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54173 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12343 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 169846 members 
Mstep: Class 15 contains 30058 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304955 members 
Mstep: Class 20 contains 73260 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464768.000000 Penalty: 43859.843750
Iteration 109Q: 21 clusters Score -6.646477e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14108 members 
Mstep: Class 3 contains 10696 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34322 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54176 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12355 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 169849 members 
Mstep: Class 15 contains 30058 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304962 members 
Mstep: Class 20 contains 73249 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464760.000000 Penalty: 43859.843750
Iteration 110Q: 21 clusters Score -6.646476e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14115 members 
Mstep: Class 3 contains 10702 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34323 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54174 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 3248 members 
Mstep: Class 14 contains 169854 members 
Mstep: Class 15 contains 30055 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304960 members 
Mstep: Class 20 contains 73245 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464708.000000 Penalty: 43859.843750
Iteration 111Q: 21 clusters Score -6.646471e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14120 members 
Mstep: Class 3 contains 10704 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34324 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54177 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 169849 members 
Mstep: Class 15 contains 30054 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304959 members 
Mstep: Class 20 contains 73240 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464740.000000 Penalty: 43859.843750
Iteration 112Q: 21 clusters Score -6.646474e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14115 members 
Mstep: Class 3 contains 10709 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34324 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54178 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12426 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 169848 members 
Mstep: Class 15 contains 30052 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304955 members 
Mstep: Class 20 contains 73235 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464676.000000 Penalty: 43859.843750
Iteration 113Q: 21 clusters Score -6.646468e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14115 members 
Mstep: Class 3 contains 10715 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34325 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54181 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 169848 members 
Mstep: Class 15 contains 30052 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304941 members 
Mstep: Class 20 contains 73236 members 
Mstep: Class 21 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464724.000000 Penalty: 43859.843750
Iteration 114Q: 21 clusters Score -6.646472e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 10727 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34325 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54181 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12466 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 169854 members 
Mstep: Class 15 contains 30050 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304927 members 
Mstep: Class 20 contains 73236 members 
Mstep: Class 21 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464740.000000 Penalty: 43859.843750
Iteration 115Q: 21 clusters Score -6.646474e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54178 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12486 members 
Mstep: Class 13 contains 3125 members 
Mstep: Class 14 contains 169857 members 
Mstep: Class 15 contains 30050 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304923 members 
Mstep: Class 20 contains 73234 members 
Mstep: Class 21 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464792.000000 Penalty: 43859.843750
Iteration 116Q: 21 clusters Score -6.646479e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14153 members 
Mstep: Class 3 contains 10745 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54177 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12493 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 169866 members 
Mstep: Class 15 contains 30049 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304904 members 
Mstep: Class 20 contains 73233 members 
Mstep: Class 21 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464796.000000 Penalty: 43859.843750
Iteration 117Q: 21 clusters Score -6.64648e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 10743 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54176 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12512 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 169875 members 
Mstep: Class 15 contains 30048 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304896 members 
Mstep: Class 20 contains 73232 members 
Mstep: Class 21 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464764.000000 Penalty: 43859.843750
Iteration 118Q: 21 clusters Score -6.646476e+07 nChanged 89
Entering ConstructFrom: 
Score: -66464764.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -19078.751953 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -19078.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18335.708984 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -18335.71 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18739.091797 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -18739.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18871.875000 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -18871.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18896.447266 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -18896.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18907.328125 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -18907.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18938.765625 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -18938.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18948.716797 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -18948.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18948.716797 Penalty: 1905.680176
	Iteration 7F: 3 clusters Score -18948.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Entering Unmasked Estep 
Score: -1247533.125000 Penalty: 1553.318481
	Iteration 0F: 2 clusters Score -1247533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1237725.875000 Penalty: 3106.636963
	Iteration 0F: 3 clusters Score -1237726 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1241225.375000 Penalty: 3106.636963
	Iteration 1F: 3 clusters Score -1241225 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1241605.000000 Penalty: 3106.636963
	Iteration 2F: 3 clusters Score -1241605 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1241931.375000 Penalty: 3106.636963
	Iteration 3F: 3 clusters Score -1241931 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1242247.875000 Penalty: 3106.636963
	Iteration 4Q: 3 clusters Score -1242248 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1242626.000000 Penalty: 3106.636963
	Iteration 5Q: 3 clusters Score -1242626 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1243106.875000 Penalty: 3106.636963
	Iteration 6F: 3 clusters Score -1243107 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1243713.125000 Penalty: 3106.636963
	Iteration 7F: 3 clusters Score -1243713 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1244334.625000 Penalty: 3106.636963
	Iteration 8F: 3 clusters Score -1244335 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1244855.125000 Penalty: 3106.636963
	Iteration 9Q: 3 clusters Score -1244855 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1245237.000000 Penalty: 3106.636963
	Iteration 10Q: 3 clusters Score -1245237 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1245512.750000 Penalty: 3106.636963
	Iteration 11Q: 3 clusters Score -1245513 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1245737.875000 Penalty: 3106.636963
	Iteration 12Q: 3 clusters Score -1245738 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1245881.875000 Penalty: 3106.636963
	Iteration 13Q: 3 clusters Score -1245882 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1245982.250000 Penalty: 3106.636963
	Iteration 14Q: 3 clusters Score -1245982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1246059.125000 Penalty: 3106.636963
	Iteration 15Q: 3 clusters Score -1246059 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1246116.750000 Penalty: 3106.636963
	Iteration 16Q: 3 clusters Score -1246117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1246162.750000 Penalty: 3106.636963
	Iteration 17Q: 3 clusters Score -1246163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1246183.250000 Penalty: 3106.636963
	Iteration 18Q: 3 clusters Score -1246183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1246201.250000 Penalty: 3106.636963
	Iteration 19Q: 3 clusters Score -1246201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1246223.750000 Penalty: 3106.636963
	Iteration 20F: 3 clusters Score -1246224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1246244.000000 Penalty: 3106.636963
	Iteration 21Q: 3 clusters Score -1246244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1246255.125000 Penalty: 3106.636963
	Iteration 22Q: 3 clusters Score -1246255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1246261.250000 Penalty: 3106.636963
	Iteration 23Q: 3 clusters Score -1246261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1246273.250000 Penalty: 3106.636963
	Iteration 24Q: 3 clusters Score -1246273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1246276.125000 Penalty: 3106.636963
	Iteration 25Q: 3 clusters Score -1246276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1246278.625000 Penalty: 3106.636963
	Iteration 26Q: 3 clusters Score -1246279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1246284.500000 Penalty: 3106.636963
	Iteration 27Q: 3 clusters Score -1246284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1246285.375000 Penalty: 3106.636963
	Iteration 28Q: 3 clusters Score -1246285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1246286.375000 Penalty: 3106.636963
	Iteration 29Q: 3 clusters Score -1246286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1246288.375000 Penalty: 3106.636963
	Iteration 30Q: 3 clusters Score -1246288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1246287.625000 Penalty: 3106.636963
	Iteration 31Q: 3 clusters Score -1246288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1246288.125000 Penalty: 3106.636963
	Iteration 32Q: 3 clusters Score -1246288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1246289.000000 Penalty: 3106.636963
	Iteration 33Q: 3 clusters Score -1246289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1246291.250000 Penalty: 3106.636963
	Iteration 34Q: 3 clusters Score -1246291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1246290.000000 Penalty: 3106.636963
	Iteration 35Q: 3 clusters Score -1246290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1246290.000000 Penalty: 3106.636963
	Iteration 36F: 3 clusters Score -1246290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Entering Unmasked Estep 
Score: -989767.250000 Penalty: 1508.311401
	Iteration 0F: 2 clusters Score -989767.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -982216.625000 Penalty: 3016.622803
	Iteration 0F: 3 clusters Score -982216.6 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -984651.187500 Penalty: 3016.622803
	Iteration 1F: 3 clusters Score -984651.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -984870.437500 Penalty: 3016.622803
	Iteration 2F: 3 clusters Score -984870.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -985042.375000 Penalty: 3016.622803
	Iteration 3Q: 3 clusters Score -985042.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -985205.312500 Penalty: 3016.622803
	Iteration 4Q: 3 clusters Score -985205.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -985367.437500 Penalty: 3016.622803
	Iteration 5Q: 3 clusters Score -985367.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -985523.312500 Penalty: 3016.622803
	Iteration 6Q: 3 clusters Score -985523.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -985686.000000 Penalty: 3016.622803
	Iteration 7Q: 3 clusters Score -985686 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -985862.437500 Penalty: 3016.622803
	Iteration 8Q: 3 clusters Score -985862.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -986048.125000 Penalty: 3016.622803
	Iteration 9Q: 3 clusters Score -986048.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -986262.000000 Penalty: 3016.622803
	Iteration 10Q: 3 clusters Score -986262 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -986453.062500 Penalty: 3016.622803
	Iteration 11Q: 3 clusters Score -986453.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -986630.312500 Penalty: 3016.622803
	Iteration 12Q: 3 clusters Score -986630.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -986802.437500 Penalty: 3016.622803
	Iteration 13Q: 3 clusters Score -986802.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -986979.125000 Penalty: 3016.622803
	Iteration 14Q: 3 clusters Score -986979.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -987159.312500 Penalty: 3016.622803
	Iteration 15Q: 3 clusters Score -987159.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -987328.375000 Penalty: 3016.622803
	Iteration 16Q: 3 clusters Score -987328.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -987489.750000 Penalty: 3016.622803
	Iteration 17Q: 3 clusters Score -987489.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -987605.062500 Penalty: 3016.622803
	Iteration 18Q: 3 clusters Score -987605.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -987701.625000 Penalty: 3016.622803
	Iteration 19Q: 3 clusters Score -987701.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -987790.812500 Penalty: 3016.622803
	Iteration 20F: 3 clusters Score -987790.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -987881.500000 Penalty: 3016.622803
	Iteration 21Q: 3 clusters Score -987881.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -987977.562500 Penalty: 3016.622803
	Iteration 22Q: 3 clusters Score -987977.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -988053.562500 Penalty: 3016.622803
	Iteration 23Q: 3 clusters Score -988053.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -988117.062500 Penalty: 3016.622803
	Iteration 24Q: 3 clusters Score -988117.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -988154.062500 Penalty: 3016.622803
	Iteration 25Q: 3 clusters Score -988154.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -988190.687500 Penalty: 3016.622803
	Iteration 26Q: 3 clusters Score -988190.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -988230.375000 Penalty: 3016.622803
	Iteration 27Q: 3 clusters Score -988230.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -988256.250000 Penalty: 3016.622803
	Iteration 28Q: 3 clusters Score -988256.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -988266.250000 Penalty: 3016.622803
	Iteration 29Q: 3 clusters Score -988266.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -988284.437500 Penalty: 3016.622803
	Iteration 30Q: 3 clusters Score -988284.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -988298.125000 Penalty: 3016.622803
	Iteration 31Q: 3 clusters Score -988298.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -988304.750000 Penalty: 3016.622803
	Iteration 32Q: 3 clusters Score -988304.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -988308.875000 Penalty: 3016.622803
	Iteration 33Q: 3 clusters Score -988308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -988315.000000 Penalty: 3016.622803
	Iteration 34Q: 3 clusters Score -988315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -988324.375000 Penalty: 3016.622803
	Iteration 35Q: 3 clusters Score -988324.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -988332.812500 Penalty: 3016.622803
	Iteration 36Q: 3 clusters Score -988332.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -988339.125000 Penalty: 3016.622803
	Iteration 37Q: 3 clusters Score -988339.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -988347.750000 Penalty: 3016.622803
	Iteration 38Q: 3 clusters Score -988347.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -988352.250000 Penalty: 3016.622803
	Iteration 39Q: 3 clusters Score -988352.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -988360.500000 Penalty: 3016.622803
	Iteration 40F: 3 clusters Score -988360.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -988366.500000 Penalty: 3016.622803
	Iteration 41Q: 3 clusters Score -988366.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -988374.500000 Penalty: 3016.622803
	Iteration 42Q: 3 clusters Score -988374.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -988387.500000 Penalty: 3016.622803
	Iteration 43Q: 3 clusters Score -988387.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -988397.625000 Penalty: 3016.622803
	Iteration 44Q: 3 clusters Score -988397.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -988401.187500 Penalty: 3016.622803
	Iteration 45Q: 3 clusters Score -988401.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -988405.312500 Penalty: 3016.622803
	Iteration 46Q: 3 clusters Score -988405.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -988406.625000 Penalty: 3016.622803
	Iteration 47Q: 3 clusters Score -988406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -988409.937500 Penalty: 3016.622803
	Iteration 48Q: 3 clusters Score -988409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -988409.500000 Penalty: 3016.622803
	Iteration 49Q: 3 clusters Score -988409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -988409.500000 Penalty: 3016.622803
	Iteration 50F: 3 clusters Score -988409.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -18307.855469 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -18307.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17486.662109 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -17486.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17823.888672 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -17823.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17976.988281 Penalty: 1929.699219
	Iteration 2F: 3 clusters Score -17976.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18083.582031 Penalty: 1929.699219
	Iteration 3F: 3 clusters Score -18083.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18169.154297 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -18169.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18228.355469 Penalty: 1929.699219
	Iteration 5Q: 3 clusters Score -18228.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18235.689453 Penalty: 1929.699219
	Iteration 6Q: 3 clusters Score -18235.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18238.773438 Penalty: 1929.699219
	Iteration 7Q: 3 clusters Score -18238.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18238.773438 Penalty: 1929.699219
	Iteration 8F: 3 clusters Score -18238.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -53078.292969 Penalty: 1048.714111
	Iteration 0F: 2 clusters Score -53078.29 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 316 members 
Entering Unmasked Estep 
Score: -51943.718750 Penalty: 2097.428223
	Iteration 0F: 3 clusters Score -51943.72 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52110.382812 Penalty: 2097.428223
	Iteration 1F: 3 clusters Score -52110.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52156.851562 Penalty: 2097.428223
	Iteration 2F: 3 clusters Score -52156.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52185.785156 Penalty: 2097.428223
	Iteration 3Q: 3 clusters Score -52185.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52201.351562 Penalty: 2097.428223
	Iteration 4Q: 3 clusters Score -52201.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52207.488281 Penalty: 2097.428223
	Iteration 5Q: 3 clusters Score -52207.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52211.402344 Penalty: 2097.428223
	Iteration 6Q: 3 clusters Score -52211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52216.289062 Penalty: 2097.428223
	Iteration 7Q: 3 clusters Score -52216.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52219.191406 Penalty: 2097.428223
	Iteration 8Q: 3 clusters Score -52219.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52222.097656 Penalty: 2097.428223
	Iteration 9Q: 3 clusters Score -52222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52222.097656 Penalty: 2097.428223
	Iteration 10F: 3 clusters Score -52222.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -459940.625000 Penalty: 1387.739014
	Iteration 0F: 2 clusters Score -459940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -455827.937500 Penalty: 2775.478027
	Iteration 0F: 3 clusters Score -455827.9 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -456946.093750 Penalty: 2775.478027
	Iteration 1F: 3 clusters Score -456946.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -457169.750000 Penalty: 2775.478027
	Iteration 2F: 3 clusters Score -457169.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -457354.750000 Penalty: 2775.478027
	Iteration 3F: 3 clusters Score -457354.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -457522.437500 Penalty: 2775.478027
	Iteration 4F: 3 clusters Score -457522.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -457673.812500 Penalty: 2775.478027
	Iteration 5F: 3 clusters Score -457673.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -457807.656250 Penalty: 2775.478027
	Iteration 6Q: 3 clusters Score -457807.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -457928.093750 Penalty: 2775.478027
	Iteration 7Q: 3 clusters Score -457928.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -458050.406250 Penalty: 2775.478027
	Iteration 8Q: 3 clusters Score -458050.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -458183.531250 Penalty: 2775.478027
	Iteration 9Q: 3 clusters Score -458183.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -458303.406250 Penalty: 2775.478027
	Iteration 10Q: 3 clusters Score -458303.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -458380.812500 Penalty: 2775.478027
	Iteration 11Q: 3 clusters Score -458380.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -458453.312500 Penalty: 2775.478027
	Iteration 12Q: 3 clusters Score -458453.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -458511.812500 Penalty: 2775.478027
	Iteration 13Q: 3 clusters Score -458511.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -458572.218750 Penalty: 2775.478027
	Iteration 14Q: 3 clusters Score -458572.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -458640.718750 Penalty: 2775.478027
	Iteration 15Q: 3 clusters Score -458640.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -458692.187500 Penalty: 2775.478027
	Iteration 16Q: 3 clusters Score -458692.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -458739.593750 Penalty: 2775.478027
	Iteration 17Q: 3 clusters Score -458739.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -458795.531250 Penalty: 2775.478027
	Iteration 18Q: 3 clusters Score -458795.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -458850.406250 Penalty: 2775.478027
	Iteration 19Q: 3 clusters Score -458850.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -458909.218750 Penalty: 2775.478027
	Iteration 20F: 3 clusters Score -458909.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -458954.531250 Penalty: 2775.478027
	Iteration 21Q: 3 clusters Score -458954.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -458993.000000 Penalty: 2775.478027
	Iteration 22Q: 3 clusters Score -458993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -459025.781250 Penalty: 2775.478027
	Iteration 23Q: 3 clusters Score -459025.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -459064.781250 Penalty: 2775.478027
	Iteration 24Q: 3 clusters Score -459064.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -459114.437500 Penalty: 2775.478027
	Iteration 25Q: 3 clusters Score -459114.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -459149.687500 Penalty: 2775.478027
	Iteration 26Q: 3 clusters Score -459149.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -459173.937500 Penalty: 2775.478027
	Iteration 27Q: 3 clusters Score -459173.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -459195.843750 Penalty: 2775.478027
	Iteration 28Q: 3 clusters Score -459195.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -459212.156250 Penalty: 2775.478027
	Iteration 29Q: 3 clusters Score -459212.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -459225.000000 Penalty: 2775.478027
	Iteration 30Q: 3 clusters Score -459225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -459233.312500 Penalty: 2775.478027
	Iteration 31Q: 3 clusters Score -459233.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -459243.593750 Penalty: 2775.478027
	Iteration 32Q: 3 clusters Score -459243.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -459249.812500 Penalty: 2775.478027
	Iteration 33Q: 3 clusters Score -459249.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -459257.343750 Penalty: 2775.478027
	Iteration 34Q: 3 clusters Score -459257.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -459261.375000 Penalty: 2775.478027
	Iteration 35Q: 3 clusters Score -459261.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -459264.781250 Penalty: 2775.478027
	Iteration 36Q: 3 clusters Score -459264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -459268.937500 Penalty: 2775.478027
	Iteration 37Q: 3 clusters Score -459268.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -459273.625000 Penalty: 2775.478027
	Iteration 38Q: 3 clusters Score -459273.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -459277.156250 Penalty: 2775.478027
	Iteration 39Q: 3 clusters Score -459277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -459278.906250 Penalty: 2775.478027
	Iteration 40F: 3 clusters Score -459278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -459280.406250 Penalty: 2775.478027
	Iteration 41Q: 3 clusters Score -459280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -459281.000000 Penalty: 2775.478027
	Iteration 42Q: 3 clusters Score -459281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -459282.125000 Penalty: 2775.478027
	Iteration 43Q: 3 clusters Score -459282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -459283.031250 Penalty: 2775.478027
	Iteration 44Q: 3 clusters Score -459283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -459283.406250 Penalty: 2775.478027
	Iteration 45Q: 3 clusters Score -459283.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -459283.406250 Penalty: 2775.478027
	Iteration 46F: 3 clusters Score -459283.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -53223.703125 Penalty: 1053.256226
	Iteration 0F: 2 clusters Score -53223.7 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 320 members 
Entering Unmasked Estep 
Score: -52122.914062 Penalty: 2106.512451
	Iteration 0F: 3 clusters Score -52122.91 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52412.144531 Penalty: 2106.512451
	Iteration 1F: 3 clusters Score -52412.14 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -52696.078125 Penalty: 2106.512451
	Iteration 2F: 3 clusters Score -52696.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -52970.105469 Penalty: 2106.512451
	Iteration 3F: 3 clusters Score -52970.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -53085.121094 Penalty: 2106.512451
	Iteration 4Q: 3 clusters Score -53085.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -53155.093750 Penalty: 2106.512451
	Iteration 5Q: 3 clusters Score -53155.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53172.968750 Penalty: 2106.512451
	Iteration 6Q: 3 clusters Score -53172.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53184.738281 Penalty: 2106.512451
	Iteration 7Q: 3 clusters Score -53184.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53188.667969 Penalty: 2106.512451
	Iteration 8Q: 3 clusters Score -53188.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53188.667969 Penalty: 2106.512451
	Iteration 9F: 3 clusters Score -53188.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Entering Unmasked Estep 
Score: -3261163.500000 Penalty: 1697.104004
	Iteration 0F: 2 clusters Score -3261164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3238020.500000 Penalty: 3394.208008
	Iteration 0F: 3 clusters Score -3238020 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3246889.500000 Penalty: 3394.208008
	Iteration 1F: 3 clusters Score -3246890 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3247210.750000 Penalty: 3394.208008
	Iteration 2Q: 3 clusters Score -3247211 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3247567.250000 Penalty: 3394.208008
	Iteration 3Q: 3 clusters Score -3247567 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3247975.250000 Penalty: 3394.208008
	Iteration 4Q: 3 clusters Score -3247975 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3248662.750000 Penalty: 3394.208008
	Iteration 5Q: 3 clusters Score -3248663 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3249810.250000 Penalty: 3394.208008
	Iteration 6F: 3 clusters Score -3249810 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3251622.750000 Penalty: 3394.208008
	Iteration 7F: 3 clusters Score -3251623 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3254024.250000 Penalty: 3394.208008
	Iteration 8F: 3 clusters Score -3254024 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3256460.000000 Penalty: 3394.208008
	Iteration 9F: 3 clusters Score -3256460 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3258184.500000 Penalty: 3394.208008
	Iteration 10F: 3 clusters Score -3258184 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3259074.000000 Penalty: 3394.208008
	Iteration 11Q: 3 clusters Score -3259074 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3259408.500000 Penalty: 3394.208008
	Iteration 12Q: 3 clusters Score -3259408 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3259538.750000 Penalty: 3394.208008
	Iteration 13Q: 3 clusters Score -3259539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -3259601.750000 Penalty: 3394.208008
	Iteration 14Q: 3 clusters Score -3259602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -3259634.500000 Penalty: 3394.208008
	Iteration 15Q: 3 clusters Score -3259634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -3259662.500000 Penalty: 3394.208008
	Iteration 16Q: 3 clusters Score -3259662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -3259684.750000 Penalty: 3394.208008
	Iteration 17Q: 3 clusters Score -3259685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -3259696.500000 Penalty: 3394.208008
	Iteration 18Q: 3 clusters Score -3259696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -3259708.500000 Penalty: 3394.208008
	Iteration 19Q: 3 clusters Score -3259708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -3259710.750000 Penalty: 3394.208008
	Iteration 20F: 3 clusters Score -3259711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -3259714.000000 Penalty: 3394.208008
	Iteration 21Q: 3 clusters Score -3259714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -3259717.500000 Penalty: 3394.208008
	Iteration 22Q: 3 clusters Score -3259718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -3259718.500000 Penalty: 3394.208008
	Iteration 23Q: 3 clusters Score -3259718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -3259716.000000 Penalty: 3394.208008
	Iteration 24Q: 3 clusters Score -3259716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -3259716.000000 Penalty: 3394.208008
	Iteration 25F: 3 clusters Score -3259716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -38481.308594 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -38481.31 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 265 members 
Entering Unmasked Estep 
Score: -37441.574219 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -37441.57 nChanged 136
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: -37753.027344 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -37753.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37888.660156 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -37888.66 nChanged 29
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: -38034.019531 Penalty: 2038.071289
	Iteration 3F: 3 clusters Score -38034.02 nChanged 23
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: -38116.964844 Penalty: 2038.071289
	Iteration 4Q: 3 clusters Score -38116.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38169.355469 Penalty: 2038.071289
	Iteration 5Q: 3 clusters Score -38169.36 nChanged 13
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: -38198.734375 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -38198.73 nChanged 7
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: -38211.828125 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -38211.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38230.000000 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -38230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38269.023438 Penalty: 2038.071289
	Iteration 9Q: 3 clusters Score -38269.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38312.574219 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -38312.57 nChanged 8
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: -38346.539062 Penalty: 2038.071289
	Iteration 11Q: 3 clusters Score -38346.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38414.843750 Penalty: 2038.071289
	Iteration 12Q: 3 clusters Score -38414.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38447.976562 Penalty: 2038.071289
	Iteration 13Q: 3 clusters Score -38447.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38457.320312 Penalty: 2038.071289
	Iteration 14Q: 3 clusters Score -38457.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38457.320312 Penalty: 2038.071289
	Iteration 15F: 3 clusters Score -38457.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Entering Unmasked Estep 
Score: -5154653.500000 Penalty: 1771.242920
	Iteration 0F: 2 clusters Score -5154654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -5118302.000000 Penalty: 3542.485840
	Iteration 0F: 3 clusters Score -5118302 nChanged 25594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -5133080.000000 Penalty: 3542.485840
	Iteration 1F: 3 clusters Score -5133080 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -5133721.000000 Penalty: 3542.485840
	Iteration 2Q: 3 clusters Score -5133721 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -5134629.500000 Penalty: 3542.485840
	Iteration 3Q: 3 clusters Score -5134630 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -5135974.000000 Penalty: 3542.485840
	Iteration 4Q: 3 clusters Score -5135974 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5137707.000000 Penalty: 3542.485840
	Iteration 5F: 3 clusters Score -5137707 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5139922.000000 Penalty: 3542.485840
	Iteration 6F: 3 clusters Score -5139922 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5142450.500000 Penalty: 3542.485840
	Iteration 7F: 3 clusters Score -5142450 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5145153.000000 Penalty: 3542.485840
	Iteration 8F: 3 clusters Score -5145153 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5147515.000000 Penalty: 3542.485840
	Iteration 9F: 3 clusters Score -5147515 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -5149273.500000 Penalty: 3542.485840
	Iteration 10Q: 3 clusters Score -5149274 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -5150425.500000 Penalty: 3542.485840
	Iteration 11Q: 3 clusters Score -5150426 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -5151131.500000 Penalty: 3542.485840
	Iteration 12Q: 3 clusters Score -5151132 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -5151598.000000 Penalty: 3542.485840
	Iteration 13Q: 3 clusters Score -5151598 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -5151934.500000 Penalty: 3542.485840
	Iteration 14Q: 3 clusters Score -5151934 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -5152172.500000 Penalty: 3542.485840
	Iteration 15Q: 3 clusters Score -5152172 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -5152363.000000 Penalty: 3542.485840
	Iteration 16Q: 3 clusters Score -5152363 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -5152531.500000 Penalty: 3542.485840
	Iteration 17Q: 3 clusters Score -5152532 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -5152657.000000 Penalty: 3542.485840
	Iteration 18Q: 3 clusters Score -5152657 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -5152769.000000 Penalty: 3542.485840
	Iteration 19Q: 3 clusters Score -5152769 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -5152832.000000 Penalty: 3542.485840
	Iteration 20F: 3 clusters Score -5152832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -5152880.500000 Penalty: 3542.485840
	Iteration 21Q: 3 clusters Score -5152880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -5152928.000000 Penalty: 3542.485840
	Iteration 22Q: 3 clusters Score -5152928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -5152967.500000 Penalty: 3542.485840
	Iteration 23Q: 3 clusters Score -5152968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -5152993.000000 Penalty: 3542.485840
	Iteration 24Q: 3 clusters Score -5152993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -5153021.500000 Penalty: 3542.485840
	Iteration 25Q: 3 clusters Score -5153022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -5153058.500000 Penalty: 3542.485840
	Iteration 26Q: 3 clusters Score -5153058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -5153081.000000 Penalty: 3542.485840
	Iteration 27Q: 3 clusters Score -5153081 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -5153104.500000 Penalty: 3542.485840
	Iteration 28Q: 3 clusters Score -5153104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -5153123.000000 Penalty: 3542.485840
	Iteration 29Q: 3 clusters Score -5153123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -5153143.000000 Penalty: 3542.485840
	Iteration 30Q: 3 clusters Score -5153143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -5153162.000000 Penalty: 3542.485840
	Iteration 31Q: 3 clusters Score -5153162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -5153163.000000 Penalty: 3542.485840
	Iteration 32Q: 3 clusters Score -5153163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -5153167.500000 Penalty: 3542.485840
	Iteration 33Q: 3 clusters Score -5153168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -5153165.000000 Penalty: 3542.485840
	Iteration 34Q: 3 clusters Score -5153165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -5153164.500000 Penalty: 3542.485840
	Iteration 35Q: 3 clusters Score -5153164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -5153169.000000 Penalty: 3542.485840
	Iteration 36Q: 3 clusters Score -5153169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -5153167.500000 Penalty: 3542.485840
	Iteration 37Q: 3 clusters Score -5153168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -5153166.000000 Penalty: 3542.485840
	Iteration 38Q: 3 clusters Score -5153166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -5153165.500000 Penalty: 3542.485840
	Iteration 39Q: 3 clusters Score -5153166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -5153164.000000 Penalty: 3542.485840
	Iteration 40F: 3 clusters Score -5153164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -5153171.000000 Penalty: 3542.485840
	Iteration 41Q: 3 clusters Score -5153171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -5153178.500000 Penalty: 3542.485840
	Iteration 42Q: 3 clusters Score -5153178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -5153179.500000 Penalty: 3542.485840
	Iteration 43Q: 3 clusters Score -5153180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -5153179.500000 Penalty: 3542.485840
	Iteration 44F: 3 clusters Score -5153180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -96209.437500 Penalty: 1148.716309
	Iteration 0F: 2 clusters Score -96209.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94694.960938 Penalty: 2297.432617
	Iteration 0F: 3 clusters Score -94694.96 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95046.195312 Penalty: 2297.432617
	Iteration 1F: 3 clusters Score -95046.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95239.265625 Penalty: 2297.432617
	Iteration 2F: 3 clusters Score -95239.27 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95449.460938 Penalty: 2297.432617
	Iteration 3F: 3 clusters Score -95449.46 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95710.406250 Penalty: 2297.432617
	Iteration 4F: 3 clusters Score -95710.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96041.351562 Penalty: 2297.432617
	Iteration 5F: 3 clusters Score -96041.35 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96271.742188 Penalty: 2297.432617
	Iteration 6F: 3 clusters Score -96271.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -96382.289062 Penalty: 2297.432617
	Iteration 7Q: 3 clusters Score -96382.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -96423.242188 Penalty: 2297.432617
	Iteration 8Q: 3 clusters Score -96423.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96433.132812 Penalty: 2297.432617
	Iteration 9Q: 3 clusters Score -96433.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96437.195312 Penalty: 2297.432617
	Iteration 10Q: 3 clusters Score -96437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96439.304688 Penalty: 2297.432617
	Iteration 11Q: 3 clusters Score -96439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96440.726562 Penalty: 2297.432617
	Iteration 12Q: 3 clusters Score -96440.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96440.726562 Penalty: 2297.432617
	Iteration 13F: 3 clusters Score -96440.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 10742 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54174 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 169882 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304891 members 
Mstep: Class 20 contains 73232 members 
Mstep: Class 21 contains 638 members 
Entering Unmasked Estep 
Score: -66464028.000000 Penalty: 46052.835938
Splitting cluster 11 changes total score from -66464764.000000 to -66464028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Entering Unmasked Estep 
Score: -1146962.250000 Penalty: 1533.291748
	Iteration 0F: 2 clusters Score -1146962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1138184.875000 Penalty: 3066.583496
	Iteration 0F: 3 clusters Score -1138185 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1140946.625000 Penalty: 3066.583496
	Iteration 1F: 3 clusters Score -1140947 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1141159.125000 Penalty: 3066.583496
	Iteration 2F: 3 clusters Score -1141159 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1141328.750000 Penalty: 3066.583496
	Iteration 3Q: 3 clusters Score -1141329 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1141457.250000 Penalty: 3066.583496
	Iteration 4Q: 3 clusters Score -1141457 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1141566.875000 Penalty: 3066.583496
	Iteration 5Q: 3 clusters Score -1141567 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1141659.125000 Penalty: 3066.583496
	Iteration 6Q: 3 clusters Score -1141659 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1141751.875000 Penalty: 3066.583496
	Iteration 7Q: 3 clusters Score -1141752 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1141883.000000 Penalty: 3066.583496
	Iteration 8Q: 3 clusters Score -1141883 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1142051.500000 Penalty: 3066.583496
	Iteration 9Q: 3 clusters Score -1142052 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1142258.500000 Penalty: 3066.583496
	Iteration 10Q: 3 clusters Score -1142258 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1142513.000000 Penalty: 3066.583496
	Iteration 11Q: 3 clusters Score -1142513 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1142824.375000 Penalty: 3066.583496
	Iteration 12Q: 3 clusters Score -1142824 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1143267.625000 Penalty: 3066.583496
	Iteration 13F: 3 clusters Score -1143268 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1143806.500000 Penalty: 3066.583496
	Iteration 14F: 3 clusters Score -1143806 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1144375.375000 Penalty: 3066.583496
	Iteration 15F: 3 clusters Score -1144375 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1144860.750000 Penalty: 3066.583496
	Iteration 16Q: 3 clusters Score -1144861 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1145170.250000 Penalty: 3066.583496
	Iteration 17Q: 3 clusters Score -1145170 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1145357.875000 Penalty: 3066.583496
	Iteration 18Q: 3 clusters Score -1145358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1145485.625000 Penalty: 3066.583496
	Iteration 19Q: 3 clusters Score -1145486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1145552.125000 Penalty: 3066.583496
	Iteration 20F: 3 clusters Score -1145552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1145587.875000 Penalty: 3066.583496
	Iteration 21Q: 3 clusters Score -1145588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1145616.500000 Penalty: 3066.583496
	Iteration 22Q: 3 clusters Score -1145616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1145628.750000 Penalty: 3066.583496
	Iteration 23Q: 3 clusters Score -1145629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1145640.000000 Penalty: 3066.583496
	Iteration 24Q: 3 clusters Score -1145640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1145641.125000 Penalty: 3066.583496
	Iteration 25Q: 3 clusters Score -1145641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1145644.375000 Penalty: 3066.583496
	Iteration 26Q: 3 clusters Score -1145644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1145645.000000 Penalty: 3066.583496
	Iteration 27Q: 3 clusters Score -1145645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1145646.000000 Penalty: 3066.583496
	Iteration 28Q: 3 clusters Score -1145646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1145646.625000 Penalty: 3066.583496
	Iteration 29Q: 3 clusters Score -1145647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1145646.750000 Penalty: 3066.583496
	Iteration 30Q: 3 clusters Score -1145647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1145646.750000 Penalty: 3066.583496
	Iteration 31F: 3 clusters Score -1145647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -252634.609375 Penalty: 1303.933716
	Iteration 0F: 2 clusters Score -252634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -249938.421875 Penalty: 2607.867432
	Iteration 0F: 3 clusters Score -249938.4 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -250569.859375 Penalty: 2607.867432
	Iteration 1F: 3 clusters Score -250569.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -250680.562500 Penalty: 2607.867432
	Iteration 2F: 3 clusters Score -250680.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -250756.437500 Penalty: 2607.867432
	Iteration 3Q: 3 clusters Score -250756.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -250814.171875 Penalty: 2607.867432
	Iteration 4Q: 3 clusters Score -250814.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -250867.062500 Penalty: 2607.867432
	Iteration 5Q: 3 clusters Score -250867.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -250909.671875 Penalty: 2607.867432
	Iteration 6Q: 3 clusters Score -250909.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -250948.296875 Penalty: 2607.867432
	Iteration 7Q: 3 clusters Score -250948.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -250992.234375 Penalty: 2607.867432
	Iteration 8Q: 3 clusters Score -250992.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -251037.828125 Penalty: 2607.867432
	Iteration 9Q: 3 clusters Score -251037.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -251090.468750 Penalty: 2607.867432
	Iteration 10Q: 3 clusters Score -251090.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -251135.453125 Penalty: 2607.867432
	Iteration 11Q: 3 clusters Score -251135.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -251179.562500 Penalty: 2607.867432
	Iteration 12Q: 3 clusters Score -251179.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -251226.437500 Penalty: 2607.867432
	Iteration 13Q: 3 clusters Score -251226.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -251279.859375 Penalty: 2607.867432
	Iteration 14Q: 3 clusters Score -251279.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -251328.187500 Penalty: 2607.867432
	Iteration 15Q: 3 clusters Score -251328.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -251379.640625 Penalty: 2607.867432
	Iteration 16Q: 3 clusters Score -251379.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -251425.906250 Penalty: 2607.867432
	Iteration 17Q: 3 clusters Score -251425.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -251454.421875 Penalty: 2607.867432
	Iteration 18Q: 3 clusters Score -251454.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -251485.328125 Penalty: 2607.867432
	Iteration 19Q: 3 clusters Score -251485.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -251516.453125 Penalty: 2607.867432
	Iteration 20F: 3 clusters Score -251516.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -251551.656250 Penalty: 2607.867432
	Iteration 21Q: 3 clusters Score -251551.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -251574.375000 Penalty: 2607.867432
	Iteration 22Q: 3 clusters Score -251574.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -251588.218750 Penalty: 2607.867432
	Iteration 23Q: 3 clusters Score -251588.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -251593.953125 Penalty: 2607.867432
	Iteration 24Q: 3 clusters Score -251594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -251598.031250 Penalty: 2607.867432
	Iteration 25Q: 3 clusters Score -251598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -251603.656250 Penalty: 2607.867432
	Iteration 26Q: 3 clusters Score -251603.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -251608.468750 Penalty: 2607.867432
	Iteration 27Q: 3 clusters Score -251608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -251611.937500 Penalty: 2607.867432
	Iteration 28Q: 3 clusters Score -251611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -251614.343750 Penalty: 2607.867432
	Iteration 29Q: 3 clusters Score -251614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -251617.859375 Penalty: 2607.867432
	Iteration 30Q: 3 clusters Score -251617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -251620.671875 Penalty: 2607.867432
	Iteration 31Q: 3 clusters Score -251620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -251624.093750 Penalty: 2607.867432
	Iteration 32Q: 3 clusters Score -251624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -251625.765625 Penalty: 2607.867432
	Iteration 33Q: 3 clusters Score -251625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -251626.203125 Penalty: 2607.867432
	Iteration 34Q: 3 clusters Score -251626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -251626.953125 Penalty: 2607.867432
	Iteration 35Q: 3 clusters Score -251627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -251627.390625 Penalty: 2607.867432
	Iteration 36Q: 3 clusters Score -251627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -251627.390625 Penalty: 2607.867432
	Iteration 37F: 3 clusters Score -251627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (169882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Entering Unmasked Estep 
Score: -15861886.000000 Penalty: 1956.964600
	Iteration 0F: 2 clusters Score -1.586189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -15749451.000000 Penalty: 3913.929199
	Iteration 0F: 3 clusters Score -1.574945e+07 nChanged 82137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -15797704.000000 Penalty: 3913.929199
	Iteration 1F: 3 clusters Score -1.57977e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -15799197.000000 Penalty: 3913.929199
	Iteration 2Q: 3 clusters Score -1.57992e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -15801351.000000 Penalty: 3913.929199
	Iteration 3Q: 3 clusters Score -1.580135e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 102819 members 
Entering Unmasked Estep 
Score: -15805601.000000 Penalty: 3913.929199
	Iteration 4F: 3 clusters Score -1.58056e+07 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -15813514.000000 Penalty: 3913.929199
	Iteration 5F: 3 clusters Score -1.581351e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 123818 members 
Entering Unmasked Estep 
Score: -15825086.000000 Penalty: 3913.929199
	Iteration 6F: 3 clusters Score -1.582509e+07 nChanged 14841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 135981 members 
Entering Unmasked Estep 
Score: -15838362.000000 Penalty: 3913.929199
	Iteration 7F: 3 clusters Score -1.583836e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 144699 members 
Entering Unmasked Estep 
Score: -15849775.000000 Penalty: 3913.929199
	Iteration 8F: 3 clusters Score -1.584978e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 148537 members 
Entering Unmasked Estep 
Score: -15856581.000000 Penalty: 3913.929199
	Iteration 9Q: 3 clusters Score -1.585658e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 149865 members 
Entering Unmasked Estep 
Score: -15858553.000000 Penalty: 3913.929199
	Iteration 10Q: 3 clusters Score -1.585855e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 150773 members 
Entering Unmasked Estep 
Score: -15859180.000000 Penalty: 3913.929199
	Iteration 11Q: 3 clusters Score -1.585918e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -15859666.000000 Penalty: 3913.929199
	Iteration 12Q: 3 clusters Score -1.585967e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 152375 members 
Entering Unmasked Estep 
Score: -15860025.000000 Penalty: 3913.929199
	Iteration 13Q: 3 clusters Score -1.586002e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 153155 members 
Entering Unmasked Estep 
Score: -15860310.000000 Penalty: 3913.929199
	Iteration 14Q: 3 clusters Score -1.586031e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 153926 members 
Entering Unmasked Estep 
Score: -15860483.000000 Penalty: 3913.929199
	Iteration 15Q: 3 clusters Score -1.586048e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 154735 members 
Entering Unmasked Estep 
Score: -15860761.000000 Penalty: 3913.929199
	Iteration 16Q: 3 clusters Score -1.586076e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 155539 members 
Entering Unmasked Estep 
Score: -15860988.000000 Penalty: 3913.929199
	Iteration 17Q: 3 clusters Score -1.586099e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 156342 members 
Entering Unmasked Estep 
Score: -15861223.000000 Penalty: 3913.929199
	Iteration 18Q: 3 clusters Score -1.586122e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 157135 members 
Entering Unmasked Estep 
Score: -15861328.000000 Penalty: 3913.929199
	Iteration 19Q: 3 clusters Score -1.586133e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -15861542.000000 Penalty: 3913.929199
	Iteration 20F: 3 clusters Score -1.586154e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 158691 members 
Entering Unmasked Estep 
Score: -15861784.000000 Penalty: 3913.929199
	Iteration 21Q: 3 clusters Score -1.586178e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 159424 members 
Entering Unmasked Estep 
Score: -15861918.000000 Penalty: 3913.929199
	Iteration 22Q: 3 clusters Score -1.586192e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 160132 members 
Entering Unmasked Estep 
Score: -15862006.000000 Penalty: 3913.929199
	Iteration 23Q: 3 clusters Score -1.586201e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 160800 members 
Entering Unmasked Estep 
Score: -15862141.000000 Penalty: 3913.929199
	Iteration 24Q: 3 clusters Score -1.586214e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -15862166.000000 Penalty: 3913.929199
	Iteration 25Q: 3 clusters Score -1.586217e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -15862271.000000 Penalty: 3913.929199
	Iteration 26Q: 3 clusters Score -1.586227e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 162498 members 
Entering Unmasked Estep 
Score: -15862269.000000 Penalty: 3913.929199
	Iteration 27Q: 3 clusters Score -1.586227e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 163001 members 
Entering Unmasked Estep 
Score: -15862305.000000 Penalty: 3913.929199
	Iteration 28Q: 3 clusters Score -1.58623e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 163428 members 
Entering Unmasked Estep 
Score: -15862336.000000 Penalty: 3913.929199
	Iteration 29Q: 3 clusters Score -1.586234e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -15862333.000000 Penalty: 3913.929199
	Iteration 30Q: 3 clusters Score -1.586233e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -15862341.000000 Penalty: 3913.929199
	Iteration 31Q: 3 clusters Score -1.586234e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 164437 members 
Entering Unmasked Estep 
Score: -15862375.000000 Penalty: 3913.929199
	Iteration 32Q: 3 clusters Score -1.586238e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 164694 members 
Entering Unmasked Estep 
Score: -15862351.000000 Penalty: 3913.929199
	Iteration 33Q: 3 clusters Score -1.586235e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -15862330.000000 Penalty: 3913.929199
	Iteration 34Q: 3 clusters Score -1.586233e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 165134 members 
Entering Unmasked Estep 
Score: -15862402.000000 Penalty: 3913.929199
	Iteration 35Q: 3 clusters Score -1.58624e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -15862357.000000 Penalty: 3913.929199
	Iteration 36Q: 3 clusters Score -1.586236e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -15862359.000000 Penalty: 3913.929199
	Iteration 37Q: 3 clusters Score -1.586236e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -15862326.000000 Penalty: 3913.929199
	Iteration 38Q: 3 clusters Score -1.586233e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 165725 members 
Entering Unmasked Estep 
Score: -15862327.000000 Penalty: 3913.929199
	Iteration 39Q: 3 clusters Score -1.586233e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 165822 members 
Entering Unmasked Estep 
Score: -15862315.000000 Penalty: 3913.929199
	Iteration 40F: 3 clusters Score -1.586232e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -15862266.000000 Penalty: 3913.929199
	Iteration 41Q: 3 clusters Score -1.586227e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 165976 members 
Entering Unmasked Estep 
Score: -15862280.000000 Penalty: 3913.929199
	Iteration 42Q: 3 clusters Score -1.586228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 166028 members 
Entering Unmasked Estep 
Score: -15862286.000000 Penalty: 3913.929199
	Iteration 43Q: 3 clusters Score -1.586229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 166071 members 
Entering Unmasked Estep 
Score: -15862296.000000 Penalty: 3913.929199
	Iteration 44Q: 3 clusters Score -1.58623e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 166117 members 
Entering Unmasked Estep 
Score: -15862269.000000 Penalty: 3913.929199
	Iteration 45Q: 3 clusters Score -1.586227e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -15862256.000000 Penalty: 3913.929199
	Iteration 46Q: 3 clusters Score -1.586226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 166189 members 
Entering Unmasked Estep 
Score: -15862245.000000 Penalty: 3913.929199
	Iteration 47Q: 3 clusters Score -1.586224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 166215 members 
Entering Unmasked Estep 
Score: -15862240.000000 Penalty: 3913.929199
	Iteration 48Q: 3 clusters Score -1.586224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 166242 members 
Entering Unmasked Estep 
Score: -15862232.000000 Penalty: 3913.929199
	Iteration 49Q: 3 clusters Score -1.586223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 166264 members 
Entering Unmasked Estep 
Score: -15862242.000000 Penalty: 3913.929199
	Iteration 50Q: 3 clusters Score -1.586224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 166282 members 
Entering Unmasked Estep 
Score: -15862238.000000 Penalty: 3913.929199
	Iteration 51Q: 3 clusters Score -1.586224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -15862245.000000 Penalty: 3913.929199
	Iteration 52Q: 3 clusters Score -1.586224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 166308 members 
Entering Unmasked Estep 
Score: -15862230.000000 Penalty: 3913.929199
	Iteration 53Q: 3 clusters Score -1.586223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 166322 members 
Entering Unmasked Estep 
Score: -15862231.000000 Penalty: 3913.929199
	Iteration 54Q: 3 clusters Score -1.586223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 166336 members 
Entering Unmasked Estep 
Score: -15862237.000000 Penalty: 3913.929199
	Iteration 55Q: 3 clusters Score -1.586224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 166352 members 
Entering Unmasked Estep 
Score: -15862226.000000 Penalty: 3913.929199
	Iteration 56Q: 3 clusters Score -1.586223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 166365 members 
Entering Unmasked Estep 
Score: -15862217.000000 Penalty: 3913.929199
	Iteration 57Q: 3 clusters Score -1.586222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -15862228.000000 Penalty: 3913.929199
	Iteration 58Q: 3 clusters Score -1.586223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 166384 members 
Entering Unmasked Estep 
Score: -15862226.000000 Penalty: 3913.929199
	Iteration 59Q: 3 clusters Score -1.586223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 166389 members 
Entering Unmasked Estep 
Score: -15862222.000000 Penalty: 3913.929199
	Iteration 60F: 3 clusters Score -1.586222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 166392 members 
Entering Unmasked Estep 
Score: -15862221.000000 Penalty: 3913.929199
	Iteration 61Q: 3 clusters Score -1.586222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 166396 members 
Entering Unmasked Estep 
Score: -15862226.000000 Penalty: 3913.929199
	Iteration 62Q: 3 clusters Score -1.586223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 166399 members 
Entering Unmasked Estep 
Score: -15862223.000000 Penalty: 3913.929199
	Iteration 63Q: 3 clusters Score -1.586222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -15862234.000000 Penalty: 3913.929199
	Iteration 64Q: 3 clusters Score -1.586223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -15862235.000000 Penalty: 3913.929199
	Iteration 65Q: 3 clusters Score -1.586224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 166403 members 
Entering Unmasked Estep 
Score: -15862234.000000 Penalty: 3913.929199
	Iteration 66Q: 3 clusters Score -1.586223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -15862234.000000 Penalty: 3913.929199
	Iteration 67Q: 3 clusters Score -1.586223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -15862231.000000 Penalty: 3913.929199
	Iteration 68Q: 3 clusters Score -1.586223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 166410 members 
Entering Unmasked Estep 
Score: -15862223.000000 Penalty: 3913.929199
	Iteration 69Q: 3 clusters Score -1.586222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -15862214.000000 Penalty: 3913.929199
	Iteration 70Q: 3 clusters Score -1.586221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -15862214.000000 Penalty: 3913.929199
	Iteration 71F: 3 clusters Score -1.586221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 10742 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54174 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 3470 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 166412 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304891 members 
Mstep: Class 20 contains 73232 members 
Mstep: Class 21 contains 638 members 
Entering Unmasked Estep 
Score: -66464756.000000 Penalty: 46052.835938
Splitting cluster 14 changes total score from -66464764.000000 to -66464756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (30047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Entering Unmasked Estep 
Score: -2850915.000000 Penalty: 1675.459229
	Iteration 0F: 2 clusters Score -2850915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2830752.750000 Penalty: 3350.918457
	Iteration 0F: 3 clusters Score -2830753 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2838405.250000 Penalty: 3350.918457
	Iteration 1F: 3 clusters Score -2838405 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2838867.250000 Penalty: 3350.918457
	Iteration 2Q: 3 clusters Score -2838867 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2839393.000000 Penalty: 3350.918457
	Iteration 3Q: 3 clusters Score -2839393 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2840146.000000 Penalty: 3350.918457
	Iteration 4Q: 3 clusters Score -2840146 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2841257.750000 Penalty: 3350.918457
	Iteration 5F: 3 clusters Score -2841258 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2842838.250000 Penalty: 3350.918457
	Iteration 6F: 3 clusters Score -2842838 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2844810.750000 Penalty: 3350.918457
	Iteration 7F: 3 clusters Score -2844811 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2846643.500000 Penalty: 3350.918457
	Iteration 8F: 3 clusters Score -2846644 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2847900.000000 Penalty: 3350.918457
	Iteration 9Q: 3 clusters Score -2847900 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2848689.000000 Penalty: 3350.918457
	Iteration 10Q: 3 clusters Score -2848689 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2849076.250000 Penalty: 3350.918457
	Iteration 11Q: 3 clusters Score -2849076 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2849270.500000 Penalty: 3350.918457
	Iteration 12Q: 3 clusters Score -2849270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2849388.250000 Penalty: 3350.918457
	Iteration 13Q: 3 clusters Score -2849388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2849478.250000 Penalty: 3350.918457
	Iteration 14Q: 3 clusters Score -2849478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2849544.250000 Penalty: 3350.918457
	Iteration 15Q: 3 clusters Score -2849544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2849600.000000 Penalty: 3350.918457
	Iteration 16Q: 3 clusters Score -2849600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2849631.250000 Penalty: 3350.918457
	Iteration 17Q: 3 clusters Score -2849631 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2849666.500000 Penalty: 3350.918457
	Iteration 18Q: 3 clusters Score -2849666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2849681.250000 Penalty: 3350.918457
	Iteration 19Q: 3 clusters Score -2849681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2849701.000000 Penalty: 3350.918457
	Iteration 20F: 3 clusters Score -2849701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2849708.250000 Penalty: 3350.918457
	Iteration 21Q: 3 clusters Score -2849708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2849720.000000 Penalty: 3350.918457
	Iteration 22Q: 3 clusters Score -2849720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2849732.000000 Penalty: 3350.918457
	Iteration 23Q: 3 clusters Score -2849732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2849733.000000 Penalty: 3350.918457
	Iteration 24Q: 3 clusters Score -2849733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2849741.250000 Penalty: 3350.918457
	Iteration 25Q: 3 clusters Score -2849741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2849750.500000 Penalty: 3350.918457
	Iteration 26Q: 3 clusters Score -2849750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2849761.750000 Penalty: 3350.918457
	Iteration 27Q: 3 clusters Score -2849762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2849761.750000 Penalty: 3350.918457
	Iteration 28Q: 3 clusters Score -2849762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2849769.000000 Penalty: 3350.918457
	Iteration 29Q: 3 clusters Score -2849769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2849770.500000 Penalty: 3350.918457
	Iteration 30Q: 3 clusters Score -2849770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2849771.500000 Penalty: 3350.918457
	Iteration 31Q: 3 clusters Score -2849772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2849772.000000 Penalty: 3350.918457
	Iteration 32Q: 3 clusters Score -2849772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2849778.000000 Penalty: 3350.918457
	Iteration 33Q: 3 clusters Score -2849778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2849782.500000 Penalty: 3350.918457
	Iteration 34Q: 3 clusters Score -2849782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2849780.500000 Penalty: 3350.918457
	Iteration 35Q: 3 clusters Score -2849780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2849787.000000 Penalty: 3350.918457
	Iteration 36Q: 3 clusters Score -2849787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2849784.750000 Penalty: 3350.918457
	Iteration 37Q: 3 clusters Score -2849785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2849786.500000 Penalty: 3350.918457
	Iteration 38Q: 3 clusters Score -2849786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2849786.750000 Penalty: 3350.918457
	Iteration 39Q: 3 clusters Score -2849787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2849789.000000 Penalty: 3350.918457
	Iteration 40F: 3 clusters Score -2849789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2849785.500000 Penalty: 3350.918457
	Iteration 41Q: 3 clusters Score -2849786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2849788.250000 Penalty: 3350.918457
	Iteration 42Q: 3 clusters Score -2849788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2849791.000000 Penalty: 3350.918457
	Iteration 43Q: 3 clusters Score -2849791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2849791.750000 Penalty: 3350.918457
	Iteration 44Q: 3 clusters Score -2849792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2849791.750000 Penalty: 3350.918457
	Iteration 45F: 3 clusters Score -2849792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Entering Unmasked Estep 
Score: -832854.187500 Penalty: 1478.181152
	Iteration 0F: 2 clusters Score -832854.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -826375.250000 Penalty: 2956.362305
	Iteration 0F: 3 clusters Score -826375.2 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -828404.250000 Penalty: 2956.362305
	Iteration 1F: 3 clusters Score -828404.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -828623.000000 Penalty: 2956.362305
	Iteration 2F: 3 clusters Score -828623 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -828768.750000 Penalty: 2956.362305
	Iteration 3Q: 3 clusters Score -828768.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -828873.125000 Penalty: 2956.362305
	Iteration 4Q: 3 clusters Score -828873.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -828964.062500 Penalty: 2956.362305
	Iteration 5Q: 3 clusters Score -828964.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -829038.687500 Penalty: 2956.362305
	Iteration 6Q: 3 clusters Score -829038.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -829099.875000 Penalty: 2956.362305
	Iteration 7Q: 3 clusters Score -829099.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -829166.187500 Penalty: 2956.362305
	Iteration 8Q: 3 clusters Score -829166.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -829245.250000 Penalty: 2956.362305
	Iteration 9Q: 3 clusters Score -829245.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -829313.687500 Penalty: 2956.362305
	Iteration 10Q: 3 clusters Score -829313.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -829369.187500 Penalty: 2956.362305
	Iteration 11Q: 3 clusters Score -829369.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -829435.250000 Penalty: 2956.362305
	Iteration 12Q: 3 clusters Score -829435.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -829509.250000 Penalty: 2956.362305
	Iteration 13Q: 3 clusters Score -829509.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -829615.875000 Penalty: 2956.362305
	Iteration 14Q: 3 clusters Score -829615.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -829735.687500 Penalty: 2956.362305
	Iteration 15Q: 3 clusters Score -829735.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -829886.937500 Penalty: 2956.362305
	Iteration 16Q: 3 clusters Score -829886.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -830059.500000 Penalty: 2956.362305
	Iteration 17Q: 3 clusters Score -830059.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -830267.125000 Penalty: 2956.362305
	Iteration 18Q: 3 clusters Score -830267.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -830475.937500 Penalty: 2956.362305
	Iteration 19Q: 3 clusters Score -830475.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -830670.187500 Penalty: 2956.362305
	Iteration 20F: 3 clusters Score -830670.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -830841.812500 Penalty: 2956.362305
	Iteration 21Q: 3 clusters Score -830841.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -830986.062500 Penalty: 2956.362305
	Iteration 22Q: 3 clusters Score -830986.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -831127.000000 Penalty: 2956.362305
	Iteration 23Q: 3 clusters Score -831127 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -831248.125000 Penalty: 2956.362305
	Iteration 24Q: 3 clusters Score -831248.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -831325.187500 Penalty: 2956.362305
	Iteration 25Q: 3 clusters Score -831325.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -831372.687500 Penalty: 2956.362305
	Iteration 26Q: 3 clusters Score -831372.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -831409.250000 Penalty: 2956.362305
	Iteration 27Q: 3 clusters Score -831409.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -831439.375000 Penalty: 2956.362305
	Iteration 28Q: 3 clusters Score -831439.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -831469.187500 Penalty: 2956.362305
	Iteration 29Q: 3 clusters Score -831469.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -831489.687500 Penalty: 2956.362305
	Iteration 30Q: 3 clusters Score -831489.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -831510.250000 Penalty: 2956.362305
	Iteration 31Q: 3 clusters Score -831510.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -831524.437500 Penalty: 2956.362305
	Iteration 32Q: 3 clusters Score -831524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -831534.062500 Penalty: 2956.362305
	Iteration 33Q: 3 clusters Score -831534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -831539.187500 Penalty: 2956.362305
	Iteration 34Q: 3 clusters Score -831539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -831541.687500 Penalty: 2956.362305
	Iteration 35Q: 3 clusters Score -831541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -831545.500000 Penalty: 2956.362305
	Iteration 36Q: 3 clusters Score -831545.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -831555.312500 Penalty: 2956.362305
	Iteration 37Q: 3 clusters Score -831555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -831560.500000 Penalty: 2956.362305
	Iteration 38Q: 3 clusters Score -831560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -831562.500000 Penalty: 2956.362305
	Iteration 39Q: 3 clusters Score -831562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -831563.437500 Penalty: 2956.362305
	Iteration 40F: 3 clusters Score -831563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -831563.750000 Penalty: 2956.362305
	Iteration 41Q: 3 clusters Score -831563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -831565.312500 Penalty: 2956.362305
	Iteration 42Q: 3 clusters Score -831565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -831567.312500 Penalty: 2956.362305
	Iteration 43Q: 3 clusters Score -831567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -831570.062500 Penalty: 2956.362305
	Iteration 44Q: 3 clusters Score -831570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -831572.687500 Penalty: 2956.362305
	Iteration 45Q: 3 clusters Score -831572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -831575.375000 Penalty: 2956.362305
	Iteration 46Q: 3 clusters Score -831575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -831577.312500 Penalty: 2956.362305
	Iteration 47Q: 3 clusters Score -831577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -831581.312500 Penalty: 2956.362305
	Iteration 48Q: 3 clusters Score -831581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -831583.125000 Penalty: 2956.362305
	Iteration 49Q: 3 clusters Score -831583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -831586.250000 Penalty: 2956.362305
	Iteration 50Q: 3 clusters Score -831586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -831586.250000 Penalty: 2956.362305
	Iteration 51F: 3 clusters Score -831586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -38002.863281 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -38002.86 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 260 members 
Entering Unmasked Estep 
Score: -37030.675781 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -37030.68 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37345.636719 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -37345.64 nChanged 54
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: -37459.878906 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -37459.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37592.460938 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -37592.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37738.449219 Penalty: 2040.519531
	Iteration 4F: 3 clusters Score -37738.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37837.203125 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -37837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37927.093750 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -37927.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37955.242188 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -37955.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37973.167969 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -37973.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37980.527344 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -37980.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37987.597656 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -37987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37989.851562 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -37989.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37991.769531 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -37991.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37991.769531 Penalty: 2040.519531
	Iteration 13F: 3 clusters Score -37991.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304891 members 
Entering Unmasked Estep 
Score: -28373662.000000 Penalty: 2052.002686
	Iteration 0F: 2 clusters Score -2.837366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 152990 members 
Entering Unmasked Estep 
Score: -28177504.000000 Penalty: 4104.005371
	Iteration 0F: 3 clusters Score -2.81775e+07 nChanged 149130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -28268750.000000 Penalty: 4104.005371
	Iteration 1F: 3 clusters Score -2.826875e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 176296 members 
Entering Unmasked Estep 
Score: -28272032.000000 Penalty: 4104.005371
	Iteration 2Q: 3 clusters Score -2.827203e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -28278246.000000 Penalty: 4104.005371
	Iteration 3Q: 3 clusters Score -2.827825e+07 nChanged 20164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 209771 members 
Entering Unmasked Estep 
Score: -28290978.000000 Penalty: 4104.005371
	Iteration 4F: 3 clusters Score -2.829098e+07 nChanged 26991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 236716 members 
Entering Unmasked Estep 
Score: -28313176.000000 Penalty: 4104.005371
	Iteration 5F: 3 clusters Score -2.831318e+07 nChanged 29920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 266626 members 
Entering Unmasked Estep 
Score: -28341010.000000 Penalty: 4104.005371
	Iteration 6F: 3 clusters Score -2.834101e+07 nChanged 22882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 289502 members 
Entering Unmasked Estep 
Score: -28363090.000000 Penalty: 4104.005371
	Iteration 7F: 3 clusters Score -2.836309e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 300281 members 
Entering Unmasked Estep 
Score: -28371044.000000 Penalty: 4104.005371
	Iteration 8Q: 3 clusters Score -2.837104e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 303522 members 
Entering Unmasked Estep 
Score: -28371892.000000 Penalty: 4104.005371
	Iteration 9Q: 3 clusters Score -2.837189e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 304270 members 
Entering Unmasked Estep 
Score: -28372132.000000 Penalty: 4104.005371
	Iteration 10Q: 3 clusters Score -2.837213e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 304423 members 
Entering Unmasked Estep 
Score: -28372246.000000 Penalty: 4104.005371
	Iteration 11Q: 3 clusters Score -2.837225e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 304429 members 
Entering Unmasked Estep 
Score: -28372360.000000 Penalty: 4104.005371
	Iteration 12Q: 3 clusters Score -2.837236e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 304414 members 
Entering Unmasked Estep 
Score: -28372484.000000 Penalty: 4104.005371
	Iteration 13Q: 3 clusters Score -2.837248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 304382 members 
Entering Unmasked Estep 
Score: -28372588.000000 Penalty: 4104.005371
	Iteration 14Q: 3 clusters Score -2.837259e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 304355 members 
Entering Unmasked Estep 
Score: -28372606.000000 Penalty: 4104.005371
	Iteration 15Q: 3 clusters Score -2.837261e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 304330 members 
Entering Unmasked Estep 
Score: -28372688.000000 Penalty: 4104.005371
	Iteration 16Q: 3 clusters Score -2.837269e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 304308 members 
Entering Unmasked Estep 
Score: -28372706.000000 Penalty: 4104.005371
	Iteration 17Q: 3 clusters Score -2.837271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 304284 members 
Entering Unmasked Estep 
Score: -28372772.000000 Penalty: 4104.005371
	Iteration 18Q: 3 clusters Score -2.837277e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 304261 members 
Entering Unmasked Estep 
Score: -28372818.000000 Penalty: 4104.005371
	Iteration 19Q: 3 clusters Score -2.837282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 304233 members 
Entering Unmasked Estep 
Score: -28372896.000000 Penalty: 4104.005371
	Iteration 20F: 3 clusters Score -2.83729e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 304201 members 
Entering Unmasked Estep 
Score: -28372944.000000 Penalty: 4104.005371
	Iteration 21Q: 3 clusters Score -2.837294e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 304174 members 
Entering Unmasked Estep 
Score: -28372990.000000 Penalty: 4104.005371
	Iteration 22Q: 3 clusters Score -2.837299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 304152 members 
Entering Unmasked Estep 
Score: -28373044.000000 Penalty: 4104.005371
	Iteration 23Q: 3 clusters Score -2.837304e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 304125 members 
Entering Unmasked Estep 
Score: -28373104.000000 Penalty: 4104.005371
	Iteration 24Q: 3 clusters Score -2.83731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 304093 members 
Entering Unmasked Estep 
Score: -28373120.000000 Penalty: 4104.005371
	Iteration 25Q: 3 clusters Score -2.837312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 304070 members 
Entering Unmasked Estep 
Score: -28373122.000000 Penalty: 4104.005371
	Iteration 26Q: 3 clusters Score -2.837312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 304043 members 
Entering Unmasked Estep 
Score: -28373170.000000 Penalty: 4104.005371
	Iteration 27Q: 3 clusters Score -2.837317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 304019 members 
Entering Unmasked Estep 
Score: -28373174.000000 Penalty: 4104.005371
	Iteration 28Q: 3 clusters Score -2.837317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 304000 members 
Entering Unmasked Estep 
Score: -28373196.000000 Penalty: 4104.005371
	Iteration 29Q: 3 clusters Score -2.83732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 303983 members 
Entering Unmasked Estep 
Score: -28373242.000000 Penalty: 4104.005371
	Iteration 30Q: 3 clusters Score -2.837324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 303963 members 
Entering Unmasked Estep 
Score: -28373256.000000 Penalty: 4104.005371
	Iteration 31Q: 3 clusters Score -2.837326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 303950 members 
Entering Unmasked Estep 
Score: -28373268.000000 Penalty: 4104.005371
	Iteration 32Q: 3 clusters Score -2.837327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 303925 members 
Entering Unmasked Estep 
Score: -28373292.000000 Penalty: 4104.005371
	Iteration 33Q: 3 clusters Score -2.837329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 303912 members 
Entering Unmasked Estep 
Score: -28373294.000000 Penalty: 4104.005371
	Iteration 34Q: 3 clusters Score -2.837329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 303899 members 
Entering Unmasked Estep 
Score: -28373308.000000 Penalty: 4104.005371
	Iteration 35Q: 3 clusters Score -2.837331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 303889 members 
Entering Unmasked Estep 
Score: -28373310.000000 Penalty: 4104.005371
	Iteration 36Q: 3 clusters Score -2.837331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 303881 members 
Entering Unmasked Estep 
Score: -28373304.000000 Penalty: 4104.005371
	Iteration 37Q: 3 clusters Score -2.83733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 303872 members 
Entering Unmasked Estep 
Score: -28373310.000000 Penalty: 4104.005371
	Iteration 38Q: 3 clusters Score -2.837331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 303864 members 
Entering Unmasked Estep 
Score: -28373288.000000 Penalty: 4104.005371
	Iteration 39Q: 3 clusters Score -2.837329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 303851 members 
Entering Unmasked Estep 
Score: -28373322.000000 Penalty: 4104.005371
	Iteration 40F: 3 clusters Score -2.837332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 303828 members 
Entering Unmasked Estep 
Score: -28373346.000000 Penalty: 4104.005371
	Iteration 41Q: 3 clusters Score -2.837335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 303812 members 
Entering Unmasked Estep 
Score: -28373358.000000 Penalty: 4104.005371
	Iteration 42Q: 3 clusters Score -2.837336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 303802 members 
Entering Unmasked Estep 
Score: -28373346.000000 Penalty: 4104.005371
	Iteration 43Q: 3 clusters Score -2.837335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 303792 members 
Entering Unmasked Estep 
Score: -28373372.000000 Penalty: 4104.005371
	Iteration 44Q: 3 clusters Score -2.837337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 303780 members 
Entering Unmasked Estep 
Score: -28373382.000000 Penalty: 4104.005371
	Iteration 45Q: 3 clusters Score -2.837338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 303774 members 
Entering Unmasked Estep 
Score: -28373382.000000 Penalty: 4104.005371
	Iteration 46Q: 3 clusters Score -2.837338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 303770 members 
Entering Unmasked Estep 
Score: -28373378.000000 Penalty: 4104.005371
	Iteration 47Q: 3 clusters Score -2.837338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 303767 members 
Entering Unmasked Estep 
Score: -28373400.000000 Penalty: 4104.005371
	Iteration 48Q: 3 clusters Score -2.83734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 303766 members 
Entering Unmasked Estep 
Score: -28373386.000000 Penalty: 4104.005371
	Iteration 49Q: 3 clusters Score -2.837339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 303765 members 
Entering Unmasked Estep 
Score: -28373384.000000 Penalty: 4104.005371
	Iteration 50Q: 3 clusters Score -2.837338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 303762 members 
Entering Unmasked Estep 
Score: -28373384.000000 Penalty: 4104.005371
	Iteration 51Q: 3 clusters Score -2.837338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 303760 members 
Entering Unmasked Estep 
Score: -28373378.000000 Penalty: 4104.005371
	Iteration 52Q: 3 clusters Score -2.837338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 303756 members 
Entering Unmasked Estep 
Score: -28373388.000000 Penalty: 4104.005371
	Iteration 53Q: 3 clusters Score -2.837339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 303754 members 
Entering Unmasked Estep 
Score: -28373372.000000 Penalty: 4104.005371
	Iteration 54Q: 3 clusters Score -2.837337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 303754 members 
Entering Unmasked Estep 
Score: -28373372.000000 Penalty: 4104.005371
	Iteration 55F: 3 clusters Score -2.837337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (73232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Entering Unmasked Estep 
Score: -6969856.000000 Penalty: 1820.225464
	Iteration 0F: 2 clusters Score -6969856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -6921073.000000 Penalty: 3640.450928
	Iteration 0F: 3 clusters Score -6921073 nChanged 34714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -6941147.000000 Penalty: 3640.450928
	Iteration 1F: 3 clusters Score -6941147 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -6942182.000000 Penalty: 3640.450928
	Iteration 2Q: 3 clusters Score -6942182 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -6943884.000000 Penalty: 3640.450928
	Iteration 3Q: 3 clusters Score -6943884 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6946997.500000 Penalty: 3640.450928
	Iteration 4F: 3 clusters Score -6946998 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -6952152.000000 Penalty: 3640.450928
	Iteration 5F: 3 clusters Score -6952152 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -6958781.000000 Penalty: 3640.450928
	Iteration 6F: 3 clusters Score -6958781 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -6964191.000000 Penalty: 3640.450928
	Iteration 7F: 3 clusters Score -6964191 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6966936.000000 Penalty: 3640.450928
	Iteration 8Q: 3 clusters Score -6966936 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6967788.000000 Penalty: 3640.450928
	Iteration 9Q: 3 clusters Score -6967788 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6968033.000000 Penalty: 3640.450928
	Iteration 10Q: 3 clusters Score -6968033 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6968130.000000 Penalty: 3640.450928
	Iteration 11Q: 3 clusters Score -6968130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6968193.000000 Penalty: 3640.450928
	Iteration 12Q: 3 clusters Score -6968193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6968239.000000 Penalty: 3640.450928
	Iteration 13Q: 3 clusters Score -6968239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6968244.500000 Penalty: 3640.450928
	Iteration 14Q: 3 clusters Score -6968244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6968259.000000 Penalty: 3640.450928
	Iteration 15Q: 3 clusters Score -6968259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6968259.000000 Penalty: 3640.450928
	Iteration 16Q: 3 clusters Score -6968259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6968265.000000 Penalty: 3640.450928
	Iteration 17Q: 3 clusters Score -6968265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6968266.500000 Penalty: 3640.450928
	Iteration 18Q: 3 clusters Score -6968266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6968266.500000 Penalty: 3640.450928
	Iteration 19F: 3 clusters Score -6968266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -50819.117188 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -50819.12 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 293 members 
Entering Unmasked Estep 
Score: -49723.703125 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -49723.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50057.457031 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -50057.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50218.890625 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -50218.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -50329.972656 Penalty: 2098.959961
	Iteration 3F: 3 clusters Score -50329.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -50410.843750 Penalty: 2098.959961
	Iteration 4F: 3 clusters Score -50410.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50483.609375 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -50483.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50527.996094 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -50528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -50559.816406 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -50559.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50585.167969 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -50585.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -50596.570312 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -50596.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -50614.953125 Penalty: 2098.959961
	Iteration 10Q: 3 clusters Score -50614.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -50662.621094 Penalty: 2098.959961
	Iteration 11Q: 3 clusters Score -50662.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -50687.152344 Penalty: 2098.959961
	Iteration 12Q: 3 clusters Score -50687.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -50745.121094 Penalty: 2098.959961
	Iteration 13Q: 3 clusters Score -50745.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -50873.675781 Penalty: 2098.959961
	Iteration 14Q: 3 clusters Score -50873.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -50974.007812 Penalty: 2098.959961
	Iteration 15Q: 3 clusters Score -50974.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -50995.226562 Penalty: 2098.959961
	Iteration 16Q: 3 clusters Score -50995.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -51009.746094 Penalty: 2098.959961
	Iteration 17Q: 3 clusters Score -51009.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -51013.664062 Penalty: 2098.959961
	Iteration 18Q: 3 clusters Score -51013.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -51015.484375 Penalty: 2098.959961
	Iteration 19Q: 3 clusters Score -51015.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -51020.835938 Penalty: 2098.959961
	Iteration 20F: 3 clusters Score -51020.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -51028.515625 Penalty: 2098.959961
	Iteration 21Q: 3 clusters Score -51028.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -51032.304688 Penalty: 2098.959961
	Iteration 22Q: 3 clusters Score -51032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -51034.300781 Penalty: 2098.959961
	Iteration 23Q: 3 clusters Score -51034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -51034.300781 Penalty: 2098.959961
	Iteration 24F: 3 clusters Score -51034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 10742 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54174 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 169882 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304891 members 
Mstep: Class 20 contains 73232 members 
Mstep: Class 21 contains 151 members 
Entering Unmasked Estep 
Score: -66463800.000000 Penalty: 46052.835938
Splitting cluster 21 changes total score from -66464764.000000 to -66463800.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 10742 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54174 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 169882 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304891 members 
Mstep: Class 20 contains 73232 members 
Mstep: Class 21 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464736.000000 Penalty: 43859.843750
Iteration 119Q: 21 clusters Score -6.646474e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14177 members 
Mstep: Class 3 contains 10745 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54171 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 169883 members 
Mstep: Class 15 contains 30048 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304887 members 
Mstep: Class 20 contains 73236 members 
Mstep: Class 21 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464748.000000 Penalty: 43859.843750
Iteration 120F: 21 clusters Score -6.646475e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14194 members 
Mstep: Class 3 contains 10748 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5120 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54171 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12559 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 169889 members 
Mstep: Class 15 contains 30048 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304868 members 
Mstep: Class 20 contains 73236 members 
Mstep: Class 21 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464844.000000 Penalty: 43859.843750
Iteration 121Q: 21 clusters Score -6.646484e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14205 members 
Mstep: Class 3 contains 10753 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54172 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12574 members 
Mstep: Class 13 contains 2976 members 
Mstep: Class 14 contains 169893 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304864 members 
Mstep: Class 20 contains 73235 members 
Mstep: Class 21 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464808.000000 Penalty: 43859.843750
Iteration 122Q: 21 clusters Score -6.646481e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14217 members 
Mstep: Class 3 contains 10752 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54172 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 169899 members 
Mstep: Class 15 contains 30049 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304850 members 
Mstep: Class 20 contains 73234 members 
Mstep: Class 21 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464864.000000 Penalty: 43859.843750
Iteration 123Q: 21 clusters Score -6.646486e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14212 members 
Mstep: Class 3 contains 10759 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54171 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 169906 members 
Mstep: Class 15 contains 30049 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304841 members 
Mstep: Class 20 contains 73232 members 
Mstep: Class 21 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464868.000000 Penalty: 43859.843750
Iteration 124Q: 21 clusters Score -6.646487e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14221 members 
Mstep: Class 3 contains 10762 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54169 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12644 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 169911 members 
Mstep: Class 15 contains 30048 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304828 members 
Mstep: Class 20 contains 73234 members 
Mstep: Class 21 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464932.000000 Penalty: 43859.843750
Iteration 125Q: 21 clusters Score -6.646493e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 10762 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54168 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12666 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 169919 members 
Mstep: Class 15 contains 30048 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304813 members 
Mstep: Class 20 contains 73231 members 
Mstep: Class 21 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465000.000000 Penalty: 43859.843750
Iteration 126Q: 21 clusters Score -6.6465e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12682 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 169920 members 
Mstep: Class 15 contains 30049 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304794 members 
Mstep: Class 20 contains 73228 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464952.000000 Penalty: 43859.843750
Iteration 127Q: 21 clusters Score -6.646495e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 10757 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 169931 members 
Mstep: Class 15 contains 30048 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304788 members 
Mstep: Class 20 contains 73223 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464980.000000 Penalty: 43859.843750
Iteration 128Q: 21 clusters Score -6.646498e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 169937 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304782 members 
Mstep: Class 20 contains 73218 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465028.000000 Penalty: 43859.843750
Iteration 129Q: 21 clusters Score -6.646503e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 10741 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54166 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 14 contains 169944 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304774 members 
Mstep: Class 20 contains 73213 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464992.000000 Penalty: 43859.843750
Iteration 130Q: 21 clusters Score -6.646499e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14270 members 
Mstep: Class 3 contains 10738 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12754 members 
Mstep: Class 13 contains 2826 members 
Mstep: Class 14 contains 169946 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304773 members 
Mstep: Class 20 contains 73208 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464960.000000 Penalty: 43859.843750
Iteration 131Q: 21 clusters Score -6.646496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14273 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12766 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 169949 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304770 members 
Mstep: Class 20 contains 73207 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465008.000000 Penalty: 43859.843750
Iteration 132Q: 21 clusters Score -6.646501e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12780 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 169947 members 
Mstep: Class 15 contains 30045 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304770 members 
Mstep: Class 20 contains 73208 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465036.000000 Penalty: 43859.843750
Iteration 133Q: 21 clusters Score -6.646504e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14288 members 
Mstep: Class 3 contains 10722 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54164 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12803 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 169945 members 
Mstep: Class 15 contains 30045 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304767 members 
Mstep: Class 20 contains 73210 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465012.000000 Penalty: 43859.843750
Iteration 134Q: 21 clusters Score -6.646501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 10706 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54162 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12835 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 169948 members 
Mstep: Class 15 contains 30045 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304756 members 
Mstep: Class 20 contains 73212 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465036.000000 Penalty: 43859.843750
Iteration 135Q: 21 clusters Score -6.646504e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14293 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54161 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12863 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 169951 members 
Mstep: Class 15 contains 30044 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304748 members 
Mstep: Class 20 contains 73213 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465120.000000 Penalty: 43859.843750
Iteration 136Q: 21 clusters Score -6.646512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 10672 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34327 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54161 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12878 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 169956 members 
Mstep: Class 15 contains 30043 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304752 members 
Mstep: Class 20 contains 73212 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465112.000000 Penalty: 43859.843750
Iteration 137Q: 21 clusters Score -6.646511e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 10657 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34327 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54160 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12898 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 169960 members 
Mstep: Class 15 contains 30044 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304742 members 
Mstep: Class 20 contains 73210 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465204.000000 Penalty: 43859.843750
Iteration 138Q: 21 clusters Score -6.64652e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 10649 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5112 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34326 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54162 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12916 members 
Mstep: Class 13 contains 2744 members 
Mstep: Class 14 contains 169963 members 
Mstep: Class 15 contains 30047 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304723 members 
Mstep: Class 20 contains 73209 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465212.000000 Penalty: 43859.843750
Iteration 139Q: 21 clusters Score -6.646521e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14322 members 
Mstep: Class 3 contains 10634 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34326 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54162 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12925 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 169965 members 
Mstep: Class 15 contains 30044 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304730 members 
Mstep: Class 20 contains 73207 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465268.000000 Penalty: 43859.843750
Iteration 140F: 21 clusters Score -6.646527e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 10623 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34326 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54163 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12940 members 
Mstep: Class 13 contains 2734 members 
Mstep: Class 14 contains 169963 members 
Mstep: Class 15 contains 30042 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304732 members 
Mstep: Class 20 contains 73203 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465284.000000 Penalty: 43859.843750
Iteration 141Q: 21 clusters Score -6.646528e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14321 members 
Mstep: Class 3 contains 10616 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5125 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54161 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12959 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 169962 members 
Mstep: Class 15 contains 30040 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304724 members 
Mstep: Class 20 contains 73202 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465264.000000 Penalty: 43859.843750
Iteration 142Q: 21 clusters Score -6.646526e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14321 members 
Mstep: Class 3 contains 10606 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54162 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12974 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 169969 members 
Mstep: Class 15 contains 30039 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304718 members 
Mstep: Class 20 contains 73196 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465240.000000 Penalty: 43859.843750
Iteration 143Q: 21 clusters Score -6.646524e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 10594 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34329 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54162 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 12990 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 169969 members 
Mstep: Class 15 contains 30037 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304722 members 
Mstep: Class 20 contains 73193 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465220.000000 Penalty: 43859.843750
Iteration 144Q: 21 clusters Score -6.646522e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 10590 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5124 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34330 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54162 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13004 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 169971 members 
Mstep: Class 15 contains 30037 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304716 members 
Mstep: Class 20 contains 73193 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465208.000000 Penalty: 43859.843750
Iteration 145Q: 21 clusters Score -6.646521e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 10588 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5121 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34331 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54160 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13012 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 169976 members 
Mstep: Class 15 contains 30036 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304712 members 
Mstep: Class 20 contains 73189 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465180.000000 Penalty: 43859.843750
Iteration 146Q: 21 clusters Score -6.646518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 10589 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34332 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54159 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 169978 members 
Mstep: Class 15 contains 30032 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304714 members 
Mstep: Class 20 contains 73190 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465180.000000 Penalty: 43859.843750
Iteration 147Q: 21 clusters Score -6.646518e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34333 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54159 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13016 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 169982 members 
Mstep: Class 15 contains 30029 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304714 members 
Mstep: Class 20 contains 73187 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465216.000000 Penalty: 43859.843750
Iteration 148Q: 21 clusters Score -6.646522e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14336 members 
Mstep: Class 3 contains 10587 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34334 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54158 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13020 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 169978 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304720 members 
Mstep: Class 20 contains 73185 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465208.000000 Penalty: 43859.843750
Iteration 149Q: 21 clusters Score -6.646521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34338 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54156 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13024 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 169975 members 
Mstep: Class 15 contains 30031 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304724 members 
Mstep: Class 20 contains 73182 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465208.000000 Penalty: 43859.843750
Iteration 150Q: 21 clusters Score -6.646521e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54155 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13034 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 169974 members 
Mstep: Class 15 contains 30030 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304717 members 
Mstep: Class 20 contains 73181 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465248.000000 Penalty: 43859.843750
Iteration 151Q: 21 clusters Score -6.646525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 10581 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34339 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54153 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 169972 members 
Mstep: Class 15 contains 30029 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304723 members 
Mstep: Class 20 contains 73179 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465244.000000 Penalty: 43859.843750
Iteration 152Q: 21 clusters Score -6.646524e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 10580 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34340 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54151 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13039 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 169976 members 
Mstep: Class 15 contains 30029 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304719 members 
Mstep: Class 20 contains 73177 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465276.000000 Penalty: 43859.843750
Iteration 153Q: 21 clusters Score -6.646528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54148 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13045 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 169978 members 
Mstep: Class 15 contains 30027 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304718 members 
Mstep: Class 20 contains 73175 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465264.000000 Penalty: 43859.843750
Iteration 154Q: 21 clusters Score -6.646526e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14367 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54145 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13049 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 169974 members 
Mstep: Class 15 contains 30024 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304727 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465240.000000 Penalty: 43859.843750
Iteration 155Q: 21 clusters Score -6.646524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 10577 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54144 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13055 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 169977 members 
Mstep: Class 15 contains 30022 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304723 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465256.000000 Penalty: 43859.843750
Iteration 156Q: 21 clusters Score -6.646526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54144 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13059 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 169982 members 
Mstep: Class 15 contains 30018 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304721 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465268.000000 Penalty: 43859.843750
Iteration 157Q: 21 clusters Score -6.646527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14380 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54144 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 169986 members 
Mstep: Class 15 contains 30014 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304720 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465312.000000 Penalty: 43859.843750
Iteration 158Q: 21 clusters Score -6.646531e+07 nChanged 37
Entering ConstructFrom: 
Score: -66465312.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -19078.751953 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -19078.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18273.173828 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -18273.17 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18534.775391 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -18534.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18658.300781 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -18658.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18690.507812 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -18690.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18708.070312 Penalty: 1905.680176
	Iteration 4Q: 3 clusters Score -18708.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18713.291016 Penalty: 1905.680176
	Iteration 5Q: 3 clusters Score -18713.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18724.146484 Penalty: 1905.680176
	Iteration 6Q: 3 clusters Score -18724.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18724.146484 Penalty: 1905.680176
	Iteration 7F: 3 clusters Score -18724.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Entering Unmasked Estep 
Score: -1262944.375000 Penalty: 1555.675049
	Iteration 0F: 2 clusters Score -1262944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1252960.875000 Penalty: 3111.350098
	Iteration 0F: 3 clusters Score -1252961 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1256356.250000 Penalty: 3111.350098
	Iteration 1F: 3 clusters Score -1256356 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1256672.000000 Penalty: 3111.350098
	Iteration 2F: 3 clusters Score -1256672 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1256960.500000 Penalty: 3111.350098
	Iteration 3Q: 3 clusters Score -1256960 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1257262.375000 Penalty: 3111.350098
	Iteration 4Q: 3 clusters Score -1257262 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1257579.250000 Penalty: 3111.350098
	Iteration 5Q: 3 clusters Score -1257579 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1257930.750000 Penalty: 3111.350098
	Iteration 6Q: 3 clusters Score -1257931 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1258329.125000 Penalty: 3111.350098
	Iteration 7Q: 3 clusters Score -1258329 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1258822.000000 Penalty: 3111.350098
	Iteration 8F: 3 clusters Score -1258822 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1259339.250000 Penalty: 3111.350098
	Iteration 9F: 3 clusters Score -1259339 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1259799.875000 Penalty: 3111.350098
	Iteration 10F: 3 clusters Score -1259800 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1260086.500000 Penalty: 3111.350098
	Iteration 11Q: 3 clusters Score -1260086 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1260273.125000 Penalty: 3111.350098
	Iteration 12Q: 3 clusters Score -1260273 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1260406.125000 Penalty: 3111.350098
	Iteration 13Q: 3 clusters Score -1260406 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1260503.125000 Penalty: 3111.350098
	Iteration 14Q: 3 clusters Score -1260503 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1260566.875000 Penalty: 3111.350098
	Iteration 15Q: 3 clusters Score -1260567 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1260614.125000 Penalty: 3111.350098
	Iteration 16Q: 3 clusters Score -1260614 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1260657.125000 Penalty: 3111.350098
	Iteration 17Q: 3 clusters Score -1260657 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1260696.875000 Penalty: 3111.350098
	Iteration 18Q: 3 clusters Score -1260697 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1260730.250000 Penalty: 3111.350098
	Iteration 19Q: 3 clusters Score -1260730 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1260754.625000 Penalty: 3111.350098
	Iteration 20F: 3 clusters Score -1260755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1260771.625000 Penalty: 3111.350098
	Iteration 21Q: 3 clusters Score -1260772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1260785.875000 Penalty: 3111.350098
	Iteration 22Q: 3 clusters Score -1260786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1260787.875000 Penalty: 3111.350098
	Iteration 23Q: 3 clusters Score -1260788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1260806.500000 Penalty: 3111.350098
	Iteration 24Q: 3 clusters Score -1260806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1260811.375000 Penalty: 3111.350098
	Iteration 25Q: 3 clusters Score -1260811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1260813.750000 Penalty: 3111.350098
	Iteration 26Q: 3 clusters Score -1260814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1260822.125000 Penalty: 3111.350098
	Iteration 27Q: 3 clusters Score -1260822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1260822.625000 Penalty: 3111.350098
	Iteration 28Q: 3 clusters Score -1260823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1260828.500000 Penalty: 3111.350098
	Iteration 29Q: 3 clusters Score -1260828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1260831.250000 Penalty: 3111.350098
	Iteration 30Q: 3 clusters Score -1260831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1260833.750000 Penalty: 3111.350098
	Iteration 31Q: 3 clusters Score -1260834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1260834.875000 Penalty: 3111.350098
	Iteration 32Q: 3 clusters Score -1260835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1260835.625000 Penalty: 3111.350098
	Iteration 33Q: 3 clusters Score -1260836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1260837.250000 Penalty: 3111.350098
	Iteration 34Q: 3 clusters Score -1260837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1260843.250000 Penalty: 3111.350098
	Iteration 35Q: 3 clusters Score -1260843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1260846.250000 Penalty: 3111.350098
	Iteration 36Q: 3 clusters Score -1260846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1260847.250000 Penalty: 3111.350098
	Iteration 37Q: 3 clusters Score -1260847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1260849.875000 Penalty: 3111.350098
	Iteration 38Q: 3 clusters Score -1260850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1260853.875000 Penalty: 3111.350098
	Iteration 39Q: 3 clusters Score -1260854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1260851.250000 Penalty: 3111.350098
	Iteration 40F: 3 clusters Score -1260851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1260850.625000 Penalty: 3111.350098
	Iteration 41Q: 3 clusters Score -1260851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1260851.750000 Penalty: 3111.350098
	Iteration 42Q: 3 clusters Score -1260852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1260852.250000 Penalty: 3111.350098
	Iteration 43Q: 3 clusters Score -1260852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1260855.000000 Penalty: 3111.350098
	Iteration 44Q: 3 clusters Score -1260855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1260858.250000 Penalty: 3111.350098
	Iteration 45Q: 3 clusters Score -1260858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1260858.000000 Penalty: 3111.350098
	Iteration 46Q: 3 clusters Score -1260858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1260855.250000 Penalty: 3111.350098
	Iteration 47Q: 3 clusters Score -1260855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1260856.500000 Penalty: 3111.350098
	Iteration 48Q: 3 clusters Score -1260856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1260858.875000 Penalty: 3111.350098
	Iteration 49Q: 3 clusters Score -1260859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1260859.875000 Penalty: 3111.350098
	Iteration 50Q: 3 clusters Score -1260860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1260864.625000 Penalty: 3111.350098
	Iteration 51Q: 3 clusters Score -1260865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1260864.250000 Penalty: 3111.350098
	Iteration 52Q: 3 clusters Score -1260864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1260865.000000 Penalty: 3111.350098
	Iteration 53Q: 3 clusters Score -1260865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1260865.125000 Penalty: 3111.350098
	Iteration 54Q: 3 clusters Score -1260865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1260863.750000 Penalty: 3111.350098
	Iteration 55Q: 3 clusters Score -1260864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1260863.125000 Penalty: 3111.350098
	Iteration 56Q: 3 clusters Score -1260863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1260863.125000 Penalty: 3111.350098
	Iteration 57F: 3 clusters Score -1260863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Entering Unmasked Estep 
Score: -974577.375000 Penalty: 1505.826782
	Iteration 0F: 2 clusters Score -974577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -967121.062500 Penalty: 3011.653564
	Iteration 0F: 3 clusters Score -967121.1 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -969512.687500 Penalty: 3011.653564
	Iteration 1F: 3 clusters Score -969512.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -969748.437500 Penalty: 3011.653564
	Iteration 2F: 3 clusters Score -969748.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -969905.812500 Penalty: 3011.653564
	Iteration 3Q: 3 clusters Score -969905.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -970029.437500 Penalty: 3011.653564
	Iteration 4Q: 3 clusters Score -970029.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -970123.687500 Penalty: 3011.653564
	Iteration 5Q: 3 clusters Score -970123.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -970210.875000 Penalty: 3011.653564
	Iteration 6Q: 3 clusters Score -970210.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -970297.125000 Penalty: 3011.653564
	Iteration 7Q: 3 clusters Score -970297.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -970403.750000 Penalty: 3011.653564
	Iteration 8Q: 3 clusters Score -970403.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -970505.500000 Penalty: 3011.653564
	Iteration 9Q: 3 clusters Score -970505.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -970608.437500 Penalty: 3011.653564
	Iteration 10Q: 3 clusters Score -970608.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -970769.625000 Penalty: 3011.653564
	Iteration 11Q: 3 clusters Score -970769.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -970966.375000 Penalty: 3011.653564
	Iteration 12Q: 3 clusters Score -970966.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -971237.625000 Penalty: 3011.653564
	Iteration 13Q: 3 clusters Score -971237.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -971578.500000 Penalty: 3011.653564
	Iteration 14Q: 3 clusters Score -971578.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -971992.625000 Penalty: 3011.653564
	Iteration 15Q: 3 clusters Score -971992.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -972429.687500 Penalty: 3011.653564
	Iteration 16Q: 3 clusters Score -972429.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -972733.500000 Penalty: 3011.653564
	Iteration 17Q: 3 clusters Score -972733.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -972913.312500 Penalty: 3011.653564
	Iteration 18Q: 3 clusters Score -972913.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -973021.125000 Penalty: 3011.653564
	Iteration 19Q: 3 clusters Score -973021.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -973095.687500 Penalty: 3011.653564
	Iteration 20F: 3 clusters Score -973095.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -973157.125000 Penalty: 3011.653564
	Iteration 21Q: 3 clusters Score -973157.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -973190.312500 Penalty: 3011.653564
	Iteration 22Q: 3 clusters Score -973190.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -973209.812500 Penalty: 3011.653564
	Iteration 23Q: 3 clusters Score -973209.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -973221.562500 Penalty: 3011.653564
	Iteration 24Q: 3 clusters Score -973221.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -973229.562500 Penalty: 3011.653564
	Iteration 25Q: 3 clusters Score -973229.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -973235.250000 Penalty: 3011.653564
	Iteration 26Q: 3 clusters Score -973235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -973241.687500 Penalty: 3011.653564
	Iteration 27Q: 3 clusters Score -973241.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -973249.625000 Penalty: 3011.653564
	Iteration 28Q: 3 clusters Score -973249.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -973256.625000 Penalty: 3011.653564
	Iteration 29Q: 3 clusters Score -973256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -973257.687500 Penalty: 3011.653564
	Iteration 30Q: 3 clusters Score -973257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -973261.437500 Penalty: 3011.653564
	Iteration 31Q: 3 clusters Score -973261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -973262.500000 Penalty: 3011.653564
	Iteration 32Q: 3 clusters Score -973262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -973265.375000 Penalty: 3011.653564
	Iteration 33Q: 3 clusters Score -973265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -973267.750000 Penalty: 3011.653564
	Iteration 34Q: 3 clusters Score -973267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -973267.812500 Penalty: 3011.653564
	Iteration 35Q: 3 clusters Score -973267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -973267.812500 Penalty: 3011.653564
	Iteration 36F: 3 clusters Score -973267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -18307.855469 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -18307.86 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 207 members 
Entering Unmasked Estep 
Score: -17472.750000 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -17472.75 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17891.308594 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -17891.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18038.056641 Penalty: 1929.699219
	Iteration 2F: 3 clusters Score -18038.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18070.361328 Penalty: 1929.699219
	Iteration 3Q: 3 clusters Score -18070.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18095.777344 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -18095.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18104.714844 Penalty: 1929.699219
	Iteration 5Q: 3 clusters Score -18104.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18117.005859 Penalty: 1929.699219
	Iteration 6Q: 3 clusters Score -18117.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18118.617188 Penalty: 1929.699219
	Iteration 7Q: 3 clusters Score -18118.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18118.617188 Penalty: 1929.699219
	Iteration 8F: 3 clusters Score -18118.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -52987.097656 Penalty: 1048.457886
	Iteration 0F: 2 clusters Score -52987.1 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 307 members 
Entering Unmasked Estep 
Score: -51832.007812 Penalty: 2096.915771
	Iteration 0F: 3 clusters Score -51832.01 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52021.167969 Penalty: 2096.915771
	Iteration 1F: 3 clusters Score -52021.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52068.992188 Penalty: 2096.915771
	Iteration 2Q: 3 clusters Score -52068.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52093.222656 Penalty: 2096.915771
	Iteration 3Q: 3 clusters Score -52093.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52106.156250 Penalty: 2096.915771
	Iteration 4Q: 3 clusters Score -52106.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52109.128906 Penalty: 2096.915771
	Iteration 5Q: 3 clusters Score -52109.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52112.023438 Penalty: 2096.915771
	Iteration 6Q: 3 clusters Score -52112.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52114.855469 Penalty: 2096.915771
	Iteration 7Q: 3 clusters Score -52114.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52119.593750 Penalty: 2096.915771
	Iteration 8Q: 3 clusters Score -52119.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52124.925781 Penalty: 2096.915771
	Iteration 9Q: 3 clusters Score -52124.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52127.492188 Penalty: 2096.915771
	Iteration 10Q: 3 clusters Score -52127.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52129.917969 Penalty: 2096.915771
	Iteration 11Q: 3 clusters Score -52129.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52129.917969 Penalty: 2096.915771
	Iteration 12F: 3 clusters Score -52129.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Entering Unmasked Estep 
Score: -459894.031250 Penalty: 1387.834351
	Iteration 0F: 2 clusters Score -459894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -455860.406250 Penalty: 2775.668701
	Iteration 0F: 3 clusters Score -455860.4 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -457015.562500 Penalty: 2775.668701
	Iteration 1F: 3 clusters Score -457015.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -457181.187500 Penalty: 2775.668701
	Iteration 2F: 3 clusters Score -457181.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -457309.843750 Penalty: 2775.668701
	Iteration 3F: 3 clusters Score -457309.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -457398.468750 Penalty: 2775.668701
	Iteration 4Q: 3 clusters Score -457398.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -457474.906250 Penalty: 2775.668701
	Iteration 5Q: 3 clusters Score -457474.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -457544.718750 Penalty: 2775.668701
	Iteration 6Q: 3 clusters Score -457544.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -457611.843750 Penalty: 2775.668701
	Iteration 7Q: 3 clusters Score -457611.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -457687.625000 Penalty: 2775.668701
	Iteration 8Q: 3 clusters Score -457687.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -457761.187500 Penalty: 2775.668701
	Iteration 9Q: 3 clusters Score -457761.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -457842.062500 Penalty: 2775.668701
	Iteration 10Q: 3 clusters Score -457842.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -457936.875000 Penalty: 2775.668701
	Iteration 11Q: 3 clusters Score -457936.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -458044.031250 Penalty: 2775.668701
	Iteration 12Q: 3 clusters Score -458044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -458156.187500 Penalty: 2775.668701
	Iteration 13Q: 3 clusters Score -458156.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -458264.156250 Penalty: 2775.668701
	Iteration 14Q: 3 clusters Score -458264.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -458363.968750 Penalty: 2775.668701
	Iteration 15Q: 3 clusters Score -458364 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -458429.718750 Penalty: 2775.668701
	Iteration 16Q: 3 clusters Score -458429.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -458487.718750 Penalty: 2775.668701
	Iteration 17Q: 3 clusters Score -458487.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -458539.375000 Penalty: 2775.668701
	Iteration 18Q: 3 clusters Score -458539.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -458571.937500 Penalty: 2775.668701
	Iteration 19Q: 3 clusters Score -458571.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -458599.906250 Penalty: 2775.668701
	Iteration 20F: 3 clusters Score -458599.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -458624.437500 Penalty: 2775.668701
	Iteration 21Q: 3 clusters Score -458624.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -458642.750000 Penalty: 2775.668701
	Iteration 22Q: 3 clusters Score -458642.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -458658.718750 Penalty: 2775.668701
	Iteration 23Q: 3 clusters Score -458658.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -458674.125000 Penalty: 2775.668701
	Iteration 24Q: 3 clusters Score -458674.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -458688.562500 Penalty: 2775.668701
	Iteration 25Q: 3 clusters Score -458688.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -458699.000000 Penalty: 2775.668701
	Iteration 26Q: 3 clusters Score -458699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -458706.781250 Penalty: 2775.668701
	Iteration 27Q: 3 clusters Score -458706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -458712.156250 Penalty: 2775.668701
	Iteration 28Q: 3 clusters Score -458712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -458715.812500 Penalty: 2775.668701
	Iteration 29Q: 3 clusters Score -458715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -458717.468750 Penalty: 2775.668701
	Iteration 30Q: 3 clusters Score -458717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -458720.281250 Penalty: 2775.668701
	Iteration 31Q: 3 clusters Score -458720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -458724.875000 Penalty: 2775.668701
	Iteration 32Q: 3 clusters Score -458724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -458727.750000 Penalty: 2775.668701
	Iteration 33Q: 3 clusters Score -458727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -458731.093750 Penalty: 2775.668701
	Iteration 34Q: 3 clusters Score -458731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -458737.718750 Penalty: 2775.668701
	Iteration 35Q: 3 clusters Score -458737.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -458747.687500 Penalty: 2775.668701
	Iteration 36Q: 3 clusters Score -458747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -458757.093750 Penalty: 2775.668701
	Iteration 37Q: 3 clusters Score -458757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -458761.968750 Penalty: 2775.668701
	Iteration 38Q: 3 clusters Score -458762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -458770.718750 Penalty: 2775.668701
	Iteration 39Q: 3 clusters Score -458770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -458776.875000 Penalty: 2775.668701
	Iteration 40F: 3 clusters Score -458776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -458779.812500 Penalty: 2775.668701
	Iteration 41Q: 3 clusters Score -458779.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -458783.937500 Penalty: 2775.668701
	Iteration 42Q: 3 clusters Score -458783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -458788.000000 Penalty: 2775.668701
	Iteration 43Q: 3 clusters Score -458788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -458788.156250 Penalty: 2775.668701
	Iteration 44Q: 3 clusters Score -458788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -458788.156250 Penalty: 2775.668701
	Iteration 45F: 3 clusters Score -458788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -53223.703125 Penalty: 1053.256226
	Iteration 0F: 2 clusters Score -53223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52078.761719 Penalty: 2106.512451
	Iteration 0F: 3 clusters Score -52078.76 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52363.898438 Penalty: 2106.512451
	Iteration 1F: 3 clusters Score -52363.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52580.929688 Penalty: 2106.512451
	Iteration 2F: 3 clusters Score -52580.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52792.238281 Penalty: 2106.512451
	Iteration 3F: 3 clusters Score -52792.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53016.496094 Penalty: 2106.512451
	Iteration 4F: 3 clusters Score -53016.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53146.515625 Penalty: 2106.512451
	Iteration 5Q: 3 clusters Score -53146.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53186.722656 Penalty: 2106.512451
	Iteration 6Q: 3 clusters Score -53186.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53208.054688 Penalty: 2106.512451
	Iteration 7Q: 3 clusters Score -53208.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53217.132812 Penalty: 2106.512451
	Iteration 8Q: 3 clusters Score -53217.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53218.703125 Penalty: 2106.512451
	Iteration 9Q: 3 clusters Score -53218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53221.496094 Penalty: 2106.512451
	Iteration 10Q: 3 clusters Score -53221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53221.496094 Penalty: 2106.512451
	Iteration 11F: 3 clusters Score -53221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Entering Unmasked Estep 
Score: -3262369.250000 Penalty: 1697.165527
	Iteration 0F: 2 clusters Score -3262369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3239378.000000 Penalty: 3394.331055
	Iteration 0F: 3 clusters Score -3239378 nChanged 15873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3248267.000000 Penalty: 3394.331055
	Iteration 1F: 3 clusters Score -3248267 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3248592.250000 Penalty: 3394.331055
	Iteration 2Q: 3 clusters Score -3248592 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3248912.000000 Penalty: 3394.331055
	Iteration 3Q: 3 clusters Score -3248912 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3249233.750000 Penalty: 3394.331055
	Iteration 4Q: 3 clusters Score -3249234 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3249600.750000 Penalty: 3394.331055
	Iteration 5Q: 3 clusters Score -3249601 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3250052.750000 Penalty: 3394.331055
	Iteration 6Q: 3 clusters Score -3250053 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3250626.000000 Penalty: 3394.331055
	Iteration 7Q: 3 clusters Score -3250626 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3251378.750000 Penalty: 3394.331055
	Iteration 8Q: 3 clusters Score -3251379 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3252473.250000 Penalty: 3394.331055
	Iteration 9F: 3 clusters Score -3252473 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3253878.000000 Penalty: 3394.331055
	Iteration 10F: 3 clusters Score -3253878 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3255218.750000 Penalty: 3394.331055
	Iteration 11F: 3 clusters Score -3255219 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3255990.000000 Penalty: 3394.331055
	Iteration 12Q: 3 clusters Score -3255990 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3256334.000000 Penalty: 3394.331055
	Iteration 13Q: 3 clusters Score -3256334 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3256552.000000 Penalty: 3394.331055
	Iteration 14Q: 3 clusters Score -3256552 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3256708.750000 Penalty: 3394.331055
	Iteration 15Q: 3 clusters Score -3256709 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3256828.250000 Penalty: 3394.331055
	Iteration 16Q: 3 clusters Score -3256828 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3256967.500000 Penalty: 3394.331055
	Iteration 17Q: 3 clusters Score -3256968 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3257066.500000 Penalty: 3394.331055
	Iteration 18Q: 3 clusters Score -3257066 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3257141.750000 Penalty: 3394.331055
	Iteration 19Q: 3 clusters Score -3257142 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3257223.500000 Penalty: 3394.331055
	Iteration 20F: 3 clusters Score -3257224 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3257318.250000 Penalty: 3394.331055
	Iteration 21Q: 3 clusters Score -3257318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3257375.250000 Penalty: 3394.331055
	Iteration 22Q: 3 clusters Score -3257375 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3257431.250000 Penalty: 3394.331055
	Iteration 23Q: 3 clusters Score -3257431 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3257481.250000 Penalty: 3394.331055
	Iteration 24Q: 3 clusters Score -3257481 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3257505.500000 Penalty: 3394.331055
	Iteration 25Q: 3 clusters Score -3257506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3257538.500000 Penalty: 3394.331055
	Iteration 26Q: 3 clusters Score -3257538 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3257590.250000 Penalty: 3394.331055
	Iteration 27Q: 3 clusters Score -3257590 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3257639.250000 Penalty: 3394.331055
	Iteration 28Q: 3 clusters Score -3257639 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3257661.750000 Penalty: 3394.331055
	Iteration 29Q: 3 clusters Score -3257662 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3257700.750000 Penalty: 3394.331055
	Iteration 30Q: 3 clusters Score -3257701 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3257707.500000 Penalty: 3394.331055
	Iteration 31Q: 3 clusters Score -3257708 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3257745.500000 Penalty: 3394.331055
	Iteration 32Q: 3 clusters Score -3257746 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3257758.250000 Penalty: 3394.331055
	Iteration 33Q: 3 clusters Score -3257758 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3257777.500000 Penalty: 3394.331055
	Iteration 34Q: 3 clusters Score -3257778 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3257802.250000 Penalty: 3394.331055
	Iteration 35Q: 3 clusters Score -3257802 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3257821.750000 Penalty: 3394.331055
	Iteration 36Q: 3 clusters Score -3257822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3257830.000000 Penalty: 3394.331055
	Iteration 37Q: 3 clusters Score -3257830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3257833.250000 Penalty: 3394.331055
	Iteration 38Q: 3 clusters Score -3257833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3257848.250000 Penalty: 3394.331055
	Iteration 39Q: 3 clusters Score -3257848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3257861.250000 Penalty: 3394.331055
	Iteration 40F: 3 clusters Score -3257861 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3257858.250000 Penalty: 3394.331055
	Iteration 41Q: 3 clusters Score -3257858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3257857.750000 Penalty: 3394.331055
	Iteration 42Q: 3 clusters Score -3257858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3257866.250000 Penalty: 3394.331055
	Iteration 43Q: 3 clusters Score -3257866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3257867.750000 Penalty: 3394.331055
	Iteration 44Q: 3 clusters Score -3257868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3257871.750000 Penalty: 3394.331055
	Iteration 45Q: 3 clusters Score -3257872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3257882.000000 Penalty: 3394.331055
	Iteration 46Q: 3 clusters Score -3257882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3257881.250000 Penalty: 3394.331055
	Iteration 47Q: 3 clusters Score -3257881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3257897.500000 Penalty: 3394.331055
	Iteration 48Q: 3 clusters Score -3257898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3257901.750000 Penalty: 3394.331055
	Iteration 49Q: 3 clusters Score -3257902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3257899.000000 Penalty: 3394.331055
	Iteration 50Q: 3 clusters Score -3257899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3257902.000000 Penalty: 3394.331055
	Iteration 51Q: 3 clusters Score -3257902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3257904.750000 Penalty: 3394.331055
	Iteration 52Q: 3 clusters Score -3257905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3257901.500000 Penalty: 3394.331055
	Iteration 53Q: 3 clusters Score -3257902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3257911.500000 Penalty: 3394.331055
	Iteration 54Q: 3 clusters Score -3257912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3257920.250000 Penalty: 3394.331055
	Iteration 55Q: 3 clusters Score -3257920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3257920.250000 Penalty: 3394.331055
	Iteration 56Q: 3 clusters Score -3257920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3257920.500000 Penalty: 3394.331055
	Iteration 57Q: 3 clusters Score -3257920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3257924.750000 Penalty: 3394.331055
	Iteration 58Q: 3 clusters Score -3257925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3257932.000000 Penalty: 3394.331055
	Iteration 59Q: 3 clusters Score -3257932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3257944.500000 Penalty: 3394.331055
	Iteration 60F: 3 clusters Score -3257944 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3257945.000000 Penalty: 3394.331055
	Iteration 61Q: 3 clusters Score -3257945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3257957.500000 Penalty: 3394.331055
	Iteration 62Q: 3 clusters Score -3257958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3257954.750000 Penalty: 3394.331055
	Iteration 63Q: 3 clusters Score -3257955 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3257976.250000 Penalty: 3394.331055
	Iteration 64Q: 3 clusters Score -3257976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3258003.750000 Penalty: 3394.331055
	Iteration 65Q: 3 clusters Score -3258004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3258008.750000 Penalty: 3394.331055
	Iteration 66Q: 3 clusters Score -3258009 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3258036.250000 Penalty: 3394.331055
	Iteration 67Q: 3 clusters Score -3258036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3258045.000000 Penalty: 3394.331055
	Iteration 68Q: 3 clusters Score -3258045 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3258067.750000 Penalty: 3394.331055
	Iteration 69Q: 3 clusters Score -3258068 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3258091.000000 Penalty: 3394.331055
	Iteration 70Q: 3 clusters Score -3258091 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3258112.250000 Penalty: 3394.331055
	Iteration 71Q: 3 clusters Score -3258112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3258130.000000 Penalty: 3394.331055
	Iteration 72Q: 3 clusters Score -3258130 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3258156.250000 Penalty: 3394.331055
	Iteration 73Q: 3 clusters Score -3258156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3258191.250000 Penalty: 3394.331055
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 19458 members 
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Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3258348 nChanged 207
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Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3258388 nChanged 202
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Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 20240 members 
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Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 20823 members 
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Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 23250 members 
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Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3259140 nChanged 185
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Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 24640 members 
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Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 24800 members 
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	Iteration 104Q: 3 clusters Score -3259208 nChanged 155
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Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 24955 members 
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Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 25110 members 
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Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 25253 members 
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Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 25530 members 
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Mstep: Class 1 contains 8654 members 
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Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 26053 members 
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Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 26239 members 
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Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 26664 members 
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Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 26892 members 
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Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 27104 members 
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 27325 members 
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Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 27526 members 
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Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 27725 members 
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Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 27936 members 
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Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 28143 members 
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Mstep: Class 1 contains 6014 members 
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Mstep: Class 1 contains 5846 members 
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	Iteration 124Q: 3 clusters Score -3259926 nChanged 150
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Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 28645 members 
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	Iteration 125Q: 3 clusters Score -3259946 nChanged 143
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Mstep: Class 1 contains 5553 members 
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	Iteration 126Q: 3 clusters Score -3259985 nChanged 157
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 28945 members 
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	Iteration 127Q: 3 clusters Score -3260015 nChanged 158
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Mstep: Class 1 contains 5240 members 
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	Iteration 128Q: 3 clusters Score -3260048 nChanged 169
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Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 29270 members 
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	Iteration 129Q: 3 clusters Score -3260098 nChanged 186
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Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 29456 members 
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	Iteration 130Q: 3 clusters Score -3260129 nChanged 174
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Mstep: Class 1 contains 4713 members 
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Mstep: Class 1 contains 4548 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4401 members 
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	Iteration 133Q: 3 clusters Score -3260248 nChanged 141
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Mstep: Class 1 contains 4260 members 
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Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 30219 members 
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	Iteration 135Q: 3 clusters Score -3260282 nChanged 128
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Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 30347 members 
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	Iteration 136Q: 3 clusters Score -3260308 nChanged 124
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Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 30471 members 
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	Iteration 137Q: 3 clusters Score -3260331 nChanged 114
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Mstep: Class 1 contains 3756 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3260338 nChanged 103
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Mstep: Class 1 contains 3653 members 
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	Iteration 139Q: 3 clusters Score -3260370 nChanged 105
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Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3260385 nChanged 98
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Mstep: Class 1 contains 3452 members 
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	Iteration 141Q: 3 clusters Score -3260404 nChanged 104
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Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 30993 members 
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	Iteration 142Q: 3 clusters Score -3260437 nChanged 91
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Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31084 members 
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	Iteration 143Q: 3 clusters Score -3260448 nChanged 86
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Mstep: Class 1 contains 3171 members 
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	Iteration 144Q: 3 clusters Score -3260471 nChanged 87
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Mstep: Class 1 contains 3084 members 
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Mstep: Class 1 contains 3003 members 
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	Iteration 146Q: 3 clusters Score -3260512 nChanged 82
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Mstep: Class 1 contains 2921 members 
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	Iteration 147Q: 3 clusters Score -3260523 nChanged 78
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Mstep: Class 1 contains 2843 members 
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	Iteration 148Q: 3 clusters Score -3260542 nChanged 84
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Mstep: Class 1 contains 2759 members 
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	Iteration 149Q: 3 clusters Score -3260574 nChanged 74
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Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 31654 members 
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Mstep: Class 1 contains 2622 members 
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	Iteration 151Q: 3 clusters Score -3260590 nChanged 80
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Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 31799 members 
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	Iteration 152Q: 3 clusters Score -3260618 nChanged 78
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Mstep: Class 1 contains 2464 members 
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	Iteration 153Q: 3 clusters Score -3260628 nChanged 82
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Mstep: Class 1 contains 2382 members 
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	Iteration 154Q: 3 clusters Score -3260658 nChanged 86
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Mstep: Class 1 contains 2296 members 
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	Iteration 155Q: 3 clusters Score -3260688 nChanged 82
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Mstep: Class 1 contains 2214 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3260709 nChanged 70
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Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3260730 nChanged 57
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Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -3260743.500000 Penalty: 3394.331055
	Iteration 158Q: 3 clusters Score -3260744 nChanged 67
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 32321 members 
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	Iteration 159Q: 3 clusters Score -3260768 nChanged 64
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Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3260786.500000 Penalty: 3394.331055
	Iteration 160F: 3 clusters Score -3260786 nChanged 49
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Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3260809 nChanged 39
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Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3260820 nChanged 44
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Mstep: Class 1 contains 1826 members 
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Entering Unmasked Estep 
Score: -3260822.250000 Penalty: 3394.331055
	Iteration 163Q: 3 clusters Score -3260822 nChanged 32
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Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3260837 nChanged 29
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Mstep: Class 1 contains 1765 members 
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Score: -3260842.500000 Penalty: 3394.331055
	Iteration 165Q: 3 clusters Score -3260842 nChanged 18
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Mstep: Class 1 contains 1747 members 
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	Iteration 166Q: 3 clusters Score -3260842 nChanged 25
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Entering Unmasked Estep 
Score: -3260846.500000 Penalty: 3394.331055
	Iteration 167Q: 3 clusters Score -3260846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -3260852.250000 Penalty: 3394.331055
	Iteration 168Q: 3 clusters Score -3260852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3260850.000000 Penalty: 3394.331055
	Iteration 169Q: 3 clusters Score -3260850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3260847.250000 Penalty: 3394.331055
	Iteration 170Q: 3 clusters Score -3260847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3260858.750000 Penalty: 3394.331055
	Iteration 171Q: 3 clusters Score -3260859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -3260863.750000 Penalty: 3394.331055
	Iteration 172Q: 3 clusters Score -3260864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3260859.000000 Penalty: 3394.331055
	Iteration 173Q: 3 clusters Score -3260859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -3260858.250000 Penalty: 3394.331055
	Iteration 174Q: 3 clusters Score -3260858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -3260858.750000 Penalty: 3394.331055
	Iteration 175Q: 3 clusters Score -3260859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3260860.250000 Penalty: 3394.331055
	Iteration 176Q: 3 clusters Score -3260860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -3260859.500000 Penalty: 3394.331055
	Iteration 177Q: 3 clusters Score -3260860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3260865.500000 Penalty: 3394.331055
	Iteration 178Q: 3 clusters Score -3260866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -3260866.750000 Penalty: 3394.331055
	Iteration 179Q: 3 clusters Score -3260867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -3260866.250000 Penalty: 3394.331055
	Iteration 180F: 3 clusters Score -3260866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -3260864.750000 Penalty: 3394.331055
	Iteration 181Q: 3 clusters Score -3260865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3260863.750000 Penalty: 3394.331055
	Iteration 182Q: 3 clusters Score -3260864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -3260868.500000 Penalty: 3394.331055
	Iteration 183Q: 3 clusters Score -3260868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3260869.000000 Penalty: 3394.331055
	Iteration 184Q: 3 clusters Score -3260869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -3260864.500000 Penalty: 3394.331055
	Iteration 185Q: 3 clusters Score -3260864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -3260866.750000 Penalty: 3394.331055
	Iteration 186Q: 3 clusters Score -3260867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3260864.750000 Penalty: 3394.331055
	Iteration 187Q: 3 clusters Score -3260865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3260865.500000 Penalty: 3394.331055
	Iteration 188Q: 3 clusters Score -3260866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3260865.500000 Penalty: 3394.331055
	Iteration 189F: 3 clusters Score -3260866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -38481.308594 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -38481.31 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: -37410.140625 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -37410.14 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37646.132812 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -37646.13 nChanged 43
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: -37774.750000 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -37774.75 nChanged 33
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: -37864.765625 Penalty: 2038.071289
	Iteration 3F: 3 clusters Score -37864.77 nChanged 19
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: -37917.031250 Penalty: 2038.071289
	Iteration 4Q: 3 clusters Score -37917.03 nChanged 21
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: -37966.187500 Penalty: 2038.071289
	Iteration 5Q: 3 clusters Score -37966.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37999.718750 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -37999.72 nChanged 8
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: -38020.539062 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -38020.54 nChanged 10
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: -38051.433594 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -38051.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38116.039062 Penalty: 2038.071289
	Iteration 9Q: 3 clusters Score -38116.04 nChanged 19
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: -38193.074219 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -38193.07 nChanged 11
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: -38230.398438 Penalty: 2038.071289
	Iteration 11Q: 3 clusters Score -38230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38254.875000 Penalty: 2038.071289
	Iteration 12Q: 3 clusters Score -38254.88 nChanged 7
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: -38282.777344 Penalty: 2038.071289
	Iteration 13Q: 3 clusters Score -38282.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38302.367188 Penalty: 2038.071289
	Iteration 14Q: 3 clusters Score -38302.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38325.140625 Penalty: 2038.071289
	Iteration 15Q: 3 clusters Score -38325.14 nChanged 3
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: -38335.683594 Penalty: 2038.071289
	Iteration 16Q: 3 clusters Score -38335.68 nChanged 0
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: -38343.894531 Penalty: 2038.071289
	Iteration 17F: 3 clusters Score -38343.89 nChanged 2
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: -38356.730469 Penalty: 2038.071289
	Iteration 18Q: 3 clusters Score -38356.73 nChanged 4
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: -38373.937500 Penalty: 2038.071289
	Iteration 19Q: 3 clusters Score -38373.94 nChanged 5
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: -38389.593750 Penalty: 2038.071289
	Iteration 20F: 3 clusters Score -38389.59 nChanged 2
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: -38390.996094 Penalty: 2038.071289
	Iteration 21Q: 3 clusters Score -38391 nChanged 2
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: -38393.246094 Penalty: 2038.071289
	Iteration 22Q: 3 clusters Score -38393.25 nChanged 1
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: -38394.175781 Penalty: 2038.071289
	Iteration 23Q: 3 clusters Score -38394.18 nChanged 2
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: -38398.011719 Penalty: 2038.071289
	Iteration 24Q: 3 clusters Score -38398.01 nChanged 1
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: -38405.246094 Penalty: 2038.071289
	Iteration 25Q: 3 clusters Score -38405.25 nChanged 1
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: -38409.554688 Penalty: 2038.071289
	Iteration 26Q: 3 clusters Score -38409.55 nChanged 0
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: -38409.554688 Penalty: 2038.071289
	Iteration 27F: 3 clusters Score -38409.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Entering Unmasked Estep 
Score: -5151588.000000 Penalty: 1771.146851
	Iteration 0F: 2 clusters Score -5151588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -5115520.000000 Penalty: 3542.293701
	Iteration 0F: 3 clusters Score -5115520 nChanged 25297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -5129967.000000 Penalty: 3542.293701
	Iteration 1F: 3 clusters Score -5129967 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -5130587.500000 Penalty: 3542.293701
	Iteration 2Q: 3 clusters Score -5130588 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -5131392.500000 Penalty: 3542.293701
	Iteration 3Q: 3 clusters Score -5131392 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -5132560.000000 Penalty: 3542.293701
	Iteration 4Q: 3 clusters Score -5132560 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -5134471.500000 Penalty: 3542.293701
	Iteration 5F: 3 clusters Score -5134472 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -5137196.500000 Penalty: 3542.293701
	Iteration 6F: 3 clusters Score -5137196 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -5140822.000000 Penalty: 3542.293701
	Iteration 7F: 3 clusters Score -5140822 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -5144249.500000 Penalty: 3542.293701
	Iteration 8F: 3 clusters Score -5144250 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5146498.500000 Penalty: 3542.293701
	Iteration 9Q: 3 clusters Score -5146498 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -5147649.500000 Penalty: 3542.293701
	Iteration 10Q: 3 clusters Score -5147650 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -5148202.000000 Penalty: 3542.293701
	Iteration 11Q: 3 clusters Score -5148202 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -5148528.500000 Penalty: 3542.293701
	Iteration 12Q: 3 clusters Score -5148528 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -5148769.000000 Penalty: 3542.293701
	Iteration 13Q: 3 clusters Score -5148769 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -5148971.500000 Penalty: 3542.293701
	Iteration 14Q: 3 clusters Score -5148972 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -5149180.500000 Penalty: 3542.293701
	Iteration 15Q: 3 clusters Score -5149180 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -5149304.500000 Penalty: 3542.293701
	Iteration 16Q: 3 clusters Score -5149304 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -5149419.000000 Penalty: 3542.293701
	Iteration 17Q: 3 clusters Score -5149419 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -5149510.000000 Penalty: 3542.293701
	Iteration 18Q: 3 clusters Score -5149510 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -5149569.000000 Penalty: 3542.293701
	Iteration 19Q: 3 clusters Score -5149569 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -5149628.000000 Penalty: 3542.293701
	Iteration 20F: 3 clusters Score -5149628 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -5149697.000000 Penalty: 3542.293701
	Iteration 21Q: 3 clusters Score -5149697 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -5149758.000000 Penalty: 3542.293701
	Iteration 22Q: 3 clusters Score -5149758 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -5149830.500000 Penalty: 3542.293701
	Iteration 23Q: 3 clusters Score -5149830 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -5149881.000000 Penalty: 3542.293701
	Iteration 24Q: 3 clusters Score -5149881 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -5149934.000000 Penalty: 3542.293701
	Iteration 25Q: 3 clusters Score -5149934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -5149987.500000 Penalty: 3542.293701
	Iteration 26Q: 3 clusters Score -5149988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -5150029.000000 Penalty: 3542.293701
	Iteration 27Q: 3 clusters Score -5150029 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -5150057.500000 Penalty: 3542.293701
	Iteration 28Q: 3 clusters Score -5150058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -5150080.500000 Penalty: 3542.293701
	Iteration 29Q: 3 clusters Score -5150080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -5150104.500000 Penalty: 3542.293701
	Iteration 30Q: 3 clusters Score -5150104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -5150120.000000 Penalty: 3542.293701
	Iteration 31Q: 3 clusters Score -5150120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -5150145.500000 Penalty: 3542.293701
	Iteration 32Q: 3 clusters Score -5150146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -5150166.000000 Penalty: 3542.293701
	Iteration 33Q: 3 clusters Score -5150166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -5150167.000000 Penalty: 3542.293701
	Iteration 34Q: 3 clusters Score -5150167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -5150170.000000 Penalty: 3542.293701
	Iteration 35Q: 3 clusters Score -5150170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -5150179.000000 Penalty: 3542.293701
	Iteration 36Q: 3 clusters Score -5150179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -5150187.500000 Penalty: 3542.293701
	Iteration 37Q: 3 clusters Score -5150188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -5150188.000000 Penalty: 3542.293701
	Iteration 38Q: 3 clusters Score -5150188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -5150195.500000 Penalty: 3542.293701
	Iteration 39Q: 3 clusters Score -5150196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -5150211.000000 Penalty: 3542.293701
	Iteration 40F: 3 clusters Score -5150211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -5150221.500000 Penalty: 3542.293701
	Iteration 41Q: 3 clusters Score -5150222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -5150232.500000 Penalty: 3542.293701
	Iteration 42Q: 3 clusters Score -5150232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -5150232.500000 Penalty: 3542.293701
	Iteration 43Q: 3 clusters Score -5150232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -5150238.000000 Penalty: 3542.293701
	Iteration 44Q: 3 clusters Score -5150238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -5150236.000000 Penalty: 3542.293701
	Iteration 45Q: 3 clusters Score -5150236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -5150231.000000 Penalty: 3542.293701
	Iteration 46Q: 3 clusters Score -5150231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -5150232.000000 Penalty: 3542.293701
	Iteration 47Q: 3 clusters Score -5150232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -5150250.500000 Penalty: 3542.293701
	Iteration 48Q: 3 clusters Score -5150250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -5150264.500000 Penalty: 3542.293701
	Iteration 49Q: 3 clusters Score -5150264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -5150264.500000 Penalty: 3542.293701
	Iteration 50Q: 3 clusters Score -5150264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -5150272.000000 Penalty: 3542.293701
	Iteration 51Q: 3 clusters Score -5150272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -5150271.000000 Penalty: 3542.293701
	Iteration 52Q: 3 clusters Score -5150271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -5150276.500000 Penalty: 3542.293701
	Iteration 53Q: 3 clusters Score -5150276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -5150284.000000 Penalty: 3542.293701
	Iteration 54Q: 3 clusters Score -5150284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -5150284.000000 Penalty: 3542.293701
	Iteration 55Q: 3 clusters Score -5150284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -5150280.000000 Penalty: 3542.293701
	Iteration 56Q: 3 clusters Score -5150280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -5150289.000000 Penalty: 3542.293701
	Iteration 57Q: 3 clusters Score -5150289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -5150289.500000 Penalty: 3542.293701
	Iteration 58Q: 3 clusters Score -5150290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -5150295.000000 Penalty: 3542.293701
	Iteration 59Q: 3 clusters Score -5150295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -5150295.000000 Penalty: 3542.293701
	Iteration 60F: 3 clusters Score -5150295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -5150296.500000 Penalty: 3542.293701
	Iteration 61Q: 3 clusters Score -5150296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -5150294.500000 Penalty: 3542.293701
	Iteration 62Q: 3 clusters Score -5150294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -5150294.500000 Penalty: 3542.293701
	Iteration 63F: 3 clusters Score -5150294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -96209.437500 Penalty: 1148.716309
	Iteration 0F: 2 clusters Score -96209.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -94684.585938 Penalty: 2297.432617
	Iteration 0F: 3 clusters Score -94684.59 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -95080.382812 Penalty: 2297.432617
	Iteration 1F: 3 clusters Score -95080.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -95438.609375 Penalty: 2297.432617
	Iteration 2F: 3 clusters Score -95438.61 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95799.382812 Penalty: 2297.432617
	Iteration 3F: 3 clusters Score -95799.38 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96127.757812 Penalty: 2297.432617
	Iteration 4F: 3 clusters Score -96127.76 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -96304.718750 Penalty: 2297.432617
	Iteration 5F: 3 clusters Score -96304.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96382.851562 Penalty: 2297.432617
	Iteration 6Q: 3 clusters Score -96382.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96413.054688 Penalty: 2297.432617
	Iteration 7Q: 3 clusters Score -96413.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96420.507812 Penalty: 2297.432617
	Iteration 8Q: 3 clusters Score -96420.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96422.750000 Penalty: 2297.432617
	Iteration 9Q: 3 clusters Score -96422.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96429.460938 Penalty: 2297.432617
	Iteration 10Q: 3 clusters Score -96429.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96431.007812 Penalty: 2297.432617
	Iteration 11Q: 3 clusters Score -96431.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96431.414062 Penalty: 2297.432617
	Iteration 12Q: 3 clusters Score -96431.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96432.023438 Penalty: 2297.432617
	Iteration 13Q: 3 clusters Score -96432.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96432.562500 Penalty: 2297.432617
	Iteration 14Q: 3 clusters Score -96432.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96432.867188 Penalty: 2297.432617
	Iteration 15Q: 3 clusters Score -96432.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96432.867188 Penalty: 2297.432617
	Iteration 16F: 3 clusters Score -96432.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14377 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54142 members 
Mstep: Class 11 contains 682 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 169993 members 
Mstep: Class 15 contains 30011 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 304711 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
Score: -66464592.000000 Penalty: 46052.835938
Splitting cluster 11 changes total score from -66465312.000000 to -66464592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (13077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Entering Unmasked Estep 
Score: -1197735.125000 Penalty: 1540.274170
	Iteration 0F: 2 clusters Score -1197735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1188584.875000 Penalty: 3080.548340
	Iteration 0F: 3 clusters Score -1188585 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1191701.000000 Penalty: 3080.548340
	Iteration 1F: 3 clusters Score -1191701 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1191939.500000 Penalty: 3080.548340
	Iteration 2F: 3 clusters Score -1191940 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1192135.875000 Penalty: 3080.548340
	Iteration 3Q: 3 clusters Score -1192136 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1192337.750000 Penalty: 3080.548340
	Iteration 4Q: 3 clusters Score -1192338 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1192538.125000 Penalty: 3080.548340
	Iteration 5Q: 3 clusters Score -1192538 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1192740.375000 Penalty: 3080.548340
	Iteration 6Q: 3 clusters Score -1192740 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1192949.500000 Penalty: 3080.548340
	Iteration 7Q: 3 clusters Score -1192950 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1193190.875000 Penalty: 3080.548340
	Iteration 8Q: 3 clusters Score -1193191 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1193478.250000 Penalty: 3080.548340
	Iteration 9Q: 3 clusters Score -1193478 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1193820.875000 Penalty: 3080.548340
	Iteration 10Q: 3 clusters Score -1193821 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1194190.250000 Penalty: 3080.548340
	Iteration 11Q: 3 clusters Score -1194190 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1194527.625000 Penalty: 3080.548340
	Iteration 12Q: 3 clusters Score -1194528 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1194839.875000 Penalty: 3080.548340
	Iteration 13Q: 3 clusters Score -1194840 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1195092.750000 Penalty: 3080.548340
	Iteration 14Q: 3 clusters Score -1195093 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1195304.875000 Penalty: 3080.548340
	Iteration 15Q: 3 clusters Score -1195305 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1195476.625000 Penalty: 3080.548340
	Iteration 16Q: 3 clusters Score -1195477 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1195597.625000 Penalty: 3080.548340
	Iteration 17Q: 3 clusters Score -1195598 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1195692.625000 Penalty: 3080.548340
	Iteration 18Q: 3 clusters Score -1195693 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1195777.875000 Penalty: 3080.548340
	Iteration 19Q: 3 clusters Score -1195778 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1195852.250000 Penalty: 3080.548340
	Iteration 20F: 3 clusters Score -1195852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1195917.375000 Penalty: 3080.548340
	Iteration 21Q: 3 clusters Score -1195917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1195971.250000 Penalty: 3080.548340
	Iteration 22Q: 3 clusters Score -1195971 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1196022.000000 Penalty: 3080.548340
	Iteration 23Q: 3 clusters Score -1196022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1196064.500000 Penalty: 3080.548340
	Iteration 24Q: 3 clusters Score -1196064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1196108.375000 Penalty: 3080.548340
	Iteration 25Q: 3 clusters Score -1196108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1196138.875000 Penalty: 3080.548340
	Iteration 26Q: 3 clusters Score -1196139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1196175.625000 Penalty: 3080.548340
	Iteration 27Q: 3 clusters Score -1196176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1196197.750000 Penalty: 3080.548340
	Iteration 28Q: 3 clusters Score -1196198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1196222.875000 Penalty: 3080.548340
	Iteration 29Q: 3 clusters Score -1196223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1196250.000000 Penalty: 3080.548340
	Iteration 30Q: 3 clusters Score -1196250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1196277.500000 Penalty: 3080.548340
	Iteration 31Q: 3 clusters Score -1196278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1196302.000000 Penalty: 3080.548340
	Iteration 32Q: 3 clusters Score -1196302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1196322.625000 Penalty: 3080.548340
	Iteration 33Q: 3 clusters Score -1196323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1196339.125000 Penalty: 3080.548340
	Iteration 34Q: 3 clusters Score -1196339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1196350.250000 Penalty: 3080.548340
	Iteration 35Q: 3 clusters Score -1196350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1196364.625000 Penalty: 3080.548340
	Iteration 36Q: 3 clusters Score -1196365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1196373.375000 Penalty: 3080.548340
	Iteration 37Q: 3 clusters Score -1196373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1196383.750000 Penalty: 3080.548340
	Iteration 38Q: 3 clusters Score -1196384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1196393.375000 Penalty: 3080.548340
	Iteration 39Q: 3 clusters Score -1196393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1196395.250000 Penalty: 3080.548340
	Iteration 40F: 3 clusters Score -1196395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1196399.750000 Penalty: 3080.548340
	Iteration 41Q: 3 clusters Score -1196400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1196401.875000 Penalty: 3080.548340
	Iteration 42Q: 3 clusters Score -1196402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1196405.000000 Penalty: 3080.548340
	Iteration 43Q: 3 clusters Score -1196405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1196406.000000 Penalty: 3080.548340
	Iteration 44Q: 3 clusters Score -1196406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1196407.875000 Penalty: 3080.548340
	Iteration 45Q: 3 clusters Score -1196408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1196408.000000 Penalty: 3080.548340
	Iteration 46Q: 3 clusters Score -1196408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1196408.000000 Penalty: 3080.548340
	Iteration 47F: 3 clusters Score -1196408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Entering Unmasked Estep 
Score: -218184.234375 Penalty: 1280.630737
	Iteration 0F: 2 clusters Score -218184.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -215699.953125 Penalty: 2561.261475
	Iteration 0F: 3 clusters Score -215700 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -216256.843750 Penalty: 2561.261475
	Iteration 1F: 3 clusters Score -216256.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -216393.656250 Penalty: 2561.261475
	Iteration 2F: 3 clusters Score -216393.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -216465.312500 Penalty: 2561.261475
	Iteration 3Q: 3 clusters Score -216465.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -216525.515625 Penalty: 2561.261475
	Iteration 4Q: 3 clusters Score -216525.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -216571.484375 Penalty: 2561.261475
	Iteration 5Q: 3 clusters Score -216571.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -216607.890625 Penalty: 2561.261475
	Iteration 6Q: 3 clusters Score -216607.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -216642.500000 Penalty: 2561.261475
	Iteration 7Q: 3 clusters Score -216642.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -216676.750000 Penalty: 2561.261475
	Iteration 8Q: 3 clusters Score -216676.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -216716.390625 Penalty: 2561.261475
	Iteration 9Q: 3 clusters Score -216716.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -216761.765625 Penalty: 2561.261475
	Iteration 10Q: 3 clusters Score -216761.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -216796.562500 Penalty: 2561.261475
	Iteration 11Q: 3 clusters Score -216796.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -216827.375000 Penalty: 2561.261475
	Iteration 12Q: 3 clusters Score -216827.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -216862.468750 Penalty: 2561.261475
	Iteration 13Q: 3 clusters Score -216862.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -216901.500000 Penalty: 2561.261475
	Iteration 14Q: 3 clusters Score -216901.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -216943.468750 Penalty: 2561.261475
	Iteration 15Q: 3 clusters Score -216943.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -216973.250000 Penalty: 2561.261475
	Iteration 16Q: 3 clusters Score -216973.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217001.250000 Penalty: 2561.261475
	Iteration 17Q: 3 clusters Score -217001.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -217021.968750 Penalty: 2561.261475
	Iteration 18Q: 3 clusters Score -217022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -217038.734375 Penalty: 2561.261475
	Iteration 19Q: 3 clusters Score -217038.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217058.484375 Penalty: 2561.261475
	Iteration 20F: 3 clusters Score -217058.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217085.312500 Penalty: 2561.261475
	Iteration 21Q: 3 clusters Score -217085.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -217102.140625 Penalty: 2561.261475
	Iteration 22Q: 3 clusters Score -217102.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -217119.703125 Penalty: 2561.261475
	Iteration 23Q: 3 clusters Score -217119.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -217135.218750 Penalty: 2561.261475
	Iteration 24Q: 3 clusters Score -217135.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -217149.781250 Penalty: 2561.261475
	Iteration 25Q: 3 clusters Score -217149.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -217159.531250 Penalty: 2561.261475
	Iteration 26Q: 3 clusters Score -217159.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217165.875000 Penalty: 2561.261475
	Iteration 27Q: 3 clusters Score -217165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -217171.078125 Penalty: 2561.261475
	Iteration 28Q: 3 clusters Score -217171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217175.937500 Penalty: 2561.261475
	Iteration 29Q: 3 clusters Score -217175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217178.953125 Penalty: 2561.261475
	Iteration 30Q: 3 clusters Score -217179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -217181.718750 Penalty: 2561.261475
	Iteration 31Q: 3 clusters Score -217181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217183.531250 Penalty: 2561.261475
	Iteration 32Q: 3 clusters Score -217183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217183.703125 Penalty: 2561.261475
	Iteration 33Q: 3 clusters Score -217183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -217183.984375 Penalty: 2561.261475
	Iteration 34Q: 3 clusters Score -217184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -217183.921875 Penalty: 2561.261475
	Iteration 35Q: 3 clusters Score -217183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -217184.750000 Penalty: 2561.261475
	Iteration 36Q: 3 clusters Score -217184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -217185.531250 Penalty: 2561.261475
	Iteration 37Q: 3 clusters Score -217185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -217186.343750 Penalty: 2561.261475
	Iteration 38Q: 3 clusters Score -217186.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -217186.203125 Penalty: 2561.261475
	Iteration 39Q: 3 clusters Score -217186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -217186.203125 Penalty: 2561.261475
	Iteration 40F: 3 clusters Score -217186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (169993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Entering Unmasked Estep 
Score: -15871777.000000 Penalty: 1957.070801
	Iteration 0F: 2 clusters Score -1.587178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -15759394.000000 Penalty: 3914.141602
	Iteration 0F: 3 clusters Score -1.575939e+07 nChanged 82262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -15807849.000000 Penalty: 3914.141602
	Iteration 1F: 3 clusters Score -1.580785e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -15809082.000000 Penalty: 3914.141602
	Iteration 2Q: 3 clusters Score -1.580908e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -15810722.000000 Penalty: 3914.141602
	Iteration 3Q: 3 clusters Score -1.581072e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -15812999.000000 Penalty: 3914.141602
	Iteration 4Q: 3 clusters Score -1.5813e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -15817078.000000 Penalty: 3914.141602
	Iteration 5Q: 3 clusters Score -1.581708e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -15823312.000000 Penalty: 3914.141602
	Iteration 6F: 3 clusters Score -1.582331e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 117693 members 
Entering Unmasked Estep 
Score: -15831239.000000 Penalty: 3914.141602
	Iteration 7F: 3 clusters Score -1.583124e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 127841 members 
Entering Unmasked Estep 
Score: -15840198.000000 Penalty: 3914.141602
	Iteration 8F: 3 clusters Score -1.58402e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 137584 members 
Entering Unmasked Estep 
Score: -15848235.000000 Penalty: 3914.141602
	Iteration 9F: 3 clusters Score -1.584824e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 145891 members 
Entering Unmasked Estep 
Score: -15854749.000000 Penalty: 3914.141602
	Iteration 10F: 3 clusters Score -1.585475e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 152836 members 
Entering Unmasked Estep 
Score: -15859913.000000 Penalty: 3914.141602
	Iteration 11Q: 3 clusters Score -1.585991e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 158285 members 
Entering Unmasked Estep 
Score: -15863625.000000 Penalty: 3914.141602
	Iteration 12Q: 3 clusters Score -1.586362e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 162441 members 
Entering Unmasked Estep 
Score: -15866132.000000 Penalty: 3914.141602
	Iteration 13Q: 3 clusters Score -1.586613e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 165225 members 
Entering Unmasked Estep 
Score: -15867683.000000 Penalty: 3914.141602
	Iteration 14Q: 3 clusters Score -1.586768e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 167087 members 
Entering Unmasked Estep 
Score: -15868669.000000 Penalty: 3914.141602
	Iteration 15Q: 3 clusters Score -1.586867e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 168212 members 
Entering Unmasked Estep 
Score: -15869303.000000 Penalty: 3914.141602
	Iteration 16Q: 3 clusters Score -1.58693e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -15869695.000000 Penalty: 3914.141602
	Iteration 17Q: 3 clusters Score -1.58697e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -15869847.000000 Penalty: 3914.141602
	Iteration 18Q: 3 clusters Score -1.586985e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -15869957.000000 Penalty: 3914.141602
	Iteration 19Q: 3 clusters Score -1.586996e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -15870019.000000 Penalty: 3914.141602
	Iteration 20F: 3 clusters Score -1.587002e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 169484 members 
Entering Unmasked Estep 
Score: -15870059.000000 Penalty: 3914.141602
	Iteration 21Q: 3 clusters Score -1.587006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 169529 members 
Entering Unmasked Estep 
Score: -15870066.000000 Penalty: 3914.141602
	Iteration 22Q: 3 clusters Score -1.587007e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 169563 members 
Entering Unmasked Estep 
Score: -15870098.000000 Penalty: 3914.141602
	Iteration 23Q: 3 clusters Score -1.58701e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -15870134.000000 Penalty: 3914.141602
	Iteration 24Q: 3 clusters Score -1.587013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 169612 members 
Entering Unmasked Estep 
Score: -15870143.000000 Penalty: 3914.141602
	Iteration 25Q: 3 clusters Score -1.587014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169620 members 
Entering Unmasked Estep 
Score: -15870146.000000 Penalty: 3914.141602
	Iteration 26Q: 3 clusters Score -1.587015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -15870149.000000 Penalty: 3914.141602
	Iteration 27Q: 3 clusters Score -1.587015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -15870157.000000 Penalty: 3914.141602
	Iteration 28Q: 3 clusters Score -1.587016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -15870165.000000 Penalty: 3914.141602
	Iteration 29Q: 3 clusters Score -1.587016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -15870169.000000 Penalty: 3914.141602
	Iteration 30Q: 3 clusters Score -1.587017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -15870176.000000 Penalty: 3914.141602
	Iteration 31Q: 3 clusters Score -1.587018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 169651 members 
Entering Unmasked Estep 
Score: -15870166.000000 Penalty: 3914.141602
	Iteration 32Q: 3 clusters Score -1.587017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169656 members 
Entering Unmasked Estep 
Score: -15870183.000000 Penalty: 3914.141602
	Iteration 33Q: 3 clusters Score -1.587018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 169657 members 
Entering Unmasked Estep 
Score: -15870185.000000 Penalty: 3914.141602
	Iteration 34Q: 3 clusters Score -1.587018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 169663 members 
Entering Unmasked Estep 
Score: -15870180.000000 Penalty: 3914.141602
	Iteration 35Q: 3 clusters Score -1.587018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -15870185.000000 Penalty: 3914.141602
	Iteration 36Q: 3 clusters Score -1.587018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -15870183.000000 Penalty: 3914.141602
	Iteration 37Q: 3 clusters Score -1.587018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -15870183.000000 Penalty: 3914.141602
	Iteration 38F: 3 clusters Score -1.587018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Entering Unmasked Estep 
Score: -2847693.750000 Penalty: 1675.264404
	Iteration 0F: 2 clusters Score -2847694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2827588.500000 Penalty: 3350.528809
	Iteration 0F: 3 clusters Score -2827588 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2835128.750000 Penalty: 3350.528809
	Iteration 1F: 3 clusters Score -2835129 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2835442.000000 Penalty: 3350.528809
	Iteration 2Q: 3 clusters Score -2835442 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2835752.500000 Penalty: 3350.528809
	Iteration 3Q: 3 clusters Score -2835752 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2836040.750000 Penalty: 3350.528809
	Iteration 4Q: 3 clusters Score -2836041 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2836372.750000 Penalty: 3350.528809
	Iteration 5Q: 3 clusters Score -2836373 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2836802.000000 Penalty: 3350.528809
	Iteration 6Q: 3 clusters Score -2836802 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2837422.000000 Penalty: 3350.528809
	Iteration 7Q: 3 clusters Score -2837422 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2838312.500000 Penalty: 3350.528809
	Iteration 8F: 3 clusters Score -2838312 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2839588.750000 Penalty: 3350.528809
	Iteration 9F: 3 clusters Score -2839589 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2841211.250000 Penalty: 3350.528809
	Iteration 10F: 3 clusters Score -2841211 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2842951.250000 Penalty: 3350.528809
	Iteration 11F: 3 clusters Score -2842951 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -2844338.500000 Penalty: 3350.528809
	Iteration 12F: 3 clusters Score -2844338 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -2845270.000000 Penalty: 3350.528809
	Iteration 13Q: 3 clusters Score -2845270 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -2845781.250000 Penalty: 3350.528809
	Iteration 14Q: 3 clusters Score -2845781 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -2846052.000000 Penalty: 3350.528809
	Iteration 15Q: 3 clusters Score -2846052 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -2846239.750000 Penalty: 3350.528809
	Iteration 16Q: 3 clusters Score -2846240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -2846351.750000 Penalty: 3350.528809
	Iteration 17Q: 3 clusters Score -2846352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -2846440.000000 Penalty: 3350.528809
	Iteration 18Q: 3 clusters Score -2846440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -2846481.750000 Penalty: 3350.528809
	Iteration 19Q: 3 clusters Score -2846482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -2846506.500000 Penalty: 3350.528809
	Iteration 20F: 3 clusters Score -2846506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2846517.500000 Penalty: 3350.528809
	Iteration 21Q: 3 clusters Score -2846518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -2846531.000000 Penalty: 3350.528809
	Iteration 22Q: 3 clusters Score -2846531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -2846548.750000 Penalty: 3350.528809
	Iteration 23Q: 3 clusters Score -2846549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -2846557.000000 Penalty: 3350.528809
	Iteration 24Q: 3 clusters Score -2846557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -2846559.750000 Penalty: 3350.528809
	Iteration 25Q: 3 clusters Score -2846560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2846567.000000 Penalty: 3350.528809
	Iteration 26Q: 3 clusters Score -2846567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -2846568.000000 Penalty: 3350.528809
	Iteration 27Q: 3 clusters Score -2846568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2846569.250000 Penalty: 3350.528809
	Iteration 28Q: 3 clusters Score -2846569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -2846567.000000 Penalty: 3350.528809
	Iteration 29Q: 3 clusters Score -2846567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -2846564.250000 Penalty: 3350.528809
	Iteration 30Q: 3 clusters Score -2846564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -2846567.750000 Penalty: 3350.528809
	Iteration 31Q: 3 clusters Score -2846568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -2846568.500000 Penalty: 3350.528809
	Iteration 32Q: 3 clusters Score -2846568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -2846572.750000 Penalty: 3350.528809
	Iteration 33Q: 3 clusters Score -2846573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -2846571.750000 Penalty: 3350.528809
	Iteration 34Q: 3 clusters Score -2846572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -2846570.000000 Penalty: 3350.528809
	Iteration 35Q: 3 clusters Score -2846570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -2846569.000000 Penalty: 3350.528809
	Iteration 36Q: 3 clusters Score -2846569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -2846571.250000 Penalty: 3350.528809
	Iteration 37Q: 3 clusters Score -2846571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -2846572.750000 Penalty: 3350.528809
	Iteration 38Q: 3 clusters Score -2846573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -2846575.250000 Penalty: 3350.528809
	Iteration 39Q: 3 clusters Score -2846575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -2846576.000000 Penalty: 3350.528809
	Iteration 40F: 3 clusters Score -2846576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Entering Unmasked Estep 
Score: -832854.187500 Penalty: 1478.181152
	Iteration 0F: 2 clusters Score -832854.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -826430.000000 Penalty: 2956.362305
	Iteration 0F: 3 clusters Score -826430 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -828475.812500 Penalty: 2956.362305
	Iteration 1F: 3 clusters Score -828475.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -828727.812500 Penalty: 2956.362305
	Iteration 2F: 3 clusters Score -828727.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -828900.875000 Penalty: 2956.362305
	Iteration 3Q: 3 clusters Score -828900.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -829038.187500 Penalty: 2956.362305
	Iteration 4Q: 3 clusters Score -829038.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -829160.375000 Penalty: 2956.362305
	Iteration 5Q: 3 clusters Score -829160.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -829260.000000 Penalty: 2956.362305
	Iteration 6Q: 3 clusters Score -829260 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -829331.375000 Penalty: 2956.362305
	Iteration 7Q: 3 clusters Score -829331.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -829385.062500 Penalty: 2956.362305
	Iteration 8Q: 3 clusters Score -829385.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -829427.562500 Penalty: 2956.362305
	Iteration 9Q: 3 clusters Score -829427.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -829473.875000 Penalty: 2956.362305
	Iteration 10Q: 3 clusters Score -829473.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -829533.187500 Penalty: 2956.362305
	Iteration 11Q: 3 clusters Score -829533.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -829619.187500 Penalty: 2956.362305
	Iteration 12Q: 3 clusters Score -829619.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -829736.187500 Penalty: 2956.362305
	Iteration 13Q: 3 clusters Score -829736.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -829912.625000 Penalty: 2956.362305
	Iteration 14Q: 3 clusters Score -829912.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -830176.875000 Penalty: 2956.362305
	Iteration 15Q: 3 clusters Score -830176.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -830463.812500 Penalty: 2956.362305
	Iteration 16Q: 3 clusters Score -830463.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -830705.000000 Penalty: 2956.362305
	Iteration 17Q: 3 clusters Score -830705 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -830919.000000 Penalty: 2956.362305
	Iteration 18Q: 3 clusters Score -830919 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -831065.312500 Penalty: 2956.362305
	Iteration 19Q: 3 clusters Score -831065.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -831147.500000 Penalty: 2956.362305
	Iteration 20F: 3 clusters Score -831147.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -831202.625000 Penalty: 2956.362305
	Iteration 21Q: 3 clusters Score -831202.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -831244.812500 Penalty: 2956.362305
	Iteration 22Q: 3 clusters Score -831244.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -831275.062500 Penalty: 2956.362305
	Iteration 23Q: 3 clusters Score -831275.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -831297.500000 Penalty: 2956.362305
	Iteration 24Q: 3 clusters Score -831297.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -831314.437500 Penalty: 2956.362305
	Iteration 25Q: 3 clusters Score -831314.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -831334.187500 Penalty: 2956.362305
	Iteration 26Q: 3 clusters Score -831334.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -831350.375000 Penalty: 2956.362305
	Iteration 27Q: 3 clusters Score -831350.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -831363.625000 Penalty: 2956.362305
	Iteration 28Q: 3 clusters Score -831363.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -831376.562500 Penalty: 2956.362305
	Iteration 29Q: 3 clusters Score -831376.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -831387.875000 Penalty: 2956.362305
	Iteration 30Q: 3 clusters Score -831387.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -831399.437500 Penalty: 2956.362305
	Iteration 31Q: 3 clusters Score -831399.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -831418.937500 Penalty: 2956.362305
	Iteration 32Q: 3 clusters Score -831418.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -831434.750000 Penalty: 2956.362305
	Iteration 33Q: 3 clusters Score -831434.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -831453.437500 Penalty: 2956.362305
	Iteration 34Q: 3 clusters Score -831453.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -831470.875000 Penalty: 2956.362305
	Iteration 35Q: 3 clusters Score -831470.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -831480.312500 Penalty: 2956.362305
	Iteration 36Q: 3 clusters Score -831480.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -831490.437500 Penalty: 2956.362305
	Iteration 37Q: 3 clusters Score -831490.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -831498.062500 Penalty: 2956.362305
	Iteration 38Q: 3 clusters Score -831498.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -831502.687500 Penalty: 2956.362305
	Iteration 39Q: 3 clusters Score -831502.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -831511.062500 Penalty: 2956.362305
	Iteration 40F: 3 clusters Score -831511.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -831519.312500 Penalty: 2956.362305
	Iteration 41Q: 3 clusters Score -831519.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -831524.625000 Penalty: 2956.362305
	Iteration 42Q: 3 clusters Score -831524.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -831530.062500 Penalty: 2956.362305
	Iteration 43Q: 3 clusters Score -831530.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -831533.187500 Penalty: 2956.362305
	Iteration 44Q: 3 clusters Score -831533.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -831535.875000 Penalty: 2956.362305
	Iteration 45Q: 3 clusters Score -831535.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -831538.812500 Penalty: 2956.362305
	Iteration 46Q: 3 clusters Score -831538.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -831539.875000 Penalty: 2956.362305
	Iteration 47Q: 3 clusters Score -831539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -831539.375000 Penalty: 2956.362305
	Iteration 48Q: 3 clusters Score -831539.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -831541.250000 Penalty: 2956.362305
	Iteration 49Q: 3 clusters Score -831541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -831541.500000 Penalty: 2956.362305
	Iteration 50Q: 3 clusters Score -831541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -831546.000000 Penalty: 2956.362305
	Iteration 51Q: 3 clusters Score -831546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -831547.250000 Penalty: 2956.362305
	Iteration 52Q: 3 clusters Score -831547.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -831548.000000 Penalty: 2956.362305
	Iteration 53Q: 3 clusters Score -831548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -831549.500000 Penalty: 2956.362305
	Iteration 54Q: 3 clusters Score -831549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -831550.562500 Penalty: 2956.362305
	Iteration 55Q: 3 clusters Score -831550.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -831552.187500 Penalty: 2956.362305
	Iteration 56Q: 3 clusters Score -831552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -831554.375000 Penalty: 2956.362305
	Iteration 57Q: 3 clusters Score -831554.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -831553.687500 Penalty: 2956.362305
	Iteration 58Q: 3 clusters Score -831553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -831555.062500 Penalty: 2956.362305
	Iteration 59Q: 3 clusters Score -831555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -831555.312500 Penalty: 2956.362305
	Iteration 60F: 3 clusters Score -831555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -831558.187500 Penalty: 2956.362305
	Iteration 61Q: 3 clusters Score -831558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -831558.062500 Penalty: 2956.362305
	Iteration 62Q: 3 clusters Score -831558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -831558.375000 Penalty: 2956.362305
	Iteration 63Q: 3 clusters Score -831558.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -831558.500000 Penalty: 2956.362305
	Iteration 64Q: 3 clusters Score -831558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -831559.812500 Penalty: 2956.362305
	Iteration 65Q: 3 clusters Score -831559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -831557.937500 Penalty: 2956.362305
	Iteration 66Q: 3 clusters Score -831557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -831559.937500 Penalty: 2956.362305
	Iteration 67Q: 3 clusters Score -831559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -831563.750000 Penalty: 2956.362305
	Iteration 68Q: 3 clusters Score -831563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -831565.187500 Penalty: 2956.362305
	Iteration 69Q: 3 clusters Score -831565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -831564.812500 Penalty: 2956.362305
	Iteration 70Q: 3 clusters Score -831564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -831568.062500 Penalty: 2956.362305
	Iteration 71Q: 3 clusters Score -831568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -831567.625000 Penalty: 2956.362305
	Iteration 72Q: 3 clusters Score -831567.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -831569.437500 Penalty: 2956.362305
	Iteration 73Q: 3 clusters Score -831569.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -831571.875000 Penalty: 2956.362305
	Iteration 74Q: 3 clusters Score -831571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -831572.187500 Penalty: 2956.362305
	Iteration 75Q: 3 clusters Score -831572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -831572.625000 Penalty: 2956.362305
	Iteration 76Q: 3 clusters Score -831572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -831575.062500 Penalty: 2956.362305
	Iteration 77Q: 3 clusters Score -831575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -831575.437500 Penalty: 2956.362305
	Iteration 78Q: 3 clusters Score -831575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -831574.375000 Penalty: 2956.362305
	Iteration 79Q: 3 clusters Score -831574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -831577.875000 Penalty: 2956.362305
	Iteration 80F: 3 clusters Score -831577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -831579.000000 Penalty: 2956.362305
	Iteration 81Q: 3 clusters Score -831579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -831580.500000 Penalty: 2956.362305
	Iteration 82Q: 3 clusters Score -831580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -831581.250000 Penalty: 2956.362305
	Iteration 83Q: 3 clusters Score -831581.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -831582.687500 Penalty: 2956.362305
	Iteration 84Q: 3 clusters Score -831582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -831583.750000 Penalty: 2956.362305
	Iteration 85Q: 3 clusters Score -831583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -831583.125000 Penalty: 2956.362305
	Iteration 86Q: 3 clusters Score -831583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -831587.375000 Penalty: 2956.362305
	Iteration 87Q: 3 clusters Score -831587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -831587.500000 Penalty: 2956.362305
	Iteration 88Q: 3 clusters Score -831587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -831587.375000 Penalty: 2956.362305
	Iteration 89Q: 3 clusters Score -831587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -831587.625000 Penalty: 2956.362305
	Iteration 90Q: 3 clusters Score -831587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -831587.000000 Penalty: 2956.362305
	Iteration 91Q: 3 clusters Score -831587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -831586.625000 Penalty: 2956.362305
	Iteration 92Q: 3 clusters Score -831586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -831587.562500 Penalty: 2956.362305
	Iteration 93Q: 3 clusters Score -831587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -831587.625000 Penalty: 2956.362305
	Iteration 94Q: 3 clusters Score -831587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -831589.062500 Penalty: 2956.362305
	Iteration 95Q: 3 clusters Score -831589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -831590.187500 Penalty: 2956.362305
	Iteration 96Q: 3 clusters Score -831590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -831589.187500 Penalty: 2956.362305
	Iteration 97Q: 3 clusters Score -831589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -831589.250000 Penalty: 2956.362305
	Iteration 98Q: 3 clusters Score -831589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -831590.687500 Penalty: 2956.362305
	Iteration 99Q: 3 clusters Score -831590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -831591.312500 Penalty: 2956.362305
	Iteration 100F: 3 clusters Score -831591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -831590.312500 Penalty: 2956.362305
	Iteration 101Q: 3 clusters Score -831590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -831590.312500 Penalty: 2956.362305
	Iteration 102F: 3 clusters Score -831590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -38002.863281 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -38002.86 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 249 members 
Entering Unmasked Estep 
Score: -36975.808594 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -36975.81 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37167.667969 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -37167.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37227.972656 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -37227.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37271.417969 Penalty: 2040.519531
	Iteration 3Q: 3 clusters Score -37271.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37313.933594 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -37313.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37359.171875 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -37359.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37420.070312 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -37420.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37478.023438 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -37478.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37513.281250 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -37513.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37531.839844 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -37531.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37541.156250 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -37541.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37555.273438 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -37555.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37556.085938 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -37556.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37558.316406 Penalty: 2040.519531
	Iteration 13Q: 3 clusters Score -37558.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37558.316406 Penalty: 2040.519531
	Iteration 14F: 3 clusters Score -37558.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (304711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304711 members 
Entering Unmasked Estep 
Score: -28358292.000000 Penalty: 2051.906738
	Iteration 0F: 2 clusters Score -2.835829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 152058 members 
Entering Unmasked Estep 
Score: -28162600.000000 Penalty: 4103.813477
	Iteration 0F: 3 clusters Score -2.81626e+07 nChanged 148501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 144317 members 
Entering Unmasked Estep 
Score: -28254600.000000 Penalty: 4103.813477
	Iteration 1F: 3 clusters Score -2.82546e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164638 members 
Mstep: Class 2 contains 140073 members 
Entering Unmasked Estep 
Score: -28258754.000000 Penalty: 4103.813477
	Iteration 2Q: 3 clusters Score -2.825875e+07 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170203 members 
Mstep: Class 2 contains 134508 members 
Entering Unmasked Estep 
Score: -28264592.000000 Penalty: 4103.813477
	Iteration 3Q: 3 clusters Score -2.826459e+07 nChanged 14965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 127833 members 
Entering Unmasked Estep 
Score: -28272682.000000 Penalty: 4103.813477
	Iteration 4Q: 3 clusters Score -2.827268e+07 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183914 members 
Mstep: Class 2 contains 120797 members 
Entering Unmasked Estep 
Score: -28282890.000000 Penalty: 4103.813477
	Iteration 5F: 3 clusters Score -2.828289e+07 nChanged 18410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190204 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -28294206.000000 Penalty: 4103.813477
	Iteration 6F: 3 clusters Score -2.829421e+07 nChanged 17906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194034 members 
Mstep: Class 2 contains 110677 members 
Entering Unmasked Estep 
Score: -28304146.000000 Penalty: 4103.813477
	Iteration 7F: 3 clusters Score -2.830415e+07 nChanged 15314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195062 members 
Mstep: Class 2 contains 109649 members 
Entering Unmasked Estep 
Score: -28311038.000000 Penalty: 4103.813477
	Iteration 8F: 3 clusters Score -2.831104e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193999 members 
Mstep: Class 2 contains 110712 members 
Entering Unmasked Estep 
Score: -28315532.000000 Penalty: 4103.813477
	Iteration 9Q: 3 clusters Score -2.831553e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191773 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -28317398.000000 Penalty: 4103.813477
	Iteration 10Q: 3 clusters Score -2.83174e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189107 members 
Mstep: Class 2 contains 115604 members 
Entering Unmasked Estep 
Score: -28318068.000000 Penalty: 4103.813477
	Iteration 11Q: 3 clusters Score -2.831807e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186302 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -28318284.000000 Penalty: 4103.813477
	Iteration 12Q: 3 clusters Score -2.831828e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183407 members 
Mstep: Class 2 contains 121304 members 
Entering Unmasked Estep 
Score: -28318430.000000 Penalty: 4103.813477
	Iteration 13Q: 3 clusters Score -2.831843e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180609 members 
Mstep: Class 2 contains 124102 members 
Entering Unmasked Estep 
Score: -28318644.000000 Penalty: 4103.813477
	Iteration 14Q: 3 clusters Score -2.831864e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177860 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -28318754.000000 Penalty: 4103.813477
	Iteration 15Q: 3 clusters Score -2.831875e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175330 members 
Mstep: Class 2 contains 129381 members 
Entering Unmasked Estep 
Score: -28319106.000000 Penalty: 4103.813477
	Iteration 16Q: 3 clusters Score -2.831911e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -28319230.000000 Penalty: 4103.813477
	Iteration 17Q: 3 clusters Score -2.831923e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170698 members 
Mstep: Class 2 contains 134013 members 
Entering Unmasked Estep 
Score: -28319480.000000 Penalty: 4103.813477
	Iteration 18Q: 3 clusters Score -2.831948e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168723 members 
Mstep: Class 2 contains 135988 members 
Entering Unmasked Estep 
Score: -28319768.000000 Penalty: 4103.813477
	Iteration 19Q: 3 clusters Score -2.831977e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 137807 members 
Entering Unmasked Estep 
Score: -28320082.000000 Penalty: 4103.813477
	Iteration 20F: 3 clusters Score -2.832008e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165323 members 
Mstep: Class 2 contains 139388 members 
Entering Unmasked Estep 
Score: -28320202.000000 Penalty: 4103.813477
	Iteration 21Q: 3 clusters Score -2.83202e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 140931 members 
Entering Unmasked Estep 
Score: -28320406.000000 Penalty: 4103.813477
	Iteration 22Q: 3 clusters Score -2.832041e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 142223 members 
Entering Unmasked Estep 
Score: -28320778.000000 Penalty: 4103.813477
	Iteration 23Q: 3 clusters Score -2.832078e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161353 members 
Mstep: Class 2 contains 143358 members 
Entering Unmasked Estep 
Score: -28321050.000000 Penalty: 4103.813477
	Iteration 24Q: 3 clusters Score -2.832105e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 144265 members 
Entering Unmasked Estep 
Score: -28321214.000000 Penalty: 4103.813477
	Iteration 25Q: 3 clusters Score -2.832121e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -28321336.000000 Penalty: 4103.813477
	Iteration 26Q: 3 clusters Score -2.832134e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158902 members 
Mstep: Class 2 contains 145809 members 
Entering Unmasked Estep 
Score: -28321510.000000 Penalty: 4103.813477
	Iteration 27Q: 3 clusters Score -2.832151e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158234 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -28321818.000000 Penalty: 4103.813477
	Iteration 28Q: 3 clusters Score -2.832182e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157603 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -28321900.000000 Penalty: 4103.813477
	Iteration 29Q: 3 clusters Score -2.83219e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157070 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -28322162.000000 Penalty: 4103.813477
	Iteration 30Q: 3 clusters Score -2.832216e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156627 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -28322298.000000 Penalty: 4103.813477
	Iteration 31Q: 3 clusters Score -2.83223e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156243 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -28322542.000000 Penalty: 4103.813477
	Iteration 32Q: 3 clusters Score -2.832254e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 148787 members 
Entering Unmasked Estep 
Score: -28322838.000000 Penalty: 4103.813477
	Iteration 33Q: 3 clusters Score -2.832284e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 149008 members 
Entering Unmasked Estep 
Score: -28323086.000000 Penalty: 4103.813477
	Iteration 34Q: 3 clusters Score -2.832309e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155540 members 
Mstep: Class 2 contains 149171 members 
Entering Unmasked Estep 
Score: -28323300.000000 Penalty: 4103.813477
	Iteration 35Q: 3 clusters Score -2.83233e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -28323368.000000 Penalty: 4103.813477
	Iteration 36Q: 3 clusters Score -2.832337e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Mstep: Class 2 contains 149401 members 
Entering Unmasked Estep 
Score: -28323586.000000 Penalty: 4103.813477
	Iteration 37Q: 3 clusters Score -2.832359e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155249 members 
Mstep: Class 2 contains 149462 members 
Entering Unmasked Estep 
Score: -28323892.000000 Penalty: 4103.813477
	Iteration 38Q: 3 clusters Score -2.832389e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 149470 members 
Entering Unmasked Estep 
Score: -28324036.000000 Penalty: 4103.813477
	Iteration 39Q: 3 clusters Score -2.832404e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -28324146.000000 Penalty: 4103.813477
	Iteration 40F: 3 clusters Score -2.832415e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155330 members 
Mstep: Class 2 contains 149381 members 
Entering Unmasked Estep 
Score: -28324282.000000 Penalty: 4103.813477
	Iteration 41Q: 3 clusters Score -2.832428e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -28324406.000000 Penalty: 4103.813477
	Iteration 42Q: 3 clusters Score -2.832441e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 149241 members 
Entering Unmasked Estep 
Score: -28324466.000000 Penalty: 4103.813477
	Iteration 43Q: 3 clusters Score -2.832447e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155504 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -28324566.000000 Penalty: 4103.813477
	Iteration 44Q: 3 clusters Score -2.832457e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155541 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -28324610.000000 Penalty: 4103.813477
	Iteration 45Q: 3 clusters Score -2.832461e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -28324654.000000 Penalty: 4103.813477
	Iteration 46Q: 3 clusters Score -2.832465e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 149116 members 
Entering Unmasked Estep 
Score: -28324850.000000 Penalty: 4103.813477
	Iteration 47Q: 3 clusters Score -2.832485e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155624 members 
Mstep: Class 2 contains 149087 members 
Entering Unmasked Estep 
Score: -28324964.000000 Penalty: 4103.813477
	Iteration 48Q: 3 clusters Score -2.832496e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 149004 members 
Entering Unmasked Estep 
Score: -28325082.000000 Penalty: 4103.813477
	Iteration 49Q: 3 clusters Score -2.832508e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 148963 members 
Entering Unmasked Estep 
Score: -28325144.000000 Penalty: 4103.813477
	Iteration 50Q: 3 clusters Score -2.832514e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155858 members 
Mstep: Class 2 contains 148853 members 
Entering Unmasked Estep 
Score: -28325226.000000 Penalty: 4103.813477
	Iteration 51Q: 3 clusters Score -2.832523e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155995 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -28325338.000000 Penalty: 4103.813477
	Iteration 52Q: 3 clusters Score -2.832534e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156112 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -28325336.000000 Penalty: 4103.813477
	Iteration 53Q: 3 clusters Score -2.832534e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -28325396.000000 Penalty: 4103.813477
	Iteration 54Q: 3 clusters Score -2.83254e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156197 members 
Mstep: Class 2 contains 148514 members 
Entering Unmasked Estep 
Score: -28325508.000000 Penalty: 4103.813477
	Iteration 55Q: 3 clusters Score -2.832551e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156234 members 
Mstep: Class 2 contains 148477 members 
Entering Unmasked Estep 
Score: -28325452.000000 Penalty: 4103.813477
	Iteration 56Q: 3 clusters Score -2.832545e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156262 members 
Mstep: Class 2 contains 148449 members 
Entering Unmasked Estep 
Score: -28325572.000000 Penalty: 4103.813477
	Iteration 57Q: 3 clusters Score -2.832557e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156391 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -28325708.000000 Penalty: 4103.813477
	Iteration 58Q: 3 clusters Score -2.832571e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 148166 members 
Entering Unmasked Estep 
Score: -28325906.000000 Penalty: 4103.813477
	Iteration 59Q: 3 clusters Score -2.832591e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156696 members 
Mstep: Class 2 contains 148015 members 
Entering Unmasked Estep 
Score: -28326034.000000 Penalty: 4103.813477
	Iteration 60F: 3 clusters Score -2.832603e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 147899 members 
Entering Unmasked Estep 
Score: -28326140.000000 Penalty: 4103.813477
	Iteration 61Q: 3 clusters Score -2.832614e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -28326226.000000 Penalty: 4103.813477
	Iteration 62Q: 3 clusters Score -2.832623e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -28326314.000000 Penalty: 4103.813477
	Iteration 63Q: 3 clusters Score -2.832631e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 147377 members 
Entering Unmasked Estep 
Score: -28326366.000000 Penalty: 4103.813477
	Iteration 64Q: 3 clusters Score -2.832637e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 147184 members 
Entering Unmasked Estep 
Score: -28326338.000000 Penalty: 4103.813477
	Iteration 65Q: 3 clusters Score -2.832634e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157778 members 
Mstep: Class 2 contains 146933 members 
Entering Unmasked Estep 
Score: -28326384.000000 Penalty: 4103.813477
	Iteration 66Q: 3 clusters Score -2.832638e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 146611 members 
Entering Unmasked Estep 
Score: -28326446.000000 Penalty: 4103.813477
	Iteration 67Q: 3 clusters Score -2.832645e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158433 members 
Mstep: Class 2 contains 146278 members 
Entering Unmasked Estep 
Score: -28326550.000000 Penalty: 4103.813477
	Iteration 68Q: 3 clusters Score -2.832655e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 145960 members 
Entering Unmasked Estep 
Score: -28326584.000000 Penalty: 4103.813477
	Iteration 69Q: 3 clusters Score -2.832658e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 145603 members 
Entering Unmasked Estep 
Score: -28326686.000000 Penalty: 4103.813477
	Iteration 70Q: 3 clusters Score -2.832669e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159485 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -28326724.000000 Penalty: 4103.813477
	Iteration 71Q: 3 clusters Score -2.832672e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159915 members 
Mstep: Class 2 contains 144796 members 
Entering Unmasked Estep 
Score: -28326708.000000 Penalty: 4103.813477
	Iteration 72Q: 3 clusters Score -2.832671e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160388 members 
Mstep: Class 2 contains 144323 members 
Entering Unmasked Estep 
Score: -28326616.000000 Penalty: 4103.813477
	Iteration 73Q: 3 clusters Score -2.832662e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160923 members 
Mstep: Class 2 contains 143788 members 
Entering Unmasked Estep 
Score: -28326658.000000 Penalty: 4103.813477
	Iteration 74Q: 3 clusters Score -2.832666e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
Score: -28326584.000000 Penalty: 4103.813477
	Iteration 75Q: 3 clusters Score -2.832658e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 142657 members 
Entering Unmasked Estep 
Score: -28326670.000000 Penalty: 4103.813477
	Iteration 76Q: 3 clusters Score -2.832667e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162640 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -28326728.000000 Penalty: 4103.813477
	Iteration 77Q: 3 clusters Score -2.832673e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163274 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -28326732.000000 Penalty: 4103.813477
	Iteration 78Q: 3 clusters Score -2.832673e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 140769 members 
Entering Unmasked Estep 
Score: -28326684.000000 Penalty: 4103.813477
	Iteration 79Q: 3 clusters Score -2.832668e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164621 members 
Mstep: Class 2 contains 140090 members 
Entering Unmasked Estep 
Score: -28326650.000000 Penalty: 4103.813477
	Iteration 80F: 3 clusters Score -2.832665e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165336 members 
Mstep: Class 2 contains 139375 members 
Entering Unmasked Estep 
Score: -28326722.000000 Penalty: 4103.813477
	Iteration 81Q: 3 clusters Score -2.832672e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166056 members 
Mstep: Class 2 contains 138655 members 
Entering Unmasked Estep 
Score: -28326708.000000 Penalty: 4103.813477
	Iteration 82Q: 3 clusters Score -2.832671e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166801 members 
Mstep: Class 2 contains 137910 members 
Entering Unmasked Estep 
Score: -28326680.000000 Penalty: 4103.813477
	Iteration 83Q: 3 clusters Score -2.832668e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167606 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -28326716.000000 Penalty: 4103.813477
	Iteration 84Q: 3 clusters Score -2.832672e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168436 members 
Mstep: Class 2 contains 136275 members 
Entering Unmasked Estep 
Score: -28326672.000000 Penalty: 4103.813477
	Iteration 85Q: 3 clusters Score -2.832667e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169281 members 
Mstep: Class 2 contains 135430 members 
Entering Unmasked Estep 
Score: -28326658.000000 Penalty: 4103.813477
	Iteration 86Q: 3 clusters Score -2.832666e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170132 members 
Mstep: Class 2 contains 134579 members 
Entering Unmasked Estep 
Score: -28326618.000000 Penalty: 4103.813477
	Iteration 87Q: 3 clusters Score -2.832662e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 133633 members 
Entering Unmasked Estep 
Score: -28326494.000000 Penalty: 4103.813477
	Iteration 88Q: 3 clusters Score -2.832649e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171989 members 
Mstep: Class 2 contains 132722 members 
Entering Unmasked Estep 
Score: -28326460.000000 Penalty: 4103.813477
	Iteration 89Q: 3 clusters Score -2.832646e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -28326348.000000 Penalty: 4103.813477
	Iteration 90Q: 3 clusters Score -2.832635e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 130813 members 
Entering Unmasked Estep 
Score: -28326384.000000 Penalty: 4103.813477
	Iteration 91Q: 3 clusters Score -2.832638e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174885 members 
Mstep: Class 2 contains 129826 members 
Entering Unmasked Estep 
Score: -28326284.000000 Penalty: 4103.813477
	Iteration 92Q: 3 clusters Score -2.832628e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175906 members 
Mstep: Class 2 contains 128805 members 
Entering Unmasked Estep 
Score: -28326402.000000 Penalty: 4103.813477
	Iteration 93Q: 3 clusters Score -2.83264e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176949 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -28326344.000000 Penalty: 4103.813477
	Iteration 94Q: 3 clusters Score -2.832634e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177984 members 
Mstep: Class 2 contains 126727 members 
Entering Unmasked Estep 
Score: -28326374.000000 Penalty: 4103.813477
	Iteration 95Q: 3 clusters Score -2.832637e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179001 members 
Mstep: Class 2 contains 125710 members 
Entering Unmasked Estep 
Score: -28326452.000000 Penalty: 4103.813477
	Iteration 96Q: 3 clusters Score -2.832645e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179986 members 
Mstep: Class 2 contains 124725 members 
Entering Unmasked Estep 
Score: -28326488.000000 Penalty: 4103.813477
	Iteration 97Q: 3 clusters Score -2.832649e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180976 members 
Mstep: Class 2 contains 123735 members 
Entering Unmasked Estep 
Score: -28326608.000000 Penalty: 4103.813477
	Iteration 98Q: 3 clusters Score -2.832661e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -28326564.000000 Penalty: 4103.813477
	Iteration 99Q: 3 clusters Score -2.832656e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 121697 members 
Entering Unmasked Estep 
Score: -28326454.000000 Penalty: 4103.813477
	Iteration 100F: 3 clusters Score -2.832645e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184074 members 
Mstep: Class 2 contains 120637 members 
Entering Unmasked Estep 
Score: -28326406.000000 Penalty: 4103.813477
	Iteration 101Q: 3 clusters Score -2.832641e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185106 members 
Mstep: Class 2 contains 119605 members 
Entering Unmasked Estep 
Score: -28326416.000000 Penalty: 4103.813477
	Iteration 102Q: 3 clusters Score -2.832642e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186104 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -28326282.000000 Penalty: 4103.813477
	Iteration 103Q: 3 clusters Score -2.832628e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
Score: -28326292.000000 Penalty: 4103.813477
	Iteration 104Q: 3 clusters Score -2.832629e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188084 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -28326278.000000 Penalty: 4103.813477
	Iteration 105Q: 3 clusters Score -2.832628e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189103 members 
Mstep: Class 2 contains 115608 members 
Entering Unmasked Estep 
Score: -28326134.000000 Penalty: 4103.813477
	Iteration 106Q: 3 clusters Score -2.832613e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -28326074.000000 Penalty: 4103.813477
	Iteration 107Q: 3 clusters Score -2.832607e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191123 members 
Mstep: Class 2 contains 113588 members 
Entering Unmasked Estep 
Score: -28326026.000000 Penalty: 4103.813477
	Iteration 108Q: 3 clusters Score -2.832603e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192111 members 
Mstep: Class 2 contains 112600 members 
Entering Unmasked Estep 
Score: -28325916.000000 Penalty: 4103.813477
	Iteration 109Q: 3 clusters Score -2.832592e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193052 members 
Mstep: Class 2 contains 111659 members 
Entering Unmasked Estep 
Score: -28325942.000000 Penalty: 4103.813477
	Iteration 110Q: 3 clusters Score -2.832594e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193919 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -28325948.000000 Penalty: 4103.813477
	Iteration 111Q: 3 clusters Score -2.832595e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194811 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -28326066.000000 Penalty: 4103.813477
	Iteration 112Q: 3 clusters Score -2.832607e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195685 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -28325990.000000 Penalty: 4103.813477
	Iteration 113Q: 3 clusters Score -2.832599e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196522 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -28325972.000000 Penalty: 4103.813477
	Iteration 114Q: 3 clusters Score -2.832597e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197306 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -28325854.000000 Penalty: 4103.813477
	Iteration 115Q: 3 clusters Score -2.832585e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198112 members 
Mstep: Class 2 contains 106599 members 
Entering Unmasked Estep 
Score: -28325848.000000 Penalty: 4103.813477
	Iteration 116Q: 3 clusters Score -2.832585e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198953 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -28325898.000000 Penalty: 4103.813477
	Iteration 117Q: 3 clusters Score -2.83259e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199771 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -28325874.000000 Penalty: 4103.813477
	Iteration 118Q: 3 clusters Score -2.832587e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200569 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -28325884.000000 Penalty: 4103.813477
	Iteration 119Q: 3 clusters Score -2.832588e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201345 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -28325846.000000 Penalty: 4103.813477
	Iteration 120F: 3 clusters Score -2.832585e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202131 members 
Mstep: Class 2 contains 102580 members 
Entering Unmasked Estep 
Score: -28326010.000000 Penalty: 4103.813477
	Iteration 121Q: 3 clusters Score -2.832601e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202960 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -28325948.000000 Penalty: 4103.813477
	Iteration 122Q: 3 clusters Score -2.832595e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203801 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -28325978.000000 Penalty: 4103.813477
	Iteration 123Q: 3 clusters Score -2.832598e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204657 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -28325972.000000 Penalty: 4103.813477
	Iteration 124Q: 3 clusters Score -2.832597e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205464 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -28325984.000000 Penalty: 4103.813477
	Iteration 125Q: 3 clusters Score -2.832598e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206284 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -28326042.000000 Penalty: 4103.813477
	Iteration 126Q: 3 clusters Score -2.832604e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207125 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -28326140.000000 Penalty: 4103.813477
	Iteration 127Q: 3 clusters Score -2.832614e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207998 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -28326136.000000 Penalty: 4103.813477
	Iteration 128Q: 3 clusters Score -2.832614e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208862 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -28326258.000000 Penalty: 4103.813477
	Iteration 129Q: 3 clusters Score -2.832626e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209670 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -28326170.000000 Penalty: 4103.813477
	Iteration 130Q: 3 clusters Score -2.832617e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210440 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -28326072.000000 Penalty: 4103.813477
	Iteration 131Q: 3 clusters Score -2.832607e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211295 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -28326212.000000 Penalty: 4103.813477
	Iteration 132Q: 3 clusters Score -2.832621e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212184 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -28326226.000000 Penalty: 4103.813477
	Iteration 133Q: 3 clusters Score -2.832623e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213143 members 
Mstep: Class 2 contains 91568 members 
Entering Unmasked Estep 
Score: -28326192.000000 Penalty: 4103.813477
	Iteration 134Q: 3 clusters Score -2.832619e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214134 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -28326302.000000 Penalty: 4103.813477
	Iteration 135Q: 3 clusters Score -2.83263e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215149 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -28326424.000000 Penalty: 4103.813477
	Iteration 136Q: 3 clusters Score -2.832642e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216255 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -28326502.000000 Penalty: 4103.813477
	Iteration 137Q: 3 clusters Score -2.83265e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217409 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -28326556.000000 Penalty: 4103.813477
	Iteration 138Q: 3 clusters Score -2.832656e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218592 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -28326822.000000 Penalty: 4103.813477
	Iteration 139Q: 3 clusters Score -2.832682e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219888 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -28327048.000000 Penalty: 4103.813477
	Iteration 140F: 3 clusters Score -2.832705e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221291 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -28327376.000000 Penalty: 4103.813477
	Iteration 141Q: 3 clusters Score -2.832738e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222816 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -28327776.000000 Penalty: 4103.813477
	Iteration 142Q: 3 clusters Score -2.832778e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224480 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -28328358.000000 Penalty: 4103.813477
	Iteration 143Q: 3 clusters Score -2.832836e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226328 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -28329028.000000 Penalty: 4103.813477
	Iteration 144Q: 3 clusters Score -2.832903e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228463 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -28329806.000000 Penalty: 4103.813477
	Iteration 145Q: 3 clusters Score -2.832981e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230796 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -28330978.000000 Penalty: 4103.813477
	Iteration 146Q: 3 clusters Score -2.833098e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233259 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -28331966.000000 Penalty: 4103.813477
	Iteration 147Q: 3 clusters Score -2.833197e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235730 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -28333124.000000 Penalty: 4103.813477
	Iteration 148Q: 3 clusters Score -2.833312e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238273 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -28334380.000000 Penalty: 4103.813477
	Iteration 149Q: 3 clusters Score -2.833438e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240794 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -28335892.000000 Penalty: 4103.813477
	Iteration 150Q: 3 clusters Score -2.833589e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243305 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -28337054.000000 Penalty: 4103.813477
	Iteration 151Q: 3 clusters Score -2.833705e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245833 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -28338418.000000 Penalty: 4103.813477
	Iteration 152Q: 3 clusters Score -2.833842e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248323 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -28339656.000000 Penalty: 4103.813477
	Iteration 153Q: 3 clusters Score -2.833966e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250795 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -28340878.000000 Penalty: 4103.813477
	Iteration 154Q: 3 clusters Score -2.834088e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253187 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -28342052.000000 Penalty: 4103.813477
	Iteration 155Q: 3 clusters Score -2.834205e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255496 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -28343446.000000 Penalty: 4103.813477
	Iteration 156Q: 3 clusters Score -2.834345e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257763 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -28344494.000000 Penalty: 4103.813477
	Iteration 157Q: 3 clusters Score -2.834449e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259964 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -28345584.000000 Penalty: 4103.813477
	Iteration 158Q: 3 clusters Score -2.834558e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262237 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -28346552.000000 Penalty: 4103.813477
	Iteration 159Q: 3 clusters Score -2.834655e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264385 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -28347480.000000 Penalty: 4103.813477
	Iteration 160F: 3 clusters Score -2.834748e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266355 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -28348380.000000 Penalty: 4103.813477
	Iteration 161Q: 3 clusters Score -2.834838e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268222 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -28349200.000000 Penalty: 4103.813477
	Iteration 162Q: 3 clusters Score -2.83492e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270015 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -28350112.000000 Penalty: 4103.813477
	Iteration 163Q: 3 clusters Score -2.835011e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271767 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -28350886.000000 Penalty: 4103.813477
	Iteration 164Q: 3 clusters Score -2.835089e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273450 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -28351610.000000 Penalty: 4103.813477
	Iteration 165Q: 3 clusters Score -2.835161e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275088 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -28352368.000000 Penalty: 4103.813477
	Iteration 166Q: 3 clusters Score -2.835237e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276578 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -28352956.000000 Penalty: 4103.813477
	Iteration 167Q: 3 clusters Score -2.835296e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277959 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -28353626.000000 Penalty: 4103.813477
	Iteration 168Q: 3 clusters Score -2.835363e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279289 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -28354280.000000 Penalty: 4103.813477
	Iteration 169Q: 3 clusters Score -2.835428e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280557 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -28354854.000000 Penalty: 4103.813477
	Iteration 170Q: 3 clusters Score -2.835485e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281783 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -28355440.000000 Penalty: 4103.813477
	Iteration 171Q: 3 clusters Score -2.835544e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282944 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -28355866.000000 Penalty: 4103.813477
	Iteration 172Q: 3 clusters Score -2.835587e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283992 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -28356416.000000 Penalty: 4103.813477
	Iteration 173Q: 3 clusters Score -2.835642e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284975 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -28356798.000000 Penalty: 4103.813477
	Iteration 174Q: 3 clusters Score -2.83568e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285854 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -28357100.000000 Penalty: 4103.813477
	Iteration 175Q: 3 clusters Score -2.83571e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286641 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -28357474.000000 Penalty: 4103.813477
	Iteration 176Q: 3 clusters Score -2.835747e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287342 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -28357734.000000 Penalty: 4103.813477
	Iteration 177Q: 3 clusters Score -2.835773e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288032 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -28358034.000000 Penalty: 4103.813477
	Iteration 178Q: 3 clusters Score -2.835803e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288689 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -28358260.000000 Penalty: 4103.813477
	Iteration 179Q: 3 clusters Score -2.835826e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289308 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -28358532.000000 Penalty: 4103.813477
	Iteration 180F: 3 clusters Score -2.835853e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289880 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -28358748.000000 Penalty: 4103.813477
	Iteration 181Q: 3 clusters Score -2.835875e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290428 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -28358972.000000 Penalty: 4103.813477
	Iteration 182Q: 3 clusters Score -2.835897e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290949 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -28359168.000000 Penalty: 4103.813477
	Iteration 183Q: 3 clusters Score -2.835917e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291431 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -28359254.000000 Penalty: 4103.813477
	Iteration 184Q: 3 clusters Score -2.835925e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291874 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -28359330.000000 Penalty: 4103.813477
	Iteration 185Q: 3 clusters Score -2.835933e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292286 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -28359484.000000 Penalty: 4103.813477
	Iteration 186Q: 3 clusters Score -2.835948e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292690 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -28359628.000000 Penalty: 4103.813477
	Iteration 187Q: 3 clusters Score -2.835963e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293059 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -28359822.000000 Penalty: 4103.813477
	Iteration 188Q: 3 clusters Score -2.835982e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293379 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -28359846.000000 Penalty: 4103.813477
	Iteration 189Q: 3 clusters Score -2.835985e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293655 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -28359918.000000 Penalty: 4103.813477
	Iteration 190Q: 3 clusters Score -2.835992e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293912 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -28360002.000000 Penalty: 4103.813477
	Iteration 191Q: 3 clusters Score -2.836e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294147 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -28360060.000000 Penalty: 4103.813477
	Iteration 192Q: 3 clusters Score -2.836006e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294384 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -28360118.000000 Penalty: 4103.813477
	Iteration 193Q: 3 clusters Score -2.836012e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294611 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -28360262.000000 Penalty: 4103.813477
	Iteration 194Q: 3 clusters Score -2.836026e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294821 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -28360284.000000 Penalty: 4103.813477
	Iteration 195Q: 3 clusters Score -2.836028e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295021 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -28360352.000000 Penalty: 4103.813477
	Iteration 196Q: 3 clusters Score -2.836035e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295204 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -28360410.000000 Penalty: 4103.813477
	Iteration 197Q: 3 clusters Score -2.836041e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295372 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -28360466.000000 Penalty: 4103.813477
	Iteration 198Q: 3 clusters Score -2.836047e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295539 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -28360520.000000 Penalty: 4103.813477
	Iteration 199Q: 3 clusters Score -2.836052e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295692 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -28360584.000000 Penalty: 4103.813477
	Iteration 200F: 3 clusters Score -2.836058e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295828 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -28360622.000000 Penalty: 4103.813477
	Iteration 201Q: 3 clusters Score -2.836062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295930 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -28360634.000000 Penalty: 4103.813477
	Iteration 202Q: 3 clusters Score -2.836063e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296027 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -28360692.000000 Penalty: 4103.813477
	Iteration 203Q: 3 clusters Score -2.836069e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296111 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -28360682.000000 Penalty: 4103.813477
	Iteration 204Q: 3 clusters Score -2.836068e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296179 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -28360754.000000 Penalty: 4103.813477
	Iteration 205Q: 3 clusters Score -2.836075e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296225 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -28360744.000000 Penalty: 4103.813477
	Iteration 206Q: 3 clusters Score -2.836074e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296284 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -28360754.000000 Penalty: 4103.813477
	Iteration 207Q: 3 clusters Score -2.836075e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296349 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -28360724.000000 Penalty: 4103.813477
	Iteration 208Q: 3 clusters Score -2.836072e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296415 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -28360728.000000 Penalty: 4103.813477
	Iteration 209Q: 3 clusters Score -2.836073e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296479 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -28360766.000000 Penalty: 4103.813477
	Iteration 210Q: 3 clusters Score -2.836077e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296529 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -28360772.000000 Penalty: 4103.813477
	Iteration 211Q: 3 clusters Score -2.836077e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296573 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -28360794.000000 Penalty: 4103.813477
	Iteration 212Q: 3 clusters Score -2.836079e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296611 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -28360820.000000 Penalty: 4103.813477
	Iteration 213Q: 3 clusters Score -2.836082e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296649 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -28360818.000000 Penalty: 4103.813477
	Iteration 214Q: 3 clusters Score -2.836082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296677 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -28360824.000000 Penalty: 4103.813477
	Iteration 215Q: 3 clusters Score -2.836082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296700 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -28360826.000000 Penalty: 4103.813477
	Iteration 216Q: 3 clusters Score -2.836083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296735 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -28360850.000000 Penalty: 4103.813477
	Iteration 217Q: 3 clusters Score -2.836085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296770 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -28360842.000000 Penalty: 4103.813477
	Iteration 218Q: 3 clusters Score -2.836084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296807 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -28360846.000000 Penalty: 4103.813477
	Iteration 219Q: 3 clusters Score -2.836085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296839 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -28360846.000000 Penalty: 4103.813477
	Iteration 220F: 3 clusters Score -2.836085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296870 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -28360840.000000 Penalty: 4103.813477
	Iteration 221Q: 3 clusters Score -2.836084e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296899 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -28360834.000000 Penalty: 4103.813477
	Iteration 222Q: 3 clusters Score -2.836083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296926 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -28360858.000000 Penalty: 4103.813477
	Iteration 223Q: 3 clusters Score -2.836086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296956 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -28360852.000000 Penalty: 4103.813477
	Iteration 224Q: 3 clusters Score -2.836085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296983 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -28360878.000000 Penalty: 4103.813477
	Iteration 225Q: 3 clusters Score -2.836088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297006 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -28360888.000000 Penalty: 4103.813477
	Iteration 226Q: 3 clusters Score -2.836089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297033 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -28360922.000000 Penalty: 4103.813477
	Iteration 227Q: 3 clusters Score -2.836092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297048 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -28360940.000000 Penalty: 4103.813477
	Iteration 228Q: 3 clusters Score -2.836094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297069 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -28360936.000000 Penalty: 4103.813477
	Iteration 229Q: 3 clusters Score -2.836094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297096 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -28360944.000000 Penalty: 4103.813477
	Iteration 230Q: 3 clusters Score -2.836094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297136 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -28360954.000000 Penalty: 4103.813477
	Iteration 231Q: 3 clusters Score -2.836095e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297164 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -28360962.000000 Penalty: 4103.813477
	Iteration 232Q: 3 clusters Score -2.836096e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297198 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -28360932.000000 Penalty: 4103.813477
	Iteration 233Q: 3 clusters Score -2.836093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297227 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -28360940.000000 Penalty: 4103.813477
	Iteration 234Q: 3 clusters Score -2.836094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297245 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -28360938.000000 Penalty: 4103.813477
	Iteration 235Q: 3 clusters Score -2.836094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297265 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -28360936.000000 Penalty: 4103.813477
	Iteration 236Q: 3 clusters Score -2.836094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297286 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -28360940.000000 Penalty: 4103.813477
	Iteration 237Q: 3 clusters Score -2.836094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297312 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -28360952.000000 Penalty: 4103.813477
	Iteration 238Q: 3 clusters Score -2.836095e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297335 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -28360950.000000 Penalty: 4103.813477
	Iteration 239Q: 3 clusters Score -2.836095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297355 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -28360968.000000 Penalty: 4103.813477
	Iteration 240F: 3 clusters Score -2.836097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297367 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -28360990.000000 Penalty: 4103.813477
	Iteration 241Q: 3 clusters Score -2.836099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297392 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -28361002.000000 Penalty: 4103.813477
	Iteration 242Q: 3 clusters Score -2.8361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297418 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -28360990.000000 Penalty: 4103.813477
	Iteration 243Q: 3 clusters Score -2.836099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297440 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -28360958.000000 Penalty: 4103.813477
	Iteration 244Q: 3 clusters Score -2.836096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297463 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -28360952.000000 Penalty: 4103.813477
	Iteration 245Q: 3 clusters Score -2.836095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297486 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -28360932.000000 Penalty: 4103.813477
	Iteration 246Q: 3 clusters Score -2.836093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297512 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -28360916.000000 Penalty: 4103.813477
	Iteration 247Q: 3 clusters Score -2.836092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297539 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -28360912.000000 Penalty: 4103.813477
	Iteration 248Q: 3 clusters Score -2.836091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297572 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -28360876.000000 Penalty: 4103.813477
	Iteration 249Q: 3 clusters Score -2.836088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297596 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -28360864.000000 Penalty: 4103.813477
	Iteration 250Q: 3 clusters Score -2.836086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297620 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -28360844.000000 Penalty: 4103.813477
	Iteration 251Q: 3 clusters Score -2.836084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297644 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -28360816.000000 Penalty: 4103.813477
	Iteration 252Q: 3 clusters Score -2.836082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297661 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -28360812.000000 Penalty: 4103.813477
	Iteration 253Q: 3 clusters Score -2.836081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297680 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -28360754.000000 Penalty: 4103.813477
	Iteration 254Q: 3 clusters Score -2.836075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297699 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -28360774.000000 Penalty: 4103.813477
	Iteration 255Q: 3 clusters Score -2.836077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297718 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -28360732.000000 Penalty: 4103.813477
	Iteration 256Q: 3 clusters Score -2.836073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297736 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -28360724.000000 Penalty: 4103.813477
	Iteration 257Q: 3 clusters Score -2.836072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297758 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -28360694.000000 Penalty: 4103.813477
	Iteration 258Q: 3 clusters Score -2.836069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297772 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -28360708.000000 Penalty: 4103.813477
	Iteration 259Q: 3 clusters Score -2.836071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297797 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -28360700.000000 Penalty: 4103.813477
	Iteration 260F: 3 clusters Score -2.83607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297827 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -28360682.000000 Penalty: 4103.813477
	Iteration 261Q: 3 clusters Score -2.836068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297854 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -28360680.000000 Penalty: 4103.813477
	Iteration 262Q: 3 clusters Score -2.836068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297868 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -28360664.000000 Penalty: 4103.813477
	Iteration 263Q: 3 clusters Score -2.836066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297877 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -28360658.000000 Penalty: 4103.813477
	Iteration 264Q: 3 clusters Score -2.836066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297887 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -28360656.000000 Penalty: 4103.813477
	Iteration 265Q: 3 clusters Score -2.836066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297896 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -28360654.000000 Penalty: 4103.813477
	Iteration 266Q: 3 clusters Score -2.836065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297902 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -28360638.000000 Penalty: 4103.813477
	Iteration 267Q: 3 clusters Score -2.836064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297908 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -28360650.000000 Penalty: 4103.813477
	Iteration 268Q: 3 clusters Score -2.836065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297915 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -28360650.000000 Penalty: 4103.813477
	Iteration 269Q: 3 clusters Score -2.836065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297921 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -28360636.000000 Penalty: 4103.813477
	Iteration 270Q: 3 clusters Score -2.836064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297927 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -28360640.000000 Penalty: 4103.813477
	Iteration 271Q: 3 clusters Score -2.836064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297929 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -28360622.000000 Penalty: 4103.813477
	Iteration 272Q: 3 clusters Score -2.836062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297932 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -28360622.000000 Penalty: 4103.813477
	Iteration 273Q: 3 clusters Score -2.836062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297935 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -28360620.000000 Penalty: 4103.813477
	Iteration 274Q: 3 clusters Score -2.836062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297937 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -28360618.000000 Penalty: 4103.813477
	Iteration 275Q: 3 clusters Score -2.836062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297939 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -28360612.000000 Penalty: 4103.813477
	Iteration 276Q: 3 clusters Score -2.836061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297940 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -28360612.000000 Penalty: 4103.813477
	Iteration 277Q: 3 clusters Score -2.836061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297941 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -28360620.000000 Penalty: 4103.813477
	Iteration 278Q: 3 clusters Score -2.836062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297941 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -28360620.000000 Penalty: 4103.813477
	Iteration 279F: 3 clusters Score -2.836062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14377 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54142 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 169993 members 
Mstep: Class 15 contains 30011 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 297941 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
Score: -66467240.000000 Penalty: 46052.835938
Splitting cluster 19 changes total score from -66465312.000000 to -66467240.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 20 (73174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Entering Unmasked Estep 
Score: -6964350.000000 Penalty: 1820.096802
	Iteration 0F: 2 clusters Score -6964350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -6915371.500000 Penalty: 3640.193604
	Iteration 0F: 3 clusters Score -6915372 nChanged 34667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -6935162.000000 Penalty: 3640.193604
	Iteration 1F: 3 clusters Score -6935162 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -6935808.500000 Penalty: 3640.193604
	Iteration 2Q: 3 clusters Score -6935808 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -6936671.000000 Penalty: 3640.193604
	Iteration 3Q: 3 clusters Score -6936671 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -6937928.000000 Penalty: 3640.193604
	Iteration 4Q: 3 clusters Score -6937928 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -6939712.000000 Penalty: 3640.193604
	Iteration 5Q: 3 clusters Score -6939712 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -6942219.000000 Penalty: 3640.193604
	Iteration 6F: 3 clusters Score -6942219 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -6945290.000000 Penalty: 3640.193604
	Iteration 7F: 3 clusters Score -6945290 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -6948789.500000 Penalty: 3640.193604
	Iteration 8F: 3 clusters Score -6948790 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -6951694.000000 Penalty: 3640.193604
	Iteration 9F: 3 clusters Score -6951694 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -6953223.500000 Penalty: 3640.193604
	Iteration 10Q: 3 clusters Score -6953224 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -6953910.500000 Penalty: 3640.193604
	Iteration 11Q: 3 clusters Score -6953910 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -6954251.500000 Penalty: 3640.193604
	Iteration 12Q: 3 clusters Score -6954252 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -6954478.000000 Penalty: 3640.193604
	Iteration 13Q: 3 clusters Score -6954478 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -6954656.000000 Penalty: 3640.193604
	Iteration 14Q: 3 clusters Score -6954656 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -6954851.000000 Penalty: 3640.193604
	Iteration 15Q: 3 clusters Score -6954851 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -6955035.000000 Penalty: 3640.193604
	Iteration 16Q: 3 clusters Score -6955035 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -6955191.500000 Penalty: 3640.193604
	Iteration 17Q: 3 clusters Score -6955192 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -6955379.000000 Penalty: 3640.193604
	Iteration 18Q: 3 clusters Score -6955379 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -6955537.500000 Penalty: 3640.193604
	Iteration 19Q: 3 clusters Score -6955538 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -6955756.000000 Penalty: 3640.193604
	Iteration 20F: 3 clusters Score -6955756 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -6955921.000000 Penalty: 3640.193604
	Iteration 21Q: 3 clusters Score -6955921 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -6956069.500000 Penalty: 3640.193604
	Iteration 22Q: 3 clusters Score -6956070 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -6956227.500000 Penalty: 3640.193604
	Iteration 23Q: 3 clusters Score -6956228 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -6956413.500000 Penalty: 3640.193604
	Iteration 24Q: 3 clusters Score -6956414 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -6956636.000000 Penalty: 3640.193604
	Iteration 25Q: 3 clusters Score -6956636 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -6956830.000000 Penalty: 3640.193604
	Iteration 26Q: 3 clusters Score -6956830 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -6956979.500000 Penalty: 3640.193604
	Iteration 27Q: 3 clusters Score -6956980 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -6957166.000000 Penalty: 3640.193604
	Iteration 28Q: 3 clusters Score -6957166 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -6957332.500000 Penalty: 3640.193604
	Iteration 29Q: 3 clusters Score -6957332 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -6957489.500000 Penalty: 3640.193604
	Iteration 30Q: 3 clusters Score -6957490 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -6957675.500000 Penalty: 3640.193604
	Iteration 31Q: 3 clusters Score -6957676 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -6957809.000000 Penalty: 3640.193604
	Iteration 32Q: 3 clusters Score -6957809 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -6957991.500000 Penalty: 3640.193604
	Iteration 33Q: 3 clusters Score -6957992 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -6958165.500000 Penalty: 3640.193604
	Iteration 34Q: 3 clusters Score -6958166 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -6958361.000000 Penalty: 3640.193604
	Iteration 35Q: 3 clusters Score -6958361 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -6958585.000000 Penalty: 3640.193604
	Iteration 36Q: 3 clusters Score -6958585 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -6958811.000000 Penalty: 3640.193604
	Iteration 37Q: 3 clusters Score -6958811 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -6959031.500000 Penalty: 3640.193604
	Iteration 38Q: 3 clusters Score -6959032 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -6959254.000000 Penalty: 3640.193604
	Iteration 39Q: 3 clusters Score -6959254 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -6959545.500000 Penalty: 3640.193604
	Iteration 40F: 3 clusters Score -6959546 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -6959771.000000 Penalty: 3640.193604
	Iteration 41Q: 3 clusters Score -6959771 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -6960058.000000 Penalty: 3640.193604
	Iteration 42Q: 3 clusters Score -6960058 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -6960323.000000 Penalty: 3640.193604
	Iteration 43Q: 3 clusters Score -6960323 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -6960645.000000 Penalty: 3640.193604
	Iteration 44Q: 3 clusters Score -6960645 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -6960880.000000 Penalty: 3640.193604
	Iteration 45Q: 3 clusters Score -6960880 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -6961084.000000 Penalty: 3640.193604
	Iteration 46Q: 3 clusters Score -6961084 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -6961264.000000 Penalty: 3640.193604
	Iteration 47Q: 3 clusters Score -6961264 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -6961480.000000 Penalty: 3640.193604
	Iteration 48Q: 3 clusters Score -6961480 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -6961664.000000 Penalty: 3640.193604
	Iteration 49Q: 3 clusters Score -6961664 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -6961816.500000 Penalty: 3640.193604
	Iteration 50Q: 3 clusters Score -6961816 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -6961953.000000 Penalty: 3640.193604
	Iteration 51Q: 3 clusters Score -6961953 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -6962114.500000 Penalty: 3640.193604
	Iteration 52Q: 3 clusters Score -6962114 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -6962256.000000 Penalty: 3640.193604
	Iteration 53Q: 3 clusters Score -6962256 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -6962362.500000 Penalty: 3640.193604
	Iteration 54Q: 3 clusters Score -6962362 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -6962448.000000 Penalty: 3640.193604
	Iteration 55Q: 3 clusters Score -6962448 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -6962532.000000 Penalty: 3640.193604
	Iteration 56Q: 3 clusters Score -6962532 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -6962593.000000 Penalty: 3640.193604
	Iteration 57Q: 3 clusters Score -6962593 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -6962656.000000 Penalty: 3640.193604
	Iteration 58Q: 3 clusters Score -6962656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -6962703.500000 Penalty: 3640.193604
	Iteration 59Q: 3 clusters Score -6962704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -6962740.500000 Penalty: 3640.193604
	Iteration 60F: 3 clusters Score -6962740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -6962765.000000 Penalty: 3640.193604
	Iteration 61Q: 3 clusters Score -6962765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -6962777.500000 Penalty: 3640.193604
	Iteration 62Q: 3 clusters Score -6962778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -6962807.500000 Penalty: 3640.193604
	Iteration 63Q: 3 clusters Score -6962808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -6962823.000000 Penalty: 3640.193604
	Iteration 64Q: 3 clusters Score -6962823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -6962837.000000 Penalty: 3640.193604
	Iteration 65Q: 3 clusters Score -6962837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -6962853.000000 Penalty: 3640.193604
	Iteration 66Q: 3 clusters Score -6962853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -6962852.000000 Penalty: 3640.193604
	Iteration 67Q: 3 clusters Score -6962852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -6962860.000000 Penalty: 3640.193604
	Iteration 68Q: 3 clusters Score -6962860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -6962863.000000 Penalty: 3640.193604
	Iteration 69Q: 3 clusters Score -6962863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -6962867.000000 Penalty: 3640.193604
	Iteration 70Q: 3 clusters Score -6962867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -6962867.500000 Penalty: 3640.193604
	Iteration 71Q: 3 clusters Score -6962868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -6962873.000000 Penalty: 3640.193604
	Iteration 72Q: 3 clusters Score -6962873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -6962875.500000 Penalty: 3640.193604
	Iteration 73Q: 3 clusters Score -6962876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -6962885.500000 Penalty: 3640.193604
	Iteration 74Q: 3 clusters Score -6962886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -6962883.000000 Penalty: 3640.193604
	Iteration 75Q: 3 clusters Score -6962883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -6962882.500000 Penalty: 3640.193604
	Iteration 76Q: 3 clusters Score -6962882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -6962880.000000 Penalty: 3640.193604
	Iteration 77Q: 3 clusters Score -6962880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -6962883.500000 Penalty: 3640.193604
	Iteration 78Q: 3 clusters Score -6962884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -6962882.000000 Penalty: 3640.193604
	Iteration 79Q: 3 clusters Score -6962882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -6962885.500000 Penalty: 3640.193604
	Iteration 80F: 3 clusters Score -6962886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -6962889.500000 Penalty: 3640.193604
	Iteration 81Q: 3 clusters Score -6962890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 72522 members 
Entering Unmasked Estep 
Score: -6962892.500000 Penalty: 3640.193604
	Iteration 82Q: 3 clusters Score -6962892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -6962890.000000 Penalty: 3640.193604
	Iteration 83Q: 3 clusters Score -6962890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -6962891.500000 Penalty: 3640.193604
	Iteration 84Q: 3 clusters Score -6962892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -6962890.000000 Penalty: 3640.193604
	Iteration 85Q: 3 clusters Score -6962890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -6962891.000000 Penalty: 3640.193604
	Iteration 86Q: 3 clusters Score -6962891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -6962891.000000 Penalty: 3640.193604
	Iteration 87F: 3 clusters Score -6962891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -50329.144531 Penalty: 1047.944458
	Iteration 0F: 2 clusters Score -50329.14 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 331 members 
Entering Unmasked Estep 
Score: -49191.570312 Penalty: 2095.888916
	Iteration 0F: 3 clusters Score -49191.57 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -49421.316406 Penalty: 2095.888916
	Iteration 1F: 3 clusters Score -49421.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49640.109375 Penalty: 2095.888916
	Iteration 2F: 3 clusters Score -49640.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49965.855469 Penalty: 2095.888916
	Iteration 3F: 3 clusters Score -49965.86 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -50309.765625 Penalty: 2095.888916
	Iteration 4F: 3 clusters Score -50309.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -50445.394531 Penalty: 2095.888916
	Iteration 5F: 3 clusters Score -50445.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -50472.437500 Penalty: 2095.888916
	Iteration 6Q: 3 clusters Score -50472.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50477.949219 Penalty: 2095.888916
	Iteration 7Q: 3 clusters Score -50477.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50485.484375 Penalty: 2095.888916
	Iteration 8Q: 3 clusters Score -50485.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50500.917969 Penalty: 2095.888916
	Iteration 9Q: 3 clusters Score -50500.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -50508.410156 Penalty: 2095.888916
	Iteration 10Q: 3 clusters Score -50508.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -50518.855469 Penalty: 2095.888916
	Iteration 11Q: 3 clusters Score -50518.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50528.082031 Penalty: 2095.888916
	Iteration 12Q: 3 clusters Score -50528.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50528.082031 Penalty: 2095.888916
	Iteration 13F: 3 clusters Score -50528.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14377 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54142 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 169993 members 
Mstep: Class 15 contains 30011 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 297941 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 521 members 
Entering Unmasked Estep 
Score: -66466320.000000 Penalty: 48245.828125
Splitting cluster 21 changes total score from -66465312.000000 to -66466320.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14377 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 34341 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 54142 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 169993 members 
Mstep: Class 15 contains 30011 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 297941 members 
Mstep: Class 20 contains 73174 members 
Mstep: Class 21 contains 111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466636.000000 Penalty: 48245.828125
Iteration 159Q: 23 clusters Score -6.646664e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 10450 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 5180 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 34174 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 53833 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 169124 members 
Mstep: Class 15 contains 29799 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 300025 members 
Mstep: Class 20 contains 72647 members 
Mstep: Class 21 contains 108 members 
Mstep: Class 22 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466460.000000 Penalty: 48245.828125
Iteration 160F: 23 clusters Score -6.646646e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 5131 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 34075 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 53659 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 13042 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 168736 members 
Mstep: Class 15 contains 29666 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 301026 members 
Mstep: Class 20 contains 72353 members 
Mstep: Class 21 contains 108 members 
Mstep: Class 22 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466120.000000 Penalty: 48245.828125
Iteration 161Q: 23 clusters Score -6.646612e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14384 members 
Mstep: Class 3 contains 10287 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 5122 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 53490 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 13034 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 168638 members 
Mstep: Class 15 contains 29573 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 301499 members 
Mstep: Class 20 contains 72198 members 
Mstep: Class 21 contains 110 members 
Mstep: Class 22 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465836.000000 Penalty: 48245.828125
Iteration 162Q: 23 clusters Score -6.646584e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 10234 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 33955 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 53381 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 13023 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 168655 members 
Mstep: Class 15 contains 29506 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 301703 members 
Mstep: Class 20 contains 72099 members 
Mstep: Class 21 contains 110 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465640.000000 Penalty: 48245.828125
Iteration 163Q: 23 clusters Score -6.646564e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 33919 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53295 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 13016 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 168766 members 
Mstep: Class 15 contains 29443 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 301715 members 
Mstep: Class 20 contains 72019 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465600.000000 Penalty: 48245.828125
Iteration 164Q: 23 clusters Score -6.64656e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 5107 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 33888 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53220 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 168874 members 
Mstep: Class 15 contains 29402 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 17 contains 7800 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 301632 members 
Mstep: Class 20 contains 71969 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465440.000000 Penalty: 48245.828125
Iteration 165Q: 23 clusters Score -6.646544e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 10118 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 33864 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53166 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 13046 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 168939 members 
Mstep: Class 15 contains 29365 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 301526 members 
Mstep: Class 20 contains 71944 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465368.000000 Penalty: 48245.828125
Iteration 166Q: 23 clusters Score -6.646537e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 10089 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5124 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 33843 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53110 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 13058 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 169004 members 
Mstep: Class 15 contains 29318 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 8179 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 301431 members 
Mstep: Class 20 contains 71930 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465304.000000 Penalty: 48245.828125
Iteration 167Q: 23 clusters Score -6.64653e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 10063 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5138 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 33813 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53057 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13075 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 169069 members 
Mstep: Class 15 contains 29296 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 8361 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 301307 members 
Mstep: Class 20 contains 71923 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465112.000000 Penalty: 48245.828125
Iteration 168Q: 23 clusters Score -6.646511e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 10041 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33779 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53009 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 169128 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 8917 members 
Mstep: Class 17 contains 8544 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 301193 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 113 members 
Mstep: Class 22 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465060.000000 Penalty: 48245.828125
Iteration 169Q: 23 clusters Score -6.646506e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 10023 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33742 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52963 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13126 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 169185 members 
Mstep: Class 15 contains 29233 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 301017 members 
Mstep: Class 20 contains 71916 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464920.000000 Penalty: 48245.828125
Iteration 170Q: 23 clusters Score -6.646492e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 9998 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5169 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33712 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52931 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13167 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 169192 members 
Mstep: Class 15 contains 29209 members 
Mstep: Class 16 contains 8919 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 300831 members 
Mstep: Class 20 contains 71917 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464864.000000 Penalty: 48245.828125
Iteration 171Q: 23 clusters Score -6.646486e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14299 members 
Mstep: Class 3 contains 9963 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5178 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 33700 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52912 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13210 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 169237 members 
Mstep: Class 15 contains 29196 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 9270 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 300585 members 
Mstep: Class 20 contains 71893 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465024.000000 Penalty: 48245.828125
Iteration 172Q: 23 clusters Score -6.646502e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 9938 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5188 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 33679 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52890 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 169294 members 
Mstep: Class 15 contains 29191 members 
Mstep: Class 16 contains 8915 members 
Mstep: Class 17 contains 9491 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 300360 members 
Mstep: Class 20 contains 71868 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465000.000000 Penalty: 48245.828125
Iteration 173Q: 23 clusters Score -6.6465e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 9908 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5194 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 33656 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52870 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13306 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 169323 members 
Mstep: Class 15 contains 29176 members 
Mstep: Class 16 contains 8915 members 
Mstep: Class 17 contains 9734 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 300146 members 
Mstep: Class 20 contains 71858 members 
Mstep: Class 21 contains 114 members 
Mstep: Class 22 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465044.000000 Penalty: 48245.828125
Iteration 174Q: 23 clusters Score -6.646504e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 9887 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5207 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 33634 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52841 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13355 members 
Mstep: Class 13 contains 2576 members 
Mstep: Class 14 contains 169319 members 
Mstep: Class 15 contains 29165 members 
Mstep: Class 16 contains 8914 members 
Mstep: Class 17 contains 9986 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 299929 members 
Mstep: Class 20 contains 71864 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465072.000000 Penalty: 48245.828125
Iteration 175Q: 23 clusters Score -6.646507e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14268 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5210 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33615 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52822 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13384 members 
Mstep: Class 13 contains 2573 members 
Mstep: Class 14 contains 169290 members 
Mstep: Class 15 contains 29148 members 
Mstep: Class 16 contains 8914 members 
Mstep: Class 17 contains 10254 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 299736 members 
Mstep: Class 20 contains 71863 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465060.000000 Penalty: 48245.828125
Iteration 176Q: 23 clusters Score -6.646506e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 9843 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5213 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 33600 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52791 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13409 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 169288 members 
Mstep: Class 15 contains 29132 members 
Mstep: Class 16 contains 8913 members 
Mstep: Class 17 contains 10531 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 299546 members 
Mstep: Class 20 contains 71852 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465024.000000 Penalty: 48245.828125
Iteration 177Q: 23 clusters Score -6.646502e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 9815 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 621 members 
Mstep: Class 8 contains 33577 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52747 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 13423 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 169268 members 
Mstep: Class 15 contains 29126 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 10787 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 299416 members 
Mstep: Class 20 contains 71837 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465064.000000 Penalty: 48245.828125
Iteration 178Q: 23 clusters Score -6.646506e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 9796 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5217 members 
Mstep: Class 7 contains 621 members 
Mstep: Class 8 contains 33559 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52711 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 13448 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 169254 members 
Mstep: Class 15 contains 29114 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 11051 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 299252 members 
Mstep: Class 20 contains 71827 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465140.000000 Penalty: 48245.828125
Iteration 179Q: 23 clusters Score -6.646514e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 9762 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 5217 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 33547 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52670 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 13487 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 169218 members 
Mstep: Class 15 contains 29092 members 
Mstep: Class 16 contains 8910 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 299144 members 
Mstep: Class 20 contains 71786 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465264.000000 Penalty: 48245.828125
Iteration 180F: 23 clusters Score -6.646526e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5222 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 33534 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52623 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 169198 members 
Mstep: Class 15 contains 29052 members 
Mstep: Class 16 contains 8909 members 
Mstep: Class 17 contains 11613 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 299006 members 
Mstep: Class 20 contains 71766 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465168.000000 Penalty: 48245.828125
Iteration 181Q: 23 clusters Score -6.646517e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14213 members 
Mstep: Class 3 contains 9699 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 621 members 
Mstep: Class 8 contains 33515 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52583 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 169150 members 
Mstep: Class 15 contains 29018 members 
Mstep: Class 16 contains 8909 members 
Mstep: Class 17 contains 11908 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 298872 members 
Mstep: Class 20 contains 71742 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465160.000000 Penalty: 48245.828125
Iteration 182Q: 23 clusters Score -6.646516e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14210 members 
Mstep: Class 3 contains 9666 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 33499 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 52552 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13579 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 169138 members 
Mstep: Class 15 contains 28988 members 
Mstep: Class 16 contains 8908 members 
Mstep: Class 17 contains 12213 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 298691 members 
Mstep: Class 20 contains 71723 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465236.000000 Penalty: 48245.828125
Iteration 183Q: 23 clusters Score -6.646524e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14213 members 
Mstep: Class 3 contains 9645 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33471 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 52500 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 169084 members 
Mstep: Class 15 contains 28948 members 
Mstep: Class 16 contains 8907 members 
Mstep: Class 17 contains 12511 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 298571 members 
Mstep: Class 20 contains 71718 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465416.000000 Penalty: 48245.828125
Iteration 184Q: 23 clusters Score -6.646542e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14217 members 
Mstep: Class 3 contains 9615 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5231 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33439 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52465 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13637 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 169054 members 
Mstep: Class 15 contains 28914 members 
Mstep: Class 16 contains 8906 members 
Mstep: Class 17 contains 12827 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 298394 members 
Mstep: Class 20 contains 71721 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465416.000000 Penalty: 48245.828125
Iteration 185Q: 23 clusters Score -6.646542e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14218 members 
Mstep: Class 3 contains 9585 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33410 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52439 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13667 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 169021 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 8905 members 
Mstep: Class 17 contains 13149 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 298183 members 
Mstep: Class 20 contains 71728 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465600.000000 Penalty: 48245.828125
Iteration 186Q: 23 clusters Score -6.64656e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 9552 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33387 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52397 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13709 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 14 contains 168948 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 8905 members 
Mstep: Class 17 contains 13447 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 298032 members 
Mstep: Class 20 contains 71739 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465740.000000 Penalty: 48245.828125
Iteration 187Q: 23 clusters Score -6.646574e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 9513 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 5238 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 33366 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52354 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13750 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 168853 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 8904 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 297912 members 
Mstep: Class 20 contains 71729 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465804.000000 Penalty: 48245.828125
Iteration 188Q: 23 clusters Score -6.64658e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 9494 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5246 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 33339 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52309 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13788 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 168781 members 
Mstep: Class 15 contains 28840 members 
Mstep: Class 16 contains 8902 members 
Mstep: Class 17 contains 14071 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 297764 members 
Mstep: Class 20 contains 71706 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465884.000000 Penalty: 48245.828125
Iteration 189Q: 23 clusters Score -6.646588e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 9460 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33298 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52287 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13828 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 168696 members 
Mstep: Class 15 contains 28831 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 14365 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 297651 members 
Mstep: Class 20 contains 71687 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465788.000000 Penalty: 48245.828125
Iteration 190Q: 23 clusters Score -6.646579e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14205 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5253 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 33257 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52259 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13876 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 14 contains 168627 members 
Mstep: Class 15 contains 28839 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 14653 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 297498 members 
Mstep: Class 20 contains 71671 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465908.000000 Penalty: 48245.828125
Iteration 191Q: 23 clusters Score -6.646591e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14199 members 
Mstep: Class 3 contains 9417 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 33223 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52234 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 2449 members 
Mstep: Class 14 contains 168561 members 
Mstep: Class 15 contains 28846 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 14934 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 297349 members 
Mstep: Class 20 contains 71646 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465976.000000 Penalty: 48245.828125
Iteration 192Q: 23 clusters Score -6.646598e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14195 members 
Mstep: Class 3 contains 9390 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 33191 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52224 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13949 members 
Mstep: Class 13 contains 2437 members 
Mstep: Class 14 contains 168532 members 
Mstep: Class 15 contains 28839 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 15237 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 297150 members 
Mstep: Class 20 contains 71637 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466000.000000 Penalty: 48245.828125
Iteration 193Q: 23 clusters Score -6.6466e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 9375 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5263 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 33162 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52209 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13993 members 
Mstep: Class 13 contains 2429 members 
Mstep: Class 14 contains 168520 members 
Mstep: Class 15 contains 28831 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 15563 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 296868 members 
Mstep: Class 20 contains 71636 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465896.000000 Penalty: 48245.828125
Iteration 194Q: 23 clusters Score -6.64659e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14185 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 33135 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52204 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14018 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 168539 members 
Mstep: Class 15 contains 28818 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 15918 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 296505 members 
Mstep: Class 20 contains 71674 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465760.000000 Penalty: 48245.828125
Iteration 195Q: 23 clusters Score -6.646576e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14181 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 33113 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52207 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14043 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 168576 members 
Mstep: Class 15 contains 28813 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 16281 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 296065 members 
Mstep: Class 20 contains 71743 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465528.000000 Penalty: 48245.828125
Iteration 196Q: 23 clusters Score -6.646553e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14181 members 
Mstep: Class 3 contains 9317 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 33103 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52221 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14068 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 168658 members 
Mstep: Class 15 contains 28820 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 16683 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 295526 members 
Mstep: Class 20 contains 71799 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465340.000000 Penalty: 48245.828125
Iteration 197Q: 23 clusters Score -6.646534e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 9301 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5266 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 33097 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52271 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 168848 members 
Mstep: Class 15 contains 28852 members 
Mstep: Class 16 contains 8896 members 
Mstep: Class 17 contains 17081 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 294818 members 
Mstep: Class 20 contains 71861 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465276.000000 Penalty: 48245.828125
Iteration 198Q: 23 clusters Score -6.646528e+07 nChanged 1287
Entering ConstructFrom: 
Score: -66465276.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -19015.962891 Penalty: 952.377808
	Iteration 0F: 2 clusters Score -19015.96 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 174 members 
Entering Unmasked Estep 
Score: -18199.914062 Penalty: 1904.755615
	Iteration 0F: 3 clusters Score -18199.91 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18427.083984 Penalty: 1904.755615
	Iteration 1F: 3 clusters Score -18427.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18481.267578 Penalty: 1904.755615
	Iteration 2F: 3 clusters Score -18481.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18518.697266 Penalty: 1904.755615
	Iteration 3Q: 3 clusters Score -18518.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18542.046875 Penalty: 1904.755615
	Iteration 4Q: 3 clusters Score -18542.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18571.457031 Penalty: 1904.755615
	Iteration 5Q: 3 clusters Score -18571.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18579.966797 Penalty: 1904.755615
	Iteration 6Q: 3 clusters Score -18579.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18584.392578 Penalty: 1904.755615
	Iteration 7Q: 3 clusters Score -18584.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18585.687500 Penalty: 1904.755615
	Iteration 8Q: 3 clusters Score -18585.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18590.066406 Penalty: 1904.755615
	Iteration 9Q: 3 clusters Score -18590.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18592.341797 Penalty: 1904.755615
	Iteration 10Q: 3 clusters Score -18592.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18596.472656 Penalty: 1904.755615
	Iteration 11Q: 3 clusters Score -18596.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18596.472656 Penalty: 1904.755615
	Iteration 12F: 3 clusters Score -18596.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Entering Unmasked Estep 
Score: -1240891.125000 Penalty: 1553.100342
	Iteration 0F: 2 clusters Score -1240891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1231117.625000 Penalty: 3106.200684
	Iteration 0F: 3 clusters Score -1231118 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1234444.125000 Penalty: 3106.200684
	Iteration 1F: 3 clusters Score -1234444 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1234712.875000 Penalty: 3106.200684
	Iteration 2F: 3 clusters Score -1234713 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1234967.500000 Penalty: 3106.200684
	Iteration 3Q: 3 clusters Score -1234968 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1235266.000000 Penalty: 3106.200684
	Iteration 4Q: 3 clusters Score -1235266 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1235613.750000 Penalty: 3106.200684
	Iteration 5Q: 3 clusters Score -1235614 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1236109.500000 Penalty: 3106.200684
	Iteration 6F: 3 clusters Score -1236110 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1236722.000000 Penalty: 3106.200684
	Iteration 7F: 3 clusters Score -1236722 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1237423.250000 Penalty: 3106.200684
	Iteration 8F: 3 clusters Score -1237423 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1238127.750000 Penalty: 3106.200684
	Iteration 9F: 3 clusters Score -1238128 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1238714.500000 Penalty: 3106.200684
	Iteration 10Q: 3 clusters Score -1238714 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1239100.000000 Penalty: 3106.200684
	Iteration 11Q: 3 clusters Score -1239100 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1239308.750000 Penalty: 3106.200684
	Iteration 12Q: 3 clusters Score -1239309 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1239427.875000 Penalty: 3106.200684
	Iteration 13Q: 3 clusters Score -1239428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1239501.125000 Penalty: 3106.200684
	Iteration 14Q: 3 clusters Score -1239501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1239538.375000 Penalty: 3106.200684
	Iteration 15Q: 3 clusters Score -1239538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1239556.750000 Penalty: 3106.200684
	Iteration 16Q: 3 clusters Score -1239557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1239571.625000 Penalty: 3106.200684
	Iteration 17Q: 3 clusters Score -1239572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1239585.250000 Penalty: 3106.200684
	Iteration 18Q: 3 clusters Score -1239585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1239589.125000 Penalty: 3106.200684
	Iteration 19Q: 3 clusters Score -1239589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1239596.375000 Penalty: 3106.200684
	Iteration 20F: 3 clusters Score -1239596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1239599.750000 Penalty: 3106.200684
	Iteration 21Q: 3 clusters Score -1239600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1239601.750000 Penalty: 3106.200684
	Iteration 22Q: 3 clusters Score -1239602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1239603.125000 Penalty: 3106.200684
	Iteration 23Q: 3 clusters Score -1239603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1239604.375000 Penalty: 3106.200684
	Iteration 24Q: 3 clusters Score -1239604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1239604.375000 Penalty: 3106.200684
	Iteration 25F: 3 clusters Score -1239604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Entering Unmasked Estep 
Score: -855221.000000 Penalty: 1484.695312
	Iteration 0F: 2 clusters Score -855221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -848457.125000 Penalty: 2969.390625
	Iteration 0F: 3 clusters Score -848457.1 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -850603.750000 Penalty: 2969.390625
	Iteration 1F: 3 clusters Score -850603.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -850810.687500 Penalty: 2969.390625
	Iteration 2F: 3 clusters Score -850810.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -850951.125000 Penalty: 2969.390625
	Iteration 3Q: 3 clusters Score -850951.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -851051.250000 Penalty: 2969.390625
	Iteration 4Q: 3 clusters Score -851051.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -851132.625000 Penalty: 2969.390625
	Iteration 5Q: 3 clusters Score -851132.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -851209.750000 Penalty: 2969.390625
	Iteration 6Q: 3 clusters Score -851209.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -851282.375000 Penalty: 2969.390625
	Iteration 7Q: 3 clusters Score -851282.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -851358.375000 Penalty: 2969.390625
	Iteration 8Q: 3 clusters Score -851358.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -851422.750000 Penalty: 2969.390625
	Iteration 9Q: 3 clusters Score -851422.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -851492.125000 Penalty: 2969.390625
	Iteration 10Q: 3 clusters Score -851492.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -851584.937500 Penalty: 2969.390625
	Iteration 11Q: 3 clusters Score -851584.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -851698.250000 Penalty: 2969.390625
	Iteration 12Q: 3 clusters Score -851698.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -851839.250000 Penalty: 2969.390625
	Iteration 13Q: 3 clusters Score -851839.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -851993.500000 Penalty: 2969.390625
	Iteration 14Q: 3 clusters Score -851993.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -852193.437500 Penalty: 2969.390625
	Iteration 15Q: 3 clusters Score -852193.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -852449.500000 Penalty: 2969.390625
	Iteration 16Q: 3 clusters Score -852449.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -852714.687500 Penalty: 2969.390625
	Iteration 17Q: 3 clusters Score -852714.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -852937.250000 Penalty: 2969.390625
	Iteration 18Q: 3 clusters Score -852937.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -853108.562500 Penalty: 2969.390625
	Iteration 19Q: 3 clusters Score -853108.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -853224.937500 Penalty: 2969.390625
	Iteration 20F: 3 clusters Score -853224.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -853320.312500 Penalty: 2969.390625
	Iteration 21Q: 3 clusters Score -853320.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -853426.312500 Penalty: 2969.390625
	Iteration 22Q: 3 clusters Score -853426.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -853515.750000 Penalty: 2969.390625
	Iteration 23Q: 3 clusters Score -853515.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -853614.250000 Penalty: 2969.390625
	Iteration 24Q: 3 clusters Score -853614.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -853685.062500 Penalty: 2969.390625
	Iteration 25Q: 3 clusters Score -853685.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -853721.687500 Penalty: 2969.390625
	Iteration 26Q: 3 clusters Score -853721.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -853756.187500 Penalty: 2969.390625
	Iteration 27Q: 3 clusters Score -853756.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -853772.687500 Penalty: 2969.390625
	Iteration 28Q: 3 clusters Score -853772.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -853786.312500 Penalty: 2969.390625
	Iteration 29Q: 3 clusters Score -853786.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -853804.375000 Penalty: 2969.390625
	Iteration 30Q: 3 clusters Score -853804.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -853821.812500 Penalty: 2969.390625
	Iteration 31Q: 3 clusters Score -853821.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -853832.937500 Penalty: 2969.390625
	Iteration 32Q: 3 clusters Score -853832.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -853841.562500 Penalty: 2969.390625
	Iteration 33Q: 3 clusters Score -853841.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -853848.125000 Penalty: 2969.390625
	Iteration 34Q: 3 clusters Score -853848.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -853854.625000 Penalty: 2969.390625
	Iteration 35Q: 3 clusters Score -853854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -853856.812500 Penalty: 2969.390625
	Iteration 36Q: 3 clusters Score -853856.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -853860.500000 Penalty: 2969.390625
	Iteration 37Q: 3 clusters Score -853860.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -853862.750000 Penalty: 2969.390625
	Iteration 38Q: 3 clusters Score -853862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -853867.312500 Penalty: 2969.390625
	Iteration 39Q: 3 clusters Score -853867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -853870.312500 Penalty: 2969.390625
	Iteration 40F: 3 clusters Score -853870.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -853871.562500 Penalty: 2969.390625
	Iteration 41Q: 3 clusters Score -853871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -853873.687500 Penalty: 2969.390625
	Iteration 42Q: 3 clusters Score -853873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -853875.375000 Penalty: 2969.390625
	Iteration 43Q: 3 clusters Score -853875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -853874.437500 Penalty: 2969.390625
	Iteration 44Q: 3 clusters Score -853874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -853875.812500 Penalty: 2969.390625
	Iteration 45Q: 3 clusters Score -853875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -853879.000000 Penalty: 2969.390625
	Iteration 46Q: 3 clusters Score -853879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -853880.687500 Penalty: 2969.390625
	Iteration 47Q: 3 clusters Score -853880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -853883.125000 Penalty: 2969.390625
	Iteration 48Q: 3 clusters Score -853883.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -853888.500000 Penalty: 2969.390625
	Iteration 49Q: 3 clusters Score -853888.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -853895.187500 Penalty: 2969.390625
	Iteration 50Q: 3 clusters Score -853895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -853898.000000 Penalty: 2969.390625
	Iteration 51Q: 3 clusters Score -853898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -853902.812500 Penalty: 2969.390625
	Iteration 52Q: 3 clusters Score -853902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -853905.937500 Penalty: 2969.390625
	Iteration 53Q: 3 clusters Score -853905.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -853911.500000 Penalty: 2969.390625
	Iteration 54Q: 3 clusters Score -853911.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -853915.250000 Penalty: 2969.390625
	Iteration 55Q: 3 clusters Score -853915.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -853918.312500 Penalty: 2969.390625
	Iteration 56Q: 3 clusters Score -853918.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -853920.687500 Penalty: 2969.390625
	Iteration 57Q: 3 clusters Score -853920.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -853923.187500 Penalty: 2969.390625
	Iteration 58Q: 3 clusters Score -853923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -853923.000000 Penalty: 2969.390625
	Iteration 59Q: 3 clusters Score -853923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -853920.812500 Penalty: 2969.390625
	Iteration 60F: 3 clusters Score -853920.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18202.966797 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18202.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17366.125000 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17366.12 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17622.126953 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17622.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17762.005859 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17762.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17845.337891 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -17845.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17952.474609 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -17952.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17988.609375 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -17988.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17995.587891 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -17995.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18015.787109 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -18015.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18023.324219 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -18023.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18026.958984 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -18026.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18026.958984 Penalty: 1927.979736
	Iteration 10F: 3 clusters Score -18026.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -49498.496094 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -49498.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48343.402344 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -48343.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48523.972656 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -48523.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -48556.500000 Penalty: 2075.735840
	Iteration 2Q: 3 clusters Score -48556.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48576.312500 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -48576.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48587.835938 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -48587.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48590.160156 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -48590.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48593.046875 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -48593.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48593.046875 Penalty: 2075.735840
	Iteration 7F: 3 clusters Score -48593.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Entering Unmasked Estep 
Score: -474107.312500 Penalty: 1392.343384
	Iteration 0F: 2 clusters Score -474107.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -469940.781250 Penalty: 2784.686768
	Iteration 0F: 3 clusters Score -469940.8 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -471115.343750 Penalty: 2784.686768
	Iteration 1F: 3 clusters Score -471115.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -471322.843750 Penalty: 2784.686768
	Iteration 2F: 3 clusters Score -471322.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -471477.656250 Penalty: 2784.686768
	Iteration 3F: 3 clusters Score -471477.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -471613.062500 Penalty: 2784.686768
	Iteration 4Q: 3 clusters Score -471613.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -471743.937500 Penalty: 2784.686768
	Iteration 5Q: 3 clusters Score -471743.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -471886.031250 Penalty: 2784.686768
	Iteration 6Q: 3 clusters Score -471886 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -472022.531250 Penalty: 2784.686768
	Iteration 7Q: 3 clusters Score -472022.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -472163.375000 Penalty: 2784.686768
	Iteration 8Q: 3 clusters Score -472163.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -472332.750000 Penalty: 2784.686768
	Iteration 9Q: 3 clusters Score -472332.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -472520.968750 Penalty: 2784.686768
	Iteration 10Q: 3 clusters Score -472521 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -472674.906250 Penalty: 2784.686768
	Iteration 11Q: 3 clusters Score -472674.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -472777.281250 Penalty: 2784.686768
	Iteration 12Q: 3 clusters Score -472777.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -472848.250000 Penalty: 2784.686768
	Iteration 13Q: 3 clusters Score -472848.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -472903.218750 Penalty: 2784.686768
	Iteration 14Q: 3 clusters Score -472903.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -472946.843750 Penalty: 2784.686768
	Iteration 15Q: 3 clusters Score -472946.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -472980.125000 Penalty: 2784.686768
	Iteration 16Q: 3 clusters Score -472980.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -473007.062500 Penalty: 2784.686768
	Iteration 17Q: 3 clusters Score -473007.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -473028.125000 Penalty: 2784.686768
	Iteration 18Q: 3 clusters Score -473028.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -473043.437500 Penalty: 2784.686768
	Iteration 19Q: 3 clusters Score -473043.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -473052.968750 Penalty: 2784.686768
	Iteration 20F: 3 clusters Score -473053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -473055.906250 Penalty: 2784.686768
	Iteration 21Q: 3 clusters Score -473055.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -473059.437500 Penalty: 2784.686768
	Iteration 22Q: 3 clusters Score -473059.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -473063.843750 Penalty: 2784.686768
	Iteration 23Q: 3 clusters Score -473063.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -473067.781250 Penalty: 2784.686768
	Iteration 24Q: 3 clusters Score -473067.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -473070.812500 Penalty: 2784.686768
	Iteration 25Q: 3 clusters Score -473070.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -473075.500000 Penalty: 2784.686768
	Iteration 26Q: 3 clusters Score -473075.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -473078.062500 Penalty: 2784.686768
	Iteration 27Q: 3 clusters Score -473078.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -473080.375000 Penalty: 2784.686768
	Iteration 28Q: 3 clusters Score -473080.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -473082.593750 Penalty: 2784.686768
	Iteration 29Q: 3 clusters Score -473082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -473084.843750 Penalty: 2784.686768
	Iteration 30Q: 3 clusters Score -473084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -473086.156250 Penalty: 2784.686768
	Iteration 31Q: 3 clusters Score -473086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -473087.625000 Penalty: 2784.686768
	Iteration 32Q: 3 clusters Score -473087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -473087.812500 Penalty: 2784.686768
	Iteration 33Q: 3 clusters Score -473087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -473088.375000 Penalty: 2784.686768
	Iteration 34Q: 3 clusters Score -473088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -473089.187500 Penalty: 2784.686768
	Iteration 35Q: 3 clusters Score -473089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -473090.031250 Penalty: 2784.686768
	Iteration 36Q: 3 clusters Score -473090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -473089.875000 Penalty: 2784.686768
	Iteration 37Q: 3 clusters Score -473089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -473091.343750 Penalty: 2784.686768
	Iteration 38Q: 3 clusters Score -473091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -473091.875000 Penalty: 2784.686768
	Iteration 39Q: 3 clusters Score -473091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -473092.500000 Penalty: 2784.686768
	Iteration 40F: 3 clusters Score -473092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -473094.687500 Penalty: 2784.686768
	Iteration 41Q: 3 clusters Score -473094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -473094.718750 Penalty: 2784.686768
	Iteration 42Q: 3 clusters Score -473094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -473095.937500 Penalty: 2784.686768
	Iteration 43Q: 3 clusters Score -473095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -473095.812500 Penalty: 2784.686768
	Iteration 44Q: 3 clusters Score -473095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -473095.812500 Penalty: 2784.686768
	Iteration 45F: 3 clusters Score -473095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -49774.757812 Penalty: 1043.249146
	Iteration 0F: 2 clusters Score -49774.76 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 295 members 
Entering Unmasked Estep 
Score: -48681.425781 Penalty: 2086.498291
	Iteration 0F: 3 clusters Score -48681.43 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48869.035156 Penalty: 2086.498291
	Iteration 1F: 3 clusters Score -48869.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48955.121094 Penalty: 2086.498291
	Iteration 2F: 3 clusters Score -48955.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49091.566406 Penalty: 2086.498291
	Iteration 3F: 3 clusters Score -49091.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49237.414062 Penalty: 2086.498291
	Iteration 4F: 3 clusters Score -49237.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -49376.023438 Penalty: 2086.498291
	Iteration 5F: 3 clusters Score -49376.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49478.539062 Penalty: 2086.498291
	Iteration 6Q: 3 clusters Score -49478.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49500.066406 Penalty: 2086.498291
	Iteration 7Q: 3 clusters Score -49500.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -49515.554688 Penalty: 2086.498291
	Iteration 8Q: 3 clusters Score -49515.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -49519.414062 Penalty: 2086.498291
	Iteration 9Q: 3 clusters Score -49519.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49520.746094 Penalty: 2086.498291
	Iteration 10Q: 3 clusters Score -49520.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49526.808594 Penalty: 2086.498291
	Iteration 11F: 3 clusters Score -49526.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49534.628906 Penalty: 2086.498291
	Iteration 12Q: 3 clusters Score -49534.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49540.316406 Penalty: 2086.498291
	Iteration 13Q: 3 clusters Score -49540.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -49541.460938 Penalty: 2086.498291
	Iteration 14Q: 3 clusters Score -49541.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -49541.460938 Penalty: 2086.498291
	Iteration 15F: 3 clusters Score -49541.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Entering Unmasked Estep 
Score: -3144459.500000 Penalty: 1691.159912
	Iteration 0F: 2 clusters Score -3144460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3122172.500000 Penalty: 3382.319824
	Iteration 0F: 3 clusters Score -3122172 nChanged 15314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3130771.750000 Penalty: 3382.319824
	Iteration 1F: 3 clusters Score -3130772 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3131226.250000 Penalty: 3382.319824
	Iteration 2Q: 3 clusters Score -3131226 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3131739.500000 Penalty: 3382.319824
	Iteration 3Q: 3 clusters Score -3131740 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3132416.750000 Penalty: 3382.319824
	Iteration 4Q: 3 clusters Score -3132417 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3133508.750000 Penalty: 3382.319824
	Iteration 5F: 3 clusters Score -3133509 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3135265.500000 Penalty: 3382.319824
	Iteration 6F: 3 clusters Score -3135266 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3137576.750000 Penalty: 3382.319824
	Iteration 7F: 3 clusters Score -3137577 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3139933.500000 Penalty: 3382.319824
	Iteration 8F: 3 clusters Score -3139934 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3141546.500000 Penalty: 3382.319824
	Iteration 9F: 3 clusters Score -3141546 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3142339.250000 Penalty: 3382.319824
	Iteration 10Q: 3 clusters Score -3142339 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3142709.250000 Penalty: 3382.319824
	Iteration 11Q: 3 clusters Score -3142709 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3142868.500000 Penalty: 3382.319824
	Iteration 12Q: 3 clusters Score -3142868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3142933.250000 Penalty: 3382.319824
	Iteration 13Q: 3 clusters Score -3142933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3142969.250000 Penalty: 3382.319824
	Iteration 14Q: 3 clusters Score -3142969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3142984.000000 Penalty: 3382.319824
	Iteration 15Q: 3 clusters Score -3142984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3142998.250000 Penalty: 3382.319824
	Iteration 16Q: 3 clusters Score -3142998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3143011.500000 Penalty: 3382.319824
	Iteration 17Q: 3 clusters Score -3143012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3143011.500000 Penalty: 3382.319824
	Iteration 18Q: 3 clusters Score -3143012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3143012.500000 Penalty: 3382.319824
	Iteration 19Q: 3 clusters Score -3143012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3143012.500000 Penalty: 3382.319824
	Iteration 20F: 3 clusters Score -3143012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -38534.781250 Penalty: 1019.342529
	Iteration 0F: 2 clusters Score -38534.78 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 276 members 
Entering Unmasked Estep 
Score: -37480.500000 Penalty: 2038.685059
	Iteration 0F: 3 clusters Score -37480.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37746.746094 Penalty: 2038.685059
	Iteration 1F: 3 clusters Score -37746.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37862.843750 Penalty: 2038.685059
	Iteration 2F: 3 clusters Score -37862.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37992.781250 Penalty: 2038.685059
	Iteration 3F: 3 clusters Score -37992.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38083.843750 Penalty: 2038.685059
	Iteration 4F: 3 clusters Score -38083.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38186.101562 Penalty: 2038.685059
	Iteration 5Q: 3 clusters Score -38186.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38232.089844 Penalty: 2038.685059
	Iteration 6Q: 3 clusters Score -38232.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38271.058594 Penalty: 2038.685059
	Iteration 7Q: 3 clusters Score -38271.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38286.000000 Penalty: 2038.685059
	Iteration 8Q: 3 clusters Score -38286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38293.011719 Penalty: 2038.685059
	Iteration 9Q: 3 clusters Score -38293.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38300.792969 Penalty: 2038.685059
	Iteration 10Q: 3 clusters Score -38300.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38305.656250 Penalty: 2038.685059
	Iteration 11Q: 3 clusters Score -38305.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38308.312500 Penalty: 2038.685059
	Iteration 12Q: 3 clusters Score -38308.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38308.312500 Penalty: 2038.685059
	Iteration 13F: 3 clusters Score -38308.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Entering Unmasked Estep 
Score: -4980844.500000 Penalty: 1765.618408
	Iteration 0F: 2 clusters Score -4980844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -4945854.500000 Penalty: 3531.236816
	Iteration 0F: 3 clusters Score -4945854 nChanged 24625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4960075.500000 Penalty: 3531.236816
	Iteration 1F: 3 clusters Score -4960076 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -4960609.000000 Penalty: 3531.236816
	Iteration 2Q: 3 clusters Score -4960609 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -4961170.500000 Penalty: 3531.236816
	Iteration 3Q: 3 clusters Score -4961170 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -4961885.500000 Penalty: 3531.236816
	Iteration 4Q: 3 clusters Score -4961886 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4962822.500000 Penalty: 3531.236816
	Iteration 5Q: 3 clusters Score -4962822 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4964073.500000 Penalty: 3531.236816
	Iteration 6Q: 3 clusters Score -4964074 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -4965665.000000 Penalty: 3531.236816
	Iteration 7F: 3 clusters Score -4965665 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4967870.000000 Penalty: 3531.236816
	Iteration 8F: 3 clusters Score -4967870 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4970302.000000 Penalty: 3531.236816
	Iteration 9F: 3 clusters Score -4970302 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4972240.000000 Penalty: 3531.236816
	Iteration 10F: 3 clusters Score -4972240 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4973342.500000 Penalty: 3531.236816
	Iteration 11Q: 3 clusters Score -4973342 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4973990.500000 Penalty: 3531.236816
	Iteration 12Q: 3 clusters Score -4973990 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4974436.500000 Penalty: 3531.236816
	Iteration 13Q: 3 clusters Score -4974436 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4974888.000000 Penalty: 3531.236816
	Iteration 14Q: 3 clusters Score -4974888 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4975234.000000 Penalty: 3531.236816
	Iteration 15Q: 3 clusters Score -4975234 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4975519.500000 Penalty: 3531.236816
	Iteration 16Q: 3 clusters Score -4975520 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -4975778.000000 Penalty: 3531.236816
	Iteration 17Q: 3 clusters Score -4975778 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -4975988.500000 Penalty: 3531.236816
	Iteration 18Q: 3 clusters Score -4975988 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -4976155.500000 Penalty: 3531.236816
	Iteration 19Q: 3 clusters Score -4976156 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4976307.500000 Penalty: 3531.236816
	Iteration 20F: 3 clusters Score -4976308 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4976425.000000 Penalty: 3531.236816
	Iteration 21Q: 3 clusters Score -4976425 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -4976564.000000 Penalty: 3531.236816
	Iteration 22Q: 3 clusters Score -4976564 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -4976677.500000 Penalty: 3531.236816
	Iteration 23Q: 3 clusters Score -4976678 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4976739.000000 Penalty: 3531.236816
	Iteration 24Q: 3 clusters Score -4976739 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -4976846.000000 Penalty: 3531.236816
	Iteration 25Q: 3 clusters Score -4976846 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -4976964.500000 Penalty: 3531.236816
	Iteration 26Q: 3 clusters Score -4976964 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -4977030.500000 Penalty: 3531.236816
	Iteration 27Q: 3 clusters Score -4977030 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -4977151.000000 Penalty: 3531.236816
	Iteration 28Q: 3 clusters Score -4977151 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -4977279.500000 Penalty: 3531.236816
	Iteration 29Q: 3 clusters Score -4977280 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -4977405.000000 Penalty: 3531.236816
	Iteration 30Q: 3 clusters Score -4977405 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -4977522.500000 Penalty: 3531.236816
	Iteration 31Q: 3 clusters Score -4977522 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -4977622.000000 Penalty: 3531.236816
	Iteration 32Q: 3 clusters Score -4977622 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -4977730.000000 Penalty: 3531.236816
	Iteration 33Q: 3 clusters Score -4977730 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -4977855.500000 Penalty: 3531.236816
	Iteration 34Q: 3 clusters Score -4977856 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -4977955.500000 Penalty: 3531.236816
	Iteration 35Q: 3 clusters Score -4977956 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -4978068.000000 Penalty: 3531.236816
	Iteration 36Q: 3 clusters Score -4978068 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -4978105.000000 Penalty: 3531.236816
	Iteration 37Q: 3 clusters Score -4978105 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -4978173.000000 Penalty: 3531.236816
	Iteration 38Q: 3 clusters Score -4978173 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -4978269.500000 Penalty: 3531.236816
	Iteration 39Q: 3 clusters Score -4978270 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -4978377.000000 Penalty: 3531.236816
	Iteration 40F: 3 clusters Score -4978377 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -4978448.000000 Penalty: 3531.236816
	Iteration 41Q: 3 clusters Score -4978448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -4978545.000000 Penalty: 3531.236816
	Iteration 42Q: 3 clusters Score -4978545 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -4978609.000000 Penalty: 3531.236816
	Iteration 43Q: 3 clusters Score -4978609 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -4978679.500000 Penalty: 3531.236816
	Iteration 44Q: 3 clusters Score -4978680 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -4978758.000000 Penalty: 3531.236816
	Iteration 45Q: 3 clusters Score -4978758 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -4978829.000000 Penalty: 3531.236816
	Iteration 46Q: 3 clusters Score -4978829 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -4978894.000000 Penalty: 3531.236816
	Iteration 47Q: 3 clusters Score -4978894 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -4978976.000000 Penalty: 3531.236816
	Iteration 48Q: 3 clusters Score -4978976 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -4979040.500000 Penalty: 3531.236816
	Iteration 49Q: 3 clusters Score -4979040 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -4979104.500000 Penalty: 3531.236816
	Iteration 50Q: 3 clusters Score -4979104 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -4979160.500000 Penalty: 3531.236816
	Iteration 51Q: 3 clusters Score -4979160 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -4979187.500000 Penalty: 3531.236816
	Iteration 52Q: 3 clusters Score -4979188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -4979237.500000 Penalty: 3531.236816
	Iteration 53Q: 3 clusters Score -4979238 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -4979258.000000 Penalty: 3531.236816
	Iteration 54Q: 3 clusters Score -4979258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -4979290.000000 Penalty: 3531.236816
	Iteration 55Q: 3 clusters Score -4979290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -4979323.000000 Penalty: 3531.236816
	Iteration 56Q: 3 clusters Score -4979323 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -4979347.000000 Penalty: 3531.236816
	Iteration 57Q: 3 clusters Score -4979347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -4979345.500000 Penalty: 3531.236816
	Iteration 58Q: 3 clusters Score -4979346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -4979368.000000 Penalty: 3531.236816
	Iteration 59Q: 3 clusters Score -4979368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -4979385.000000 Penalty: 3531.236816
	Iteration 60F: 3 clusters Score -4979385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -4979389.500000 Penalty: 3531.236816
	Iteration 61Q: 3 clusters Score -4979390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -4979396.000000 Penalty: 3531.236816
	Iteration 62Q: 3 clusters Score -4979396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -4979397.000000 Penalty: 3531.236816
	Iteration 63Q: 3 clusters Score -4979397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -4979412.500000 Penalty: 3531.236816
	Iteration 64Q: 3 clusters Score -4979412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -4979436.500000 Penalty: 3531.236816
	Iteration 65Q: 3 clusters Score -4979436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -4979435.000000 Penalty: 3531.236816
	Iteration 66Q: 3 clusters Score -4979435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -4979441.000000 Penalty: 3531.236816
	Iteration 67Q: 3 clusters Score -4979441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -4979446.500000 Penalty: 3531.236816
	Iteration 68Q: 3 clusters Score -4979446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -4979448.500000 Penalty: 3531.236816
	Iteration 69Q: 3 clusters Score -4979448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -4979459.000000 Penalty: 3531.236816
	Iteration 70Q: 3 clusters Score -4979459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -4979465.500000 Penalty: 3531.236816
	Iteration 71Q: 3 clusters Score -4979466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -4979468.500000 Penalty: 3531.236816
	Iteration 72Q: 3 clusters Score -4979468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -4979480.000000 Penalty: 3531.236816
	Iteration 73Q: 3 clusters Score -4979480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -4979486.000000 Penalty: 3531.236816
	Iteration 74Q: 3 clusters Score -4979486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -4979499.000000 Penalty: 3531.236816
	Iteration 75Q: 3 clusters Score -4979499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -4979499.500000 Penalty: 3531.236816
	Iteration 76Q: 3 clusters Score -4979500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -4979497.500000 Penalty: 3531.236816
	Iteration 77Q: 3 clusters Score -4979498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -4979502.000000 Penalty: 3531.236816
	Iteration 78Q: 3 clusters Score -4979502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -4979512.500000 Penalty: 3531.236816
	Iteration 79Q: 3 clusters Score -4979512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -4979508.500000 Penalty: 3531.236816
	Iteration 80F: 3 clusters Score -4979508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -4979506.500000 Penalty: 3531.236816
	Iteration 81Q: 3 clusters Score -4979506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -4979509.500000 Penalty: 3531.236816
	Iteration 82Q: 3 clusters Score -4979510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -4979509.500000 Penalty: 3531.236816
	Iteration 83Q: 3 clusters Score -4979510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -4979511.000000 Penalty: 3531.236816
	Iteration 84Q: 3 clusters Score -4979511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -4979513.000000 Penalty: 3531.236816
	Iteration 85Q: 3 clusters Score -4979513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -4979521.000000 Penalty: 3531.236816
	Iteration 86Q: 3 clusters Score -4979521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -4979519.000000 Penalty: 3531.236816
	Iteration 87Q: 3 clusters Score -4979519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -4979518.000000 Penalty: 3531.236816
	Iteration 88Q: 3 clusters Score -4979518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -4979522.000000 Penalty: 3531.236816
	Iteration 89Q: 3 clusters Score -4979522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -4979522.000000 Penalty: 3531.236816
	Iteration 90Q: 3 clusters Score -4979522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -4979525.000000 Penalty: 3531.236816
	Iteration 91Q: 3 clusters Score -4979525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -4979527.000000 Penalty: 3531.236816
	Iteration 92Q: 3 clusters Score -4979527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -4979529.500000 Penalty: 3531.236816
	Iteration 93Q: 3 clusters Score -4979530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -4979536.500000 Penalty: 3531.236816
	Iteration 94Q: 3 clusters Score -4979536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -4979531.500000 Penalty: 3531.236816
	Iteration 95Q: 3 clusters Score -4979532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -4979530.000000 Penalty: 3531.236816
	Iteration 96Q: 3 clusters Score -4979530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -4979534.000000 Penalty: 3531.236816
	Iteration 97Q: 3 clusters Score -4979534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -4979532.000000 Penalty: 3531.236816
	Iteration 98Q: 3 clusters Score -4979532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -4979532.000000 Penalty: 3531.236816
	Iteration 99Q: 3 clusters Score -4979532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -4979536.000000 Penalty: 3531.236816
	Iteration 100F: 3 clusters Score -4979536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -4979536.500000 Penalty: 3531.236816
	Iteration 101Q: 3 clusters Score -4979536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -4979536.500000 Penalty: 3531.236816
	Iteration 102F: 3 clusters Score -4979536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -95550.578125 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -95550.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -94031.648438 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -94031.65 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94369.164062 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -94369.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -94495.242188 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -94495.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -94730.656250 Penalty: 2295.212158
	Iteration 3F: 3 clusters Score -94730.66 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -95106.859375 Penalty: 2295.212158
	Iteration 4F: 3 clusters Score -95106.86 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -95445.859375 Penalty: 2295.212158
	Iteration 5F: 3 clusters Score -95445.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -95602.140625 Penalty: 2295.212158
	Iteration 6F: 3 clusters Score -95602.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -95691.562500 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -95691.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -95735.000000 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -95735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -95742.734375 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -95742.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -95747.531250 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -95747.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -95748.101562 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -95748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -95748.101562 Penalty: 2295.212158
	Iteration 12F: 3 clusters Score -95748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 33095 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52331 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 169039 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 17476 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 294071 members 
Mstep: Class 20 contains 71922 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 756 members 
Entering Unmasked Estep 
Score: -66464152.000000 Penalty: 50438.820312
Splitting cluster 11 changes total score from -66465276.000000 to -66464152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (14134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Entering Unmasked Estep 
Score: -1294017.000000 Penalty: 1552.905029
	Iteration 0F: 2 clusters Score -1294017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1284208.375000 Penalty: 3105.810059
	Iteration 0F: 3 clusters Score -1284208 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1287478.875000 Penalty: 3105.810059
	Iteration 1F: 3 clusters Score -1287479 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1287746.500000 Penalty: 3105.810059
	Iteration 2F: 3 clusters Score -1287746 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1287987.875000 Penalty: 3105.810059
	Iteration 3Q: 3 clusters Score -1287988 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1288204.000000 Penalty: 3105.810059
	Iteration 4Q: 3 clusters Score -1288204 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1288423.250000 Penalty: 3105.810059
	Iteration 5Q: 3 clusters Score -1288423 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1288668.000000 Penalty: 3105.810059
	Iteration 6Q: 3 clusters Score -1288668 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1288972.875000 Penalty: 3105.810059
	Iteration 7Q: 3 clusters Score -1288973 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1289315.375000 Penalty: 3105.810059
	Iteration 8Q: 3 clusters Score -1289315 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1289687.875000 Penalty: 3105.810059
	Iteration 9Q: 3 clusters Score -1289688 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1290092.500000 Penalty: 3105.810059
	Iteration 10Q: 3 clusters Score -1290092 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1290496.000000 Penalty: 3105.810059
	Iteration 11Q: 3 clusters Score -1290496 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1290825.500000 Penalty: 3105.810059
	Iteration 12Q: 3 clusters Score -1290826 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1291076.875000 Penalty: 3105.810059
	Iteration 13Q: 3 clusters Score -1291077 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1291255.375000 Penalty: 3105.810059
	Iteration 14Q: 3 clusters Score -1291255 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1291425.875000 Penalty: 3105.810059
	Iteration 15Q: 3 clusters Score -1291426 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1291572.375000 Penalty: 3105.810059
	Iteration 16Q: 3 clusters Score -1291572 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1291703.625000 Penalty: 3105.810059
	Iteration 17Q: 3 clusters Score -1291704 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1291829.125000 Penalty: 3105.810059
	Iteration 18Q: 3 clusters Score -1291829 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1291934.750000 Penalty: 3105.810059
	Iteration 19Q: 3 clusters Score -1291935 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1292013.875000 Penalty: 3105.810059
	Iteration 20F: 3 clusters Score -1292014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1292084.625000 Penalty: 3105.810059
	Iteration 21Q: 3 clusters Score -1292085 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1292148.000000 Penalty: 3105.810059
	Iteration 22Q: 3 clusters Score -1292148 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1292201.625000 Penalty: 3105.810059
	Iteration 23Q: 3 clusters Score -1292202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1292252.750000 Penalty: 3105.810059
	Iteration 24Q: 3 clusters Score -1292253 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1292303.500000 Penalty: 3105.810059
	Iteration 25Q: 3 clusters Score -1292304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1292336.250000 Penalty: 3105.810059
	Iteration 26Q: 3 clusters Score -1292336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1292380.500000 Penalty: 3105.810059
	Iteration 27Q: 3 clusters Score -1292380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1292422.250000 Penalty: 3105.810059
	Iteration 28Q: 3 clusters Score -1292422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1292461.750000 Penalty: 3105.810059
	Iteration 29Q: 3 clusters Score -1292462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1292498.000000 Penalty: 3105.810059
	Iteration 30Q: 3 clusters Score -1292498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1292522.375000 Penalty: 3105.810059
	Iteration 31Q: 3 clusters Score -1292522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1292549.125000 Penalty: 3105.810059
	Iteration 32Q: 3 clusters Score -1292549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1292562.250000 Penalty: 3105.810059
	Iteration 33Q: 3 clusters Score -1292562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1292577.625000 Penalty: 3105.810059
	Iteration 34Q: 3 clusters Score -1292578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1292589.625000 Penalty: 3105.810059
	Iteration 35Q: 3 clusters Score -1292590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1292599.500000 Penalty: 3105.810059
	Iteration 36Q: 3 clusters Score -1292600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1292607.125000 Penalty: 3105.810059
	Iteration 37Q: 3 clusters Score -1292607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1292618.000000 Penalty: 3105.810059
	Iteration 38Q: 3 clusters Score -1292618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1292634.500000 Penalty: 3105.810059
	Iteration 39Q: 3 clusters Score -1292634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1292642.375000 Penalty: 3105.810059
	Iteration 40F: 3 clusters Score -1292642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1292648.000000 Penalty: 3105.810059
	Iteration 41Q: 3 clusters Score -1292648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1292654.750000 Penalty: 3105.810059
	Iteration 42Q: 3 clusters Score -1292655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1292665.625000 Penalty: 3105.810059
	Iteration 43Q: 3 clusters Score -1292666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1292672.125000 Penalty: 3105.810059
	Iteration 44Q: 3 clusters Score -1292672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1292681.375000 Penalty: 3105.810059
	Iteration 45Q: 3 clusters Score -1292681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1292682.375000 Penalty: 3105.810059
	Iteration 46Q: 3 clusters Score -1292682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1292685.875000 Penalty: 3105.810059
	Iteration 47Q: 3 clusters Score -1292686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1292689.625000 Penalty: 3105.810059
	Iteration 48Q: 3 clusters Score -1292690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1292694.125000 Penalty: 3105.810059
	Iteration 49Q: 3 clusters Score -1292694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1292693.125000 Penalty: 3105.810059
	Iteration 50Q: 3 clusters Score -1292693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1292692.625000 Penalty: 3105.810059
	Iteration 51Q: 3 clusters Score -1292693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1292692.375000 Penalty: 3105.810059
	Iteration 52Q: 3 clusters Score -1292692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1292692.375000 Penalty: 3105.810059
	Iteration 53F: 3 clusters Score -1292692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -195671.984375 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -195672 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 1193 members 
Entering Unmasked Estep 
Score: -193348.187500 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -193348.2 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -193885.906250 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -193885.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -194003.156250 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -194003.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -194080.000000 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -194080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -194145.453125 Penalty: 2526.691650
	Iteration 4Q: 3 clusters Score -194145.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194194.015625 Penalty: 2526.691650
	Iteration 5Q: 3 clusters Score -194194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -194230.453125 Penalty: 2526.691650
	Iteration 6Q: 3 clusters Score -194230.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -194258.562500 Penalty: 2526.691650
	Iteration 7Q: 3 clusters Score -194258.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -194282.234375 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -194282.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194311.953125 Penalty: 2526.691650
	Iteration 9Q: 3 clusters Score -194312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -194338.125000 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -194338.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194367.859375 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -194367.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -194402.921875 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -194402.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -194428.156250 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -194428.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194453.343750 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -194453.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194479.734375 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -194479.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194503.984375 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -194504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -194520.765625 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -194520.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194540.937500 Penalty: 2526.691650
	Iteration 18Q: 3 clusters Score -194540.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194555.250000 Penalty: 2526.691650
	Iteration 19Q: 3 clusters Score -194555.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -194567.718750 Penalty: 2526.691650
	Iteration 20F: 3 clusters Score -194567.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -194574.656250 Penalty: 2526.691650
	Iteration 21Q: 3 clusters Score -194574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194578.953125 Penalty: 2526.691650
	Iteration 22Q: 3 clusters Score -194579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -194585.640625 Penalty: 2526.691650
	Iteration 23Q: 3 clusters Score -194585.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -194592.375000 Penalty: 2526.691650
	Iteration 24Q: 3 clusters Score -194592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -194598.312500 Penalty: 2526.691650
	Iteration 25Q: 3 clusters Score -194598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194604.406250 Penalty: 2526.691650
	Iteration 26Q: 3 clusters Score -194604.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194613.640625 Penalty: 2526.691650
	Iteration 27Q: 3 clusters Score -194613.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194628.187500 Penalty: 2526.691650
	Iteration 28Q: 3 clusters Score -194628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194642.015625 Penalty: 2526.691650
	Iteration 29Q: 3 clusters Score -194642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194652.453125 Penalty: 2526.691650
	Iteration 30Q: 3 clusters Score -194652.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -194660.578125 Penalty: 2526.691650
	Iteration 31Q: 3 clusters Score -194660.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -194668.750000 Penalty: 2526.691650
	Iteration 32Q: 3 clusters Score -194668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -194677.703125 Penalty: 2526.691650
	Iteration 33Q: 3 clusters Score -194677.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -194688.484375 Penalty: 2526.691650
	Iteration 34Q: 3 clusters Score -194688.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -194698.421875 Penalty: 2526.691650
	Iteration 35Q: 3 clusters Score -194698.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194705.125000 Penalty: 2526.691650
	Iteration 36Q: 3 clusters Score -194705.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -194712.484375 Penalty: 2526.691650
	Iteration 37Q: 3 clusters Score -194712.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194718.312500 Penalty: 2526.691650
	Iteration 38Q: 3 clusters Score -194718.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194725.921875 Penalty: 2526.691650
	Iteration 39Q: 3 clusters Score -194725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194732.609375 Penalty: 2526.691650
	Iteration 40F: 3 clusters Score -194732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194735.156250 Penalty: 2526.691650
	Iteration 41Q: 3 clusters Score -194735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -194736.812500 Penalty: 2526.691650
	Iteration 42Q: 3 clusters Score -194736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194737.734375 Penalty: 2526.691650
	Iteration 43Q: 3 clusters Score -194737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194738.453125 Penalty: 2526.691650
	Iteration 44Q: 3 clusters Score -194738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194739.140625 Penalty: 2526.691650
	Iteration 45Q: 3 clusters Score -194739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -194739.468750 Penalty: 2526.691650
	Iteration 46Q: 3 clusters Score -194739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -194739.468750 Penalty: 2526.691650
	Iteration 47F: 3 clusters Score -194739.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (169039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Entering Unmasked Estep 
Score: -15783771.000000 Penalty: 1956.156250
	Iteration 0F: 2 clusters Score -1.578377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -15671559.000000 Penalty: 3912.312500
	Iteration 0F: 3 clusters Score -1.567156e+07 nChanged 81901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -15721160.000000 Penalty: 3912.312500
	Iteration 1F: 3 clusters Score -1.572116e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -15724467.000000 Penalty: 3912.312500
	Iteration 2Q: 3 clusters Score -1.572447e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -15730936.000000 Penalty: 3912.312500
	Iteration 3F: 3 clusters Score -1.573094e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 117024 members 
Entering Unmasked Estep 
Score: -15741144.000000 Penalty: 3912.312500
	Iteration 4F: 3 clusters Score -1.574114e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 128389 members 
Entering Unmasked Estep 
Score: -15754449.000000 Penalty: 3912.312500
	Iteration 5F: 3 clusters Score -1.575445e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 136976 members 
Entering Unmasked Estep 
Score: -15766425.000000 Penalty: 3912.312500
	Iteration 6F: 3 clusters Score -1.576642e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 140919 members 
Entering Unmasked Estep 
Score: -15773442.000000 Penalty: 3912.312500
	Iteration 7Q: 3 clusters Score -1.577344e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 142238 members 
Entering Unmasked Estep 
Score: -15775514.000000 Penalty: 3912.312500
	Iteration 8Q: 3 clusters Score -1.577551e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 143006 members 
Entering Unmasked Estep 
Score: -15776405.000000 Penalty: 3912.312500
	Iteration 9Q: 3 clusters Score -1.57764e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 143603 members 
Entering Unmasked Estep 
Score: -15776998.000000 Penalty: 3912.312500
	Iteration 10Q: 3 clusters Score -1.5777e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 144053 members 
Entering Unmasked Estep 
Score: -15777420.000000 Penalty: 3912.312500
	Iteration 11Q: 3 clusters Score -1.577742e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 144461 members 
Entering Unmasked Estep 
Score: -15777779.000000 Penalty: 3912.312500
	Iteration 12Q: 3 clusters Score -1.577778e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 144789 members 
Entering Unmasked Estep 
Score: -15778055.000000 Penalty: 3912.312500
	Iteration 13Q: 3 clusters Score -1.577806e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -15778209.000000 Penalty: 3912.312500
	Iteration 14Q: 3 clusters Score -1.577821e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 145325 members 
Entering Unmasked Estep 
Score: -15778464.000000 Penalty: 3912.312500
	Iteration 15Q: 3 clusters Score -1.577846e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 145535 members 
Entering Unmasked Estep 
Score: -15778573.000000 Penalty: 3912.312500
	Iteration 16Q: 3 clusters Score -1.577857e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 145729 members 
Entering Unmasked Estep 
Score: -15778650.000000 Penalty: 3912.312500
	Iteration 17Q: 3 clusters Score -1.577865e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 145924 members 
Entering Unmasked Estep 
Score: -15778717.000000 Penalty: 3912.312500
	Iteration 18Q: 3 clusters Score -1.577872e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 146111 members 
Entering Unmasked Estep 
Score: -15778763.000000 Penalty: 3912.312500
	Iteration 19Q: 3 clusters Score -1.577876e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -15778820.000000 Penalty: 3912.312500
	Iteration 20F: 3 clusters Score -1.577882e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -15778864.000000 Penalty: 3912.312500
	Iteration 21Q: 3 clusters Score -1.577886e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -15778873.000000 Penalty: 3912.312500
	Iteration 22Q: 3 clusters Score -1.577887e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 146837 members 
Entering Unmasked Estep 
Score: -15778920.000000 Penalty: 3912.312500
	Iteration 23Q: 3 clusters Score -1.577892e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -15778993.000000 Penalty: 3912.312500
	Iteration 24Q: 3 clusters Score -1.577899e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 147149 members 
Entering Unmasked Estep 
Score: -15779048.000000 Penalty: 3912.312500
	Iteration 25Q: 3 clusters Score -1.577905e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 147330 members 
Entering Unmasked Estep 
Score: -15779111.000000 Penalty: 3912.312500
	Iteration 26Q: 3 clusters Score -1.577911e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 147488 members 
Entering Unmasked Estep 
Score: -15779195.000000 Penalty: 3912.312500
	Iteration 27Q: 3 clusters Score -1.57792e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -15779214.000000 Penalty: 3912.312500
	Iteration 28Q: 3 clusters Score -1.577921e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 147757 members 
Entering Unmasked Estep 
Score: -15779259.000000 Penalty: 3912.312500
	Iteration 29Q: 3 clusters Score -1.577926e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 147883 members 
Entering Unmasked Estep 
Score: -15779295.000000 Penalty: 3912.312500
	Iteration 30Q: 3 clusters Score -1.57793e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 148023 members 
Entering Unmasked Estep 
Score: -15779345.000000 Penalty: 3912.312500
	Iteration 31Q: 3 clusters Score -1.577934e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -15779452.000000 Penalty: 3912.312500
	Iteration 32Q: 3 clusters Score -1.577945e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -15779580.000000 Penalty: 3912.312500
	Iteration 33Q: 3 clusters Score -1.577958e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 148551 members 
Entering Unmasked Estep 
Score: -15779668.000000 Penalty: 3912.312500
	Iteration 34Q: 3 clusters Score -1.577967e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 148774 members 
Entering Unmasked Estep 
Score: -15779832.000000 Penalty: 3912.312500
	Iteration 35Q: 3 clusters Score -1.577983e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 149031 members 
Entering Unmasked Estep 
Score: -15779995.000000 Penalty: 3912.312500
	Iteration 36Q: 3 clusters Score -1.578e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -15780159.000000 Penalty: 3912.312500
	Iteration 37Q: 3 clusters Score -1.578016e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
Score: -15780302.000000 Penalty: 3912.312500
	Iteration 38Q: 3 clusters Score -1.57803e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 149911 members 
Entering Unmasked Estep 
Score: -15780465.000000 Penalty: 3912.312500
	Iteration 39Q: 3 clusters Score -1.578046e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 150257 members 
Entering Unmasked Estep 
Score: -15780612.000000 Penalty: 3912.312500
	Iteration 40F: 3 clusters Score -1.578061e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 150653 members 
Entering Unmasked Estep 
Score: -15780807.000000 Penalty: 3912.312500
	Iteration 41Q: 3 clusters Score -1.578081e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 151077 members 
Entering Unmasked Estep 
Score: -15780973.000000 Penalty: 3912.312500
	Iteration 42Q: 3 clusters Score -1.578097e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 151524 members 
Entering Unmasked Estep 
Score: -15781187.000000 Penalty: 3912.312500
	Iteration 43Q: 3 clusters Score -1.578119e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 152004 members 
Entering Unmasked Estep 
Score: -15781439.000000 Penalty: 3912.312500
	Iteration 44Q: 3 clusters Score -1.578144e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -15781633.000000 Penalty: 3912.312500
	Iteration 45Q: 3 clusters Score -1.578163e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 153127 members 
Entering Unmasked Estep 
Score: -15781885.000000 Penalty: 3912.312500
	Iteration 46Q: 3 clusters Score -1.578188e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -15782118.000000 Penalty: 3912.312500
	Iteration 47Q: 3 clusters Score -1.578212e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 154432 members 
Entering Unmasked Estep 
Score: -15782355.000000 Penalty: 3912.312500
	Iteration 48Q: 3 clusters Score -1.578236e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -15782595.000000 Penalty: 3912.312500
	Iteration 49Q: 3 clusters Score -1.57826e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 155854 members 
Entering Unmasked Estep 
Score: -15782834.000000 Penalty: 3912.312500
	Iteration 50Q: 3 clusters Score -1.578283e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -15783002.000000 Penalty: 3912.312500
	Iteration 51Q: 3 clusters Score -1.5783e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -15783088.000000 Penalty: 3912.312500
	Iteration 52Q: 3 clusters Score -1.578309e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -15783240.000000 Penalty: 3912.312500
	Iteration 53Q: 3 clusters Score -1.578324e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 158662 members 
Entering Unmasked Estep 
Score: -15783399.000000 Penalty: 3912.312500
	Iteration 54Q: 3 clusters Score -1.57834e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 159352 members 
Entering Unmasked Estep 
Score: -15783538.000000 Penalty: 3912.312500
	Iteration 55Q: 3 clusters Score -1.578354e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -15783650.000000 Penalty: 3912.312500
	Iteration 56Q: 3 clusters Score -1.578365e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -15783832.000000 Penalty: 3912.312500
	Iteration 57Q: 3 clusters Score -1.578383e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 161097 members 
Entering Unmasked Estep 
Score: -15783820.000000 Penalty: 3912.312500
	Iteration 58Q: 3 clusters Score -1.578382e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 161568 members 
Entering Unmasked Estep 
Score: -15783824.000000 Penalty: 3912.312500
	Iteration 59Q: 3 clusters Score -1.578382e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 162023 members 
Entering Unmasked Estep 
Score: -15783891.000000 Penalty: 3912.312500
	Iteration 60F: 3 clusters Score -1.578389e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -15783930.000000 Penalty: 3912.312500
	Iteration 61Q: 3 clusters Score -1.578393e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -15783976.000000 Penalty: 3912.312500
	Iteration 62Q: 3 clusters Score -1.578398e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -15784017.000000 Penalty: 3912.312500
	Iteration 63Q: 3 clusters Score -1.578402e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -15784039.000000 Penalty: 3912.312500
	Iteration 64Q: 3 clusters Score -1.578404e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -15784055.000000 Penalty: 3912.312500
	Iteration 65Q: 3 clusters Score -1.578406e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
Score: -15784130.000000 Penalty: 3912.312500
	Iteration 66Q: 3 clusters Score -1.578413e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -15784137.000000 Penalty: 3912.312500
	Iteration 67Q: 3 clusters Score -1.578414e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 164462 members 
Entering Unmasked Estep 
Score: -15784138.000000 Penalty: 3912.312500
	Iteration 68Q: 3 clusters Score -1.578414e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 164646 members 
Entering Unmasked Estep 
Score: -15784145.000000 Penalty: 3912.312500
	Iteration 69Q: 3 clusters Score -1.578414e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -15784151.000000 Penalty: 3912.312500
	Iteration 70Q: 3 clusters Score -1.578415e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -15784147.000000 Penalty: 3912.312500
	Iteration 71Q: 3 clusters Score -1.578415e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 165044 members 
Entering Unmasked Estep 
Score: -15784110.000000 Penalty: 3912.312500
	Iteration 72Q: 3 clusters Score -1.578411e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -15784107.000000 Penalty: 3912.312500
	Iteration 73Q: 3 clusters Score -1.578411e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -15784114.000000 Penalty: 3912.312500
	Iteration 74Q: 3 clusters Score -1.578411e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 165324 members 
Entering Unmasked Estep 
Score: -15784093.000000 Penalty: 3912.312500
	Iteration 75Q: 3 clusters Score -1.578409e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 165386 members 
Entering Unmasked Estep 
Score: -15784114.000000 Penalty: 3912.312500
	Iteration 76Q: 3 clusters Score -1.578411e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 165425 members 
Entering Unmasked Estep 
Score: -15784107.000000 Penalty: 3912.312500
	Iteration 77Q: 3 clusters Score -1.578411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -15784115.000000 Penalty: 3912.312500
	Iteration 78Q: 3 clusters Score -1.578412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 165480 members 
Entering Unmasked Estep 
Score: -15784116.000000 Penalty: 3912.312500
	Iteration 79Q: 3 clusters Score -1.578412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -15784116.000000 Penalty: 3912.312500
	Iteration 80F: 3 clusters Score -1.578412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 165516 members 
Entering Unmasked Estep 
Score: -15784122.000000 Penalty: 3912.312500
	Iteration 81Q: 3 clusters Score -1.578412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 165536 members 
Entering Unmasked Estep 
Score: -15784110.000000 Penalty: 3912.312500
	Iteration 82Q: 3 clusters Score -1.578411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 165551 members 
Entering Unmasked Estep 
Score: -15784116.000000 Penalty: 3912.312500
	Iteration 83Q: 3 clusters Score -1.578412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -15784102.000000 Penalty: 3912.312500
	Iteration 84Q: 3 clusters Score -1.57841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -15784094.000000 Penalty: 3912.312500
	Iteration 85Q: 3 clusters Score -1.578409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 165592 members 
Entering Unmasked Estep 
Score: -15784082.000000 Penalty: 3912.312500
	Iteration 86Q: 3 clusters Score -1.578408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 165597 members 
Entering Unmasked Estep 
Score: -15784078.000000 Penalty: 3912.312500
	Iteration 87Q: 3 clusters Score -1.578408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 165606 members 
Entering Unmasked Estep 
Score: -15784077.000000 Penalty: 3912.312500
	Iteration 88Q: 3 clusters Score -1.578408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -15784071.000000 Penalty: 3912.312500
	Iteration 89Q: 3 clusters Score -1.578407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -15784065.000000 Penalty: 3912.312500
	Iteration 90Q: 3 clusters Score -1.578406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 165635 members 
Entering Unmasked Estep 
Score: -15784081.000000 Penalty: 3912.312500
	Iteration 91Q: 3 clusters Score -1.578408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 165642 members 
Entering Unmasked Estep 
Score: -15784065.000000 Penalty: 3912.312500
	Iteration 92Q: 3 clusters Score -1.578406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 165651 members 
Entering Unmasked Estep 
Score: -15784070.000000 Penalty: 3912.312500
	Iteration 93Q: 3 clusters Score -1.578407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -15784058.000000 Penalty: 3912.312500
	Iteration 94Q: 3 clusters Score -1.578406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -15784054.000000 Penalty: 3912.312500
	Iteration 95Q: 3 clusters Score -1.578405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -15784054.000000 Penalty: 3912.312500
	Iteration 96F: 3 clusters Score -1.578405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 33095 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52331 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 17476 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 294071 members 
Mstep: Class 20 contains 71922 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 165657 members 
Entering Unmasked Estep 
Score: -66464876.000000 Penalty: 50438.820312
Splitting cluster 14 changes total score from -66465276.000000 to -66464876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (28889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Entering Unmasked Estep 
Score: -2741366.000000 Penalty: 1669.072632
	Iteration 0F: 2 clusters Score -2741366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2721909.750000 Penalty: 3338.145264
	Iteration 0F: 3 clusters Score -2721910 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2729377.500000 Penalty: 3338.145264
	Iteration 1F: 3 clusters Score -2729378 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2729929.250000 Penalty: 3338.145264
	Iteration 2Q: 3 clusters Score -2729929 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2730664.000000 Penalty: 3338.145264
	Iteration 3F: 3 clusters Score -2730664 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2731654.000000 Penalty: 3338.145264
	Iteration 4F: 3 clusters Score -2731654 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2732955.250000 Penalty: 3338.145264
	Iteration 5F: 3 clusters Score -2732955 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2734673.500000 Penalty: 3338.145264
	Iteration 6F: 3 clusters Score -2734674 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2736584.500000 Penalty: 3338.145264
	Iteration 7F: 3 clusters Score -2736584 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2738278.000000 Penalty: 3338.145264
	Iteration 8F: 3 clusters Score -2738278 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2739283.750000 Penalty: 3338.145264
	Iteration 9Q: 3 clusters Score -2739284 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2739753.750000 Penalty: 3338.145264
	Iteration 10Q: 3 clusters Score -2739754 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2739955.250000 Penalty: 3338.145264
	Iteration 11Q: 3 clusters Score -2739955 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2740055.500000 Penalty: 3338.145264
	Iteration 12Q: 3 clusters Score -2740056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2740099.000000 Penalty: 3338.145264
	Iteration 13Q: 3 clusters Score -2740099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2740136.500000 Penalty: 3338.145264
	Iteration 14Q: 3 clusters Score -2740136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2740155.250000 Penalty: 3338.145264
	Iteration 15Q: 3 clusters Score -2740155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2740175.250000 Penalty: 3338.145264
	Iteration 16Q: 3 clusters Score -2740175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2740186.000000 Penalty: 3338.145264
	Iteration 17Q: 3 clusters Score -2740186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2740213.500000 Penalty: 3338.145264
	Iteration 18Q: 3 clusters Score -2740214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2740233.500000 Penalty: 3338.145264
	Iteration 19Q: 3 clusters Score -2740234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2740236.750000 Penalty: 3338.145264
	Iteration 20F: 3 clusters Score -2740237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2740242.500000 Penalty: 3338.145264
	Iteration 21Q: 3 clusters Score -2740242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2740256.000000 Penalty: 3338.145264
	Iteration 22Q: 3 clusters Score -2740256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2740268.500000 Penalty: 3338.145264
	Iteration 23Q: 3 clusters Score -2740268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2740281.000000 Penalty: 3338.145264
	Iteration 24Q: 3 clusters Score -2740281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2740278.500000 Penalty: 3338.145264
	Iteration 25Q: 3 clusters Score -2740278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2740293.500000 Penalty: 3338.145264
	Iteration 26Q: 3 clusters Score -2740294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2740284.750000 Penalty: 3338.145264
	Iteration 27Q: 3 clusters Score -2740285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2740286.500000 Penalty: 3338.145264
	Iteration 28Q: 3 clusters Score -2740286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2740286.750000 Penalty: 3338.145264
	Iteration 29Q: 3 clusters Score -2740287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2740291.500000 Penalty: 3338.145264
	Iteration 30Q: 3 clusters Score -2740292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2740294.000000 Penalty: 3338.145264
	Iteration 31Q: 3 clusters Score -2740294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2740296.750000 Penalty: 3338.145264
	Iteration 32Q: 3 clusters Score -2740297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2740295.750000 Penalty: 3338.145264
	Iteration 33Q: 3 clusters Score -2740296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2740294.250000 Penalty: 3338.145264
	Iteration 34Q: 3 clusters Score -2740294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2740296.500000 Penalty: 3338.145264
	Iteration 35Q: 3 clusters Score -2740296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2740297.250000 Penalty: 3338.145264
	Iteration 36Q: 3 clusters Score -2740297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2740297.750000 Penalty: 3338.145264
	Iteration 37Q: 3 clusters Score -2740298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2740296.250000 Penalty: 3338.145264
	Iteration 38Q: 3 clusters Score -2740296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2740296.250000 Penalty: 3338.145264
	Iteration 39F: 3 clusters Score -2740296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Entering Unmasked Estep 
Score: -830369.187500 Penalty: 1477.688843
	Iteration 0F: 2 clusters Score -830369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -823953.125000 Penalty: 2955.377686
	Iteration 0F: 3 clusters Score -823953.1 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -826070.437500 Penalty: 2955.377686
	Iteration 1F: 3 clusters Score -826070.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -826416.500000 Penalty: 2955.377686
	Iteration 2F: 3 clusters Score -826416.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -826705.500000 Penalty: 2955.377686
	Iteration 3F: 3 clusters Score -826705.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -826957.562500 Penalty: 2955.377686
	Iteration 4F: 3 clusters Score -826957.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -827189.937500 Penalty: 2955.377686
	Iteration 5F: 3 clusters Score -827189.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -827400.812500 Penalty: 2955.377686
	Iteration 6Q: 3 clusters Score -827400.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -827620.250000 Penalty: 2955.377686
	Iteration 7Q: 3 clusters Score -827620.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -827832.000000 Penalty: 2955.377686
	Iteration 8Q: 3 clusters Score -827832 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -828046.062500 Penalty: 2955.377686
	Iteration 9Q: 3 clusters Score -828046.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -828217.125000 Penalty: 2955.377686
	Iteration 10Q: 3 clusters Score -828217.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -828357.750000 Penalty: 2955.377686
	Iteration 11Q: 3 clusters Score -828357.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -828462.500000 Penalty: 2955.377686
	Iteration 12Q: 3 clusters Score -828462.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -828559.250000 Penalty: 2955.377686
	Iteration 13Q: 3 clusters Score -828559.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -828622.375000 Penalty: 2955.377686
	Iteration 14Q: 3 clusters Score -828622.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -828679.250000 Penalty: 2955.377686
	Iteration 15Q: 3 clusters Score -828679.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -828716.250000 Penalty: 2955.377686
	Iteration 16Q: 3 clusters Score -828716.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -828761.250000 Penalty: 2955.377686
	Iteration 17Q: 3 clusters Score -828761.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -828804.875000 Penalty: 2955.377686
	Iteration 18Q: 3 clusters Score -828804.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -828848.187500 Penalty: 2955.377686
	Iteration 19Q: 3 clusters Score -828848.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -828904.687500 Penalty: 2955.377686
	Iteration 20F: 3 clusters Score -828904.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -828960.250000 Penalty: 2955.377686
	Iteration 21Q: 3 clusters Score -828960.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -829003.000000 Penalty: 2955.377686
	Iteration 22Q: 3 clusters Score -829003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -829021.937500 Penalty: 2955.377686
	Iteration 23Q: 3 clusters Score -829021.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -829043.437500 Penalty: 2955.377686
	Iteration 24Q: 3 clusters Score -829043.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -829064.437500 Penalty: 2955.377686
	Iteration 25Q: 3 clusters Score -829064.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -829076.500000 Penalty: 2955.377686
	Iteration 26Q: 3 clusters Score -829076.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -829084.875000 Penalty: 2955.377686
	Iteration 27Q: 3 clusters Score -829084.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -829099.937500 Penalty: 2955.377686
	Iteration 28Q: 3 clusters Score -829099.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -829112.312500 Penalty: 2955.377686
	Iteration 29Q: 3 clusters Score -829112.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -829119.687500 Penalty: 2955.377686
	Iteration 30Q: 3 clusters Score -829119.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -829125.875000 Penalty: 2955.377686
	Iteration 31Q: 3 clusters Score -829125.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -829131.937500 Penalty: 2955.377686
	Iteration 32Q: 3 clusters Score -829131.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -829136.437500 Penalty: 2955.377686
	Iteration 33Q: 3 clusters Score -829136.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -829141.375000 Penalty: 2955.377686
	Iteration 34Q: 3 clusters Score -829141.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -829147.625000 Penalty: 2955.377686
	Iteration 35Q: 3 clusters Score -829147.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -829151.812500 Penalty: 2955.377686
	Iteration 36Q: 3 clusters Score -829151.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -829161.312500 Penalty: 2955.377686
	Iteration 37Q: 3 clusters Score -829161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -829163.437500 Penalty: 2955.377686
	Iteration 38Q: 3 clusters Score -829163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -829167.437500 Penalty: 2955.377686
	Iteration 39Q: 3 clusters Score -829167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -829171.937500 Penalty: 2955.377686
	Iteration 40F: 3 clusters Score -829171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -829173.312500 Penalty: 2955.377686
	Iteration 41Q: 3 clusters Score -829173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -829171.687500 Penalty: 2955.377686
	Iteration 42Q: 3 clusters Score -829171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -829172.312500 Penalty: 2955.377686
	Iteration 43Q: 3 clusters Score -829172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -829174.937500 Penalty: 2955.377686
	Iteration 44Q: 3 clusters Score -829174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -829176.687500 Penalty: 2955.377686
	Iteration 45Q: 3 clusters Score -829176.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -829177.812500 Penalty: 2955.377686
	Iteration 46Q: 3 clusters Score -829177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -829178.250000 Penalty: 2955.377686
	Iteration 47Q: 3 clusters Score -829178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -829179.500000 Penalty: 2955.377686
	Iteration 48Q: 3 clusters Score -829179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -829180.937500 Penalty: 2955.377686
	Iteration 49Q: 3 clusters Score -829180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -829181.875000 Penalty: 2955.377686
	Iteration 50Q: 3 clusters Score -829181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -829183.562500 Penalty: 2955.377686
	Iteration 51Q: 3 clusters Score -829183.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -829185.937500 Penalty: 2955.377686
	Iteration 52Q: 3 clusters Score -829185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -829187.000000 Penalty: 2955.377686
	Iteration 53Q: 3 clusters Score -829187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -829187.312500 Penalty: 2955.377686
	Iteration 54Q: 3 clusters Score -829187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -829188.562500 Penalty: 2955.377686
	Iteration 55Q: 3 clusters Score -829188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -829188.625000 Penalty: 2955.377686
	Iteration 56Q: 3 clusters Score -829188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -829190.125000 Penalty: 2955.377686
	Iteration 57Q: 3 clusters Score -829190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -829190.437500 Penalty: 2955.377686
	Iteration 58Q: 3 clusters Score -829190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -829190.187500 Penalty: 2955.377686
	Iteration 59Q: 3 clusters Score -829190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -829189.562500 Penalty: 2955.377686
	Iteration 60F: 3 clusters Score -829189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -829190.562500 Penalty: 2955.377686
	Iteration 61Q: 3 clusters Score -829190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -829192.500000 Penalty: 2955.377686
	Iteration 62Q: 3 clusters Score -829192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -829193.500000 Penalty: 2955.377686
	Iteration 63Q: 3 clusters Score -829193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -829194.375000 Penalty: 2955.377686
	Iteration 64Q: 3 clusters Score -829194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -829194.562500 Penalty: 2955.377686
	Iteration 65Q: 3 clusters Score -829194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -829195.062500 Penalty: 2955.377686
	Iteration 66Q: 3 clusters Score -829195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -829196.937500 Penalty: 2955.377686
	Iteration 67Q: 3 clusters Score -829196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -829197.312500 Penalty: 2955.377686
	Iteration 68Q: 3 clusters Score -829197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -829198.250000 Penalty: 2955.377686
	Iteration 69Q: 3 clusters Score -829198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -829199.812500 Penalty: 2955.377686
	Iteration 70Q: 3 clusters Score -829199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -829199.562500 Penalty: 2955.377686
	Iteration 71Q: 3 clusters Score -829199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -829200.437500 Penalty: 2955.377686
	Iteration 72Q: 3 clusters Score -829200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -829200.437500 Penalty: 2955.377686
	Iteration 73F: 3 clusters Score -829200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Entering Unmasked Estep 
Score: -1667933.625000 Penalty: 1587.394897
	Iteration 0F: 2 clusters Score -1667934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1655928.125000 Penalty: 3174.789795
	Iteration 0F: 3 clusters Score -1655928 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1660208.500000 Penalty: 3174.789795
	Iteration 1F: 3 clusters Score -1660208 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1660474.625000 Penalty: 3174.789795
	Iteration 2Q: 3 clusters Score -1660475 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1660742.125000 Penalty: 3174.789795
	Iteration 3Q: 3 clusters Score -1660742 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1661092.625000 Penalty: 3174.789795
	Iteration 4Q: 3 clusters Score -1661093 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1661565.875000 Penalty: 3174.789795
	Iteration 5F: 3 clusters Score -1661566 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1662228.375000 Penalty: 3174.789795
	Iteration 6F: 3 clusters Score -1662228 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1663178.375000 Penalty: 3174.789795
	Iteration 7F: 3 clusters Score -1663178 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1664351.125000 Penalty: 3174.789795
	Iteration 8F: 3 clusters Score -1664351 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1665327.625000 Penalty: 3174.789795
	Iteration 9F: 3 clusters Score -1665328 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1665914.000000 Penalty: 3174.789795
	Iteration 10Q: 3 clusters Score -1665914 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1666280.125000 Penalty: 3174.789795
	Iteration 11Q: 3 clusters Score -1666280 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1666501.250000 Penalty: 3174.789795
	Iteration 12Q: 3 clusters Score -1666501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1666620.875000 Penalty: 3174.789795
	Iteration 13Q: 3 clusters Score -1666621 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1666679.750000 Penalty: 3174.789795
	Iteration 14Q: 3 clusters Score -1666680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1666716.500000 Penalty: 3174.789795
	Iteration 15Q: 3 clusters Score -1666716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1666740.750000 Penalty: 3174.789795
	Iteration 16Q: 3 clusters Score -1666741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1666759.125000 Penalty: 3174.789795
	Iteration 17Q: 3 clusters Score -1666759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1666766.875000 Penalty: 3174.789795
	Iteration 18Q: 3 clusters Score -1666767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1666774.500000 Penalty: 3174.789795
	Iteration 19Q: 3 clusters Score -1666774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1666781.750000 Penalty: 3174.789795
	Iteration 20F: 3 clusters Score -1666782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1666782.375000 Penalty: 3174.789795
	Iteration 21Q: 3 clusters Score -1666782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1666786.500000 Penalty: 3174.789795
	Iteration 22Q: 3 clusters Score -1666786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1666785.750000 Penalty: 3174.789795
	Iteration 23Q: 3 clusters Score -1666786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1666792.250000 Penalty: 3174.789795
	Iteration 24Q: 3 clusters Score -1666792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1666796.500000 Penalty: 3174.789795
	Iteration 25Q: 3 clusters Score -1666796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1666795.875000 Penalty: 3174.789795
	Iteration 26Q: 3 clusters Score -1666796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1666801.750000 Penalty: 3174.789795
	Iteration 27Q: 3 clusters Score -1666802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1666803.375000 Penalty: 3174.789795
	Iteration 28Q: 3 clusters Score -1666803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1666801.375000 Penalty: 3174.789795
	Iteration 29Q: 3 clusters Score -1666801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1666804.250000 Penalty: 3174.789795
	Iteration 30Q: 3 clusters Score -1666804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1666809.250000 Penalty: 3174.789795
	Iteration 31Q: 3 clusters Score -1666809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1666807.625000 Penalty: 3174.789795
	Iteration 32Q: 3 clusters Score -1666808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1666811.625000 Penalty: 3174.789795
	Iteration 33Q: 3 clusters Score -1666812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1666814.500000 Penalty: 3174.789795
	Iteration 34Q: 3 clusters Score -1666814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1666813.125000 Penalty: 3174.789795
	Iteration 35Q: 3 clusters Score -1666813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1666813.000000 Penalty: 3174.789795
	Iteration 36Q: 3 clusters Score -1666813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1666814.875000 Penalty: 3174.789795
	Iteration 37Q: 3 clusters Score -1666815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1666816.750000 Penalty: 3174.789795
	Iteration 38Q: 3 clusters Score -1666817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1666823.250000 Penalty: 3174.789795
	Iteration 39Q: 3 clusters Score -1666823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1666829.375000 Penalty: 3174.789795
	Iteration 40F: 3 clusters Score -1666829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1666828.875000 Penalty: 3174.789795
	Iteration 41Q: 3 clusters Score -1666829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1666830.750000 Penalty: 3174.789795
	Iteration 42Q: 3 clusters Score -1666831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1666832.375000 Penalty: 3174.789795
	Iteration 43Q: 3 clusters Score -1666832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1666831.875000 Penalty: 3174.789795
	Iteration 44Q: 3 clusters Score -1666832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1666830.875000 Penalty: 3174.789795
	Iteration 45Q: 3 clusters Score -1666831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1666833.250000 Penalty: 3174.789795
	Iteration 46Q: 3 clusters Score -1666833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1666834.625000 Penalty: 3174.789795
	Iteration 47Q: 3 clusters Score -1666835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1666834.875000 Penalty: 3174.789795
	Iteration 48Q: 3 clusters Score -1666835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1666834.875000 Penalty: 3174.789795
	Iteration 49F: 3 clusters Score -1666835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -37939.347656 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -37939.35 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 278 members 
Entering Unmasked Estep 
Score: -36874.734375 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -36874.73 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37091.039062 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -37091.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37200.148438 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -37200.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37269.328125 Penalty: 2039.909058
	Iteration 3Q: 3 clusters Score -37269.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37336.402344 Penalty: 2039.909058
	Iteration 4Q: 3 clusters Score -37336.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37439.238281 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -37439.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37562.312500 Penalty: 2039.909058
	Iteration 6F: 3 clusters Score -37562.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37719.281250 Penalty: 2039.909058
	Iteration 7F: 3 clusters Score -37719.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37787.929688 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -37787.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37883.042969 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -37883.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37975.148438 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -37975.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37999.281250 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -37999.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38010.605469 Penalty: 2039.909058
	Iteration 12Q: 3 clusters Score -38010.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38057.675781 Penalty: 2039.909058
	Iteration 13Q: 3 clusters Score -38057.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38068.582031 Penalty: 2039.909058
	Iteration 14Q: 3 clusters Score -38068.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38073.519531 Penalty: 2039.909058
	Iteration 15Q: 3 clusters Score -38073.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38080.605469 Penalty: 2039.909058
	Iteration 16Q: 3 clusters Score -38080.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38084.527344 Penalty: 2039.909058
	Iteration 17Q: 3 clusters Score -38084.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38086.671875 Penalty: 2039.909058
	Iteration 18Q: 3 clusters Score -38086.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38086.671875 Penalty: 2039.909058
	Iteration 19F: 3 clusters Score -38086.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 33095 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52331 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 169039 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 17476 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 294071 members 
Mstep: Class 20 contains 71922 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 250 members 
Entering Unmasked Estep 
Score: -66463904.000000 Penalty: 50438.820312
Splitting cluster 18 changes total score from -66465276.000000 to -66463904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (294071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294071 members 
Entering Unmasked Estep 
Score: -27390764.000000 Penalty: 2046.131226
	Iteration 0F: 2 clusters Score -2.739076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147664 members 
Mstep: Class 2 contains 146407 members 
Entering Unmasked Estep 
Score: -27200094.000000 Penalty: 4092.262451
	Iteration 0F: 3 clusters Score -2.720009e+07 nChanged 143532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165084 members 
Mstep: Class 2 contains 128987 members 
Entering Unmasked Estep 
Score: -27287346.000000 Penalty: 4092.262451
	Iteration 1F: 3 clusters Score -2.728735e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176594 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -27292214.000000 Penalty: 4092.262451
	Iteration 2Q: 3 clusters Score -2.729221e+07 nChanged 17557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193993 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -27301932.000000 Penalty: 4092.262451
	Iteration 3F: 3 clusters Score -2.730193e+07 nChanged 24550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218521 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -27318752.000000 Penalty: 4092.262451
	Iteration 4F: 3 clusters Score -2.731875e+07 nChanged 29111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247628 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -27344216.000000 Penalty: 4092.262451
	Iteration 5F: 3 clusters Score -2.734422e+07 nChanged 25705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273333 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -27368704.000000 Penalty: 4092.262451
	Iteration 6F: 3 clusters Score -2.73687e+07 nChanged 14522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287855 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -27382992.000000 Penalty: 4092.262451
	Iteration 7Q: 3 clusters Score -2.738299e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292661 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -27387508.000000 Penalty: 4092.262451
	Iteration 8Q: 3 clusters Score -2.738751e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293718 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27388514.000000 Penalty: 4092.262451
	Iteration 9Q: 3 clusters Score -2.738851e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293893 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27388754.000000 Penalty: 4092.262451
	Iteration 10Q: 3 clusters Score -2.738875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293934 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27388850.000000 Penalty: 4092.262451
	Iteration 11Q: 3 clusters Score -2.738885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293941 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27388884.000000 Penalty: 4092.262451
	Iteration 12Q: 3 clusters Score -2.738888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293939 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27388892.000000 Penalty: 4092.262451
	Iteration 13Q: 3 clusters Score -2.738889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293936 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27388886.000000 Penalty: 4092.262451
	Iteration 14Q: 3 clusters Score -2.738889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293934 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27388894.000000 Penalty: 4092.262451
	Iteration 15Q: 3 clusters Score -2.738889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293935 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27388892.000000 Penalty: 4092.262451
	Iteration 16Q: 3 clusters Score -2.738889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293937 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27388912.000000 Penalty: 4092.262451
	Iteration 17Q: 3 clusters Score -2.738891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293938 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27388924.000000 Penalty: 4092.262451
	Iteration 18Q: 3 clusters Score -2.738892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293940 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27388930.000000 Penalty: 4092.262451
	Iteration 19Q: 3 clusters Score -2.738893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293942 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27388932.000000 Penalty: 4092.262451
	Iteration 20F: 3 clusters Score -2.738893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293942 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27388958.000000 Penalty: 4092.262451
	Iteration 21Q: 3 clusters Score -2.738896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293942 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27388956.000000 Penalty: 4092.262451
	Iteration 22Q: 3 clusters Score -2.738896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293940 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27388978.000000 Penalty: 4092.262451
	Iteration 23Q: 3 clusters Score -2.738898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293942 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27388976.000000 Penalty: 4092.262451
	Iteration 24Q: 3 clusters Score -2.738898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293942 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27388976.000000 Penalty: 4092.262451
	Iteration 25F: 3 clusters Score -2.738898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Entering Unmasked Estep 
Score: -6845212.000000 Penalty: 1817.292236
	Iteration 0F: 2 clusters Score -6845212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -6797092.500000 Penalty: 3634.584473
	Iteration 0F: 3 clusters Score -6797092 nChanged 33972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -6816373.500000 Penalty: 3634.584473
	Iteration 1F: 3 clusters Score -6816374 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -6816871.000000 Penalty: 3634.584473
	Iteration 2Q: 3 clusters Score -6816871 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6817445.000000 Penalty: 3634.584473
	Iteration 3Q: 3 clusters Score -6817445 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -6818416.500000 Penalty: 3634.584473
	Iteration 4Q: 3 clusters Score -6818416 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -6819930.000000 Penalty: 3634.584473
	Iteration 5Q: 3 clusters Score -6819930 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -6822251.500000 Penalty: 3634.584473
	Iteration 6Q: 3 clusters Score -6822252 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -6825255.500000 Penalty: 3634.584473
	Iteration 7F: 3 clusters Score -6825256 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -6828519.000000 Penalty: 3634.584473
	Iteration 8F: 3 clusters Score -6828519 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -6831609.500000 Penalty: 3634.584473
	Iteration 9F: 3 clusters Score -6831610 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -6833996.500000 Penalty: 3634.584473
	Iteration 10F: 3 clusters Score -6833996 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -6835665.500000 Penalty: 3634.584473
	Iteration 11Q: 3 clusters Score -6835666 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -6836619.000000 Penalty: 3634.584473
	Iteration 12Q: 3 clusters Score -6836619 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -6837215.500000 Penalty: 3634.584473
	Iteration 13Q: 3 clusters Score -6837216 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -6837574.000000 Penalty: 3634.584473
	Iteration 14Q: 3 clusters Score -6837574 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -6837857.500000 Penalty: 3634.584473
	Iteration 15Q: 3 clusters Score -6837858 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -6838098.500000 Penalty: 3634.584473
	Iteration 16Q: 3 clusters Score -6838098 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -6838360.500000 Penalty: 3634.584473
	Iteration 17Q: 3 clusters Score -6838360 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -6838633.500000 Penalty: 3634.584473
	Iteration 18Q: 3 clusters Score -6838634 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -6838918.000000 Penalty: 3634.584473
	Iteration 19Q: 3 clusters Score -6838918 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -6839159.000000 Penalty: 3634.584473
	Iteration 20F: 3 clusters Score -6839159 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -6839470.000000 Penalty: 3634.584473
	Iteration 21Q: 3 clusters Score -6839470 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -6839712.500000 Penalty: 3634.584473
	Iteration 22Q: 3 clusters Score -6839712 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -6840018.500000 Penalty: 3634.584473
	Iteration 23Q: 3 clusters Score -6840018 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -6840257.000000 Penalty: 3634.584473
	Iteration 24Q: 3 clusters Score -6840257 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -6840547.500000 Penalty: 3634.584473
	Iteration 25Q: 3 clusters Score -6840548 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -6840836.500000 Penalty: 3634.584473
	Iteration 26Q: 3 clusters Score -6840836 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6841181.500000 Penalty: 3634.584473
	Iteration 27Q: 3 clusters Score -6841182 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -6841476.000000 Penalty: 3634.584473
	Iteration 28Q: 3 clusters Score -6841476 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -6841714.500000 Penalty: 3634.584473
	Iteration 29Q: 3 clusters Score -6841714 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -6841971.000000 Penalty: 3634.584473
	Iteration 30Q: 3 clusters Score -6841971 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6842228.000000 Penalty: 3634.584473
	Iteration 31Q: 3 clusters Score -6842228 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6842444.500000 Penalty: 3634.584473
	Iteration 32Q: 3 clusters Score -6842444 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6842635.000000 Penalty: 3634.584473
	Iteration 33Q: 3 clusters Score -6842635 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6842805.000000 Penalty: 3634.584473
	Iteration 34Q: 3 clusters Score -6842805 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6842927.500000 Penalty: 3634.584473
	Iteration 35Q: 3 clusters Score -6842928 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6843038.500000 Penalty: 3634.584473
	Iteration 36Q: 3 clusters Score -6843038 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6843172.000000 Penalty: 3634.584473
	Iteration 37Q: 3 clusters Score -6843172 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6843261.500000 Penalty: 3634.584473
	Iteration 38Q: 3 clusters Score -6843262 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6843342.500000 Penalty: 3634.584473
	Iteration 39Q: 3 clusters Score -6843342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6843407.000000 Penalty: 3634.584473
	Iteration 40F: 3 clusters Score -6843407 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6843448.500000 Penalty: 3634.584473
	Iteration 41Q: 3 clusters Score -6843448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6843484.000000 Penalty: 3634.584473
	Iteration 42Q: 3 clusters Score -6843484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6843502.000000 Penalty: 3634.584473
	Iteration 43Q: 3 clusters Score -6843502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6843526.500000 Penalty: 3634.584473
	Iteration 44Q: 3 clusters Score -6843526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6843546.500000 Penalty: 3634.584473
	Iteration 45Q: 3 clusters Score -6843546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6843567.500000 Penalty: 3634.584473
	Iteration 46Q: 3 clusters Score -6843568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6843586.000000 Penalty: 3634.584473
	Iteration 47Q: 3 clusters Score -6843586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6843607.500000 Penalty: 3634.584473
	Iteration 48Q: 3 clusters Score -6843608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6843617.500000 Penalty: 3634.584473
	Iteration 49Q: 3 clusters Score -6843618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6843636.000000 Penalty: 3634.584473
	Iteration 50Q: 3 clusters Score -6843636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6843639.500000 Penalty: 3634.584473
	Iteration 51Q: 3 clusters Score -6843640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6843651.500000 Penalty: 3634.584473
	Iteration 52Q: 3 clusters Score -6843652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6843656.000000 Penalty: 3634.584473
	Iteration 53Q: 3 clusters Score -6843656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6843662.000000 Penalty: 3634.584473
	Iteration 54Q: 3 clusters Score -6843662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6843664.000000 Penalty: 3634.584473
	Iteration 55Q: 3 clusters Score -6843664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6843675.000000 Penalty: 3634.584473
	Iteration 56Q: 3 clusters Score -6843675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6843681.000000 Penalty: 3634.584473
	Iteration 57Q: 3 clusters Score -6843681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6843680.000000 Penalty: 3634.584473
	Iteration 58Q: 3 clusters Score -6843680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6843681.000000 Penalty: 3634.584473
	Iteration 59Q: 3 clusters Score -6843681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6843685.000000 Penalty: 3634.584473
	Iteration 60F: 3 clusters Score -6843685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6843683.500000 Penalty: 3634.584473
	Iteration 61Q: 3 clusters Score -6843684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6843688.500000 Penalty: 3634.584473
	Iteration 62Q: 3 clusters Score -6843688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6843688.500000 Penalty: 3634.584473
	Iteration 63Q: 3 clusters Score -6843688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6843688.000000 Penalty: 3634.584473
	Iteration 64Q: 3 clusters Score -6843688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6843686.000000 Penalty: 3634.584473
	Iteration 65Q: 3 clusters Score -6843686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6843684.000000 Penalty: 3634.584473
	Iteration 66Q: 3 clusters Score -6843684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6843684.000000 Penalty: 3634.584473
	Iteration 67F: 3 clusters Score -6843684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -8122.298828 Penalty: 772.458374
	Iteration 0F: 2 clusters Score -8122.299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7490.865234 Penalty: 1544.916748
	Iteration 0F: 3 clusters Score -7490.865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7525.284180 Penalty: 1544.916748
	Iteration 1F: 3 clusters Score -7525.284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7534.587891 Penalty: 1544.916748
	Iteration 2Q: 3 clusters Score -7534.588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7559.327148 Penalty: 1544.916748
	Iteration 3Q: 3 clusters Score -7559.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7559.327148 Penalty: 1544.916748
	Iteration 4F: 3 clusters Score -7559.327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -64944.351562 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -64944.35 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 376 members 
Entering Unmasked Estep 
Score: -63684.777344 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -63684.78 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63883.324219 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -63883.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63954.039062 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -63954.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63995.968750 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -63995.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64027.621094 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -64027.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64045.054688 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -64045.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64055.039062 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -64055.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64062.242188 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -64062.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64063.671875 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -64063.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64063.671875 Penalty: 2157.534668
	Iteration 9F: 3 clusters Score -64063.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 33095 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52331 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 169039 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 17476 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 294071 members 
Mstep: Class 20 contains 71922 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464976.000000 Penalty: 48245.828125
Iteration 199Q: 23 clusters Score -6.646498e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14152 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 33113 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 14144 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 169254 members 
Mstep: Class 15 contains 28915 members 
Mstep: Class 16 contains 8894 members 
Mstep: Class 17 contains 17892 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 293306 members 
Mstep: Class 20 contains 71970 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464748.000000 Penalty: 48245.828125
Iteration 200F: 23 clusters Score -6.646475e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14146 members 
Mstep: Class 3 contains 9242 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 33134 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52459 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 14145 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 169492 members 
Mstep: Class 15 contains 28946 members 
Mstep: Class 16 contains 8890 members 
Mstep: Class 17 contains 18330 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 292481 members 
Mstep: Class 20 contains 72044 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464636.000000 Penalty: 48245.828125
Iteration 201Q: 23 clusters Score -6.646464e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 9216 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5263 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 33146 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52519 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 14148 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 169757 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 8886 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 291618 members 
Mstep: Class 20 contains 72132 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464404.000000 Penalty: 48245.828125
Iteration 202Q: 23 clusters Score -6.64644e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14148 members 
Mstep: Class 3 contains 9178 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 33162 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52586 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 14148 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 170038 members 
Mstep: Class 15 contains 29019 members 
Mstep: Class 16 contains 8883 members 
Mstep: Class 17 contains 19150 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 290707 members 
Mstep: Class 20 contains 72300 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463956.000000 Penalty: 48245.828125
Iteration 203Q: 23 clusters Score -6.646396e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 9136 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 33188 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52683 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 14143 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 170342 members 
Mstep: Class 15 contains 29083 members 
Mstep: Class 16 contains 8878 members 
Mstep: Class 17 contains 19560 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 289692 members 
Mstep: Class 20 contains 72466 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463460.000000 Penalty: 48245.828125
Iteration 204Q: 23 clusters Score -6.646346e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14158 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 33214 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52791 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 170661 members 
Mstep: Class 15 contains 29158 members 
Mstep: Class 16 contains 8871 members 
Mstep: Class 17 contains 20011 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 288551 members 
Mstep: Class 20 contains 72685 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463172.000000 Penalty: 48245.828125
Iteration 205Q: 23 clusters Score -6.646317e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14156 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 33254 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 52923 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14113 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 171044 members 
Mstep: Class 15 contains 29224 members 
Mstep: Class 16 contains 8868 members 
Mstep: Class 17 contains 20478 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 287274 members 
Mstep: Class 20 contains 72937 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462708.000000 Penalty: 48245.828125
Iteration 206Q: 23 clusters Score -6.646271e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14165 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 33289 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53090 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14076 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 171398 members 
Mstep: Class 15 contains 29308 members 
Mstep: Class 16 contains 8864 members 
Mstep: Class 17 contains 20953 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 285969 members 
Mstep: Class 20 contains 73206 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462032.000000 Penalty: 48245.828125
Iteration 207Q: 23 clusters Score -6.646203e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14173 members 
Mstep: Class 3 contains 9002 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 33345 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53262 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 14038 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 29392 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 284502 members 
Mstep: Class 20 contains 73527 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461372.000000 Penalty: 48245.828125
Iteration 208Q: 23 clusters Score -6.646137e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14178 members 
Mstep: Class 3 contains 8965 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5244 members 
Mstep: Class 7 contains 622 members 
Mstep: Class 8 contains 33413 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53451 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 14003 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 172295 members 
Mstep: Class 15 contains 29471 members 
Mstep: Class 16 contains 8860 members 
Mstep: Class 17 contains 21895 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 282973 members 
Mstep: Class 20 contains 73865 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460572.000000 Penalty: 48245.828125
Iteration 209Q: 23 clusters Score -6.646057e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 623 members 
Mstep: Class 8 contains 33507 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53651 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 13963 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 172792 members 
Mstep: Class 15 contains 29553 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 22363 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 281348 members 
Mstep: Class 20 contains 74257 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66459796.000000 Penalty: 48245.828125
Iteration 210Q: 23 clusters Score -6.64598e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 33626 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 53861 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 13915 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 173393 members 
Mstep: Class 15 contains 29660 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 279519 members 
Mstep: Class 20 contains 74674 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66459060.000000 Penalty: 48245.828125
Iteration 211Q: 23 clusters Score -6.645906e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14184 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5204 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 33745 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 54096 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 13862 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 174050 members 
Mstep: Class 15 contains 29780 members 
Mstep: Class 16 contains 8847 members 
Mstep: Class 17 contains 23346 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 277550 members 
Mstep: Class 20 contains 75115 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66458044.000000 Penalty: 48245.828125
Iteration 212Q: 23 clusters Score -6.645804e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14182 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5184 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 33883 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 54369 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 13814 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 174756 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 23884 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 275387 members 
Mstep: Class 20 contains 75577 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457332.000000 Penalty: 48245.828125
Iteration 213Q: 23 clusters Score -6.645733e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14186 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5167 members 
Mstep: Class 7 contains 629 members 
Mstep: Class 8 contains 34047 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 54714 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 13759 members 
Mstep: Class 13 contains 2275 members 
Mstep: Class 14 contains 175453 members 
Mstep: Class 15 contains 30077 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 24423 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 273135 members 
Mstep: Class 20 contains 76047 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456244.000000 Penalty: 48245.828125
Iteration 214Q: 23 clusters Score -6.645624e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14191 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5155 members 
Mstep: Class 7 contains 631 members 
Mstep: Class 8 contains 34230 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 55050 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 13697 members 
Mstep: Class 13 contains 2268 members 
Mstep: Class 14 contains 176209 members 
Mstep: Class 15 contains 30237 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 25035 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 270708 members 
Mstep: Class 20 contains 76556 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455512.000000 Penalty: 48245.828125
Iteration 215Q: 23 clusters Score -6.645551e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14202 members 
Mstep: Class 3 contains 8676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 632 members 
Mstep: Class 8 contains 34417 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 55401 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 2261 members 
Mstep: Class 14 contains 177022 members 
Mstep: Class 15 contains 30406 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 25670 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 268178 members 
Mstep: Class 20 contains 77077 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454324.000000 Penalty: 48245.828125
Iteration 216Q: 23 clusters Score -6.645432e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14208 members 
Mstep: Class 3 contains 8625 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5113 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 34642 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 55751 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13543 members 
Mstep: Class 13 contains 2255 members 
Mstep: Class 14 contains 177863 members 
Mstep: Class 15 contains 30595 members 
Mstep: Class 16 contains 8835 members 
Mstep: Class 17 contains 26306 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 265513 members 
Mstep: Class 20 contains 77663 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453268.000000 Penalty: 48245.828125
Iteration 217Q: 23 clusters Score -6.645327e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14219 members 
Mstep: Class 3 contains 8572 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 34883 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 56167 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 13442 members 
Mstep: Class 13 contains 2247 members 
Mstep: Class 14 contains 178734 members 
Mstep: Class 15 contains 30817 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 26978 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 262679 members 
Mstep: Class 20 contains 78237 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 23 clusters Score -6.64522e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14232 members 
Mstep: Class 3 contains 8517 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5085 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 56596 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 13343 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 179614 members 
Mstep: Class 15 contains 31031 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 27707 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 259700 members 
Mstep: Class 20 contains 78863 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 23 clusters Score -6.645096e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 8458 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 5064 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 35430 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 57015 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 180402 members 
Mstep: Class 15 contains 31301 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 28469 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 256683 members 
Mstep: Class 20 contains 79544 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449892.000000 Penalty: 48245.828125
Iteration 220F: 23 clusters Score -6.644989e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 8404 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 5031 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 35714 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 57461 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 13137 members 
Mstep: Class 13 contains 2221 members 
Mstep: Class 14 contains 181200 members 
Mstep: Class 15 contains 31584 members 
Mstep: Class 16 contains 8838 members 
Mstep: Class 17 contains 29238 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 253624 members 
Mstep: Class 20 contains 80208 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 23 clusters Score -6.644858e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 8345 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 5001 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 36000 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 57952 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 13 contains 2213 members 
Mstep: Class 14 contains 181975 members 
Mstep: Class 15 contains 31916 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 29983 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 250445 members 
Mstep: Class 20 contains 80955 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447224.000000 Penalty: 48245.828125
Iteration 222Q: 23 clusters Score -6.644722e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 3 contains 8299 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4966 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 36321 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 58468 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 12896 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 182820 members 
Mstep: Class 15 contains 32231 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 30719 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 247109 members 
Mstep: Class 20 contains 81781 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446328.000000 Penalty: 48245.828125
Iteration 223Q: 23 clusters Score -6.644633e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 8245 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4930 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36649 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 59008 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 12787 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 183676 members 
Mstep: Class 15 contains 32581 members 
Mstep: Class 16 contains 8842 members 
Mstep: Class 17 contains 31484 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 243648 members 
Mstep: Class 20 contains 82604 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445232.000000 Penalty: 48245.828125
Iteration 224Q: 23 clusters Score -6.644523e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36967 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 59546 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 12675 members 
Mstep: Class 13 contains 2198 members 
Mstep: Class 14 contains 184523 members 
Mstep: Class 15 contains 32955 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 32299 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 240139 members 
Mstep: Class 20 contains 83413 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66444252.000000 Penalty: 48245.828125
Iteration 225Q: 23 clusters Score -6.644425e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 37230 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 60081 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 12565 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 14 contains 185258 members 
Mstep: Class 15 contains 33334 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 33106 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 236778 members 
Mstep: Class 20 contains 84260 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443608.000000 Penalty: 48245.828125
Iteration 226Q: 23 clusters Score -6.644361e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 37485 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 60641 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 2180 members 
Mstep: Class 14 contains 185876 members 
Mstep: Class 15 contains 33751 members 
Mstep: Class 16 contains 8859 members 
Mstep: Class 17 contains 33946 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 233369 members 
Mstep: Class 20 contains 85187 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442764.000000 Penalty: 48245.828125
Iteration 227Q: 23 clusters Score -6.644276e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 37761 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 61174 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 186476 members 
Mstep: Class 15 contains 34186 members 
Mstep: Class 16 contains 8861 members 
Mstep: Class 17 contains 34770 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 229954 members 
Mstep: Class 20 contains 86098 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442196.000000 Penalty: 48245.828125
Iteration 228Q: 23 clusters Score -6.64422e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 7973 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 646 members 
Mstep: Class 8 contains 38030 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 61670 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 12278 members 
Mstep: Class 13 contains 2167 members 
Mstep: Class 14 contains 187021 members 
Mstep: Class 15 contains 34658 members 
Mstep: Class 16 contains 8864 members 
Mstep: Class 17 contains 35535 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 226741 members 
Mstep: Class 20 contains 86954 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66441628.000000 Penalty: 48245.828125
Iteration 229Q: 23 clusters Score -6.644163e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 38263 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 62191 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 12183 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 187507 members 
Mstep: Class 15 contains 35117 members 
Mstep: Class 16 contains 8869 members 
Mstep: Class 17 contains 36307 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 223647 members 
Mstep: Class 20 contains 87737 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66441292.000000 Penalty: 48245.828125
Iteration 230Q: 23 clusters Score -6.644129e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14215 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 646 members 
Mstep: Class 8 contains 38476 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 62690 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 12068 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 187859 members 
Mstep: Class 15 contains 35576 members 
Mstep: Class 16 contains 8875 members 
Mstep: Class 17 contains 37056 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 220712 members 
Mstep: Class 20 contains 88566 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440808.000000 Penalty: 48245.828125
Iteration 231Q: 23 clusters Score -6.644081e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 7825 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 4760 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 38688 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 63189 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 11965 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 188183 members 
Mstep: Class 15 contains 36011 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 37772 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 217922 members 
Mstep: Class 20 contains 89324 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440504.000000 Penalty: 48245.828125
Iteration 232Q: 23 clusters Score -6.64405e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 7773 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 38943 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 63596 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 11869 members 
Mstep: Class 13 contains 2150 members 
Mstep: Class 14 contains 188413 members 
Mstep: Class 15 contains 36410 members 
Mstep: Class 16 contains 8886 members 
Mstep: Class 17 contains 38517 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 215343 members 
Mstep: Class 20 contains 90022 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440428.000000 Penalty: 48245.828125
Iteration 233Q: 23 clusters Score -6.644043e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14221 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 4743 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 39151 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 63944 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 11784 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 188610 members 
Mstep: Class 15 contains 36808 members 
Mstep: Class 16 contains 8890 members 
Mstep: Class 17 contains 39211 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 213017 members 
Mstep: Class 20 contains 90670 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440304.000000 Penalty: 48245.828125
Iteration 234Q: 23 clusters Score -6.64403e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 7629 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 4733 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 39343 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 64279 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 188732 members 
Mstep: Class 15 contains 37197 members 
Mstep: Class 16 contains 8896 members 
Mstep: Class 17 contains 39861 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 210916 members 
Mstep: Class 20 contains 91236 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440360.000000 Penalty: 48245.828125
Iteration 235Q: 23 clusters Score -6.644036e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 39534 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 64542 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 11651 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 188769 members 
Mstep: Class 15 contains 37525 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 40468 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 209106 members 
Mstep: Class 20 contains 91750 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440212.000000 Penalty: 48245.828125
Iteration 236Q: 23 clusters Score -6.644021e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 39714 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 64746 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 188760 members 
Mstep: Class 15 contains 37854 members 
Mstep: Class 16 contains 8906 members 
Mstep: Class 17 contains 41046 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 207418 members 
Mstep: Class 20 contains 92283 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440184.000000 Penalty: 48245.828125
Iteration 237Q: 23 clusters Score -6.644018e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14218 members 
Mstep: Class 3 contains 7446 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 39859 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 64918 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 188756 members 
Mstep: Class 15 contains 38125 members 
Mstep: Class 16 contains 8909 members 
Mstep: Class 17 contains 41584 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 205868 members 
Mstep: Class 20 contains 92807 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440244.000000 Penalty: 48245.828125
Iteration 238Q: 23 clusters Score -6.644024e+07 nChanged 2000
Entering ConstructFrom: 
Score: -66440244.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -18952.703125 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -18952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18187.123047 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -18187.12 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18413.886719 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -18413.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18566.160156 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -18566.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18633.882812 Penalty: 1903.828247
	Iteration 3F: 3 clusters Score -18633.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18688.371094 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -18688.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18710.271484 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -18710.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18720.025391 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -18720.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18720.025391 Penalty: 1903.828247
	Iteration 7F: 3 clusters Score -18720.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Entering Unmasked Estep 
Score: -1244338.750000 Penalty: 1553.867920
	Iteration 0F: 2 clusters Score -1244339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1234508.000000 Penalty: 3107.735840
	Iteration 0F: 3 clusters Score -1234508 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1237970.000000 Penalty: 3107.735840
	Iteration 1F: 3 clusters Score -1237970 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1238293.500000 Penalty: 3107.735840
	Iteration 2F: 3 clusters Score -1238294 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1238608.375000 Penalty: 3107.735840
	Iteration 3Q: 3 clusters Score -1238608 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1238902.125000 Penalty: 3107.735840
	Iteration 4Q: 3 clusters Score -1238902 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1239202.875000 Penalty: 3107.735840
	Iteration 5Q: 3 clusters Score -1239203 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1239539.750000 Penalty: 3107.735840
	Iteration 6Q: 3 clusters Score -1239540 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1239912.750000 Penalty: 3107.735840
	Iteration 7Q: 3 clusters Score -1239913 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1240376.250000 Penalty: 3107.735840
	Iteration 8Q: 3 clusters Score -1240376 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1240910.625000 Penalty: 3107.735840
	Iteration 9Q: 3 clusters Score -1240911 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1241453.875000 Penalty: 3107.735840
	Iteration 10Q: 3 clusters Score -1241454 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1241873.375000 Penalty: 3107.735840
	Iteration 11Q: 3 clusters Score -1241873 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1242207.750000 Penalty: 3107.735840
	Iteration 12Q: 3 clusters Score -1242208 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1242484.625000 Penalty: 3107.735840
	Iteration 13Q: 3 clusters Score -1242485 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1242679.625000 Penalty: 3107.735840
	Iteration 14Q: 3 clusters Score -1242680 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1242820.500000 Penalty: 3107.735840
	Iteration 15Q: 3 clusters Score -1242820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1242920.375000 Penalty: 3107.735840
	Iteration 16Q: 3 clusters Score -1242920 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1242979.750000 Penalty: 3107.735840
	Iteration 17Q: 3 clusters Score -1242980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1243029.750000 Penalty: 3107.735840
	Iteration 18Q: 3 clusters Score -1243030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1243063.500000 Penalty: 3107.735840
	Iteration 19Q: 3 clusters Score -1243064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1243075.500000 Penalty: 3107.735840
	Iteration 20F: 3 clusters Score -1243076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1243091.375000 Penalty: 3107.735840
	Iteration 21Q: 3 clusters Score -1243091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1243100.500000 Penalty: 3107.735840
	Iteration 22Q: 3 clusters Score -1243100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1243110.000000 Penalty: 3107.735840
	Iteration 23Q: 3 clusters Score -1243110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1243117.375000 Penalty: 3107.735840
	Iteration 24Q: 3 clusters Score -1243117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1243125.750000 Penalty: 3107.735840
	Iteration 25Q: 3 clusters Score -1243126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1243136.000000 Penalty: 3107.735840
	Iteration 26Q: 3 clusters Score -1243136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1243142.750000 Penalty: 3107.735840
	Iteration 27Q: 3 clusters Score -1243143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1243146.875000 Penalty: 3107.735840
	Iteration 28Q: 3 clusters Score -1243147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1243149.625000 Penalty: 3107.735840
	Iteration 29Q: 3 clusters Score -1243150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1243152.250000 Penalty: 3107.735840
	Iteration 30Q: 3 clusters Score -1243152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1243153.750000 Penalty: 3107.735840
	Iteration 31Q: 3 clusters Score -1243154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1243153.375000 Penalty: 3107.735840
	Iteration 32Q: 3 clusters Score -1243153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1243153.000000 Penalty: 3107.735840
	Iteration 33Q: 3 clusters Score -1243153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1243157.875000 Penalty: 3107.735840
	Iteration 34Q: 3 clusters Score -1243158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1243159.375000 Penalty: 3107.735840
	Iteration 35Q: 3 clusters Score -1243159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1243159.125000 Penalty: 3107.735840
	Iteration 36Q: 3 clusters Score -1243159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1243160.250000 Penalty: 3107.735840
	Iteration 37Q: 3 clusters Score -1243160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1243167.625000 Penalty: 3107.735840
	Iteration 38Q: 3 clusters Score -1243168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1243172.625000 Penalty: 3107.735840
	Iteration 39Q: 3 clusters Score -1243173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1243175.625000 Penalty: 3107.735840
	Iteration 40F: 3 clusters Score -1243176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1243176.750000 Penalty: 3107.735840
	Iteration 41Q: 3 clusters Score -1243177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1243179.500000 Penalty: 3107.735840
	Iteration 42Q: 3 clusters Score -1243180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1243180.875000 Penalty: 3107.735840
	Iteration 43Q: 3 clusters Score -1243181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1243180.875000 Penalty: 3107.735840
	Iteration 44Q: 3 clusters Score -1243181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1243181.375000 Penalty: 3107.735840
	Iteration 45Q: 3 clusters Score -1243181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1243180.500000 Penalty: 3107.735840
	Iteration 46Q: 3 clusters Score -1243180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1243179.500000 Penalty: 3107.735840
	Iteration 47Q: 3 clusters Score -1243180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1243182.125000 Penalty: 3107.735840
	Iteration 48Q: 3 clusters Score -1243182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1243182.000000 Penalty: 3107.735840
	Iteration 49Q: 3 clusters Score -1243182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1243180.125000 Penalty: 3107.735840
	Iteration 50Q: 3 clusters Score -1243180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1243180.500000 Penalty: 3107.735840
	Iteration 51Q: 3 clusters Score -1243180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1243181.250000 Penalty: 3107.735840
	Iteration 52Q: 3 clusters Score -1243181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1243181.250000 Penalty: 3107.735840
	Iteration 53F: 3 clusters Score -1243181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Entering Unmasked Estep 
Score: -679061.625000 Penalty: 1447.377075
	Iteration 0F: 2 clusters Score -679061.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -673652.812500 Penalty: 2894.754150
	Iteration 0F: 3 clusters Score -673652.8 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -675258.812500 Penalty: 2894.754150
	Iteration 1F: 3 clusters Score -675258.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -675460.062500 Penalty: 2894.754150
	Iteration 2F: 3 clusters Score -675460.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -675602.000000 Penalty: 2894.754150
	Iteration 3Q: 3 clusters Score -675602 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -675709.375000 Penalty: 2894.754150
	Iteration 4Q: 3 clusters Score -675709.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -675787.312500 Penalty: 2894.754150
	Iteration 5Q: 3 clusters Score -675787.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -675842.062500 Penalty: 2894.754150
	Iteration 6Q: 3 clusters Score -675842.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -675883.125000 Penalty: 2894.754150
	Iteration 7Q: 3 clusters Score -675883.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -675915.875000 Penalty: 2894.754150
	Iteration 8Q: 3 clusters Score -675915.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -675947.125000 Penalty: 2894.754150
	Iteration 9Q: 3 clusters Score -675947.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -675972.125000 Penalty: 2894.754150
	Iteration 10Q: 3 clusters Score -675972.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -675995.875000 Penalty: 2894.754150
	Iteration 11Q: 3 clusters Score -675995.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -676025.500000 Penalty: 2894.754150
	Iteration 12Q: 3 clusters Score -676025.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -676054.875000 Penalty: 2894.754150
	Iteration 13Q: 3 clusters Score -676054.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -676079.750000 Penalty: 2894.754150
	Iteration 14Q: 3 clusters Score -676079.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -676102.125000 Penalty: 2894.754150
	Iteration 15Q: 3 clusters Score -676102.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -676137.375000 Penalty: 2894.754150
	Iteration 16Q: 3 clusters Score -676137.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -676169.187500 Penalty: 2894.754150
	Iteration 17Q: 3 clusters Score -676169.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -676210.875000 Penalty: 2894.754150
	Iteration 18Q: 3 clusters Score -676210.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -676267.937500 Penalty: 2894.754150
	Iteration 19Q: 3 clusters Score -676267.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -676346.937500 Penalty: 2894.754150
	Iteration 20F: 3 clusters Score -676346.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -676441.375000 Penalty: 2894.754150
	Iteration 21Q: 3 clusters Score -676441.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -676525.062500 Penalty: 2894.754150
	Iteration 22Q: 3 clusters Score -676525.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -676617.000000 Penalty: 2894.754150
	Iteration 23Q: 3 clusters Score -676617 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -676702.937500 Penalty: 2894.754150
	Iteration 24Q: 3 clusters Score -676702.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -676769.812500 Penalty: 2894.754150
	Iteration 25Q: 3 clusters Score -676769.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -676816.750000 Penalty: 2894.754150
	Iteration 26Q: 3 clusters Score -676816.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -676852.312500 Penalty: 2894.754150
	Iteration 27Q: 3 clusters Score -676852.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -676885.000000 Penalty: 2894.754150
	Iteration 28Q: 3 clusters Score -676885 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -676908.750000 Penalty: 2894.754150
	Iteration 29Q: 3 clusters Score -676908.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -676928.250000 Penalty: 2894.754150
	Iteration 30Q: 3 clusters Score -676928.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -676940.562500 Penalty: 2894.754150
	Iteration 31Q: 3 clusters Score -676940.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -676956.250000 Penalty: 2894.754150
	Iteration 32Q: 3 clusters Score -676956.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -676965.375000 Penalty: 2894.754150
	Iteration 33Q: 3 clusters Score -676965.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -676971.875000 Penalty: 2894.754150
	Iteration 34Q: 3 clusters Score -676971.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -676982.250000 Penalty: 2894.754150
	Iteration 35Q: 3 clusters Score -676982.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -676991.437500 Penalty: 2894.754150
	Iteration 36Q: 3 clusters Score -676991.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -677004.875000 Penalty: 2894.754150
	Iteration 37Q: 3 clusters Score -677004.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -677020.625000 Penalty: 2894.754150
	Iteration 38Q: 3 clusters Score -677020.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -677040.750000 Penalty: 2894.754150
	Iteration 39Q: 3 clusters Score -677040.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -677059.125000 Penalty: 2894.754150
	Iteration 40F: 3 clusters Score -677059.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -677068.562500 Penalty: 2894.754150
	Iteration 41Q: 3 clusters Score -677068.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -677083.875000 Penalty: 2894.754150
	Iteration 42Q: 3 clusters Score -677083.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -677100.812500 Penalty: 2894.754150
	Iteration 43Q: 3 clusters Score -677100.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -677122.687500 Penalty: 2894.754150
	Iteration 44Q: 3 clusters Score -677122.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -677143.937500 Penalty: 2894.754150
	Iteration 45Q: 3 clusters Score -677143.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -677151.812500 Penalty: 2894.754150
	Iteration 46Q: 3 clusters Score -677151.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -677162.937500 Penalty: 2894.754150
	Iteration 47Q: 3 clusters Score -677162.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -677176.000000 Penalty: 2894.754150
	Iteration 48Q: 3 clusters Score -677176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -677194.812500 Penalty: 2894.754150
	Iteration 49Q: 3 clusters Score -677194.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -677217.062500 Penalty: 2894.754150
	Iteration 50Q: 3 clusters Score -677217.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -677242.062500 Penalty: 2894.754150
	Iteration 51Q: 3 clusters Score -677242.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -677259.187500 Penalty: 2894.754150
	Iteration 52Q: 3 clusters Score -677259.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -677279.312500 Penalty: 2894.754150
	Iteration 53Q: 3 clusters Score -677279.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -677296.312500 Penalty: 2894.754150
	Iteration 54Q: 3 clusters Score -677296.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -677317.250000 Penalty: 2894.754150
	Iteration 55Q: 3 clusters Score -677317.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -677330.437500 Penalty: 2894.754150
	Iteration 56Q: 3 clusters Score -677330.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -677349.500000 Penalty: 2894.754150
	Iteration 57Q: 3 clusters Score -677349.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -677363.062500 Penalty: 2894.754150
	Iteration 58Q: 3 clusters Score -677363.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -677371.437500 Penalty: 2894.754150
	Iteration 59Q: 3 clusters Score -677371.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -677382.500000 Penalty: 2894.754150
	Iteration 60F: 3 clusters Score -677382.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -677393.187500 Penalty: 2894.754150
	Iteration 61Q: 3 clusters Score -677393.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -677400.312500 Penalty: 2894.754150
	Iteration 62Q: 3 clusters Score -677400.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -677411.312500 Penalty: 2894.754150
	Iteration 63Q: 3 clusters Score -677411.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -677418.750000 Penalty: 2894.754150
	Iteration 64Q: 3 clusters Score -677418.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -677431.437500 Penalty: 2894.754150
	Iteration 65Q: 3 clusters Score -677431.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -677451.250000 Penalty: 2894.754150
	Iteration 66Q: 3 clusters Score -677451.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -677465.687500 Penalty: 2894.754150
	Iteration 67Q: 3 clusters Score -677465.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -677481.500000 Penalty: 2894.754150
	Iteration 68Q: 3 clusters Score -677481.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -677506.687500 Penalty: 2894.754150
	Iteration 69Q: 3 clusters Score -677506.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -677530.500000 Penalty: 2894.754150
	Iteration 70Q: 3 clusters Score -677530.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -677549.187500 Penalty: 2894.754150
	Iteration 71Q: 3 clusters Score -677549.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -677573.687500 Penalty: 2894.754150
	Iteration 72Q: 3 clusters Score -677573.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -677601.125000 Penalty: 2894.754150
	Iteration 73Q: 3 clusters Score -677601.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -677622.937500 Penalty: 2894.754150
	Iteration 74Q: 3 clusters Score -677622.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -677640.437500 Penalty: 2894.754150
	Iteration 75Q: 3 clusters Score -677640.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -677656.312500 Penalty: 2894.754150
	Iteration 76Q: 3 clusters Score -677656.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -677675.000000 Penalty: 2894.754150
	Iteration 77Q: 3 clusters Score -677675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -677693.125000 Penalty: 2894.754150
	Iteration 78Q: 3 clusters Score -677693.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -677713.000000 Penalty: 2894.754150
	Iteration 79Q: 3 clusters Score -677713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -677724.625000 Penalty: 2894.754150
	Iteration 80F: 3 clusters Score -677724.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -677734.437500 Penalty: 2894.754150
	Iteration 81Q: 3 clusters Score -677734.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -677747.250000 Penalty: 2894.754150
	Iteration 82Q: 3 clusters Score -677747.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -677756.687500 Penalty: 2894.754150
	Iteration 83Q: 3 clusters Score -677756.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -677769.875000 Penalty: 2894.754150
	Iteration 84Q: 3 clusters Score -677769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -677778.437500 Penalty: 2894.754150
	Iteration 85Q: 3 clusters Score -677778.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -677784.000000 Penalty: 2894.754150
	Iteration 86Q: 3 clusters Score -677784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -677786.437500 Penalty: 2894.754150
	Iteration 87Q: 3 clusters Score -677786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -677788.875000 Penalty: 2894.754150
	Iteration 88Q: 3 clusters Score -677788.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -677793.625000 Penalty: 2894.754150
	Iteration 89Q: 3 clusters Score -677793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -677799.625000 Penalty: 2894.754150
	Iteration 90Q: 3 clusters Score -677799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -677806.937500 Penalty: 2894.754150
	Iteration 91Q: 3 clusters Score -677806.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -677814.000000 Penalty: 2894.754150
	Iteration 92Q: 3 clusters Score -677814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -677820.500000 Penalty: 2894.754150
	Iteration 93Q: 3 clusters Score -677820.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -677825.312500 Penalty: 2894.754150
	Iteration 94Q: 3 clusters Score -677825.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -677830.875000 Penalty: 2894.754150
	Iteration 95Q: 3 clusters Score -677830.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -677837.250000 Penalty: 2894.754150
	Iteration 96Q: 3 clusters Score -677837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -677843.812500 Penalty: 2894.754150
	Iteration 97Q: 3 clusters Score -677843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -677847.312500 Penalty: 2894.754150
	Iteration 98Q: 3 clusters Score -677847.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -677853.687500 Penalty: 2894.754150
	Iteration 99Q: 3 clusters Score -677853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -677853.125000 Penalty: 2894.754150
	Iteration 100F: 3 clusters Score -677853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -677855.812500 Penalty: 2894.754150
	Iteration 101Q: 3 clusters Score -677855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -677858.187500 Penalty: 2894.754150
	Iteration 102Q: 3 clusters Score -677858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -677861.500000 Penalty: 2894.754150
	Iteration 103Q: 3 clusters Score -677861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -677863.375000 Penalty: 2894.754150
	Iteration 104Q: 3 clusters Score -677863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -677865.437500 Penalty: 2894.754150
	Iteration 105Q: 3 clusters Score -677865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -677868.187500 Penalty: 2894.754150
	Iteration 106Q: 3 clusters Score -677868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -677869.875000 Penalty: 2894.754150
	Iteration 107Q: 3 clusters Score -677869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -677869.875000 Penalty: 2894.754150
	Iteration 108Q: 3 clusters Score -677869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -677870.625000 Penalty: 2894.754150
	Iteration 109Q: 3 clusters Score -677870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -677870.625000 Penalty: 2894.754150
	Iteration 110F: 3 clusters Score -677870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18202.966797 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18202.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17335.111328 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17335.11 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17604.158203 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17604.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17728.957031 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17728.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17860.277344 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -17860.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17927.960938 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -17927.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17945.916016 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -17945.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17947.271484 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -17947.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17947.271484 Penalty: 1927.979736
	Iteration 7F: 3 clusters Score -17947.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -49517.152344 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -49517.15 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 320 members 
Entering Unmasked Estep 
Score: -48358.828125 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -48358.83 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48535.277344 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -48535.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48583.007812 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -48583.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48610.738281 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -48610.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48627.710938 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -48627.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -48647.718750 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -48647.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48653.398438 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -48653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48659.449219 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -48659.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48663.757812 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -48663.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48664.226562 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -48664.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48664.226562 Penalty: 2075.735840
	Iteration 10F: 3 clusters Score -48664.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -424132.156250 Penalty: 1374.437988
	Iteration 0F: 2 clusters Score -424132.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -420283.437500 Penalty: 2748.875977
	Iteration 0F: 3 clusters Score -420283.4 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -421358.531250 Penalty: 2748.875977
	Iteration 1F: 3 clusters Score -421358.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -421538.031250 Penalty: 2748.875977
	Iteration 2F: 3 clusters Score -421538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -421659.281250 Penalty: 2748.875977
	Iteration 3F: 3 clusters Score -421659.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -421737.375000 Penalty: 2748.875977
	Iteration 4Q: 3 clusters Score -421737.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -421808.125000 Penalty: 2748.875977
	Iteration 5Q: 3 clusters Score -421808.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -421884.625000 Penalty: 2748.875977
	Iteration 6Q: 3 clusters Score -421884.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -421971.562500 Penalty: 2748.875977
	Iteration 7Q: 3 clusters Score -421971.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -422077.906250 Penalty: 2748.875977
	Iteration 8Q: 3 clusters Score -422077.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -422192.625000 Penalty: 2748.875977
	Iteration 9Q: 3 clusters Score -422192.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -422277.093750 Penalty: 2748.875977
	Iteration 10Q: 3 clusters Score -422277.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -422350.156250 Penalty: 2748.875977
	Iteration 11Q: 3 clusters Score -422350.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -422426.687500 Penalty: 2748.875977
	Iteration 12Q: 3 clusters Score -422426.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -422481.812500 Penalty: 2748.875977
	Iteration 13Q: 3 clusters Score -422481.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -422536.875000 Penalty: 2748.875977
	Iteration 14Q: 3 clusters Score -422536.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -422586.500000 Penalty: 2748.875977
	Iteration 15Q: 3 clusters Score -422586.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -422626.687500 Penalty: 2748.875977
	Iteration 16Q: 3 clusters Score -422626.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -422665.250000 Penalty: 2748.875977
	Iteration 17Q: 3 clusters Score -422665.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -422696.687500 Penalty: 2748.875977
	Iteration 18Q: 3 clusters Score -422696.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -422721.593750 Penalty: 2748.875977
	Iteration 19Q: 3 clusters Score -422721.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -422745.062500 Penalty: 2748.875977
	Iteration 20F: 3 clusters Score -422745.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -422765.187500 Penalty: 2748.875977
	Iteration 21Q: 3 clusters Score -422765.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -422778.281250 Penalty: 2748.875977
	Iteration 22Q: 3 clusters Score -422778.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -422793.468750 Penalty: 2748.875977
	Iteration 23Q: 3 clusters Score -422793.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -422806.656250 Penalty: 2748.875977
	Iteration 24Q: 3 clusters Score -422806.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -422818.093750 Penalty: 2748.875977
	Iteration 25Q: 3 clusters Score -422818.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -422827.437500 Penalty: 2748.875977
	Iteration 26Q: 3 clusters Score -422827.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -422838.968750 Penalty: 2748.875977
	Iteration 27Q: 3 clusters Score -422839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -422848.531250 Penalty: 2748.875977
	Iteration 28Q: 3 clusters Score -422848.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -422856.500000 Penalty: 2748.875977
	Iteration 29Q: 3 clusters Score -422856.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -422864.781250 Penalty: 2748.875977
	Iteration 30Q: 3 clusters Score -422864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -422872.593750 Penalty: 2748.875977
	Iteration 31Q: 3 clusters Score -422872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -422879.531250 Penalty: 2748.875977
	Iteration 32Q: 3 clusters Score -422879.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -422885.531250 Penalty: 2748.875977
	Iteration 33Q: 3 clusters Score -422885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -422888.093750 Penalty: 2748.875977
	Iteration 34Q: 3 clusters Score -422888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -422888.593750 Penalty: 2748.875977
	Iteration 35Q: 3 clusters Score -422888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -422888.593750 Penalty: 2748.875977
	Iteration 36F: 3 clusters Score -422888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -53350.828125 Penalty: 1054.001099
	Iteration 0F: 2 clusters Score -53350.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52206.773438 Penalty: 2108.002197
	Iteration 0F: 3 clusters Score -52206.77 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52403.625000 Penalty: 2108.002197
	Iteration 1F: 3 clusters Score -52403.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52464.539062 Penalty: 2108.002197
	Iteration 2F: 3 clusters Score -52464.54 nChanged 26
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: -52497.066406 Penalty: 2108.002197
	Iteration 3Q: 3 clusters Score -52497.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52520.601562 Penalty: 2108.002197
	Iteration 4Q: 3 clusters Score -52520.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52533.792969 Penalty: 2108.002197
	Iteration 5Q: 3 clusters Score -52533.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52614.425781 Penalty: 2108.002197
	Iteration 6Q: 3 clusters Score -52614.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52728.585938 Penalty: 2108.002197
	Iteration 7F: 3 clusters Score -52728.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52850.597656 Penalty: 2108.002197
	Iteration 8F: 3 clusters Score -52850.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53007.742188 Penalty: 2108.002197
	Iteration 9F: 3 clusters Score -53007.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53166.105469 Penalty: 2108.002197
	Iteration 10F: 3 clusters Score -53166.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53222.351562 Penalty: 2108.002197
	Iteration 11Q: 3 clusters Score -53222.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53242.316406 Penalty: 2108.002197
	Iteration 12Q: 3 clusters Score -53242.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53248.703125 Penalty: 2108.002197
	Iteration 13Q: 3 clusters Score -53248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53253.238281 Penalty: 2108.002197
	Iteration 14Q: 3 clusters Score -53253.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53254.371094 Penalty: 2108.002197
	Iteration 15Q: 3 clusters Score -53254.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53254.371094 Penalty: 2108.002197
	Iteration 16F: 3 clusters Score -53254.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Entering Unmasked Estep 
Score: -3792685.750000 Penalty: 1721.851562
	Iteration 0F: 2 clusters Score -3792686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3765980.250000 Penalty: 3443.703125
	Iteration 0F: 3 clusters Score -3765980 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3776096.000000 Penalty: 3443.703125
	Iteration 1F: 3 clusters Score -3776096 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3776465.000000 Penalty: 3443.703125
	Iteration 2Q: 3 clusters Score -3776465 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3776895.500000 Penalty: 3443.703125
	Iteration 3Q: 3 clusters Score -3776896 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3777329.750000 Penalty: 3443.703125
	Iteration 4Q: 3 clusters Score -3777330 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3777867.250000 Penalty: 3443.703125
	Iteration 5Q: 3 clusters Score -3777867 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3778645.750000 Penalty: 3443.703125
	Iteration 6Q: 3 clusters Score -3778646 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3779804.250000 Penalty: 3443.703125
	Iteration 7F: 3 clusters Score -3779804 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3781444.750000 Penalty: 3443.703125
	Iteration 8F: 3 clusters Score -3781445 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3783751.000000 Penalty: 3443.703125
	Iteration 9F: 3 clusters Score -3783751 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3786117.750000 Penalty: 3443.703125
	Iteration 10F: 3 clusters Score -3786118 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3787545.000000 Penalty: 3443.703125
	Iteration 11F: 3 clusters Score -3787545 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3788187.500000 Penalty: 3443.703125
	Iteration 12Q: 3 clusters Score -3788188 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3788528.000000 Penalty: 3443.703125
	Iteration 13Q: 3 clusters Score -3788528 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3788771.750000 Penalty: 3443.703125
	Iteration 14Q: 3 clusters Score -3788772 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3788950.750000 Penalty: 3443.703125
	Iteration 15Q: 3 clusters Score -3788951 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3789114.500000 Penalty: 3443.703125
	Iteration 16Q: 3 clusters Score -3789114 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3789247.000000 Penalty: 3443.703125
	Iteration 17Q: 3 clusters Score -3789247 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3789380.000000 Penalty: 3443.703125
	Iteration 18Q: 3 clusters Score -3789380 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -3789498.500000 Penalty: 3443.703125
	Iteration 19Q: 3 clusters Score -3789498 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -3789594.500000 Penalty: 3443.703125
	Iteration 20F: 3 clusters Score -3789594 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3789692.500000 Penalty: 3443.703125
	Iteration 21Q: 3 clusters Score -3789692 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3789770.000000 Penalty: 3443.703125
	Iteration 22Q: 3 clusters Score -3789770 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -3789857.750000 Penalty: 3443.703125
	Iteration 23Q: 3 clusters Score -3789858 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3789925.000000 Penalty: 3443.703125
	Iteration 24Q: 3 clusters Score -3789925 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3789974.750000 Penalty: 3443.703125
	Iteration 25Q: 3 clusters Score -3789975 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -3790039.500000 Penalty: 3443.703125
	Iteration 26Q: 3 clusters Score -3790040 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3790111.250000 Penalty: 3443.703125
	Iteration 27Q: 3 clusters Score -3790111 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -3790181.750000 Penalty: 3443.703125
	Iteration 28Q: 3 clusters Score -3790182 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -3790236.500000 Penalty: 3443.703125
	Iteration 29Q: 3 clusters Score -3790236 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -3790299.000000 Penalty: 3443.703125
	Iteration 30Q: 3 clusters Score -3790299 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -3790348.000000 Penalty: 3443.703125
	Iteration 31Q: 3 clusters Score -3790348 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -3790406.250000 Penalty: 3443.703125
	Iteration 32Q: 3 clusters Score -3790406 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -3790442.500000 Penalty: 3443.703125
	Iteration 33Q: 3 clusters Score -3790442 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -3790497.750000 Penalty: 3443.703125
	Iteration 34Q: 3 clusters Score -3790498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -3790539.500000 Penalty: 3443.703125
	Iteration 35Q: 3 clusters Score -3790540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -3790554.500000 Penalty: 3443.703125
	Iteration 36Q: 3 clusters Score -3790554 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -3790597.750000 Penalty: 3443.703125
	Iteration 37Q: 3 clusters Score -3790598 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -3790633.000000 Penalty: 3443.703125
	Iteration 38Q: 3 clusters Score -3790633 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -3790674.500000 Penalty: 3443.703125
	Iteration 39Q: 3 clusters Score -3790674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3790702.000000 Penalty: 3443.703125
	Iteration 40F: 3 clusters Score -3790702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -3790726.750000 Penalty: 3443.703125
	Iteration 41Q: 3 clusters Score -3790727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -3790752.250000 Penalty: 3443.703125
	Iteration 42Q: 3 clusters Score -3790752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -3790765.750000 Penalty: 3443.703125
	Iteration 43Q: 3 clusters Score -3790766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -3790788.250000 Penalty: 3443.703125
	Iteration 44Q: 3 clusters Score -3790788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3790819.750000 Penalty: 3443.703125
	Iteration 45Q: 3 clusters Score -3790820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -3790835.500000 Penalty: 3443.703125
	Iteration 46Q: 3 clusters Score -3790836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -3790863.500000 Penalty: 3443.703125
	Iteration 47Q: 3 clusters Score -3790864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -3790881.250000 Penalty: 3443.703125
	Iteration 48Q: 3 clusters Score -3790881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -3790904.000000 Penalty: 3443.703125
	Iteration 49Q: 3 clusters Score -3790904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -3790915.000000 Penalty: 3443.703125
	Iteration 50Q: 3 clusters Score -3790915 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -3790933.750000 Penalty: 3443.703125
	Iteration 51Q: 3 clusters Score -3790934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -3790954.500000 Penalty: 3443.703125
	Iteration 52Q: 3 clusters Score -3790954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -3790973.250000 Penalty: 3443.703125
	Iteration 53Q: 3 clusters Score -3790973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -3790974.500000 Penalty: 3443.703125
	Iteration 54Q: 3 clusters Score -3790974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -3790992.250000 Penalty: 3443.703125
	Iteration 55Q: 3 clusters Score -3790992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -3791002.250000 Penalty: 3443.703125
	Iteration 56Q: 3 clusters Score -3791002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3791009.750000 Penalty: 3443.703125
	Iteration 57Q: 3 clusters Score -3791010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -3791018.000000 Penalty: 3443.703125
	Iteration 58Q: 3 clusters Score -3791018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -3791018.250000 Penalty: 3443.703125
	Iteration 59Q: 3 clusters Score -3791018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -3791025.250000 Penalty: 3443.703125
	Iteration 60F: 3 clusters Score -3791025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -3791028.000000 Penalty: 3443.703125
	Iteration 61Q: 3 clusters Score -3791028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -3791030.750000 Penalty: 3443.703125
	Iteration 62Q: 3 clusters Score -3791031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -3791033.250000 Penalty: 3443.703125
	Iteration 63Q: 3 clusters Score -3791033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -3791037.000000 Penalty: 3443.703125
	Iteration 64Q: 3 clusters Score -3791037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -3791041.250000 Penalty: 3443.703125
	Iteration 65Q: 3 clusters Score -3791041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -3791054.000000 Penalty: 3443.703125
	Iteration 66Q: 3 clusters Score -3791054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -3791064.500000 Penalty: 3443.703125
	Iteration 67Q: 3 clusters Score -3791064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -3791069.250000 Penalty: 3443.703125
	Iteration 68Q: 3 clusters Score -3791069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -3791070.750000 Penalty: 3443.703125
	Iteration 69Q: 3 clusters Score -3791071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -3791077.000000 Penalty: 3443.703125
	Iteration 70Q: 3 clusters Score -3791077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -3791090.250000 Penalty: 3443.703125
	Iteration 71Q: 3 clusters Score -3791090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -3791103.500000 Penalty: 3443.703125
	Iteration 72Q: 3 clusters Score -3791104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -3791113.500000 Penalty: 3443.703125
	Iteration 73Q: 3 clusters Score -3791114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -3791118.250000 Penalty: 3443.703125
	Iteration 74Q: 3 clusters Score -3791118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -3791132.000000 Penalty: 3443.703125
	Iteration 75Q: 3 clusters Score -3791132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -3791133.000000 Penalty: 3443.703125
	Iteration 76Q: 3 clusters Score -3791133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -3791133.750000 Penalty: 3443.703125
	Iteration 77Q: 3 clusters Score -3791134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -3791143.750000 Penalty: 3443.703125
	Iteration 78Q: 3 clusters Score -3791144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -3791153.250000 Penalty: 3443.703125
	Iteration 79Q: 3 clusters Score -3791153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -3791157.750000 Penalty: 3443.703125
	Iteration 80F: 3 clusters Score -3791158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -3791161.000000 Penalty: 3443.703125
	Iteration 81Q: 3 clusters Score -3791161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -3791173.250000 Penalty: 3443.703125
	Iteration 82Q: 3 clusters Score -3791173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3791179.500000 Penalty: 3443.703125
	Iteration 83Q: 3 clusters Score -3791180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -3791185.750000 Penalty: 3443.703125
	Iteration 84Q: 3 clusters Score -3791186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -3791193.000000 Penalty: 3443.703125
	Iteration 85Q: 3 clusters Score -3791193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -3791193.250000 Penalty: 3443.703125
	Iteration 86Q: 3 clusters Score -3791193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -3791195.250000 Penalty: 3443.703125
	Iteration 87Q: 3 clusters Score -3791195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -3791197.250000 Penalty: 3443.703125
	Iteration 88Q: 3 clusters Score -3791197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -3791199.500000 Penalty: 3443.703125
	Iteration 89Q: 3 clusters Score -3791200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -3791202.750000 Penalty: 3443.703125
	Iteration 90Q: 3 clusters Score -3791203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -3791203.250000 Penalty: 3443.703125
	Iteration 91Q: 3 clusters Score -3791203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -3791210.750000 Penalty: 3443.703125
	Iteration 92Q: 3 clusters Score -3791211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -3791209.250000 Penalty: 3443.703125
	Iteration 93Q: 3 clusters Score -3791209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -3791213.000000 Penalty: 3443.703125
	Iteration 94Q: 3 clusters Score -3791213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -3791211.000000 Penalty: 3443.703125
	Iteration 95Q: 3 clusters Score -3791211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -3791216.750000 Penalty: 3443.703125
	Iteration 96Q: 3 clusters Score -3791217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -3791220.500000 Penalty: 3443.703125
	Iteration 97Q: 3 clusters Score -3791220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -3791215.500000 Penalty: 3443.703125
	Iteration 98Q: 3 clusters Score -3791216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -3791216.250000 Penalty: 3443.703125
	Iteration 99Q: 3 clusters Score -3791216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -3791217.750000 Penalty: 3443.703125
	Iteration 100F: 3 clusters Score -3791218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -38618.160156 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -38618.16 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 246 members 
Entering Unmasked Estep 
Score: -37561.300781 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -37561.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37802.156250 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -37802.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37920.343750 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -37920.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37979.382812 Penalty: 2039.297729
	Iteration 3Q: 3 clusters Score -37979.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38024.687500 Penalty: 2039.297729
	Iteration 4Q: 3 clusters Score -38024.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38052.820312 Penalty: 2039.297729
	Iteration 5Q: 3 clusters Score -38052.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38069.652344 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -38069.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38082.527344 Penalty: 2039.297729
	Iteration 7Q: 3 clusters Score -38082.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38098.386719 Penalty: 2039.297729
	Iteration 8Q: 3 clusters Score -38098.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38120.558594 Penalty: 2039.297729
	Iteration 9Q: 3 clusters Score -38120.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38131.421875 Penalty: 2039.297729
	Iteration 10Q: 3 clusters Score -38131.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38145.480469 Penalty: 2039.297729
	Iteration 11Q: 3 clusters Score -38145.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38150.789062 Penalty: 2039.297729
	Iteration 12Q: 3 clusters Score -38150.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38166.910156 Penalty: 2039.297729
	Iteration 13Q: 3 clusters Score -38166.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38180.714844 Penalty: 2039.297729
	Iteration 14Q: 3 clusters Score -38180.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38183.539062 Penalty: 2039.297729
	Iteration 15Q: 3 clusters Score -38183.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38185.148438 Penalty: 2039.297729
	Iteration 16Q: 3 clusters Score -38185.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38189.035156 Penalty: 2039.297729
	Iteration 17Q: 3 clusters Score -38189.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38189.546875 Penalty: 2039.297729
	Iteration 18Q: 3 clusters Score -38189.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38189.546875 Penalty: 2039.297729
	Iteration 19F: 3 clusters Score -38189.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Entering Unmasked Estep 
Score: -6181920.500000 Penalty: 1801.062988
	Iteration 0F: 2 clusters Score -6181920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -6138401.000000 Penalty: 3602.125977
	Iteration 0F: 3 clusters Score -6138401 nChanged 30933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -6155938.000000 Penalty: 3602.125977
	Iteration 1F: 3 clusters Score -6155938 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -6156623.500000 Penalty: 3602.125977
	Iteration 2Q: 3 clusters Score -6156624 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -6157631.500000 Penalty: 3602.125977
	Iteration 3Q: 3 clusters Score -6157632 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -6159148.500000 Penalty: 3602.125977
	Iteration 4Q: 3 clusters Score -6159148 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -6161230.000000 Penalty: 3602.125977
	Iteration 5F: 3 clusters Score -6161230 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -6164039.500000 Penalty: 3602.125977
	Iteration 6F: 3 clusters Score -6164040 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -6167114.000000 Penalty: 3602.125977
	Iteration 7F: 3 clusters Score -6167114 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -6169990.500000 Penalty: 3602.125977
	Iteration 8F: 3 clusters Score -6169990 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -6171912.500000 Penalty: 3602.125977
	Iteration 9F: 3 clusters Score -6171912 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -6172976.500000 Penalty: 3602.125977
	Iteration 10Q: 3 clusters Score -6172976 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -6173496.500000 Penalty: 3602.125977
	Iteration 11Q: 3 clusters Score -6173496 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -6173856.000000 Penalty: 3602.125977
	Iteration 12Q: 3 clusters Score -6173856 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -6174197.000000 Penalty: 3602.125977
	Iteration 13Q: 3 clusters Score -6174197 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -6174506.500000 Penalty: 3602.125977
	Iteration 14Q: 3 clusters Score -6174506 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -6174795.000000 Penalty: 3602.125977
	Iteration 15Q: 3 clusters Score -6174795 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -6175109.500000 Penalty: 3602.125977
	Iteration 16Q: 3 clusters Score -6175110 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -6175409.000000 Penalty: 3602.125977
	Iteration 17Q: 3 clusters Score -6175409 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -6175736.000000 Penalty: 3602.125977
	Iteration 18Q: 3 clusters Score -6175736 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -6176062.000000 Penalty: 3602.125977
	Iteration 19Q: 3 clusters Score -6176062 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -6176365.500000 Penalty: 3602.125977
	Iteration 20F: 3 clusters Score -6176366 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -6176717.500000 Penalty: 3602.125977
	Iteration 21Q: 3 clusters Score -6176718 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -6177049.000000 Penalty: 3602.125977
	Iteration 22Q: 3 clusters Score -6177049 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -6177379.500000 Penalty: 3602.125977
	Iteration 23Q: 3 clusters Score -6177380 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -6177736.000000 Penalty: 3602.125977
	Iteration 24Q: 3 clusters Score -6177736 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -6178081.500000 Penalty: 3602.125977
	Iteration 25Q: 3 clusters Score -6178082 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -6178419.000000 Penalty: 3602.125977
	Iteration 26Q: 3 clusters Score -6178419 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -6178698.500000 Penalty: 3602.125977
	Iteration 27Q: 3 clusters Score -6178698 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -6178959.000000 Penalty: 3602.125977
	Iteration 28Q: 3 clusters Score -6178959 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -6179250.500000 Penalty: 3602.125977
	Iteration 29Q: 3 clusters Score -6179250 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -6179479.000000 Penalty: 3602.125977
	Iteration 30Q: 3 clusters Score -6179479 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -6179665.000000 Penalty: 3602.125977
	Iteration 31Q: 3 clusters Score -6179665 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -6179849.000000 Penalty: 3602.125977
	Iteration 32Q: 3 clusters Score -6179849 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -6179979.500000 Penalty: 3602.125977
	Iteration 33Q: 3 clusters Score -6179980 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -6180093.500000 Penalty: 3602.125977
	Iteration 34Q: 3 clusters Score -6180094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -6180174.500000 Penalty: 3602.125977
	Iteration 35Q: 3 clusters Score -6180174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -6180221.000000 Penalty: 3602.125977
	Iteration 36Q: 3 clusters Score -6180221 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -6180254.500000 Penalty: 3602.125977
	Iteration 37Q: 3 clusters Score -6180254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -6180308.500000 Penalty: 3602.125977
	Iteration 38Q: 3 clusters Score -6180308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -6180323.000000 Penalty: 3602.125977
	Iteration 39Q: 3 clusters Score -6180323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -6180349.000000 Penalty: 3602.125977
	Iteration 40F: 3 clusters Score -6180349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -6180363.500000 Penalty: 3602.125977
	Iteration 41Q: 3 clusters Score -6180364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -6180377.500000 Penalty: 3602.125977
	Iteration 42Q: 3 clusters Score -6180378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -6180382.500000 Penalty: 3602.125977
	Iteration 43Q: 3 clusters Score -6180382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -6180382.000000 Penalty: 3602.125977
	Iteration 44Q: 3 clusters Score -6180382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -6180388.500000 Penalty: 3602.125977
	Iteration 45Q: 3 clusters Score -6180388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -6180390.000000 Penalty: 3602.125977
	Iteration 46Q: 3 clusters Score -6180390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -6180399.000000 Penalty: 3602.125977
	Iteration 47Q: 3 clusters Score -6180399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -6180397.000000 Penalty: 3602.125977
	Iteration 48Q: 3 clusters Score -6180397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -6180400.000000 Penalty: 3602.125977
	Iteration 49Q: 3 clusters Score -6180400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -6180400.000000 Penalty: 3602.125977
	Iteration 50Q: 3 clusters Score -6180400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -6180400.000000 Penalty: 3602.125977
	Iteration 51Q: 3 clusters Score -6180400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -6180400.500000 Penalty: 3602.125977
	Iteration 52Q: 3 clusters Score -6180400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -6180403.500000 Penalty: 3602.125977
	Iteration 53Q: 3 clusters Score -6180404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -6180402.500000 Penalty: 3602.125977
	Iteration 54Q: 3 clusters Score -6180402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -6180402.500000 Penalty: 3602.125977
	Iteration 55F: 3 clusters Score -6180402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -95538.742188 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -95538.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -93991.703125 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -93991.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94302.914062 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -94302.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -94419.000000 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -94419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94493.960938 Penalty: 2295.212158
	Iteration 3F: 3 clusters Score -94493.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -94537.140625 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -94537.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -94577.429688 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -94577.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94649.968750 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -94649.97 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94743.976562 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -94743.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94887.125000 Penalty: 2295.212158
	Iteration 8F: 3 clusters Score -94887.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -95129.320312 Penalty: 2295.212158
	Iteration 9F: 3 clusters Score -95129.32 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -95380.406250 Penalty: 2295.212158
	Iteration 10F: 3 clusters Score -95380.41 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -95564.335938 Penalty: 2295.212158
	Iteration 11F: 3 clusters Score -95564.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -95648.132812 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -95648.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -95687.578125 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -95687.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -95708.671875 Penalty: 2295.212158
	Iteration 14Q: 3 clusters Score -95708.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -95719.687500 Penalty: 2295.212158
	Iteration 15Q: 3 clusters Score -95719.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -95720.859375 Penalty: 2295.212158
	Iteration 16Q: 3 clusters Score -95720.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -95721.046875 Penalty: 2295.212158
	Iteration 17Q: 3 clusters Score -95721.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -95721.046875 Penalty: 2295.212158
	Iteration 18F: 3 clusters Score -95721.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14218 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 39975 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 65086 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 188710 members 
Mstep: Class 15 contains 38381 members 
Mstep: Class 16 contains 8910 members 
Mstep: Class 17 contains 42045 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 204561 members 
Mstep: Class 20 contains 93228 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
Score: -66439720.000000 Penalty: 50438.820312
Splitting cluster 11 changes total score from -66440244.000000 to -66439720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1056835.875000 Penalty: 1519.998047
	Iteration 0F: 2 clusters Score -1056836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1048597.500000 Penalty: 3039.996094
	Iteration 0F: 3 clusters Score -1048598 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1051469.750000 Penalty: 3039.996094
	Iteration 1F: 3 clusters Score -1051470 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1051803.750000 Penalty: 3039.996094
	Iteration 2F: 3 clusters Score -1051804 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1052104.250000 Penalty: 3039.996094
	Iteration 3F: 3 clusters Score -1052104 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1052320.125000 Penalty: 3039.996094
	Iteration 4Q: 3 clusters Score -1052320 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1052512.500000 Penalty: 3039.996094
	Iteration 5Q: 3 clusters Score -1052512 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1052703.625000 Penalty: 3039.996094
	Iteration 6Q: 3 clusters Score -1052704 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1052871.375000 Penalty: 3039.996094
	Iteration 7Q: 3 clusters Score -1052871 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1053049.375000 Penalty: 3039.996094
	Iteration 8Q: 3 clusters Score -1053049 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1053281.000000 Penalty: 3039.996094
	Iteration 9Q: 3 clusters Score -1053281 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1053531.875000 Penalty: 3039.996094
	Iteration 10Q: 3 clusters Score -1053532 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1053795.875000 Penalty: 3039.996094
	Iteration 11Q: 3 clusters Score -1053796 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1054060.250000 Penalty: 3039.996094
	Iteration 12Q: 3 clusters Score -1054060 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1054275.375000 Penalty: 3039.996094
	Iteration 13Q: 3 clusters Score -1054275 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1054413.875000 Penalty: 3039.996094
	Iteration 14Q: 3 clusters Score -1054414 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1054526.875000 Penalty: 3039.996094
	Iteration 15Q: 3 clusters Score -1054527 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1054614.000000 Penalty: 3039.996094
	Iteration 16Q: 3 clusters Score -1054614 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1054684.750000 Penalty: 3039.996094
	Iteration 17Q: 3 clusters Score -1054685 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1054744.000000 Penalty: 3039.996094
	Iteration 18Q: 3 clusters Score -1054744 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1054793.375000 Penalty: 3039.996094
	Iteration 19Q: 3 clusters Score -1054793 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1054842.750000 Penalty: 3039.996094
	Iteration 20F: 3 clusters Score -1054843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1054897.625000 Penalty: 3039.996094
	Iteration 21Q: 3 clusters Score -1054898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1054949.500000 Penalty: 3039.996094
	Iteration 22Q: 3 clusters Score -1054950 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1055009.500000 Penalty: 3039.996094
	Iteration 23Q: 3 clusters Score -1055010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1055063.875000 Penalty: 3039.996094
	Iteration 24Q: 3 clusters Score -1055064 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1055117.875000 Penalty: 3039.996094
	Iteration 25Q: 3 clusters Score -1055118 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1055164.625000 Penalty: 3039.996094
	Iteration 26Q: 3 clusters Score -1055165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1055208.875000 Penalty: 3039.996094
	Iteration 27Q: 3 clusters Score -1055209 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1055240.125000 Penalty: 3039.996094
	Iteration 28Q: 3 clusters Score -1055240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1055263.000000 Penalty: 3039.996094
	Iteration 29Q: 3 clusters Score -1055263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1055277.750000 Penalty: 3039.996094
	Iteration 30Q: 3 clusters Score -1055278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1055294.625000 Penalty: 3039.996094
	Iteration 31Q: 3 clusters Score -1055295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1055309.625000 Penalty: 3039.996094
	Iteration 32Q: 3 clusters Score -1055310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1055325.125000 Penalty: 3039.996094
	Iteration 33Q: 3 clusters Score -1055325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1055346.625000 Penalty: 3039.996094
	Iteration 34Q: 3 clusters Score -1055347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1055368.375000 Penalty: 3039.996094
	Iteration 35Q: 3 clusters Score -1055368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1055392.000000 Penalty: 3039.996094
	Iteration 36Q: 3 clusters Score -1055392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1055419.625000 Penalty: 3039.996094
	Iteration 37Q: 3 clusters Score -1055420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1055428.375000 Penalty: 3039.996094
	Iteration 38Q: 3 clusters Score -1055428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1055440.250000 Penalty: 3039.996094
	Iteration 39Q: 3 clusters Score -1055440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1055448.750000 Penalty: 3039.996094
	Iteration 40F: 3 clusters Score -1055449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1055456.000000 Penalty: 3039.996094
	Iteration 41Q: 3 clusters Score -1055456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1055459.250000 Penalty: 3039.996094
	Iteration 42Q: 3 clusters Score -1055459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1055471.000000 Penalty: 3039.996094
	Iteration 43Q: 3 clusters Score -1055471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1055478.750000 Penalty: 3039.996094
	Iteration 44Q: 3 clusters Score -1055479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1055479.875000 Penalty: 3039.996094
	Iteration 45Q: 3 clusters Score -1055480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1055485.000000 Penalty: 3039.996094
	Iteration 46Q: 3 clusters Score -1055485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1055489.625000 Penalty: 3039.996094
	Iteration 47Q: 3 clusters Score -1055490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1055494.875000 Penalty: 3039.996094
	Iteration 48Q: 3 clusters Score -1055495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1055498.375000 Penalty: 3039.996094
	Iteration 49Q: 3 clusters Score -1055498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1055500.750000 Penalty: 3039.996094
	Iteration 50Q: 3 clusters Score -1055501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1055503.125000 Penalty: 3039.996094
	Iteration 51Q: 3 clusters Score -1055503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1055506.375000 Penalty: 3039.996094
	Iteration 52Q: 3 clusters Score -1055506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1055508.125000 Penalty: 3039.996094
	Iteration 53Q: 3 clusters Score -1055508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1055508.375000 Penalty: 3039.996094
	Iteration 54Q: 3 clusters Score -1055508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1055512.000000 Penalty: 3039.996094
	Iteration 55Q: 3 clusters Score -1055512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1055512.500000 Penalty: 3039.996094
	Iteration 56Q: 3 clusters Score -1055512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1055511.875000 Penalty: 3039.996094
	Iteration 57Q: 3 clusters Score -1055512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1055511.875000 Penalty: 3039.996094
	Iteration 58F: 3 clusters Score -1055512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -175290.171875 Penalty: 1245.989258
	Iteration 0F: 2 clusters Score -175290.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -173144.906250 Penalty: 2491.978516
	Iteration 0F: 3 clusters Score -173144.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -173641.906250 Penalty: 2491.978516
	Iteration 1F: 3 clusters Score -173641.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173767.906250 Penalty: 2491.978516
	Iteration 2F: 3 clusters Score -173767.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -173831.875000 Penalty: 2491.978516
	Iteration 3Q: 3 clusters Score -173831.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -173884.062500 Penalty: 2491.978516
	Iteration 4Q: 3 clusters Score -173884.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -173921.468750 Penalty: 2491.978516
	Iteration 5Q: 3 clusters Score -173921.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -173940.750000 Penalty: 2491.978516
	Iteration 6Q: 3 clusters Score -173940.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173950.250000 Penalty: 2491.978516
	Iteration 7Q: 3 clusters Score -173950.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173961.078125 Penalty: 2491.978516
	Iteration 8Q: 3 clusters Score -173961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -173977.515625 Penalty: 2491.978516
	Iteration 9Q: 3 clusters Score -173977.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173990.718750 Penalty: 2491.978516
	Iteration 10Q: 3 clusters Score -173990.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173997.593750 Penalty: 2491.978516
	Iteration 11Q: 3 clusters Score -173997.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -174001.578125 Penalty: 2491.978516
	Iteration 12Q: 3 clusters Score -174001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -174002.890625 Penalty: 2491.978516
	Iteration 13Q: 3 clusters Score -174002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -174004.031250 Penalty: 2491.978516
	Iteration 14Q: 3 clusters Score -174004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -174003.843750 Penalty: 2491.978516
	Iteration 15Q: 3 clusters Score -174003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -174004.359375 Penalty: 2491.978516
	Iteration 16Q: 3 clusters Score -174004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -174004.359375 Penalty: 2491.978516
	Iteration 17F: 3 clusters Score -174004.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (188710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188710 members 
Entering Unmasked Estep 
Score: -17598738.000000 Penalty: 1974.044556
	Iteration 0F: 2 clusters Score -1.759874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -17479268.000000 Penalty: 3948.089111
	Iteration 0F: 3 clusters Score -1.747927e+07 nChanged 91234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -17533390.000000 Penalty: 3948.089111
	Iteration 1F: 3 clusters Score -1.753339e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90081 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -17535052.000000 Penalty: 3948.089111
	Iteration 2Q: 3 clusters Score -1.753505e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -17537292.000000 Penalty: 3948.089111
	Iteration 3Q: 3 clusters Score -1.753729e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -17540256.000000 Penalty: 3948.089111
	Iteration 4Q: 3 clusters Score -1.754026e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 107917 members 
Entering Unmasked Estep 
Score: -17544368.000000 Penalty: 3948.089111
	Iteration 5Q: 3 clusters Score -1.754437e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -17549804.000000 Penalty: 3948.089111
	Iteration 6F: 3 clusters Score -1.75498e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 121237 members 
Entering Unmasked Estep 
Score: -17556766.000000 Penalty: 3948.089111
	Iteration 7F: 3 clusters Score -1.755677e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 130367 members 
Entering Unmasked Estep 
Score: -17564652.000000 Penalty: 3948.089111
	Iteration 8F: 3 clusters Score -1.756465e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -17572728.000000 Penalty: 3948.089111
	Iteration 9F: 3 clusters Score -1.757273e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 149429 members 
Entering Unmasked Estep 
Score: -17579880.000000 Penalty: 3948.089111
	Iteration 10F: 3 clusters Score -1.757988e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -17585364.000000 Penalty: 3948.089111
	Iteration 11Q: 3 clusters Score -1.758536e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 163911 members 
Entering Unmasked Estep 
Score: -17589044.000000 Penalty: 3948.089111
	Iteration 12Q: 3 clusters Score -1.758904e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 168758 members 
Entering Unmasked Estep 
Score: -17591590.000000 Penalty: 3948.089111
	Iteration 13Q: 3 clusters Score -1.759159e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 172429 members 
Entering Unmasked Estep 
Score: -17593430.000000 Penalty: 3948.089111
	Iteration 14Q: 3 clusters Score -1.759343e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -17594570.000000 Penalty: 3948.089111
	Iteration 15Q: 3 clusters Score -1.759457e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 177082 members 
Entering Unmasked Estep 
Score: -17595434.000000 Penalty: 3948.089111
	Iteration 16Q: 3 clusters Score -1.759543e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -17595974.000000 Penalty: 3948.089111
	Iteration 17Q: 3 clusters Score -1.759597e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -17596410.000000 Penalty: 3948.089111
	Iteration 18Q: 3 clusters Score -1.759641e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 180819 members 
Entering Unmasked Estep 
Score: -17596740.000000 Penalty: 3948.089111
	Iteration 19Q: 3 clusters Score -1.759674e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 181590 members 
Entering Unmasked Estep 
Score: -17596938.000000 Penalty: 3948.089111
	Iteration 20F: 3 clusters Score -1.759694e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 182150 members 
Entering Unmasked Estep 
Score: -17597064.000000 Penalty: 3948.089111
	Iteration 21Q: 3 clusters Score -1.759706e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 182594 members 
Entering Unmasked Estep 
Score: -17597178.000000 Penalty: 3948.089111
	Iteration 22Q: 3 clusters Score -1.759718e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 182977 members 
Entering Unmasked Estep 
Score: -17597180.000000 Penalty: 3948.089111
	Iteration 23Q: 3 clusters Score -1.759718e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 183268 members 
Entering Unmasked Estep 
Score: -17597180.000000 Penalty: 3948.089111
	Iteration 24Q: 3 clusters Score -1.759718e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 183489 members 
Entering Unmasked Estep 
Score: -17597226.000000 Penalty: 3948.089111
	Iteration 25Q: 3 clusters Score -1.759723e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 183671 members 
Entering Unmasked Estep 
Score: -17597246.000000 Penalty: 3948.089111
	Iteration 26Q: 3 clusters Score -1.759725e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 183811 members 
Entering Unmasked Estep 
Score: -17597260.000000 Penalty: 3948.089111
	Iteration 27Q: 3 clusters Score -1.759726e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -17597276.000000 Penalty: 3948.089111
	Iteration 28Q: 3 clusters Score -1.759728e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 184070 members 
Entering Unmasked Estep 
Score: -17597274.000000 Penalty: 3948.089111
	Iteration 29Q: 3 clusters Score -1.759727e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -17597268.000000 Penalty: 3948.089111
	Iteration 30Q: 3 clusters Score -1.759727e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 184286 members 
Entering Unmasked Estep 
Score: -17597286.000000 Penalty: 3948.089111
	Iteration 31Q: 3 clusters Score -1.759729e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 184369 members 
Entering Unmasked Estep 
Score: -17597264.000000 Penalty: 3948.089111
	Iteration 32Q: 3 clusters Score -1.759726e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 184460 members 
Entering Unmasked Estep 
Score: -17597268.000000 Penalty: 3948.089111
	Iteration 33Q: 3 clusters Score -1.759727e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 184535 members 
Entering Unmasked Estep 
Score: -17597296.000000 Penalty: 3948.089111
	Iteration 34Q: 3 clusters Score -1.75973e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 184617 members 
Entering Unmasked Estep 
Score: -17597290.000000 Penalty: 3948.089111
	Iteration 35Q: 3 clusters Score -1.759729e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 184690 members 
Entering Unmasked Estep 
Score: -17597320.000000 Penalty: 3948.089111
	Iteration 36Q: 3 clusters Score -1.759732e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -17597330.000000 Penalty: 3948.089111
	Iteration 37Q: 3 clusters Score -1.759733e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 184805 members 
Entering Unmasked Estep 
Score: -17597300.000000 Penalty: 3948.089111
	Iteration 38Q: 3 clusters Score -1.75973e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 184851 members 
Entering Unmasked Estep 
Score: -17597338.000000 Penalty: 3948.089111
	Iteration 39Q: 3 clusters Score -1.759734e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 184896 members 
Entering Unmasked Estep 
Score: -17597332.000000 Penalty: 3948.089111
	Iteration 40F: 3 clusters Score -1.759733e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 184944 members 
Entering Unmasked Estep 
Score: -17597342.000000 Penalty: 3948.089111
	Iteration 41Q: 3 clusters Score -1.759734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 185005 members 
Entering Unmasked Estep 
Score: -17597348.000000 Penalty: 3948.089111
	Iteration 42Q: 3 clusters Score -1.759735e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 185063 members 
Entering Unmasked Estep 
Score: -17597370.000000 Penalty: 3948.089111
	Iteration 43Q: 3 clusters Score -1.759737e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 185105 members 
Entering Unmasked Estep 
Score: -17597372.000000 Penalty: 3948.089111
	Iteration 44Q: 3 clusters Score -1.759737e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 185140 members 
Entering Unmasked Estep 
Score: -17597394.000000 Penalty: 3948.089111
	Iteration 45Q: 3 clusters Score -1.759739e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 185177 members 
Entering Unmasked Estep 
Score: -17597402.000000 Penalty: 3948.089111
	Iteration 46Q: 3 clusters Score -1.75974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 185194 members 
Entering Unmasked Estep 
Score: -17597402.000000 Penalty: 3948.089111
	Iteration 47Q: 3 clusters Score -1.75974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 185208 members 
Entering Unmasked Estep 
Score: -17597434.000000 Penalty: 3948.089111
	Iteration 48Q: 3 clusters Score -1.759743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 185225 members 
Entering Unmasked Estep 
Score: -17597442.000000 Penalty: 3948.089111
	Iteration 49Q: 3 clusters Score -1.759744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 185244 members 
Entering Unmasked Estep 
Score: -17597442.000000 Penalty: 3948.089111
	Iteration 50Q: 3 clusters Score -1.759744e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 185263 members 
Entering Unmasked Estep 
Score: -17597450.000000 Penalty: 3948.089111
	Iteration 51Q: 3 clusters Score -1.759745e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 185278 members 
Entering Unmasked Estep 
Score: -17597436.000000 Penalty: 3948.089111
	Iteration 52Q: 3 clusters Score -1.759744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 185296 members 
Entering Unmasked Estep 
Score: -17597454.000000 Penalty: 3948.089111
	Iteration 53Q: 3 clusters Score -1.759745e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 185317 members 
Entering Unmasked Estep 
Score: -17597434.000000 Penalty: 3948.089111
	Iteration 54Q: 3 clusters Score -1.759743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 185333 members 
Entering Unmasked Estep 
Score: -17597428.000000 Penalty: 3948.089111
	Iteration 55Q: 3 clusters Score -1.759743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 185342 members 
Entering Unmasked Estep 
Score: -17597432.000000 Penalty: 3948.089111
	Iteration 56Q: 3 clusters Score -1.759743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 185349 members 
Entering Unmasked Estep 
Score: -17597448.000000 Penalty: 3948.089111
	Iteration 57Q: 3 clusters Score -1.759745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 185358 members 
Entering Unmasked Estep 
Score: -17597452.000000 Penalty: 3948.089111
	Iteration 58Q: 3 clusters Score -1.759745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 185370 members 
Entering Unmasked Estep 
Score: -17597454.000000 Penalty: 3948.089111
	Iteration 59Q: 3 clusters Score -1.759745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 185377 members 
Entering Unmasked Estep 
Score: -17597458.000000 Penalty: 3948.089111
	Iteration 60F: 3 clusters Score -1.759746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 185383 members 
Entering Unmasked Estep 
Score: -17597462.000000 Penalty: 3948.089111
	Iteration 61Q: 3 clusters Score -1.759746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 185390 members 
Entering Unmasked Estep 
Score: -17597456.000000 Penalty: 3948.089111
	Iteration 62Q: 3 clusters Score -1.759746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 185395 members 
Entering Unmasked Estep 
Score: -17597444.000000 Penalty: 3948.089111
	Iteration 63Q: 3 clusters Score -1.759744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 185399 members 
Entering Unmasked Estep 
Score: -17597436.000000 Penalty: 3948.089111
	Iteration 64Q: 3 clusters Score -1.759744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 185403 members 
Entering Unmasked Estep 
Score: -17597444.000000 Penalty: 3948.089111
	Iteration 65Q: 3 clusters Score -1.759744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 185407 members 
Entering Unmasked Estep 
Score: -17597444.000000 Penalty: 3948.089111
	Iteration 66Q: 3 clusters Score -1.759744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 185408 members 
Entering Unmasked Estep 
Score: -17597440.000000 Penalty: 3948.089111
	Iteration 67Q: 3 clusters Score -1.759744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 185409 members 
Entering Unmasked Estep 
Score: -17597450.000000 Penalty: 3948.089111
	Iteration 68Q: 3 clusters Score -1.759745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 185413 members 
Entering Unmasked Estep 
Score: -17597456.000000 Penalty: 3948.089111
	Iteration 69Q: 3 clusters Score -1.759746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 185417 members 
Entering Unmasked Estep 
Score: -17597444.000000 Penalty: 3948.089111
	Iteration 70Q: 3 clusters Score -1.759744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 185420 members 
Entering Unmasked Estep 
Score: -17597452.000000 Penalty: 3948.089111
	Iteration 71Q: 3 clusters Score -1.759745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 185422 members 
Entering Unmasked Estep 
Score: -17597450.000000 Penalty: 3948.089111
	Iteration 72Q: 3 clusters Score -1.759745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 185427 members 
Entering Unmasked Estep 
Score: -17597442.000000 Penalty: 3948.089111
	Iteration 73Q: 3 clusters Score -1.759744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 185429 members 
Entering Unmasked Estep 
Score: -17597444.000000 Penalty: 3948.089111
	Iteration 74Q: 3 clusters Score -1.759744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 185432 members 
Entering Unmasked Estep 
Score: -17597440.000000 Penalty: 3948.089111
	Iteration 75Q: 3 clusters Score -1.759744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 185435 members 
Entering Unmasked Estep 
Score: -17597444.000000 Penalty: 3948.089111
	Iteration 76Q: 3 clusters Score -1.759744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 185439 members 
Entering Unmasked Estep 
Score: -17597444.000000 Penalty: 3948.089111
	Iteration 77Q: 3 clusters Score -1.759744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 185436 members 
Entering Unmasked Estep 
Score: -17597432.000000 Penalty: 3948.089111
	Iteration 78Q: 3 clusters Score -1.759743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 185434 members 
Entering Unmasked Estep 
Score: -17597432.000000 Penalty: 3948.089111
	Iteration 79Q: 3 clusters Score -1.759743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 185433 members 
Entering Unmasked Estep 
Score: -17597432.000000 Penalty: 3948.089111
	Iteration 80F: 3 clusters Score -1.759743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Entering Unmasked Estep 
Score: -3638928.500000 Penalty: 1715.239136
	Iteration 0F: 2 clusters Score -3638928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3613368.250000 Penalty: 3430.478271
	Iteration 0F: 3 clusters Score -3613368 nChanged 17815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3623363.000000 Penalty: 3430.478271
	Iteration 1F: 3 clusters Score -3623363 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3623918.500000 Penalty: 3430.478271
	Iteration 2Q: 3 clusters Score -3623918 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3624769.000000 Penalty: 3430.478271
	Iteration 3Q: 3 clusters Score -3624769 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3626039.250000 Penalty: 3430.478271
	Iteration 4F: 3 clusters Score -3626039 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3627958.500000 Penalty: 3430.478271
	Iteration 5F: 3 clusters Score -3627958 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3630614.000000 Penalty: 3430.478271
	Iteration 6F: 3 clusters Score -3630614 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -3633504.000000 Penalty: 3430.478271
	Iteration 7F: 3 clusters Score -3633504 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -3635698.500000 Penalty: 3430.478271
	Iteration 8F: 3 clusters Score -3635698 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -3636848.750000 Penalty: 3430.478271
	Iteration 9Q: 3 clusters Score -3636849 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -3637242.000000 Penalty: 3430.478271
	Iteration 10Q: 3 clusters Score -3637242 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -3637440.500000 Penalty: 3430.478271
	Iteration 11Q: 3 clusters Score -3637440 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -3637528.500000 Penalty: 3430.478271
	Iteration 12Q: 3 clusters Score -3637528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -3637581.250000 Penalty: 3430.478271
	Iteration 13Q: 3 clusters Score -3637581 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -3637623.250000 Penalty: 3430.478271
	Iteration 14Q: 3 clusters Score -3637623 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -3637650.500000 Penalty: 3430.478271
	Iteration 15Q: 3 clusters Score -3637650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -3637691.000000 Penalty: 3430.478271
	Iteration 16Q: 3 clusters Score -3637691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -3637702.000000 Penalty: 3430.478271
	Iteration 17Q: 3 clusters Score -3637702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3637727.750000 Penalty: 3430.478271
	Iteration 18Q: 3 clusters Score -3637728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -3637744.000000 Penalty: 3430.478271
	Iteration 19Q: 3 clusters Score -3637744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -3637762.250000 Penalty: 3430.478271
	Iteration 20F: 3 clusters Score -3637762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -3637777.250000 Penalty: 3430.478271
	Iteration 21Q: 3 clusters Score -3637777 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -3637780.750000 Penalty: 3430.478271
	Iteration 22Q: 3 clusters Score -3637781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -3637793.000000 Penalty: 3430.478271
	Iteration 23Q: 3 clusters Score -3637793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -3637802.750000 Penalty: 3430.478271
	Iteration 24Q: 3 clusters Score -3637803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -3637806.250000 Penalty: 3430.478271
	Iteration 25Q: 3 clusters Score -3637806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -3637811.750000 Penalty: 3430.478271
	Iteration 26Q: 3 clusters Score -3637812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -3637813.500000 Penalty: 3430.478271
	Iteration 27Q: 3 clusters Score -3637814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -3637817.750000 Penalty: 3430.478271
	Iteration 28Q: 3 clusters Score -3637818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -3637814.750000 Penalty: 3430.478271
	Iteration 29Q: 3 clusters Score -3637815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -3637818.250000 Penalty: 3430.478271
	Iteration 30Q: 3 clusters Score -3637818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -3637819.500000 Penalty: 3430.478271
	Iteration 31Q: 3 clusters Score -3637820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -3637819.500000 Penalty: 3430.478271
	Iteration 32Q: 3 clusters Score -3637820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -3637823.500000 Penalty: 3430.478271
	Iteration 33Q: 3 clusters Score -3637824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -3637821.500000 Penalty: 3430.478271
	Iteration 34Q: 3 clusters Score -3637822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -3637830.000000 Penalty: 3430.478271
	Iteration 35Q: 3 clusters Score -3637830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -3637831.750000 Penalty: 3430.478271
	Iteration 36Q: 3 clusters Score -3637832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -3637827.500000 Penalty: 3430.478271
	Iteration 37Q: 3 clusters Score -3637828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -3637831.000000 Penalty: 3430.478271
	Iteration 38Q: 3 clusters Score -3637831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -3637831.750000 Penalty: 3430.478271
	Iteration 39Q: 3 clusters Score -3637832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -3637828.500000 Penalty: 3430.478271
	Iteration 40F: 3 clusters Score -3637828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -3637830.750000 Penalty: 3430.478271
	Iteration 41Q: 3 clusters Score -3637831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -3637829.750000 Penalty: 3430.478271
	Iteration 42Q: 3 clusters Score -3637830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -3637831.500000 Penalty: 3430.478271
	Iteration 43Q: 3 clusters Score -3637832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -3637831.500000 Penalty: 3430.478271
	Iteration 44Q: 3 clusters Score -3637832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -3637831.000000 Penalty: 3430.478271
	Iteration 45Q: 3 clusters Score -3637831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -3637831.000000 Penalty: 3430.478271
	Iteration 46F: 3 clusters Score -3637831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -831697.875000 Penalty: 1477.926025
	Iteration 0F: 2 clusters Score -831697.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -825203.250000 Penalty: 2955.852051
	Iteration 0F: 3 clusters Score -825203.2 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -827372.750000 Penalty: 2955.852051
	Iteration 1F: 3 clusters Score -827372.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -827588.250000 Penalty: 2955.852051
	Iteration 2F: 3 clusters Score -827588.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -827758.312500 Penalty: 2955.852051
	Iteration 3Q: 3 clusters Score -827758.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -827924.437500 Penalty: 2955.852051
	Iteration 4Q: 3 clusters Score -827924.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -828109.875000 Penalty: 2955.852051
	Iteration 5Q: 3 clusters Score -828109.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -828285.250000 Penalty: 2955.852051
	Iteration 6Q: 3 clusters Score -828285.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -828476.437500 Penalty: 2955.852051
	Iteration 7Q: 3 clusters Score -828476.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -828666.500000 Penalty: 2955.852051
	Iteration 8Q: 3 clusters Score -828666.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -828889.750000 Penalty: 2955.852051
	Iteration 9Q: 3 clusters Score -828889.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -829162.750000 Penalty: 2955.852051
	Iteration 10Q: 3 clusters Score -829162.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -829505.500000 Penalty: 2955.852051
	Iteration 11Q: 3 clusters Score -829505.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -829811.750000 Penalty: 2955.852051
	Iteration 12Q: 3 clusters Score -829811.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -830065.250000 Penalty: 2955.852051
	Iteration 13Q: 3 clusters Score -830065.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -830246.375000 Penalty: 2955.852051
	Iteration 14Q: 3 clusters Score -830246.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -830353.125000 Penalty: 2955.852051
	Iteration 15Q: 3 clusters Score -830353.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -830429.687500 Penalty: 2955.852051
	Iteration 16Q: 3 clusters Score -830429.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -830497.062500 Penalty: 2955.852051
	Iteration 17Q: 3 clusters Score -830497.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -830534.750000 Penalty: 2955.852051
	Iteration 18Q: 3 clusters Score -830534.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -830554.500000 Penalty: 2955.852051
	Iteration 19Q: 3 clusters Score -830554.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -830569.625000 Penalty: 2955.852051
	Iteration 20F: 3 clusters Score -830569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -830578.062500 Penalty: 2955.852051
	Iteration 21Q: 3 clusters Score -830578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -830587.375000 Penalty: 2955.852051
	Iteration 22Q: 3 clusters Score -830587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -830587.812500 Penalty: 2955.852051
	Iteration 23Q: 3 clusters Score -830587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -830594.562500 Penalty: 2955.852051
	Iteration 24Q: 3 clusters Score -830594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -830596.062500 Penalty: 2955.852051
	Iteration 25Q: 3 clusters Score -830596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -830596.312500 Penalty: 2955.852051
	Iteration 26Q: 3 clusters Score -830596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -830597.750000 Penalty: 2955.852051
	Iteration 27Q: 3 clusters Score -830597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -830598.000000 Penalty: 2955.852051
	Iteration 28Q: 3 clusters Score -830598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -830598.000000 Penalty: 2955.852051
	Iteration 29F: 3 clusters Score -830598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Entering Unmasked Estep 
Score: -3994042.000000 Penalty: 1730.055542
	Iteration 0F: 2 clusters Score -3994042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3965900.250000 Penalty: 3460.111084
	Iteration 0F: 3 clusters Score -3965900 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3976814.250000 Penalty: 3460.111084
	Iteration 1F: 3 clusters Score -3976814 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3977226.500000 Penalty: 3460.111084
	Iteration 2Q: 3 clusters Score -3977226 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3977622.500000 Penalty: 3460.111084
	Iteration 3Q: 3 clusters Score -3977622 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3978128.750000 Penalty: 3460.111084
	Iteration 4Q: 3 clusters Score -3978129 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3978724.250000 Penalty: 3460.111084
	Iteration 5Q: 3 clusters Score -3978724 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3979704.500000 Penalty: 3460.111084
	Iteration 6Q: 3 clusters Score -3979704 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3981213.250000 Penalty: 3460.111084
	Iteration 7F: 3 clusters Score -3981213 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3983378.000000 Penalty: 3460.111084
	Iteration 8F: 3 clusters Score -3983378 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3985794.250000 Penalty: 3460.111084
	Iteration 9F: 3 clusters Score -3985794 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3987909.500000 Penalty: 3460.111084
	Iteration 10F: 3 clusters Score -3987910 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3989418.250000 Penalty: 3460.111084
	Iteration 11Q: 3 clusters Score -3989418 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3990444.250000 Penalty: 3460.111084
	Iteration 12Q: 3 clusters Score -3990444 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3991146.750000 Penalty: 3460.111084
	Iteration 13Q: 3 clusters Score -3991147 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3991617.500000 Penalty: 3460.111084
	Iteration 14Q: 3 clusters Score -3991618 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3991966.500000 Penalty: 3460.111084
	Iteration 15Q: 3 clusters Score -3991966 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3992230.750000 Penalty: 3460.111084
	Iteration 16Q: 3 clusters Score -3992231 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3992403.500000 Penalty: 3460.111084
	Iteration 17Q: 3 clusters Score -3992404 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3992518.500000 Penalty: 3460.111084
	Iteration 18Q: 3 clusters Score -3992518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3992589.000000 Penalty: 3460.111084
	Iteration 19Q: 3 clusters Score -3992589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3992621.500000 Penalty: 3460.111084
	Iteration 20F: 3 clusters Score -3992622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3992641.750000 Penalty: 3460.111084
	Iteration 21Q: 3 clusters Score -3992642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3992684.250000 Penalty: 3460.111084
	Iteration 22Q: 3 clusters Score -3992684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3992723.000000 Penalty: 3460.111084
	Iteration 23Q: 3 clusters Score -3992723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3992751.000000 Penalty: 3460.111084
	Iteration 24Q: 3 clusters Score -3992751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3992777.000000 Penalty: 3460.111084
	Iteration 25Q: 3 clusters Score -3992777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3992787.000000 Penalty: 3460.111084
	Iteration 26Q: 3 clusters Score -3992787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3992797.000000 Penalty: 3460.111084
	Iteration 27Q: 3 clusters Score -3992797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3992803.250000 Penalty: 3460.111084
	Iteration 28Q: 3 clusters Score -3992803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3992814.250000 Penalty: 3460.111084
	Iteration 29Q: 3 clusters Score -3992814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3992818.500000 Penalty: 3460.111084
	Iteration 30Q: 3 clusters Score -3992818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3992824.750000 Penalty: 3460.111084
	Iteration 31Q: 3 clusters Score -3992825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3992834.750000 Penalty: 3460.111084
	Iteration 32Q: 3 clusters Score -3992835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3992840.250000 Penalty: 3460.111084
	Iteration 33Q: 3 clusters Score -3992840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3992842.250000 Penalty: 3460.111084
	Iteration 34Q: 3 clusters Score -3992842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3992843.750000 Penalty: 3460.111084
	Iteration 35Q: 3 clusters Score -3992844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3992847.250000 Penalty: 3460.111084
	Iteration 36Q: 3 clusters Score -3992847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3992847.000000 Penalty: 3460.111084
	Iteration 37Q: 3 clusters Score -3992847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3992850.500000 Penalty: 3460.111084
	Iteration 38Q: 3 clusters Score -3992850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3992852.750000 Penalty: 3460.111084
	Iteration 39Q: 3 clusters Score -3992853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3992856.250000 Penalty: 3460.111084
	Iteration 40F: 3 clusters Score -3992856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3992867.000000 Penalty: 3460.111084
	Iteration 41Q: 3 clusters Score -3992867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3992872.250000 Penalty: 3460.111084
	Iteration 42Q: 3 clusters Score -3992872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3992872.750000 Penalty: 3460.111084
	Iteration 43Q: 3 clusters Score -3992873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3992872.750000 Penalty: 3460.111084
	Iteration 44F: 3 clusters Score -3992873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -37862.371094 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -37862.37 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 293 members 
Entering Unmasked Estep 
Score: -36786.250000 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -36786.25 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37052.222656 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -37052.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37207.332031 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -37207.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37337.359375 Penalty: 2039.297729
	Iteration 3F: 3 clusters Score -37337.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37389.386719 Penalty: 2039.297729
	Iteration 4Q: 3 clusters Score -37389.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37439.511719 Penalty: 2039.297729
	Iteration 5Q: 3 clusters Score -37439.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37479.167969 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -37479.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37518.042969 Penalty: 2039.297729
	Iteration 7Q: 3 clusters Score -37518.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37544.234375 Penalty: 2039.297729
	Iteration 8Q: 3 clusters Score -37544.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37557.160156 Penalty: 2039.297729
	Iteration 9Q: 3 clusters Score -37557.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37562.296875 Penalty: 2039.297729
	Iteration 10Q: 3 clusters Score -37562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37575.550781 Penalty: 2039.297729
	Iteration 11Q: 3 clusters Score -37575.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37593.726562 Penalty: 2039.297729
	Iteration 12Q: 3 clusters Score -37593.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37598.375000 Penalty: 2039.297729
	Iteration 13Q: 3 clusters Score -37598.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37616.191406 Penalty: 2039.297729
	Iteration 14Q: 3 clusters Score -37616.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37637.210938 Penalty: 2039.297729
	Iteration 15Q: 3 clusters Score -37637.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37644.019531 Penalty: 2039.297729
	Iteration 16Q: 3 clusters Score -37644.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37654.468750 Penalty: 2039.297729
	Iteration 17Q: 3 clusters Score -37654.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37660.117188 Penalty: 2039.297729
	Iteration 18Q: 3 clusters Score -37660.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37662.046875 Penalty: 2039.297729
	Iteration 19Q: 3 clusters Score -37662.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37666.292969 Penalty: 2039.297729
	Iteration 20F: 3 clusters Score -37666.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37739.066406 Penalty: 2039.297729
	Iteration 21Q: 3 clusters Score -37739.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37754.667969 Penalty: 2039.297729
	Iteration 22Q: 3 clusters Score -37754.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37766.089844 Penalty: 2039.297729
	Iteration 23Q: 3 clusters Score -37766.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37778.781250 Penalty: 2039.297729
	Iteration 24Q: 3 clusters Score -37778.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37816.507812 Penalty: 2039.297729
	Iteration 25Q: 3 clusters Score -37816.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37821.019531 Penalty: 2039.297729
	Iteration 26Q: 3 clusters Score -37821.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37821.753906 Penalty: 2039.297729
	Iteration 27Q: 3 clusters Score -37821.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37821.753906 Penalty: 2039.297729
	Iteration 28F: 3 clusters Score -37821.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (204561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204561 members 
Entering Unmasked Estep 
Score: -19058722.000000 Penalty: 1987.151001
	Iteration 0F: 2 clusters Score -1.905872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -18928284.000000 Penalty: 3974.302002
	Iteration 0F: 3 clusters Score -1.892828e+07 nChanged 99250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
Score: -18988600.000000 Penalty: 3974.302002
	Iteration 1F: 3 clusters Score -1.89886e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 122675 members 
Entering Unmasked Estep 
Score: -18992240.000000 Penalty: 3974.302002
	Iteration 2Q: 3 clusters Score -1.899224e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 134219 members 
Entering Unmasked Estep 
Score: -18999316.000000 Penalty: 3974.302002
	Iteration 3F: 3 clusters Score -1.899932e+07 nChanged 16693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 149420 members 
Entering Unmasked Estep 
Score: -19011492.000000 Penalty: 3974.302002
	Iteration 4F: 3 clusters Score -1.901149e+07 nChanged 18122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 165916 members 
Entering Unmasked Estep 
Score: -19029624.000000 Penalty: 3974.302002
	Iteration 5F: 3 clusters Score -1.902962e+07 nChanged 16046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 181292 members 
Entering Unmasked Estep 
Score: -19044798.000000 Penalty: 3974.302002
	Iteration 6F: 3 clusters Score -1.90448e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 192561 members 
Entering Unmasked Estep 
Score: -19053148.000000 Penalty: 3974.302002
	Iteration 7F: 3 clusters Score -1.905315e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 199082 members 
Entering Unmasked Estep 
Score: -19056280.000000 Penalty: 3974.302002
	Iteration 8Q: 3 clusters Score -1.905628e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 202158 members 
Entering Unmasked Estep 
Score: -19056978.000000 Penalty: 3974.302002
	Iteration 9Q: 3 clusters Score -1.905698e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 203372 members 
Entering Unmasked Estep 
Score: -19057154.000000 Penalty: 3974.302002
	Iteration 10Q: 3 clusters Score -1.905715e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 203830 members 
Entering Unmasked Estep 
Score: -19057198.000000 Penalty: 3974.302002
	Iteration 11Q: 3 clusters Score -1.90572e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 204028 members 
Entering Unmasked Estep 
Score: -19057228.000000 Penalty: 3974.302002
	Iteration 12Q: 3 clusters Score -1.905723e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 204106 members 
Entering Unmasked Estep 
Score: -19057206.000000 Penalty: 3974.302002
	Iteration 13Q: 3 clusters Score -1.905721e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 204149 members 
Entering Unmasked Estep 
Score: -19057228.000000 Penalty: 3974.302002
	Iteration 14Q: 3 clusters Score -1.905723e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -19057222.000000 Penalty: 3974.302002
	Iteration 15Q: 3 clusters Score -1.905722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 204205 members 
Entering Unmasked Estep 
Score: -19057228.000000 Penalty: 3974.302002
	Iteration 16Q: 3 clusters Score -1.905723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 204225 members 
Entering Unmasked Estep 
Score: -19057234.000000 Penalty: 3974.302002
	Iteration 17Q: 3 clusters Score -1.905723e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 204241 members 
Entering Unmasked Estep 
Score: -19057224.000000 Penalty: 3974.302002
	Iteration 18Q: 3 clusters Score -1.905722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 204245 members 
Entering Unmasked Estep 
Score: -19057228.000000 Penalty: 3974.302002
	Iteration 19Q: 3 clusters Score -1.905723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 204252 members 
Entering Unmasked Estep 
Score: -19057232.000000 Penalty: 3974.302002
	Iteration 20F: 3 clusters Score -1.905723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 204256 members 
Entering Unmasked Estep 
Score: -19057214.000000 Penalty: 3974.302002
	Iteration 21Q: 3 clusters Score -1.905721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 204261 members 
Entering Unmasked Estep 
Score: -19057224.000000 Penalty: 3974.302002
	Iteration 22Q: 3 clusters Score -1.905722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 204262 members 
Entering Unmasked Estep 
Score: -19057238.000000 Penalty: 3974.302002
	Iteration 23Q: 3 clusters Score -1.905724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 204264 members 
Entering Unmasked Estep 
Score: -19057248.000000 Penalty: 3974.302002
	Iteration 24Q: 3 clusters Score -1.905725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 204264 members 
Entering Unmasked Estep 
Score: -19057248.000000 Penalty: 3974.302002
	Iteration 25F: 3 clusters Score -1.905725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Entering Unmasked Estep 
Score: -8855764.000000 Penalty: 1859.455566
	Iteration 0F: 2 clusters Score -8855764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -8793262.000000 Penalty: 3718.911133
	Iteration 0F: 3 clusters Score -8793262 nChanged 44639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -8819480.000000 Penalty: 3718.911133
	Iteration 1F: 3 clusters Score -8819480 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -8820654.000000 Penalty: 3718.911133
	Iteration 2Q: 3 clusters Score -8820654 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8822573.000000 Penalty: 3718.911133
	Iteration 3Q: 3 clusters Score -8822573 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -8825933.000000 Penalty: 3718.911133
	Iteration 4F: 3 clusters Score -8825933 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -8831766.000000 Penalty: 3718.911133
	Iteration 5F: 3 clusters Score -8831766 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -8840142.000000 Penalty: 3718.911133
	Iteration 6F: 3 clusters Score -8840142 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -8848035.000000 Penalty: 3718.911133
	Iteration 7F: 3 clusters Score -8848035 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8852273.000000 Penalty: 3718.911133
	Iteration 8Q: 3 clusters Score -8852273 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8853633.000000 Penalty: 3718.911133
	Iteration 9Q: 3 clusters Score -8853633 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8853915.000000 Penalty: 3718.911133
	Iteration 10Q: 3 clusters Score -8853915 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8853999.000000 Penalty: 3718.911133
	Iteration 11Q: 3 clusters Score -8853999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8854035.000000 Penalty: 3718.911133
	Iteration 12Q: 3 clusters Score -8854035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8854057.000000 Penalty: 3718.911133
	Iteration 13Q: 3 clusters Score -8854057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93058 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8854067.000000 Penalty: 3718.911133
	Iteration 14Q: 3 clusters Score -8854067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8854076.000000 Penalty: 3718.911133
	Iteration 15Q: 3 clusters Score -8854076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8854069.000000 Penalty: 3718.911133
	Iteration 16Q: 3 clusters Score -8854069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8854089.000000 Penalty: 3718.911133
	Iteration 17Q: 3 clusters Score -8854089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8854089.000000 Penalty: 3718.911133
	Iteration 18Q: 3 clusters Score -8854089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8854093.000000 Penalty: 3718.911133
	Iteration 19Q: 3 clusters Score -8854093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8854093.000000 Penalty: 3718.911133
	Iteration 20F: 3 clusters Score -8854093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8854098.000000 Penalty: 3718.911133
	Iteration 21Q: 3 clusters Score -8854098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8854103.000000 Penalty: 3718.911133
	Iteration 22Q: 3 clusters Score -8854103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8854098.000000 Penalty: 3718.911133
	Iteration 23Q: 3 clusters Score -8854098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8854096.000000 Penalty: 3718.911133
	Iteration 24Q: 3 clusters Score -8854096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8854107.000000 Penalty: 3718.911133
	Iteration 25Q: 3 clusters Score -8854107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8854113.000000 Penalty: 3718.911133
	Iteration 26Q: 3 clusters Score -8854113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8854114.000000 Penalty: 3718.911133
	Iteration 27Q: 3 clusters Score -8854114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8854114.000000 Penalty: 3718.911133
	Iteration 28F: 3 clusters Score -8854114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -8124.375977 Penalty: 772.458374
	Iteration 0F: 2 clusters Score -8124.376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7512.799316 Penalty: 1544.916748
	Iteration 0F: 3 clusters Score -7512.799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7530.297363 Penalty: 1544.916748
	Iteration 1Q: 3 clusters Score -7530.297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7537.346680 Penalty: 1544.916748
	Iteration 2Q: 3 clusters Score -7537.347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7553.543945 Penalty: 1544.916748
	Iteration 3Q: 3 clusters Score -7553.544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7556.492676 Penalty: 1544.916748
	Iteration 4Q: 3 clusters Score -7556.493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7556.492676 Penalty: 1544.916748
	Iteration 5F: 3 clusters Score -7556.493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -65221.828125 Penalty: 1079.404053
	Iteration 0F: 2 clusters Score -65221.83 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 385 members 
Entering Unmasked Estep 
Score: -63943.871094 Penalty: 2158.808105
	Iteration 0F: 3 clusters Score -63943.87 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64141.351562 Penalty: 2158.808105
	Iteration 1F: 3 clusters Score -64141.35 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64201.000000 Penalty: 2158.808105
	Iteration 2F: 3 clusters Score -64201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -64234.464844 Penalty: 2158.808105
	Iteration 3Q: 3 clusters Score -64234.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -64256.449219 Penalty: 2158.808105
	Iteration 4Q: 3 clusters Score -64256.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64272.441406 Penalty: 2158.808105
	Iteration 5Q: 3 clusters Score -64272.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64288.382812 Penalty: 2158.808105
	Iteration 6Q: 3 clusters Score -64288.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64294.324219 Penalty: 2158.808105
	Iteration 7Q: 3 clusters Score -64294.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -64300.386719 Penalty: 2158.808105
	Iteration 8Q: 3 clusters Score -64300.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64304.250000 Penalty: 2158.808105
	Iteration 9Q: 3 clusters Score -64304.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64306.007812 Penalty: 2158.808105
	Iteration 10Q: 3 clusters Score -64306.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64308.375000 Penalty: 2158.808105
	Iteration 11Q: 3 clusters Score -64308.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64309.656250 Penalty: 2158.808105
	Iteration 12Q: 3 clusters Score -64309.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64310.687500 Penalty: 2158.808105
	Iteration 13Q: 3 clusters Score -64310.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64312.171875 Penalty: 2158.808105
	Iteration 14Q: 3 clusters Score -64312.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -64313.066406 Penalty: 2158.808105
	Iteration 15Q: 3 clusters Score -64313.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64314.085938 Penalty: 2158.808105
	Iteration 16Q: 3 clusters Score -64314.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64314.085938 Penalty: 2158.808105
	Iteration 17F: 3 clusters Score -64314.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14218 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 39975 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 65086 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 188710 members 
Mstep: Class 15 contains 38381 members 
Mstep: Class 16 contains 8910 members 
Mstep: Class 17 contains 42045 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 204561 members 
Mstep: Class 20 contains 93228 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440556.000000 Penalty: 48245.828125
Iteration 239Q: 23 clusters Score -6.644056e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4715 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 40066 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 65244 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 2135 members 
Mstep: Class 14 contains 188653 members 
Mstep: Class 15 contains 38616 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 42443 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 203435 members 
Mstep: Class 20 contains 93605 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 240F: 23 clusters Score -6.644067e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40145 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 65382 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11505 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 188579 members 
Mstep: Class 15 contains 38837 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 42848 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 202380 members 
Mstep: Class 20 contains 93966 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 241Q: 23 clusters Score -6.644073e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 7182 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 65517 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11491 members 
Mstep: Class 13 contains 2127 members 
Mstep: Class 14 contains 188503 members 
Mstep: Class 15 contains 39010 members 
Mstep: Class 16 contains 8911 members 
Mstep: Class 17 contains 43237 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 201460 members 
Mstep: Class 20 contains 94250 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 242Q: 23 clusters Score -6.644072e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 40274 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 65637 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 188488 members 
Mstep: Class 15 contains 39182 members 
Mstep: Class 16 contains 8914 members 
Mstep: Class 17 contains 43592 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 200506 members 
Mstep: Class 20 contains 94563 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 243Q: 23 clusters Score -6.644085e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 7076 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4724 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 40349 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 65746 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11474 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 188448 members 
Mstep: Class 15 contains 39343 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 199652 members 
Mstep: Class 20 contains 94832 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 244Q: 23 clusters Score -6.644099e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14280 members 
Mstep: Class 3 contains 7015 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 40403 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 65826 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11468 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 188354 members 
Mstep: Class 15 contains 39489 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 44215 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 199001 members 
Mstep: Class 20 contains 95070 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 245Q: 23 clusters Score -6.644109e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 6968 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4733 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 40458 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 65903 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11460 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 188248 members 
Mstep: Class 15 contains 39615 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 17 contains 44456 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 198480 members 
Mstep: Class 20 contains 95247 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 246Q: 23 clusters Score -6.644138e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14309 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4738 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 40500 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 65970 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11447 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 188137 members 
Mstep: Class 15 contains 39713 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 17 contains 44687 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 198026 members 
Mstep: Class 20 contains 95425 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 247Q: 23 clusters Score -6.644137e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 6857 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 40546 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66008 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 188050 members 
Mstep: Class 15 contains 39814 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 44889 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 197646 members 
Mstep: Class 20 contains 95555 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 248Q: 23 clusters Score -6.644148e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 40585 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66034 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11434 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 187954 members 
Mstep: Class 15 contains 39895 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 17 contains 45082 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 197330 members 
Mstep: Class 20 contains 95681 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 249Q: 23 clusters Score -6.644148e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 6757 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40610 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66060 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11421 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 187882 members 
Mstep: Class 15 contains 39959 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 17 contains 45265 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 197054 members 
Mstep: Class 20 contains 95793 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 250Q: 23 clusters Score -6.644158e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4751 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40639 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66079 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11415 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 187827 members 
Mstep: Class 15 contains 40025 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 17 contains 45457 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 196758 members 
Mstep: Class 20 contains 95888 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 251Q: 23 clusters Score -6.644152e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4753 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66103 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11408 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 187752 members 
Mstep: Class 15 contains 40092 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 17 contains 45633 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 196488 members 
Mstep: Class 20 contains 95979 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 252Q: 23 clusters Score -6.644151e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40700 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66125 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 187701 members 
Mstep: Class 15 contains 40143 members 
Mstep: Class 16 contains 8926 members 
Mstep: Class 17 contains 45792 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 196237 members 
Mstep: Class 20 contains 96055 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 253Q: 23 clusters Score -6.64415e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 6603 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4758 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40723 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66144 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11381 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 187630 members 
Mstep: Class 15 contains 40202 members 
Mstep: Class 16 contains 8928 members 
Mstep: Class 17 contains 45953 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 195996 members 
Mstep: Class 20 contains 96137 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
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Iteration 254Q: 23 clusters Score -6.644149e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14383 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4760 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66163 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11368 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 187574 members 
Mstep: Class 15 contains 40262 members 
Mstep: Class 16 contains 8929 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 195744 members 
Mstep: Class 20 contains 96232 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 255Q: 23 clusters Score -6.644152e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4764 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66182 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11352 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 187530 members 
Mstep: Class 15 contains 40331 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 46237 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 195489 members 
Mstep: Class 20 contains 96329 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 256Q: 23 clusters Score -6.644161e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 4768 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40757 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66207 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11328 members 
Mstep: Class 13 contains 2045 members 
Mstep: Class 14 contains 187460 members 
Mstep: Class 15 contains 40381 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 46353 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 195310 members 
Mstep: Class 20 contains 96409 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 257Q: 23 clusters Score -6.644159e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14411 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40772 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66228 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11315 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 187383 members 
Mstep: Class 15 contains 40433 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 46464 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 195150 members 
Mstep: Class 20 contains 96461 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 258Q: 23 clusters Score -6.644166e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14415 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 4774 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40784 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66251 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11311 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 187298 members 
Mstep: Class 15 contains 40477 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 46553 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 195034 members 
Mstep: Class 20 contains 96514 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 259Q: 23 clusters Score -6.644174e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14421 members 
Mstep: Class 3 contains 6491 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 4776 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40794 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66278 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11308 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 187210 members 
Mstep: Class 15 contains 40531 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 46641 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194903 members 
Mstep: Class 20 contains 96572 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 260F: 23 clusters Score -6.644188e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14436 members 
Mstep: Class 3 contains 6482 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4777 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40795 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66312 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11296 members 
Mstep: Class 13 contains 2021 members 
Mstep: Class 14 contains 187133 members 
Mstep: Class 15 contains 40579 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 46735 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194757 members 
Mstep: Class 20 contains 96630 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 261Q: 23 clusters Score -6.644188e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14459 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40796 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66334 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 187087 members 
Mstep: Class 15 contains 40613 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 46820 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194616 members 
Mstep: Class 20 contains 96692 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 262Q: 23 clusters Score -6.644183e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 6456 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40801 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66350 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11258 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 187038 members 
Mstep: Class 15 contains 40650 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 46910 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194500 members 
Mstep: Class 20 contains 96727 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 263Q: 23 clusters Score -6.644191e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14495 members 
Mstep: Class 3 contains 6445 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40801 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66362 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11244 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 186987 members 
Mstep: Class 15 contains 40669 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 46984 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194424 members 
Mstep: Class 20 contains 96759 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 264Q: 23 clusters Score -6.64419e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14515 members 
Mstep: Class 3 contains 6431 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40800 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66376 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11228 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 186938 members 
Mstep: Class 15 contains 40698 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47063 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194347 members 
Mstep: Class 20 contains 96781 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
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Iteration 265Q: 23 clusters Score -6.644194e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14530 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40806 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66393 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11213 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 186901 members 
Mstep: Class 15 contains 40735 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47126 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194257 members 
Mstep: Class 20 contains 96800 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66441976.000000 Penalty: 48245.828125
Iteration 266Q: 23 clusters Score -6.644198e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14538 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40806 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66408 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11208 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 186874 members 
Mstep: Class 15 contains 40760 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47194 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194182 members 
Mstep: Class 20 contains 96808 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66441892.000000 Penalty: 48245.828125
Iteration 267Q: 23 clusters Score -6.644189e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14558 members 
Mstep: Class 3 contains 6382 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40809 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66424 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 186832 members 
Mstep: Class 15 contains 40783 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47275 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194100 members 
Mstep: Class 20 contains 96833 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66441936.000000 Penalty: 48245.828125
Iteration 268Q: 23 clusters Score -6.644194e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14577 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66440 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11176 members 
Mstep: Class 13 contains 1973 members 
Mstep: Class 14 contains 186788 members 
Mstep: Class 15 contains 40798 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47352 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 194032 members 
Mstep: Class 20 contains 96861 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442016.000000 Penalty: 48245.828125
Iteration 269Q: 23 clusters Score -6.644202e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 6319 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40817 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66453 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11159 members 
Mstep: Class 13 contains 1970 members 
Mstep: Class 14 contains 186748 members 
Mstep: Class 15 contains 40819 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 47428 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193971 members 
Mstep: Class 20 contains 96878 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442100.000000 Penalty: 48245.828125
Iteration 270Q: 23 clusters Score -6.64421e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14605 members 
Mstep: Class 3 contains 6294 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40828 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66463 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11142 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 186712 members 
Mstep: Class 15 contains 40842 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193920 members 
Mstep: Class 20 contains 96888 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442052.000000 Penalty: 48245.828125
Iteration 271Q: 23 clusters Score -6.644205e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14621 members 
Mstep: Class 3 contains 6274 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40843 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66478 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11114 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 186679 members 
Mstep: Class 15 contains 40875 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47569 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193832 members 
Mstep: Class 20 contains 96906 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442064.000000 Penalty: 48245.828125
Iteration 272Q: 23 clusters Score -6.644206e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14631 members 
Mstep: Class 3 contains 6261 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40851 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66489 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 186630 members 
Mstep: Class 15 contains 40900 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47647 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193764 members 
Mstep: Class 20 contains 96924 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442152.000000 Penalty: 48245.828125
Iteration 273Q: 23 clusters Score -6.644215e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14645 members 
Mstep: Class 3 contains 6243 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4801 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 40857 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66494 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11081 members 
Mstep: Class 13 contains 1956 members 
Mstep: Class 14 contains 186603 members 
Mstep: Class 15 contains 40920 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47709 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193696 members 
Mstep: Class 20 contains 96950 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442148.000000 Penalty: 48245.828125
Iteration 274Q: 23 clusters Score -6.644215e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14650 members 
Mstep: Class 3 contains 6222 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4801 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 40864 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66500 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11075 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 186579 members 
Mstep: Class 15 contains 40939 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47775 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193627 members 
Mstep: Class 20 contains 96969 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442232.000000 Penalty: 48245.828125
Iteration 275Q: 23 clusters Score -6.644223e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 6213 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4801 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 40868 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66509 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11061 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 14 contains 186573 members 
Mstep: Class 15 contains 40951 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47837 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193558 members 
Mstep: Class 20 contains 96975 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442364.000000 Penalty: 48245.828125
Iteration 276Q: 23 clusters Score -6.644236e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14666 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 40871 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66515 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11050 members 
Mstep: Class 13 contains 1943 members 
Mstep: Class 14 contains 186563 members 
Mstep: Class 15 contains 40956 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 47917 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193477 members 
Mstep: Class 20 contains 96994 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442428.000000 Penalty: 48245.828125
Iteration 277Q: 23 clusters Score -6.644243e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14674 members 
Mstep: Class 3 contains 6186 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 40877 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66526 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11045 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 14 contains 186549 members 
Mstep: Class 15 contains 40971 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48002 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193369 members 
Mstep: Class 20 contains 97014 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442524.000000 Penalty: 48245.828125
Iteration 278Q: 23 clusters Score -6.644252e+07 nChanged 282
Entering ConstructFrom: 
Score: -66442524.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -18952.703125 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -18952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18119.464844 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -18119.46 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18285.978516 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -18285.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18335.951172 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -18335.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18392.599609 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -18392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18422.490234 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -18422.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18432.099609 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -18432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18433.847656 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -18433.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18433.847656 Penalty: 1903.828247
	Iteration 7F: 3 clusters Score -18433.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Entering Unmasked Estep 
Score: -1283410.375000 Penalty: 1559.075317
	Iteration 0F: 2 clusters Score -1283410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1273245.625000 Penalty: 3118.150635
	Iteration 0F: 3 clusters Score -1273246 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1276785.625000 Penalty: 3118.150635
	Iteration 1F: 3 clusters Score -1276786 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1277227.375000 Penalty: 3118.150635
	Iteration 2F: 3 clusters Score -1277227 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1277691.500000 Penalty: 3118.150635
	Iteration 3F: 3 clusters Score -1277692 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1278207.625000 Penalty: 3118.150635
	Iteration 4F: 3 clusters Score -1278208 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1278844.125000 Penalty: 3118.150635
	Iteration 5F: 3 clusters Score -1278844 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1279504.250000 Penalty: 3118.150635
	Iteration 6F: 3 clusters Score -1279504 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1280182.875000 Penalty: 3118.150635
	Iteration 7F: 3 clusters Score -1280183 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1280763.625000 Penalty: 3118.150635
	Iteration 8Q: 3 clusters Score -1280764 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1281265.500000 Penalty: 3118.150635
	Iteration 9Q: 3 clusters Score -1281266 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1281616.750000 Penalty: 3118.150635
	Iteration 10Q: 3 clusters Score -1281617 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1281830.250000 Penalty: 3118.150635
	Iteration 11Q: 3 clusters Score -1281830 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1281966.000000 Penalty: 3118.150635
	Iteration 12Q: 3 clusters Score -1281966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1282037.000000 Penalty: 3118.150635
	Iteration 13Q: 3 clusters Score -1282037 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1282097.750000 Penalty: 3118.150635
	Iteration 14Q: 3 clusters Score -1282098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1282130.250000 Penalty: 3118.150635
	Iteration 15Q: 3 clusters Score -1282130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1282164.750000 Penalty: 3118.150635
	Iteration 16Q: 3 clusters Score -1282165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1282195.000000 Penalty: 3118.150635
	Iteration 17Q: 3 clusters Score -1282195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1282230.125000 Penalty: 3118.150635
	Iteration 18Q: 3 clusters Score -1282230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1282253.750000 Penalty: 3118.150635
	Iteration 19Q: 3 clusters Score -1282254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1282268.625000 Penalty: 3118.150635
	Iteration 20F: 3 clusters Score -1282269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1282285.625000 Penalty: 3118.150635
	Iteration 21Q: 3 clusters Score -1282286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1282301.625000 Penalty: 3118.150635
	Iteration 22Q: 3 clusters Score -1282302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1282310.125000 Penalty: 3118.150635
	Iteration 23Q: 3 clusters Score -1282310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1282314.250000 Penalty: 3118.150635
	Iteration 24Q: 3 clusters Score -1282314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1282315.500000 Penalty: 3118.150635
	Iteration 25Q: 3 clusters Score -1282316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1282316.375000 Penalty: 3118.150635
	Iteration 26Q: 3 clusters Score -1282316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1282319.875000 Penalty: 3118.150635
	Iteration 27Q: 3 clusters Score -1282320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1282324.500000 Penalty: 3118.150635
	Iteration 28Q: 3 clusters Score -1282324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1282330.125000 Penalty: 3118.150635
	Iteration 29Q: 3 clusters Score -1282330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1282330.875000 Penalty: 3118.150635
	Iteration 30Q: 3 clusters Score -1282331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1282334.375000 Penalty: 3118.150635
	Iteration 31Q: 3 clusters Score -1282334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1282336.625000 Penalty: 3118.150635
	Iteration 32Q: 3 clusters Score -1282337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1282341.500000 Penalty: 3118.150635
	Iteration 33Q: 3 clusters Score -1282342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1282341.375000 Penalty: 3118.150635
	Iteration 34Q: 3 clusters Score -1282341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1282341.375000 Penalty: 3118.150635
	Iteration 35F: 3 clusters Score -1282341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Entering Unmasked Estep 
Score: -568707.375000 Penalty: 1418.369263
	Iteration 0F: 2 clusters Score -568707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -563997.562500 Penalty: 2836.738525
	Iteration 0F: 3 clusters Score -563997.6 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -565294.687500 Penalty: 2836.738525
	Iteration 1F: 3 clusters Score -565294.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -565468.687500 Penalty: 2836.738525
	Iteration 2F: 3 clusters Score -565468.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -565570.562500 Penalty: 2836.738525
	Iteration 3Q: 3 clusters Score -565570.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -565649.312500 Penalty: 2836.738525
	Iteration 4Q: 3 clusters Score -565649.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -565719.312500 Penalty: 2836.738525
	Iteration 5Q: 3 clusters Score -565719.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -565780.187500 Penalty: 2836.738525
	Iteration 6Q: 3 clusters Score -565780.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -565817.812500 Penalty: 2836.738525
	Iteration 7Q: 3 clusters Score -565817.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -565846.500000 Penalty: 2836.738525
	Iteration 8Q: 3 clusters Score -565846.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -565868.562500 Penalty: 2836.738525
	Iteration 9Q: 3 clusters Score -565868.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -565896.500000 Penalty: 2836.738525
	Iteration 10Q: 3 clusters Score -565896.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -565925.687500 Penalty: 2836.738525
	Iteration 11Q: 3 clusters Score -565925.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -565963.312500 Penalty: 2836.738525
	Iteration 12Q: 3 clusters Score -565963.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -566019.312500 Penalty: 2836.738525
	Iteration 13Q: 3 clusters Score -566019.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -566088.312500 Penalty: 2836.738525
	Iteration 14Q: 3 clusters Score -566088.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -566156.500000 Penalty: 2836.738525
	Iteration 15Q: 3 clusters Score -566156.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -566226.187500 Penalty: 2836.738525
	Iteration 16Q: 3 clusters Score -566226.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -566310.812500 Penalty: 2836.738525
	Iteration 17Q: 3 clusters Score -566310.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -566416.875000 Penalty: 2836.738525
	Iteration 18Q: 3 clusters Score -566416.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -566532.000000 Penalty: 2836.738525
	Iteration 19Q: 3 clusters Score -566532 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -566660.250000 Penalty: 2836.738525
	Iteration 20F: 3 clusters Score -566660.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -566789.500000 Penalty: 2836.738525
	Iteration 21Q: 3 clusters Score -566789.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -566921.687500 Penalty: 2836.738525
	Iteration 22Q: 3 clusters Score -566921.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -567029.500000 Penalty: 2836.738525
	Iteration 23Q: 3 clusters Score -567029.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -567127.000000 Penalty: 2836.738525
	Iteration 24Q: 3 clusters Score -567127 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -567235.625000 Penalty: 2836.738525
	Iteration 25Q: 3 clusters Score -567235.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -567307.937500 Penalty: 2836.738525
	Iteration 26Q: 3 clusters Score -567307.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -567364.437500 Penalty: 2836.738525
	Iteration 27Q: 3 clusters Score -567364.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -567399.875000 Penalty: 2836.738525
	Iteration 28Q: 3 clusters Score -567399.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -567424.562500 Penalty: 2836.738525
	Iteration 29Q: 3 clusters Score -567424.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -567449.125000 Penalty: 2836.738525
	Iteration 30Q: 3 clusters Score -567449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -567457.937500 Penalty: 2836.738525
	Iteration 31Q: 3 clusters Score -567457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -567460.937500 Penalty: 2836.738525
	Iteration 32Q: 3 clusters Score -567460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -567464.687500 Penalty: 2836.738525
	Iteration 33Q: 3 clusters Score -567464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -567464.750000 Penalty: 2836.738525
	Iteration 34Q: 3 clusters Score -567464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -567468.187500 Penalty: 2836.738525
	Iteration 35Q: 3 clusters Score -567468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -567469.750000 Penalty: 2836.738525
	Iteration 36Q: 3 clusters Score -567469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -567470.812500 Penalty: 2836.738525
	Iteration 37Q: 3 clusters Score -567470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -567470.562500 Penalty: 2836.738525
	Iteration 38Q: 3 clusters Score -567470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -567470.562500 Penalty: 2836.738525
	Iteration 39Q: 3 clusters Score -567470.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -567470.562500 Penalty: 2836.738525
	Iteration 40F: 3 clusters Score -567470.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18202.966797 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18202.97 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 188 members 
Entering Unmasked Estep 
Score: -17362.791016 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17362.79 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17697.906250 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17697.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17870.632812 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17870.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17987.664062 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -17987.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18031.601562 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -18031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18055.074219 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -18055.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18114.718750 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -18114.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18124.072266 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -18124.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18125.732422 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -18125.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18125.732422 Penalty: 1927.979736
	Iteration 9F: 3 clusters Score -18125.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -49248.367188 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -49248.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48124.402344 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -48124.4 nChanged 162
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: -48330.894531 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -48330.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48411.945312 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -48411.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48450.269531 Penalty: 2074.090088
	Iteration 3Q: 3 clusters Score -48450.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48481.382812 Penalty: 2074.090088
	Iteration 4Q: 3 clusters Score -48481.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48533.710938 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -48533.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48562.246094 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -48562.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48572.601562 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -48572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48585.218750 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -48585.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48593.246094 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -48593.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48601.828125 Penalty: 2074.090088
	Iteration 10Q: 3 clusters Score -48601.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48605.914062 Penalty: 2074.090088
	Iteration 11Q: 3 clusters Score -48605.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48608.957031 Penalty: 2074.090088
	Iteration 12Q: 3 clusters Score -48608.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48611.328125 Penalty: 2074.090088
	Iteration 13Q: 3 clusters Score -48611.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48614.722656 Penalty: 2074.090088
	Iteration 14Q: 3 clusters Score -48614.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48614.722656 Penalty: 2074.090088
	Iteration 15F: 3 clusters Score -48614.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -432500.031250 Penalty: 1377.579468
	Iteration 0F: 2 clusters Score -432500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -428670.468750 Penalty: 2755.158936
	Iteration 0F: 3 clusters Score -428670.5 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -429693.812500 Penalty: 2755.158936
	Iteration 1F: 3 clusters Score -429693.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -429848.093750 Penalty: 2755.158936
	Iteration 2F: 3 clusters Score -429848.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -429963.437500 Penalty: 2755.158936
	Iteration 3F: 3 clusters Score -429963.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -430038.000000 Penalty: 2755.158936
	Iteration 4Q: 3 clusters Score -430038 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -430102.968750 Penalty: 2755.158936
	Iteration 5Q: 3 clusters Score -430103 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -430160.312500 Penalty: 2755.158936
	Iteration 6Q: 3 clusters Score -430160.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -430209.468750 Penalty: 2755.158936
	Iteration 7Q: 3 clusters Score -430209.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -430253.937500 Penalty: 2755.158936
	Iteration 8Q: 3 clusters Score -430253.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -430301.531250 Penalty: 2755.158936
	Iteration 9Q: 3 clusters Score -430301.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -430338.281250 Penalty: 2755.158936
	Iteration 10Q: 3 clusters Score -430338.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -430379.656250 Penalty: 2755.158936
	Iteration 11Q: 3 clusters Score -430379.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -430419.656250 Penalty: 2755.158936
	Iteration 12Q: 3 clusters Score -430419.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -430458.125000 Penalty: 2755.158936
	Iteration 13Q: 3 clusters Score -430458.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -430493.250000 Penalty: 2755.158936
	Iteration 14Q: 3 clusters Score -430493.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -430528.500000 Penalty: 2755.158936
	Iteration 15Q: 3 clusters Score -430528.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -430571.843750 Penalty: 2755.158936
	Iteration 16Q: 3 clusters Score -430571.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -430624.093750 Penalty: 2755.158936
	Iteration 17Q: 3 clusters Score -430624.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -430692.906250 Penalty: 2755.158936
	Iteration 18Q: 3 clusters Score -430692.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -430758.968750 Penalty: 2755.158936
	Iteration 19Q: 3 clusters Score -430759 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -430824.687500 Penalty: 2755.158936
	Iteration 20F: 3 clusters Score -430824.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -430903.500000 Penalty: 2755.158936
	Iteration 21Q: 3 clusters Score -430903.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -430966.625000 Penalty: 2755.158936
	Iteration 22Q: 3 clusters Score -430966.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -431015.593750 Penalty: 2755.158936
	Iteration 23Q: 3 clusters Score -431015.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -431060.093750 Penalty: 2755.158936
	Iteration 24Q: 3 clusters Score -431060.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -431100.093750 Penalty: 2755.158936
	Iteration 25Q: 3 clusters Score -431100.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -431128.312500 Penalty: 2755.158936
	Iteration 26Q: 3 clusters Score -431128.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -431147.500000 Penalty: 2755.158936
	Iteration 27Q: 3 clusters Score -431147.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -431169.625000 Penalty: 2755.158936
	Iteration 28Q: 3 clusters Score -431169.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -431184.687500 Penalty: 2755.158936
	Iteration 29Q: 3 clusters Score -431184.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -431198.843750 Penalty: 2755.158936
	Iteration 30Q: 3 clusters Score -431198.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -431220.718750 Penalty: 2755.158936
	Iteration 31Q: 3 clusters Score -431220.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -431244.125000 Penalty: 2755.158936
	Iteration 32Q: 3 clusters Score -431244.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -431263.031250 Penalty: 2755.158936
	Iteration 33Q: 3 clusters Score -431263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -431277.531250 Penalty: 2755.158936
	Iteration 34Q: 3 clusters Score -431277.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -431287.406250 Penalty: 2755.158936
	Iteration 35Q: 3 clusters Score -431287.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -431297.843750 Penalty: 2755.158936
	Iteration 36Q: 3 clusters Score -431297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -431304.125000 Penalty: 2755.158936
	Iteration 37Q: 3 clusters Score -431304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -431311.343750 Penalty: 2755.158936
	Iteration 38Q: 3 clusters Score -431311.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -431319.312500 Penalty: 2755.158936
	Iteration 39Q: 3 clusters Score -431319.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -431324.312500 Penalty: 2755.158936
	Iteration 40F: 3 clusters Score -431324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -431327.281250 Penalty: 2755.158936
	Iteration 41Q: 3 clusters Score -431327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -431329.406250 Penalty: 2755.158936
	Iteration 42Q: 3 clusters Score -431329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -431329.406250 Penalty: 2755.158936
	Iteration 43F: 3 clusters Score -431329.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -53686.085938 Penalty: 1054.989014
	Iteration 0F: 2 clusters Score -53686.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52521.996094 Penalty: 2109.978027
	Iteration 0F: 3 clusters Score -52522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52705.820312 Penalty: 2109.978027
	Iteration 1F: 3 clusters Score -52705.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52782.617188 Penalty: 2109.978027
	Iteration 2F: 3 clusters Score -52782.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52912.687500 Penalty: 2109.978027
	Iteration 3F: 3 clusters Score -52912.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53129.371094 Penalty: 2109.978027
	Iteration 4F: 3 clusters Score -53129.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53384.636719 Penalty: 2109.978027
	Iteration 5F: 3 clusters Score -53384.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53510.375000 Penalty: 2109.978027
	Iteration 6F: 3 clusters Score -53510.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53584.015625 Penalty: 2109.978027
	Iteration 7Q: 3 clusters Score -53584.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -53603.636719 Penalty: 2109.978027
	Iteration 8Q: 3 clusters Score -53603.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53608.097656 Penalty: 2109.978027
	Iteration 9Q: 3 clusters Score -53608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53609.906250 Penalty: 2109.978027
	Iteration 10Q: 3 clusters Score -53609.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53609.906250 Penalty: 2109.978027
	Iteration 11F: 3 clusters Score -53609.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Entering Unmasked Estep 
Score: -3877743.250000 Penalty: 1725.489258
	Iteration 0F: 2 clusters Score -3877743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3850456.500000 Penalty: 3450.978516
	Iteration 0F: 3 clusters Score -3850456 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3861076.250000 Penalty: 3450.978516
	Iteration 1F: 3 clusters Score -3861076 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3861591.500000 Penalty: 3450.978516
	Iteration 2Q: 3 clusters Score -3861592 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3862113.250000 Penalty: 3450.978516
	Iteration 3Q: 3 clusters Score -3862113 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3862781.250000 Penalty: 3450.978516
	Iteration 4Q: 3 clusters Score -3862781 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3863640.750000 Penalty: 3450.978516
	Iteration 5Q: 3 clusters Score -3863641 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3864681.500000 Penalty: 3450.978516
	Iteration 6Q: 3 clusters Score -3864682 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3866000.500000 Penalty: 3450.978516
	Iteration 7F: 3 clusters Score -3866000 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3867555.500000 Penalty: 3450.978516
	Iteration 8F: 3 clusters Score -3867556 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3869146.500000 Penalty: 3450.978516
	Iteration 9F: 3 clusters Score -3869146 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3870565.750000 Penalty: 3450.978516
	Iteration 10F: 3 clusters Score -3870566 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3871443.000000 Penalty: 3450.978516
	Iteration 11Q: 3 clusters Score -3871443 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3871960.250000 Penalty: 3450.978516
	Iteration 12Q: 3 clusters Score -3871960 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3872229.500000 Penalty: 3450.978516
	Iteration 13Q: 3 clusters Score -3872230 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3872390.250000 Penalty: 3450.978516
	Iteration 14Q: 3 clusters Score -3872390 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3872569.000000 Penalty: 3450.978516
	Iteration 15Q: 3 clusters Score -3872569 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -3872708.000000 Penalty: 3450.978516
	Iteration 16Q: 3 clusters Score -3872708 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3872816.000000 Penalty: 3450.978516
	Iteration 17Q: 3 clusters Score -3872816 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -3872914.500000 Penalty: 3450.978516
	Iteration 18Q: 3 clusters Score -3872914 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -3873039.250000 Penalty: 3450.978516
	Iteration 19Q: 3 clusters Score -3873039 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3873184.750000 Penalty: 3450.978516
	Iteration 20F: 3 clusters Score -3873185 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3873314.750000 Penalty: 3450.978516
	Iteration 21Q: 3 clusters Score -3873315 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -3873472.000000 Penalty: 3450.978516
	Iteration 22Q: 3 clusters Score -3873472 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3873618.000000 Penalty: 3450.978516
	Iteration 23Q: 3 clusters Score -3873618 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -3873762.500000 Penalty: 3450.978516
	Iteration 24Q: 3 clusters Score -3873762 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -3873915.500000 Penalty: 3450.978516
	Iteration 25Q: 3 clusters Score -3873916 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -3874083.500000 Penalty: 3450.978516
	Iteration 26Q: 3 clusters Score -3874084 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3874235.250000 Penalty: 3450.978516
	Iteration 27Q: 3 clusters Score -3874235 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -3874400.750000 Penalty: 3450.978516
	Iteration 28Q: 3 clusters Score -3874401 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -3874571.500000 Penalty: 3450.978516
	Iteration 29Q: 3 clusters Score -3874572 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -3874774.000000 Penalty: 3450.978516
	Iteration 30Q: 3 clusters Score -3874774 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -3874973.500000 Penalty: 3450.978516
	Iteration 31Q: 3 clusters Score -3874974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -3875101.000000 Penalty: 3450.978516
	Iteration 32Q: 3 clusters Score -3875101 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -3875231.500000 Penalty: 3450.978516
	Iteration 33Q: 3 clusters Score -3875232 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -3875342.500000 Penalty: 3450.978516
	Iteration 34Q: 3 clusters Score -3875342 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -3875437.250000 Penalty: 3450.978516
	Iteration 35Q: 3 clusters Score -3875437 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -3875499.250000 Penalty: 3450.978516
	Iteration 36Q: 3 clusters Score -3875499 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -3875605.500000 Penalty: 3450.978516
	Iteration 37Q: 3 clusters Score -3875606 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -3875666.250000 Penalty: 3450.978516
	Iteration 38Q: 3 clusters Score -3875666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -3875724.250000 Penalty: 3450.978516
	Iteration 39Q: 3 clusters Score -3875724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3875773.500000 Penalty: 3450.978516
	Iteration 40F: 3 clusters Score -3875774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -3875820.250000 Penalty: 3450.978516
	Iteration 41Q: 3 clusters Score -3875820 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -3875858.750000 Penalty: 3450.978516
	Iteration 42Q: 3 clusters Score -3875859 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -3875884.250000 Penalty: 3450.978516
	Iteration 43Q: 3 clusters Score -3875884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -3875904.500000 Penalty: 3450.978516
	Iteration 44Q: 3 clusters Score -3875904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -3875925.500000 Penalty: 3450.978516
	Iteration 45Q: 3 clusters Score -3875926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -3875950.250000 Penalty: 3450.978516
	Iteration 46Q: 3 clusters Score -3875950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -3875961.250000 Penalty: 3450.978516
	Iteration 47Q: 3 clusters Score -3875961 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -3875990.750000 Penalty: 3450.978516
	Iteration 48Q: 3 clusters Score -3875991 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -3876012.750000 Penalty: 3450.978516
	Iteration 49Q: 3 clusters Score -3876013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -3876026.250000 Penalty: 3450.978516
	Iteration 50Q: 3 clusters Score -3876026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -3876046.500000 Penalty: 3450.978516
	Iteration 51Q: 3 clusters Score -3876046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -3876060.250000 Penalty: 3450.978516
	Iteration 52Q: 3 clusters Score -3876060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -3876070.500000 Penalty: 3450.978516
	Iteration 53Q: 3 clusters Score -3876070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -3876079.500000 Penalty: 3450.978516
	Iteration 54Q: 3 clusters Score -3876080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -3876098.250000 Penalty: 3450.978516
	Iteration 55Q: 3 clusters Score -3876098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -3876096.500000 Penalty: 3450.978516
	Iteration 56Q: 3 clusters Score -3876096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -3876103.000000 Penalty: 3450.978516
	Iteration 57Q: 3 clusters Score -3876103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -3876116.500000 Penalty: 3450.978516
	Iteration 58Q: 3 clusters Score -3876116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -3876122.000000 Penalty: 3450.978516
	Iteration 59Q: 3 clusters Score -3876122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -3876130.250000 Penalty: 3450.978516
	Iteration 60F: 3 clusters Score -3876130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -3876143.750000 Penalty: 3450.978516
	Iteration 61Q: 3 clusters Score -3876144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -3876155.750000 Penalty: 3450.978516
	Iteration 62Q: 3 clusters Score -3876156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -3876157.750000 Penalty: 3450.978516
	Iteration 63Q: 3 clusters Score -3876158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -3876169.000000 Penalty: 3450.978516
	Iteration 64Q: 3 clusters Score -3876169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -3876176.500000 Penalty: 3450.978516
	Iteration 65Q: 3 clusters Score -3876176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -3876184.500000 Penalty: 3450.978516
	Iteration 66Q: 3 clusters Score -3876184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -3876189.250000 Penalty: 3450.978516
	Iteration 67Q: 3 clusters Score -3876189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -3876199.000000 Penalty: 3450.978516
	Iteration 68Q: 3 clusters Score -3876199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -3876198.750000 Penalty: 3450.978516
	Iteration 69Q: 3 clusters Score -3876199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -3876202.250000 Penalty: 3450.978516
	Iteration 70Q: 3 clusters Score -3876202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -3876216.250000 Penalty: 3450.978516
	Iteration 71Q: 3 clusters Score -3876216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -3876219.500000 Penalty: 3450.978516
	Iteration 72Q: 3 clusters Score -3876220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -3876219.750000 Penalty: 3450.978516
	Iteration 73Q: 3 clusters Score -3876220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -3876229.250000 Penalty: 3450.978516
	Iteration 74Q: 3 clusters Score -3876229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -3876227.000000 Penalty: 3450.978516
	Iteration 75Q: 3 clusters Score -3876227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -3876232.750000 Penalty: 3450.978516
	Iteration 76Q: 3 clusters Score -3876233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -3876232.250000 Penalty: 3450.978516
	Iteration 77Q: 3 clusters Score -3876232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -3876241.250000 Penalty: 3450.978516
	Iteration 78Q: 3 clusters Score -3876241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -3876247.500000 Penalty: 3450.978516
	Iteration 79Q: 3 clusters Score -3876248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -3876249.750000 Penalty: 3450.978516
	Iteration 80F: 3 clusters Score -3876250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3876255.250000 Penalty: 3450.978516
	Iteration 81Q: 3 clusters Score -3876255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -3876256.250000 Penalty: 3450.978516
	Iteration 82Q: 3 clusters Score -3876256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -3876259.500000 Penalty: 3450.978516
	Iteration 83Q: 3 clusters Score -3876260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -3876259.750000 Penalty: 3450.978516
	Iteration 84Q: 3 clusters Score -3876260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -3876266.250000 Penalty: 3450.978516
	Iteration 85Q: 3 clusters Score -3876266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -3876265.750000 Penalty: 3450.978516
	Iteration 86Q: 3 clusters Score -3876266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -3876263.000000 Penalty: 3450.978516
	Iteration 87Q: 3 clusters Score -3876263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -3876263.000000 Penalty: 3450.978516
	Iteration 88F: 3 clusters Score -3876263 nChanged 0
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: -38781.625000 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -38781.62 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 264 members 
Entering Unmasked Estep 
Score: -37736.578125 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -37736.58 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38019.781250 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -38019.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38218.414062 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -38218.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38338.109375 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -38338.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38420.785156 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -38420.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38488.062500 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -38488.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38549.976562 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -38549.98 nChanged 17
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: -38605.578125 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -38605.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38645.539062 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -38645.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38681.914062 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -38681.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38706.726562 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -38706.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38716.300781 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -38716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38726.664062 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -38726.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38741.187500 Penalty: 2040.519531
	Iteration 13Q: 3 clusters Score -38741.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38753.546875 Penalty: 2040.519531
	Iteration 14Q: 3 clusters Score -38753.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38755.710938 Penalty: 2040.519531
	Iteration 15Q: 3 clusters Score -38755.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38755.710938 Penalty: 2040.519531
	Iteration 16F: 3 clusters Score -38755.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Entering Unmasked Estep 
Score: -6317673.000000 Penalty: 1804.648438
	Iteration 0F: 2 clusters Score -6317673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -6272994.000000 Penalty: 3609.296875
	Iteration 0F: 3 clusters Score -6272994 nChanged 31618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -6291038.000000 Penalty: 3609.296875
	Iteration 1F: 3 clusters Score -6291038 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -6291664.000000 Penalty: 3609.296875
	Iteration 2Q: 3 clusters Score -6291664 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -6292260.000000 Penalty: 3609.296875
	Iteration 3Q: 3 clusters Score -6292260 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -6293123.500000 Penalty: 3609.296875
	Iteration 4Q: 3 clusters Score -6293124 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -6294317.000000 Penalty: 3609.296875
	Iteration 5Q: 3 clusters Score -6294317 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -6296074.000000 Penalty: 3609.296875
	Iteration 6Q: 3 clusters Score -6296074 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -6298560.000000 Penalty: 3609.296875
	Iteration 7F: 3 clusters Score -6298560 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -6301657.000000 Penalty: 3609.296875
	Iteration 8F: 3 clusters Score -6301657 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -6304934.500000 Penalty: 3609.296875
	Iteration 9F: 3 clusters Score -6304934 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -6307778.500000 Penalty: 3609.296875
	Iteration 10F: 3 clusters Score -6307778 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -6309948.000000 Penalty: 3609.296875
	Iteration 11Q: 3 clusters Score -6309948 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6311531.000000 Penalty: 3609.296875
	Iteration 12Q: 3 clusters Score -6311531 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -6312659.000000 Penalty: 3609.296875
	Iteration 13Q: 3 clusters Score -6312659 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -6313458.500000 Penalty: 3609.296875
	Iteration 14Q: 3 clusters Score -6313458 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -6314116.000000 Penalty: 3609.296875
	Iteration 15Q: 3 clusters Score -6314116 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6314625.500000 Penalty: 3609.296875
	Iteration 16Q: 3 clusters Score -6314626 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6314972.000000 Penalty: 3609.296875
	Iteration 17Q: 3 clusters Score -6314972 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6315201.000000 Penalty: 3609.296875
	Iteration 18Q: 3 clusters Score -6315201 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6315415.000000 Penalty: 3609.296875
	Iteration 19Q: 3 clusters Score -6315415 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6315570.500000 Penalty: 3609.296875
	Iteration 20F: 3 clusters Score -6315570 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6315711.000000 Penalty: 3609.296875
	Iteration 21Q: 3 clusters Score -6315711 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6315817.500000 Penalty: 3609.296875
	Iteration 22Q: 3 clusters Score -6315818 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6315897.500000 Penalty: 3609.296875
	Iteration 23Q: 3 clusters Score -6315898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6315962.000000 Penalty: 3609.296875
	Iteration 24Q: 3 clusters Score -6315962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6316026.000000 Penalty: 3609.296875
	Iteration 25Q: 3 clusters Score -6316026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6316063.000000 Penalty: 3609.296875
	Iteration 26Q: 3 clusters Score -6316063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6316069.000000 Penalty: 3609.296875
	Iteration 27Q: 3 clusters Score -6316069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6316102.500000 Penalty: 3609.296875
	Iteration 28Q: 3 clusters Score -6316102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6316122.500000 Penalty: 3609.296875
	Iteration 29Q: 3 clusters Score -6316122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6316137.500000 Penalty: 3609.296875
	Iteration 30Q: 3 clusters Score -6316138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6316155.000000 Penalty: 3609.296875
	Iteration 31Q: 3 clusters Score -6316155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6316161.000000 Penalty: 3609.296875
	Iteration 32Q: 3 clusters Score -6316161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6316162.000000 Penalty: 3609.296875
	Iteration 33Q: 3 clusters Score -6316162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6316161.500000 Penalty: 3609.296875
	Iteration 34Q: 3 clusters Score -6316162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6316166.500000 Penalty: 3609.296875
	Iteration 35Q: 3 clusters Score -6316166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6316175.500000 Penalty: 3609.296875
	Iteration 36Q: 3 clusters Score -6316176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6316175.000000 Penalty: 3609.296875
	Iteration 37Q: 3 clusters Score -6316175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6316177.000000 Penalty: 3609.296875
	Iteration 38Q: 3 clusters Score -6316177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6316181.000000 Penalty: 3609.296875
	Iteration 39Q: 3 clusters Score -6316181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6316182.000000 Penalty: 3609.296875
	Iteration 40F: 3 clusters Score -6316182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6316187.000000 Penalty: 3609.296875
	Iteration 41Q: 3 clusters Score -6316187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6316184.000000 Penalty: 3609.296875
	Iteration 42Q: 3 clusters Score -6316184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6316182.000000 Penalty: 3609.296875
	Iteration 43Q: 3 clusters Score -6316182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6316187.500000 Penalty: 3609.296875
	Iteration 44Q: 3 clusters Score -6316188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6316193.500000 Penalty: 3609.296875
	Iteration 45Q: 3 clusters Score -6316194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6316196.000000 Penalty: 3609.296875
	Iteration 46Q: 3 clusters Score -6316196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6316202.500000 Penalty: 3609.296875
	Iteration 47Q: 3 clusters Score -6316202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6316202.500000 Penalty: 3609.296875
	Iteration 48F: 3 clusters Score -6316202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -95625.507812 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -95625.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -94139.320312 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -94139.32 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94486.226562 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -94486.23 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -94651.046875 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -94651.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -94843.164062 Penalty: 2295.490723
	Iteration 3F: 3 clusters Score -94843.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -95124.687500 Penalty: 2295.490723
	Iteration 4F: 3 clusters Score -95124.69 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -95443.054688 Penalty: 2295.490723
	Iteration 5F: 3 clusters Score -95443.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -95672.039062 Penalty: 2295.490723
	Iteration 6F: 3 clusters Score -95672.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -95766.242188 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -95766.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -95802.671875 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -95802.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -95815.289062 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -95815.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -95824.351562 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -95824.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -95829.703125 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -95829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -95836.601562 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -95836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -95842.273438 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -95842.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -95850.500000 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -95850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -95853.585938 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -95853.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -95853.585938 Penalty: 2295.490723
	Iteration 16F: 3 clusters Score -95853.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14681 members 
Mstep: Class 3 contains 6176 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 40880 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 186533 members 
Mstep: Class 15 contains 40983 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48069 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193287 members 
Mstep: Class 20 contains 97028 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 701 members 
Entering Unmasked Estep 
Score: -66441780.000000 Penalty: 50438.820312
Splitting cluster 11 changes total score from -66442524.000000 to -66441780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Entering Unmasked Estep 
Score: -1011987.062500 Penalty: 1512.772827
	Iteration 0F: 2 clusters Score -1011987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1004186.562500 Penalty: 3025.545654
	Iteration 0F: 3 clusters Score -1004187 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1006707.812500 Penalty: 3025.545654
	Iteration 1F: 3 clusters Score -1006708 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1006906.062500 Penalty: 3025.545654
	Iteration 2Q: 3 clusters Score -1006906 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1007111.937500 Penalty: 3025.545654
	Iteration 3Q: 3 clusters Score -1007112 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1007355.312500 Penalty: 3025.545654
	Iteration 4Q: 3 clusters Score -1007355 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1007649.750000 Penalty: 3025.545654
	Iteration 5F: 3 clusters Score -1007650 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1008066.812500 Penalty: 3025.545654
	Iteration 6F: 3 clusters Score -1008067 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1008581.562500 Penalty: 3025.545654
	Iteration 7F: 3 clusters Score -1008582 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1009146.250000 Penalty: 3025.545654
	Iteration 8F: 3 clusters Score -1009146 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1009664.875000 Penalty: 3025.545654
	Iteration 9F: 3 clusters Score -1009665 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1010082.187500 Penalty: 3025.545654
	Iteration 10Q: 3 clusters Score -1010082 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1010333.125000 Penalty: 3025.545654
	Iteration 11Q: 3 clusters Score -1010333 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1010467.125000 Penalty: 3025.545654
	Iteration 12Q: 3 clusters Score -1010467 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1010551.875000 Penalty: 3025.545654
	Iteration 13Q: 3 clusters Score -1010552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1010611.062500 Penalty: 3025.545654
	Iteration 14Q: 3 clusters Score -1010611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1010649.750000 Penalty: 3025.545654
	Iteration 15Q: 3 clusters Score -1010650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1010677.500000 Penalty: 3025.545654
	Iteration 16Q: 3 clusters Score -1010678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1010687.062500 Penalty: 3025.545654
	Iteration 17Q: 3 clusters Score -1010687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1010690.000000 Penalty: 3025.545654
	Iteration 18Q: 3 clusters Score -1010690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1010693.375000 Penalty: 3025.545654
	Iteration 19Q: 3 clusters Score -1010693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1010697.687500 Penalty: 3025.545654
	Iteration 20F: 3 clusters Score -1010698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1010701.187500 Penalty: 3025.545654
	Iteration 21Q: 3 clusters Score -1010701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1010703.437500 Penalty: 3025.545654
	Iteration 22Q: 3 clusters Score -1010703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1010706.375000 Penalty: 3025.545654
	Iteration 23Q: 3 clusters Score -1010706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1010706.750000 Penalty: 3025.545654
	Iteration 24Q: 3 clusters Score -1010707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1010706.750000 Penalty: 3025.545654
	Iteration 25F: 3 clusters Score -1010707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -157772.375000 Penalty: 1229.525513
	Iteration 0F: 2 clusters Score -157772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -155727.187500 Penalty: 2459.051025
	Iteration 0F: 3 clusters Score -155727.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -156133.156250 Penalty: 2459.051025
	Iteration 1F: 3 clusters Score -156133.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -156242.312500 Penalty: 2459.051025
	Iteration 2F: 3 clusters Score -156242.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -156315.390625 Penalty: 2459.051025
	Iteration 3F: 3 clusters Score -156315.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -156353.718750 Penalty: 2459.051025
	Iteration 4Q: 3 clusters Score -156353.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156383.140625 Penalty: 2459.051025
	Iteration 5Q: 3 clusters Score -156383.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -156405.578125 Penalty: 2459.051025
	Iteration 6Q: 3 clusters Score -156405.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -156427.437500 Penalty: 2459.051025
	Iteration 7Q: 3 clusters Score -156427.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -156444.875000 Penalty: 2459.051025
	Iteration 8Q: 3 clusters Score -156444.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -156464.625000 Penalty: 2459.051025
	Iteration 9Q: 3 clusters Score -156464.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -156484.500000 Penalty: 2459.051025
	Iteration 10Q: 3 clusters Score -156484.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -156508.031250 Penalty: 2459.051025
	Iteration 11Q: 3 clusters Score -156508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -156527.171875 Penalty: 2459.051025
	Iteration 12Q: 3 clusters Score -156527.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -156546.531250 Penalty: 2459.051025
	Iteration 13Q: 3 clusters Score -156546.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -156560.343750 Penalty: 2459.051025
	Iteration 14Q: 3 clusters Score -156560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -156570.562500 Penalty: 2459.051025
	Iteration 15Q: 3 clusters Score -156570.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -156583.640625 Penalty: 2459.051025
	Iteration 16Q: 3 clusters Score -156583.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -156596.578125 Penalty: 2459.051025
	Iteration 17Q: 3 clusters Score -156596.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -156608.656250 Penalty: 2459.051025
	Iteration 18Q: 3 clusters Score -156608.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156617.656250 Penalty: 2459.051025
	Iteration 19Q: 3 clusters Score -156617.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156622.781250 Penalty: 2459.051025
	Iteration 20F: 3 clusters Score -156622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -156626.687500 Penalty: 2459.051025
	Iteration 21Q: 3 clusters Score -156626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156630.218750 Penalty: 2459.051025
	Iteration 22Q: 3 clusters Score -156630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -156635.453125 Penalty: 2459.051025
	Iteration 23Q: 3 clusters Score -156635.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -156640.750000 Penalty: 2459.051025
	Iteration 24Q: 3 clusters Score -156640.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156648.500000 Penalty: 2459.051025
	Iteration 25Q: 3 clusters Score -156648.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156655.859375 Penalty: 2459.051025
	Iteration 26Q: 3 clusters Score -156655.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -156660.968750 Penalty: 2459.051025
	Iteration 27Q: 3 clusters Score -156661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156663.625000 Penalty: 2459.051025
	Iteration 28Q: 3 clusters Score -156663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -156666.265625 Penalty: 2459.051025
	Iteration 29Q: 3 clusters Score -156666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -156669.140625 Penalty: 2459.051025
	Iteration 30Q: 3 clusters Score -156669.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -156674.687500 Penalty: 2459.051025
	Iteration 31Q: 3 clusters Score -156674.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -156683.890625 Penalty: 2459.051025
	Iteration 32Q: 3 clusters Score -156683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -156689.546875 Penalty: 2459.051025
	Iteration 33Q: 3 clusters Score -156689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -156693.500000 Penalty: 2459.051025
	Iteration 34Q: 3 clusters Score -156693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -156694.078125 Penalty: 2459.051025
	Iteration 35Q: 3 clusters Score -156694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -156695.312500 Penalty: 2459.051025
	Iteration 36Q: 3 clusters Score -156695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -156695.312500 Penalty: 2459.051025
	Iteration 37F: 3 clusters Score -156695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186533 members 
Entering Unmasked Estep 
Score: -17400136.000000 Penalty: 1972.158936
	Iteration 0F: 2 clusters Score -1.740014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -17281230.000000 Penalty: 3944.317871
	Iteration 0F: 3 clusters Score -1.728123e+07 nChanged 90433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -17336254.000000 Penalty: 3944.317871
	Iteration 1F: 3 clusters Score -1.733625e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -17338952.000000 Penalty: 3944.317871
	Iteration 2Q: 3 clusters Score -1.733895e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -17343422.000000 Penalty: 3944.317871
	Iteration 3F: 3 clusters Score -1.734342e+07 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -17350342.000000 Penalty: 3944.317871
	Iteration 4F: 3 clusters Score -1.735034e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -17359368.000000 Penalty: 3944.317871
	Iteration 5F: 3 clusters Score -1.735937e+07 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -17369620.000000 Penalty: 3944.317871
	Iteration 6F: 3 clusters Score -1.736962e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -17378772.000000 Penalty: 3944.317871
	Iteration 7F: 3 clusters Score -1.737877e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -17383186.000000 Penalty: 3944.317871
	Iteration 8F: 3 clusters Score -1.738319e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -17384072.000000 Penalty: 3944.317871
	Iteration 9Q: 3 clusters Score -1.738407e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 115612 members 
Entering Unmasked Estep 
Score: -17384114.000000 Penalty: 3944.317871
	Iteration 10Q: 3 clusters Score -1.738411e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 113002 members 
Entering Unmasked Estep 
Score: -17384276.000000 Penalty: 3944.317871
	Iteration 11Q: 3 clusters Score -1.738428e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -17384158.000000 Penalty: 3944.317871
	Iteration 12Q: 3 clusters Score -1.738416e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 107351 members 
Entering Unmasked Estep 
Score: -17384144.000000 Penalty: 3944.317871
	Iteration 13Q: 3 clusters Score -1.738414e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -17384276.000000 Penalty: 3944.317871
	Iteration 14Q: 3 clusters Score -1.738428e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 101949 members 
Entering Unmasked Estep 
Score: -17384368.000000 Penalty: 3944.317871
	Iteration 15Q: 3 clusters Score -1.738437e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -17384364.000000 Penalty: 3944.317871
	Iteration 16Q: 3 clusters Score -1.738436e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -17384560.000000 Penalty: 3944.317871
	Iteration 17Q: 3 clusters Score -1.738456e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -17384584.000000 Penalty: 3944.317871
	Iteration 18Q: 3 clusters Score -1.738458e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -17384652.000000 Penalty: 3944.317871
	Iteration 19Q: 3 clusters Score -1.738465e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -17384956.000000 Penalty: 3944.317871
	Iteration 20F: 3 clusters Score -1.738496e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -17385168.000000 Penalty: 3944.317871
	Iteration 21Q: 3 clusters Score -1.738517e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100471 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -17385374.000000 Penalty: 3944.317871
	Iteration 22Q: 3 clusters Score -1.738537e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102233 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -17385534.000000 Penalty: 3944.317871
	Iteration 23Q: 3 clusters Score -1.738553e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -17385710.000000 Penalty: 3944.317871
	Iteration 24Q: 3 clusters Score -1.738571e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105470 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -17385888.000000 Penalty: 3944.317871
	Iteration 25Q: 3 clusters Score -1.738589e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -17385968.000000 Penalty: 3944.317871
	Iteration 26Q: 3 clusters Score -1.738597e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -17385994.000000 Penalty: 3944.317871
	Iteration 27Q: 3 clusters Score -1.738599e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109319 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -17386106.000000 Penalty: 3944.317871
	Iteration 28Q: 3 clusters Score -1.738611e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110271 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -17386232.000000 Penalty: 3944.317871
	Iteration 29Q: 3 clusters Score -1.738623e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -17386256.000000 Penalty: 3944.317871
	Iteration 30Q: 3 clusters Score -1.738626e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -17386328.000000 Penalty: 3944.317871
	Iteration 31Q: 3 clusters Score -1.738633e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -17386364.000000 Penalty: 3944.317871
	Iteration 32Q: 3 clusters Score -1.738636e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113042 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -17386458.000000 Penalty: 3944.317871
	Iteration 33Q: 3 clusters Score -1.738646e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113668 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -17386460.000000 Penalty: 3944.317871
	Iteration 34Q: 3 clusters Score -1.738646e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114378 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -17386460.000000 Penalty: 3944.317871
	Iteration 35Q: 3 clusters Score -1.738646e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115164 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -17386484.000000 Penalty: 3944.317871
	Iteration 36Q: 3 clusters Score -1.738648e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116007 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -17386538.000000 Penalty: 3944.317871
	Iteration 37Q: 3 clusters Score -1.738654e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -17386592.000000 Penalty: 3944.317871
	Iteration 38Q: 3 clusters Score -1.738659e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117862 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -17386698.000000 Penalty: 3944.317871
	Iteration 39Q: 3 clusters Score -1.73867e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118934 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -17386776.000000 Penalty: 3944.317871
	Iteration 40F: 3 clusters Score -1.738678e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -17386816.000000 Penalty: 3944.317871
	Iteration 41Q: 3 clusters Score -1.738682e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -17386784.000000 Penalty: 3944.317871
	Iteration 42Q: 3 clusters Score -1.738678e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -17386958.000000 Penalty: 3944.317871
	Iteration 43Q: 3 clusters Score -1.738696e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124489 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -17387124.000000 Penalty: 3944.317871
	Iteration 44Q: 3 clusters Score -1.738712e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126201 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -17387234.000000 Penalty: 3944.317871
	Iteration 45Q: 3 clusters Score -1.738723e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -17387374.000000 Penalty: 3944.317871
	Iteration 46Q: 3 clusters Score -1.738737e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130010 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -17387564.000000 Penalty: 3944.317871
	Iteration 47Q: 3 clusters Score -1.738756e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132106 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -17387820.000000 Penalty: 3944.317871
	Iteration 48Q: 3 clusters Score -1.738782e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -17388120.000000 Penalty: 3944.317871
	Iteration 49Q: 3 clusters Score -1.738812e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -17388340.000000 Penalty: 3944.317871
	Iteration 50Q: 3 clusters Score -1.738834e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139660 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -17388750.000000 Penalty: 3944.317871
	Iteration 51Q: 3 clusters Score -1.738875e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -17389110.000000 Penalty: 3944.317871
	Iteration 52Q: 3 clusters Score -1.738911e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145257 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -17389640.000000 Penalty: 3944.317871
	Iteration 53Q: 3 clusters Score -1.738964e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148276 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -17390338.000000 Penalty: 3944.317871
	Iteration 54Q: 3 clusters Score -1.739034e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -17391354.000000 Penalty: 3944.317871
	Iteration 55Q: 3 clusters Score -1.739135e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154104 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -17392104.000000 Penalty: 3944.317871
	Iteration 56Q: 3 clusters Score -1.73921e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156621 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -17392676.000000 Penalty: 3944.317871
	Iteration 57Q: 3 clusters Score -1.739268e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159043 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -17393212.000000 Penalty: 3944.317871
	Iteration 58Q: 3 clusters Score -1.739321e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161404 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -17393790.000000 Penalty: 3944.317871
	Iteration 59Q: 3 clusters Score -1.739379e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -17394404.000000 Penalty: 3944.317871
	Iteration 60F: 3 clusters Score -1.73944e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165840 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -17394980.000000 Penalty: 3944.317871
	Iteration 61Q: 3 clusters Score -1.739498e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167949 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -17395384.000000 Penalty: 3944.317871
	Iteration 62Q: 3 clusters Score -1.739538e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -17395722.000000 Penalty: 3944.317871
	Iteration 63Q: 3 clusters Score -1.739572e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171942 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -17396006.000000 Penalty: 3944.317871
	Iteration 64Q: 3 clusters Score -1.739601e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173767 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -17396458.000000 Penalty: 3944.317871
	Iteration 65Q: 3 clusters Score -1.739646e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175438 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -17396746.000000 Penalty: 3944.317871
	Iteration 66Q: 3 clusters Score -1.739675e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176974 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -17397116.000000 Penalty: 3944.317871
	Iteration 67Q: 3 clusters Score -1.739712e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178328 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -17397440.000000 Penalty: 3944.317871
	Iteration 68Q: 3 clusters Score -1.739744e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179534 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -17397654.000000 Penalty: 3944.317871
	Iteration 69Q: 3 clusters Score -1.739765e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -17397952.000000 Penalty: 3944.317871
	Iteration 70Q: 3 clusters Score -1.739795e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181477 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -17398098.000000 Penalty: 3944.317871
	Iteration 71Q: 3 clusters Score -1.73981e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182190 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -17398224.000000 Penalty: 3944.317871
	Iteration 72Q: 3 clusters Score -1.739822e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -17398302.000000 Penalty: 3944.317871
	Iteration 73Q: 3 clusters Score -1.73983e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -17398420.000000 Penalty: 3944.317871
	Iteration 74Q: 3 clusters Score -1.739842e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183539 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -17398470.000000 Penalty: 3944.317871
	Iteration 75Q: 3 clusters Score -1.739847e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183846 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -17398518.000000 Penalty: 3944.317871
	Iteration 76Q: 3 clusters Score -1.739852e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184063 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -17398528.000000 Penalty: 3944.317871
	Iteration 77Q: 3 clusters Score -1.739853e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -17398582.000000 Penalty: 3944.317871
	Iteration 78Q: 3 clusters Score -1.739858e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184353 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -17398618.000000 Penalty: 3944.317871
	Iteration 79Q: 3 clusters Score -1.739862e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -17398654.000000 Penalty: 3944.317871
	Iteration 80F: 3 clusters Score -1.739865e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -17398716.000000 Penalty: 3944.317871
	Iteration 81Q: 3 clusters Score -1.739872e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -17398718.000000 Penalty: 3944.317871
	Iteration 82Q: 3 clusters Score -1.739872e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184693 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17398734.000000 Penalty: 3944.317871
	Iteration 83Q: 3 clusters Score -1.739873e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184757 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -17398756.000000 Penalty: 3944.317871
	Iteration 84Q: 3 clusters Score -1.739876e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184808 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -17398756.000000 Penalty: 3944.317871
	Iteration 85Q: 3 clusters Score -1.739876e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184859 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -17398790.000000 Penalty: 3944.317871
	Iteration 86Q: 3 clusters Score -1.739879e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184887 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -17398780.000000 Penalty: 3944.317871
	Iteration 87Q: 3 clusters Score -1.739878e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184927 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -17398790.000000 Penalty: 3944.317871
	Iteration 88Q: 3 clusters Score -1.739879e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17398820.000000 Penalty: 3944.317871
	Iteration 89Q: 3 clusters Score -1.739882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184976 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -17398834.000000 Penalty: 3944.317871
	Iteration 90Q: 3 clusters Score -1.739883e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184999 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -17398828.000000 Penalty: 3944.317871
	Iteration 91Q: 3 clusters Score -1.739883e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185028 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -17398816.000000 Penalty: 3944.317871
	Iteration 92Q: 3 clusters Score -1.739882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185047 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -17398844.000000 Penalty: 3944.317871
	Iteration 93Q: 3 clusters Score -1.739884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185065 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -17398830.000000 Penalty: 3944.317871
	Iteration 94Q: 3 clusters Score -1.739883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185076 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -17398854.000000 Penalty: 3944.317871
	Iteration 95Q: 3 clusters Score -1.739885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185092 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17398854.000000 Penalty: 3944.317871
	Iteration 96Q: 3 clusters Score -1.739885e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185105 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -17398878.000000 Penalty: 3944.317871
	Iteration 97Q: 3 clusters Score -1.739888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185107 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -17398910.000000 Penalty: 3944.317871
	Iteration 98Q: 3 clusters Score -1.739891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185110 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -17398906.000000 Penalty: 3944.317871
	Iteration 99Q: 3 clusters Score -1.739891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185118 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -17398900.000000 Penalty: 3944.317871
	Iteration 100F: 3 clusters Score -1.73989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185129 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -17398892.000000 Penalty: 3944.317871
	Iteration 101Q: 3 clusters Score -1.739889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185136 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -17398888.000000 Penalty: 3944.317871
	Iteration 102Q: 3 clusters Score -1.739889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185144 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -17398890.000000 Penalty: 3944.317871
	Iteration 103Q: 3 clusters Score -1.739889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185152 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -17398896.000000 Penalty: 3944.317871
	Iteration 104Q: 3 clusters Score -1.73989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17398906.000000 Penalty: 3944.317871
	Iteration 105Q: 3 clusters Score -1.739891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -17398898.000000 Penalty: 3944.317871
	Iteration 106Q: 3 clusters Score -1.73989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185158 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -17398906.000000 Penalty: 3944.317871
	Iteration 107Q: 3 clusters Score -1.739891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185164 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17398912.000000 Penalty: 3944.317871
	Iteration 108Q: 3 clusters Score -1.739891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17398908.000000 Penalty: 3944.317871
	Iteration 109Q: 3 clusters Score -1.739891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185167 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -17398922.000000 Penalty: 3944.317871
	Iteration 110Q: 3 clusters Score -1.739892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17398906.000000 Penalty: 3944.317871
	Iteration 111Q: 3 clusters Score -1.739891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185163 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -17398916.000000 Penalty: 3944.317871
	Iteration 112Q: 3 clusters Score -1.739892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185161 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -17398926.000000 Penalty: 3944.317871
	Iteration 113Q: 3 clusters Score -1.739893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185164 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17398922.000000 Penalty: 3944.317871
	Iteration 114Q: 3 clusters Score -1.739892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17398922.000000 Penalty: 3944.317871
	Iteration 115Q: 3 clusters Score -1.739892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185167 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -17398930.000000 Penalty: 3944.317871
	Iteration 116Q: 3 clusters Score -1.739893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17398924.000000 Penalty: 3944.317871
	Iteration 117Q: 3 clusters Score -1.739892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17398924.000000 Penalty: 3944.317871
	Iteration 118F: 3 clusters Score -1.739892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Entering Unmasked Estep 
Score: -3884374.750000 Penalty: 1725.898315
	Iteration 0F: 2 clusters Score -3884375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3856860.000000 Penalty: 3451.796631
	Iteration 0F: 3 clusters Score -3856860 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3867899.000000 Penalty: 3451.796631
	Iteration 1F: 3 clusters Score -3867899 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3868577.250000 Penalty: 3451.796631
	Iteration 2Q: 3 clusters Score -3868577 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3869480.250000 Penalty: 3451.796631
	Iteration 3Q: 3 clusters Score -3869480 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3870709.250000 Penalty: 3451.796631
	Iteration 4F: 3 clusters Score -3870709 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3872286.000000 Penalty: 3451.796631
	Iteration 5F: 3 clusters Score -3872286 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3874199.500000 Penalty: 3451.796631
	Iteration 6F: 3 clusters Score -3874200 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3876002.250000 Penalty: 3451.796631
	Iteration 7F: 3 clusters Score -3876002 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3877296.500000 Penalty: 3451.796631
	Iteration 8F: 3 clusters Score -3877296 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3877985.750000 Penalty: 3451.796631
	Iteration 9Q: 3 clusters Score -3877986 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3878323.750000 Penalty: 3451.796631
	Iteration 10Q: 3 clusters Score -3878324 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3878536.750000 Penalty: 3451.796631
	Iteration 11Q: 3 clusters Score -3878537 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3878676.000000 Penalty: 3451.796631
	Iteration 12Q: 3 clusters Score -3878676 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3878828.500000 Penalty: 3451.796631
	Iteration 13Q: 3 clusters Score -3878828 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3878954.500000 Penalty: 3451.796631
	Iteration 14Q: 3 clusters Score -3878954 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3879111.500000 Penalty: 3451.796631
	Iteration 15Q: 3 clusters Score -3879112 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3879326.500000 Penalty: 3451.796631
	Iteration 16Q: 3 clusters Score -3879326 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3879537.500000 Penalty: 3451.796631
	Iteration 17Q: 3 clusters Score -3879538 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3879775.500000 Penalty: 3451.796631
	Iteration 18Q: 3 clusters Score -3879776 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3880045.500000 Penalty: 3451.796631
	Iteration 19Q: 3 clusters Score -3880046 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3880301.500000 Penalty: 3451.796631
	Iteration 20F: 3 clusters Score -3880302 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3880599.000000 Penalty: 3451.796631
	Iteration 21Q: 3 clusters Score -3880599 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3880926.500000 Penalty: 3451.796631
	Iteration 22Q: 3 clusters Score -3880926 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3881311.750000 Penalty: 3451.796631
	Iteration 23Q: 3 clusters Score -3881312 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3881664.250000 Penalty: 3451.796631
	Iteration 24Q: 3 clusters Score -3881664 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3882011.000000 Penalty: 3451.796631
	Iteration 25Q: 3 clusters Score -3882011 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3882306.750000 Penalty: 3451.796631
	Iteration 26Q: 3 clusters Score -3882307 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3882539.000000 Penalty: 3451.796631
	Iteration 27Q: 3 clusters Score -3882539 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3882706.750000 Penalty: 3451.796631
	Iteration 28Q: 3 clusters Score -3882707 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3882835.750000 Penalty: 3451.796631
	Iteration 29Q: 3 clusters Score -3882836 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3882950.250000 Penalty: 3451.796631
	Iteration 30Q: 3 clusters Score -3882950 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3883039.250000 Penalty: 3451.796631
	Iteration 31Q: 3 clusters Score -3883039 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3883082.500000 Penalty: 3451.796631
	Iteration 32Q: 3 clusters Score -3883082 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3883123.500000 Penalty: 3451.796631
	Iteration 33Q: 3 clusters Score -3883124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3883165.750000 Penalty: 3451.796631
	Iteration 34Q: 3 clusters Score -3883166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3883191.000000 Penalty: 3451.796631
	Iteration 35Q: 3 clusters Score -3883191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3883207.250000 Penalty: 3451.796631
	Iteration 36Q: 3 clusters Score -3883207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3883218.750000 Penalty: 3451.796631
	Iteration 37Q: 3 clusters Score -3883219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3883222.000000 Penalty: 3451.796631
	Iteration 38Q: 3 clusters Score -3883222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3883233.500000 Penalty: 3451.796631
	Iteration 39Q: 3 clusters Score -3883234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3883237.750000 Penalty: 3451.796631
	Iteration 40F: 3 clusters Score -3883238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3883241.000000 Penalty: 3451.796631
	Iteration 41Q: 3 clusters Score -3883241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3883243.500000 Penalty: 3451.796631
	Iteration 42Q: 3 clusters Score -3883244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3883252.250000 Penalty: 3451.796631
	Iteration 43Q: 3 clusters Score -3883252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3883253.750000 Penalty: 3451.796631
	Iteration 44Q: 3 clusters Score -3883254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3883255.250000 Penalty: 3451.796631
	Iteration 45Q: 3 clusters Score -3883255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3883256.250000 Penalty: 3451.796631
	Iteration 46Q: 3 clusters Score -3883256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3883257.750000 Penalty: 3451.796631
	Iteration 47Q: 3 clusters Score -3883258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3883258.000000 Penalty: 3451.796631
	Iteration 48Q: 3 clusters Score -3883258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3883259.250000 Penalty: 3451.796631
	Iteration 49Q: 3 clusters Score -3883259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3883257.000000 Penalty: 3451.796631
	Iteration 50Q: 3 clusters Score -3883257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3883263.250000 Penalty: 3451.796631
	Iteration 51Q: 3 clusters Score -3883263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3883260.500000 Penalty: 3451.796631
	Iteration 52Q: 3 clusters Score -3883260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3883262.500000 Penalty: 3451.796631
	Iteration 53Q: 3 clusters Score -3883262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3883258.750000 Penalty: 3451.796631
	Iteration 54Q: 3 clusters Score -3883259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3883260.750000 Penalty: 3451.796631
	Iteration 55Q: 3 clusters Score -3883261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3883263.250000 Penalty: 3451.796631
	Iteration 56Q: 3 clusters Score -3883263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3883263.250000 Penalty: 3451.796631
	Iteration 57F: 3 clusters Score -3883263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -833806.687500 Penalty: 1478.344971
	Iteration 0F: 2 clusters Score -833806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -827326.750000 Penalty: 2956.689941
	Iteration 0F: 3 clusters Score -827326.8 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -829307.687500 Penalty: 2956.689941
	Iteration 1F: 3 clusters Score -829307.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -829531.000000 Penalty: 2956.689941
	Iteration 2F: 3 clusters Score -829531 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -829690.437500 Penalty: 2956.689941
	Iteration 3Q: 3 clusters Score -829690.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -829855.375000 Penalty: 2956.689941
	Iteration 4Q: 3 clusters Score -829855.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -829996.062500 Penalty: 2956.689941
	Iteration 5Q: 3 clusters Score -829996.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -830136.375000 Penalty: 2956.689941
	Iteration 6Q: 3 clusters Score -830136.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -830294.687500 Penalty: 2956.689941
	Iteration 7Q: 3 clusters Score -830294.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -830502.375000 Penalty: 2956.689941
	Iteration 8Q: 3 clusters Score -830502.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -830758.125000 Penalty: 2956.689941
	Iteration 9Q: 3 clusters Score -830758.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -831094.125000 Penalty: 2956.689941
	Iteration 10F: 3 clusters Score -831094.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -831491.875000 Penalty: 2956.689941
	Iteration 11F: 3 clusters Score -831491.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -831881.000000 Penalty: 2956.689941
	Iteration 12Q: 3 clusters Score -831881 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -832195.000000 Penalty: 2956.689941
	Iteration 13Q: 3 clusters Score -832195 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -832376.000000 Penalty: 2956.689941
	Iteration 14Q: 3 clusters Score -832376 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -832508.187500 Penalty: 2956.689941
	Iteration 15Q: 3 clusters Score -832508.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -832588.562500 Penalty: 2956.689941
	Iteration 16Q: 3 clusters Score -832588.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -832627.500000 Penalty: 2956.689941
	Iteration 17Q: 3 clusters Score -832627.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -832656.812500 Penalty: 2956.689941
	Iteration 18Q: 3 clusters Score -832656.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -832675.875000 Penalty: 2956.689941
	Iteration 19Q: 3 clusters Score -832675.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -832692.000000 Penalty: 2956.689941
	Iteration 20F: 3 clusters Score -832692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -832706.187500 Penalty: 2956.689941
	Iteration 21Q: 3 clusters Score -832706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -832709.500000 Penalty: 2956.689941
	Iteration 22Q: 3 clusters Score -832709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -832712.437500 Penalty: 2956.689941
	Iteration 23Q: 3 clusters Score -832712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -832712.437500 Penalty: 2956.689941
	Iteration 24F: 3 clusters Score -832712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Entering Unmasked Estep 
Score: -4560231.500000 Penalty: 1751.813843
	Iteration 0F: 2 clusters Score -4560232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4527897.000000 Penalty: 3503.627686
	Iteration 0F: 3 clusters Score -4527897 nChanged 22661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4540599.500000 Penalty: 3503.627686
	Iteration 1F: 3 clusters Score -4540600 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4541016.000000 Penalty: 3503.627686
	Iteration 2Q: 3 clusters Score -4541016 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4541448.000000 Penalty: 3503.627686
	Iteration 3Q: 3 clusters Score -4541448 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -4541868.000000 Penalty: 3503.627686
	Iteration 4Q: 3 clusters Score -4541868 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4542358.500000 Penalty: 3503.627686
	Iteration 5Q: 3 clusters Score -4542358 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4543053.000000 Penalty: 3503.627686
	Iteration 6Q: 3 clusters Score -4543053 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4544254.500000 Penalty: 3503.627686
	Iteration 7Q: 3 clusters Score -4544254 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4546071.000000 Penalty: 3503.627686
	Iteration 8F: 3 clusters Score -4546071 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4548777.500000 Penalty: 3503.627686
	Iteration 9F: 3 clusters Score -4548778 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4551983.000000 Penalty: 3503.627686
	Iteration 10F: 3 clusters Score -4551983 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -4554923.500000 Penalty: 3503.627686
	Iteration 11F: 3 clusters Score -4554924 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -4556907.500000 Penalty: 3503.627686
	Iteration 12Q: 3 clusters Score -4556908 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -4557885.500000 Penalty: 3503.627686
	Iteration 13Q: 3 clusters Score -4557886 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -4558284.000000 Penalty: 3503.627686
	Iteration 14Q: 3 clusters Score -4558284 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -4558459.000000 Penalty: 3503.627686
	Iteration 15Q: 3 clusters Score -4558459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -4558530.500000 Penalty: 3503.627686
	Iteration 16Q: 3 clusters Score -4558530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -4558569.500000 Penalty: 3503.627686
	Iteration 17Q: 3 clusters Score -4558570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -4558612.500000 Penalty: 3503.627686
	Iteration 18Q: 3 clusters Score -4558612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -4558640.500000 Penalty: 3503.627686
	Iteration 19Q: 3 clusters Score -4558640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -4558666.500000 Penalty: 3503.627686
	Iteration 20F: 3 clusters Score -4558666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -4558684.500000 Penalty: 3503.627686
	Iteration 21Q: 3 clusters Score -4558684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -4558695.000000 Penalty: 3503.627686
	Iteration 22Q: 3 clusters Score -4558695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -4558693.500000 Penalty: 3503.627686
	Iteration 23Q: 3 clusters Score -4558694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -4558696.000000 Penalty: 3503.627686
	Iteration 24Q: 3 clusters Score -4558696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -4558699.000000 Penalty: 3503.627686
	Iteration 25Q: 3 clusters Score -4558699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -4558701.000000 Penalty: 3503.627686
	Iteration 26Q: 3 clusters Score -4558701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -4558700.500000 Penalty: 3503.627686
	Iteration 27Q: 3 clusters Score -4558700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -4558700.500000 Penalty: 3503.627686
	Iteration 28Q: 3 clusters Score -4558700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -4558704.000000 Penalty: 3503.627686
	Iteration 29Q: 3 clusters Score -4558704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -4558704.000000 Penalty: 3503.627686
	Iteration 30F: 3 clusters Score -4558704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -37862.371094 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -37862.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36803.410156 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -36803.41 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37003.925781 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -37003.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37067.769531 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -37067.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37098.765625 Penalty: 2039.297729
	Iteration 3Q: 3 clusters Score -37098.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37131.382812 Penalty: 2039.297729
	Iteration 4Q: 3 clusters Score -37131.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37192.085938 Penalty: 2039.297729
	Iteration 5Q: 3 clusters Score -37192.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37251.722656 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -37251.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37311.585938 Penalty: 2039.297729
	Iteration 7Q: 3 clusters Score -37311.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37364.847656 Penalty: 2039.297729
	Iteration 8Q: 3 clusters Score -37364.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37474.421875 Penalty: 2039.297729
	Iteration 9Q: 3 clusters Score -37474.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37522.835938 Penalty: 2039.297729
	Iteration 10Q: 3 clusters Score -37522.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37534.226562 Penalty: 2039.297729
	Iteration 11Q: 3 clusters Score -37534.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37539.093750 Penalty: 2039.297729
	Iteration 12Q: 3 clusters Score -37539.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37546.562500 Penalty: 2039.297729
	Iteration 13Q: 3 clusters Score -37546.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37549.957031 Penalty: 2039.297729
	Iteration 14Q: 3 clusters Score -37549.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37550.367188 Penalty: 2039.297729
	Iteration 15Q: 3 clusters Score -37550.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37550.367188 Penalty: 2039.297729
	Iteration 16F: 3 clusters Score -37550.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (193287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193287 members 
Entering Unmasked Estep 
Score: -18007754.000000 Penalty: 1977.938843
	Iteration 0F: 2 clusters Score -1.800775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -17882860.000000 Penalty: 3955.877686
	Iteration 0F: 3 clusters Score -1.788286e+07 nChanged 93547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -17937834.000000 Penalty: 3955.877686
	Iteration 1F: 3 clusters Score -1.793783e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102431 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -17938894.000000 Penalty: 3955.877686
	Iteration 2Q: 3 clusters Score -1.793889e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -17940412.000000 Penalty: 3955.877686
	Iteration 3Q: 3 clusters Score -1.794041e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -17942984.000000 Penalty: 3955.877686
	Iteration 4Q: 3 clusters Score -1.794298e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118332 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -17947380.000000 Penalty: 3955.877686
	Iteration 5Q: 3 clusters Score -1.794738e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -17954992.000000 Penalty: 3955.877686
	Iteration 6F: 3 clusters Score -1.795499e+07 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143396 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -17966638.000000 Penalty: 3955.877686
	Iteration 7F: 3 clusters Score -1.796664e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158881 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -17981412.000000 Penalty: 3955.877686
	Iteration 8F: 3 clusters Score -1.798141e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172013 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -17993150.000000 Penalty: 3955.877686
	Iteration 9F: 3 clusters Score -1.799315e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -17999422.000000 Penalty: 3955.877686
	Iteration 10Q: 3 clusters Score -1.799942e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185354 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -18002610.000000 Penalty: 3955.877686
	Iteration 11Q: 3 clusters Score -1.800261e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188162 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -18004044.000000 Penalty: 3955.877686
	Iteration 12Q: 3 clusters Score -1.800404e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189744 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -18004844.000000 Penalty: 3955.877686
	Iteration 13Q: 3 clusters Score -1.800484e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190708 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -18005352.000000 Penalty: 3955.877686
	Iteration 14Q: 3 clusters Score -1.800535e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191325 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -18005604.000000 Penalty: 3955.877686
	Iteration 15Q: 3 clusters Score -1.80056e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191714 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -18005830.000000 Penalty: 3955.877686
	Iteration 16Q: 3 clusters Score -1.800583e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191966 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -18005912.000000 Penalty: 3955.877686
	Iteration 17Q: 3 clusters Score -1.800591e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192140 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -18006020.000000 Penalty: 3955.877686
	Iteration 18Q: 3 clusters Score -1.800602e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192239 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -18006058.000000 Penalty: 3955.877686
	Iteration 19Q: 3 clusters Score -1.800606e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192315 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -18006104.000000 Penalty: 3955.877686
	Iteration 20F: 3 clusters Score -1.80061e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192365 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18006148.000000 Penalty: 3955.877686
	Iteration 21Q: 3 clusters Score -1.800615e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192415 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -18006140.000000 Penalty: 3955.877686
	Iteration 22Q: 3 clusters Score -1.800614e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192444 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -18006164.000000 Penalty: 3955.877686
	Iteration 23Q: 3 clusters Score -1.800616e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192466 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -18006184.000000 Penalty: 3955.877686
	Iteration 24Q: 3 clusters Score -1.800618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192492 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -18006200.000000 Penalty: 3955.877686
	Iteration 25Q: 3 clusters Score -1.80062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192501 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -18006218.000000 Penalty: 3955.877686
	Iteration 26Q: 3 clusters Score -1.800622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192513 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18006244.000000 Penalty: 3955.877686
	Iteration 27Q: 3 clusters Score -1.800624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192529 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -18006260.000000 Penalty: 3955.877686
	Iteration 28Q: 3 clusters Score -1.800626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192536 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -18006290.000000 Penalty: 3955.877686
	Iteration 29Q: 3 clusters Score -1.800629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192545 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -18006298.000000 Penalty: 3955.877686
	Iteration 30Q: 3 clusters Score -1.80063e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192551 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -18006292.000000 Penalty: 3955.877686
	Iteration 31Q: 3 clusters Score -1.800629e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192559 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -18006316.000000 Penalty: 3955.877686
	Iteration 32Q: 3 clusters Score -1.800632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192565 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18006348.000000 Penalty: 3955.877686
	Iteration 33Q: 3 clusters Score -1.800635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192569 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18006368.000000 Penalty: 3955.877686
	Iteration 34Q: 3 clusters Score -1.800637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192571 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18006428.000000 Penalty: 3955.877686
	Iteration 35Q: 3 clusters Score -1.800643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192555 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18006460.000000 Penalty: 3955.877686
	Iteration 36Q: 3 clusters Score -1.800646e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192557 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -18006478.000000 Penalty: 3955.877686
	Iteration 37Q: 3 clusters Score -1.800648e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192539 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -18006530.000000 Penalty: 3955.877686
	Iteration 38Q: 3 clusters Score -1.800653e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192525 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18006534.000000 Penalty: 3955.877686
	Iteration 39Q: 3 clusters Score -1.800653e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192504 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18006594.000000 Penalty: 3955.877686
	Iteration 40F: 3 clusters Score -1.800659e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192468 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -18006628.000000 Penalty: 3955.877686
	Iteration 41Q: 3 clusters Score -1.800663e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192438 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -18006668.000000 Penalty: 3955.877686
	Iteration 42Q: 3 clusters Score -1.800667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192412 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -18006672.000000 Penalty: 3955.877686
	Iteration 43Q: 3 clusters Score -1.800667e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192383 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18006714.000000 Penalty: 3955.877686
	Iteration 44Q: 3 clusters Score -1.800671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192353 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -18006724.000000 Penalty: 3955.877686
	Iteration 45Q: 3 clusters Score -1.800672e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192311 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18006752.000000 Penalty: 3955.877686
	Iteration 46Q: 3 clusters Score -1.800675e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192257 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18006766.000000 Penalty: 3955.877686
	Iteration 47Q: 3 clusters Score -1.800677e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192208 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18006780.000000 Penalty: 3955.877686
	Iteration 48Q: 3 clusters Score -1.800678e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192165 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18006816.000000 Penalty: 3955.877686
	Iteration 49Q: 3 clusters Score -1.800682e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -18006854.000000 Penalty: 3955.877686
	Iteration 50Q: 3 clusters Score -1.800685e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192061 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -18006896.000000 Penalty: 3955.877686
	Iteration 51Q: 3 clusters Score -1.80069e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192009 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18006962.000000 Penalty: 3955.877686
	Iteration 52Q: 3 clusters Score -1.800696e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191958 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -18006950.000000 Penalty: 3955.877686
	Iteration 53Q: 3 clusters Score -1.800695e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191916 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -18006978.000000 Penalty: 3955.877686
	Iteration 54Q: 3 clusters Score -1.800698e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191872 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -18006982.000000 Penalty: 3955.877686
	Iteration 55Q: 3 clusters Score -1.800698e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191824 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -18007024.000000 Penalty: 3955.877686
	Iteration 56Q: 3 clusters Score -1.800702e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191783 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -18007068.000000 Penalty: 3955.877686
	Iteration 57Q: 3 clusters Score -1.800707e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191742 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -18007084.000000 Penalty: 3955.877686
	Iteration 58Q: 3 clusters Score -1.800708e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191701 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -18007090.000000 Penalty: 3955.877686
	Iteration 59Q: 3 clusters Score -1.800709e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191667 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -18007116.000000 Penalty: 3955.877686
	Iteration 60F: 3 clusters Score -1.800712e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -18007168.000000 Penalty: 3955.877686
	Iteration 61Q: 3 clusters Score -1.800717e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -18007196.000000 Penalty: 3955.877686
	Iteration 62Q: 3 clusters Score -1.80072e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -18007210.000000 Penalty: 3955.877686
	Iteration 63Q: 3 clusters Score -1.800721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191506 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -18007238.000000 Penalty: 3955.877686
	Iteration 64Q: 3 clusters Score -1.800724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191487 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -18007242.000000 Penalty: 3955.877686
	Iteration 65Q: 3 clusters Score -1.800724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191471 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18007232.000000 Penalty: 3955.877686
	Iteration 66Q: 3 clusters Score -1.800723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191460 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -18007244.000000 Penalty: 3955.877686
	Iteration 67Q: 3 clusters Score -1.800724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191452 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -18007250.000000 Penalty: 3955.877686
	Iteration 68Q: 3 clusters Score -1.800725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191443 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18007248.000000 Penalty: 3955.877686
	Iteration 69Q: 3 clusters Score -1.800725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191436 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -18007264.000000 Penalty: 3955.877686
	Iteration 70Q: 3 clusters Score -1.800726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191432 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -18007252.000000 Penalty: 3955.877686
	Iteration 71Q: 3 clusters Score -1.800725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191429 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -18007258.000000 Penalty: 3955.877686
	Iteration 72Q: 3 clusters Score -1.800726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191427 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -18007246.000000 Penalty: 3955.877686
	Iteration 73Q: 3 clusters Score -1.800725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -18007270.000000 Penalty: 3955.877686
	Iteration 74Q: 3 clusters Score -1.800727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191420 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -18007272.000000 Penalty: 3955.877686
	Iteration 75Q: 3 clusters Score -1.800727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191418 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -18007260.000000 Penalty: 3955.877686
	Iteration 76Q: 3 clusters Score -1.800726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -18007258.000000 Penalty: 3955.877686
	Iteration 77Q: 3 clusters Score -1.800726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191416 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -18007264.000000 Penalty: 3955.877686
	Iteration 78Q: 3 clusters Score -1.800726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191416 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -18007264.000000 Penalty: 3955.877686
	Iteration 79F: 3 clusters Score -1.800726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Entering Unmasked Estep 
Score: -9211668.000000 Penalty: 1865.947632
	Iteration 0F: 2 clusters Score -9211668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9146461.000000 Penalty: 3731.895264
	Iteration 0F: 3 clusters Score -9146461 nChanged 46312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -9173638.000000 Penalty: 3731.895264
	Iteration 1F: 3 clusters Score -9173638 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -9175111.000000 Penalty: 3731.895264
	Iteration 2Q: 3 clusters Score -9175111 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -9177497.000000 Penalty: 3731.895264
	Iteration 3F: 3 clusters Score -9177497 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -9181764.000000 Penalty: 3731.895264
	Iteration 4F: 3 clusters Score -9181764 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -9188815.000000 Penalty: 3731.895264
	Iteration 5F: 3 clusters Score -9188815 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -9197497.000000 Penalty: 3731.895264
	Iteration 6F: 3 clusters Score -9197497 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -9204409.000000 Penalty: 3731.895264
	Iteration 7F: 3 clusters Score -9204409 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -9207938.000000 Penalty: 3731.895264
	Iteration 8Q: 3 clusters Score -9207938 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -9209228.000000 Penalty: 3731.895264
	Iteration 9Q: 3 clusters Score -9209228 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -9209726.000000 Penalty: 3731.895264
	Iteration 10Q: 3 clusters Score -9209726 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -9209920.000000 Penalty: 3731.895264
	Iteration 11Q: 3 clusters Score -9209920 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -9210047.000000 Penalty: 3731.895264
	Iteration 12Q: 3 clusters Score -9210047 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -9210107.000000 Penalty: 3731.895264
	Iteration 13Q: 3 clusters Score -9210107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -9210147.000000 Penalty: 3731.895264
	Iteration 14Q: 3 clusters Score -9210147 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -9210173.000000 Penalty: 3731.895264
	Iteration 15Q: 3 clusters Score -9210173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -9210174.000000 Penalty: 3731.895264
	Iteration 16Q: 3 clusters Score -9210174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -9210195.000000 Penalty: 3731.895264
	Iteration 17Q: 3 clusters Score -9210195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -9210209.000000 Penalty: 3731.895264
	Iteration 18Q: 3 clusters Score -9210209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -9210216.000000 Penalty: 3731.895264
	Iteration 19Q: 3 clusters Score -9210216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -9210221.000000 Penalty: 3731.895264
	Iteration 20F: 3 clusters Score -9210221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -9210230.000000 Penalty: 3731.895264
	Iteration 21Q: 3 clusters Score -9210230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -9210228.000000 Penalty: 3731.895264
	Iteration 22Q: 3 clusters Score -9210228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -9210238.000000 Penalty: 3731.895264
	Iteration 23Q: 3 clusters Score -9210238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -9210240.000000 Penalty: 3731.895264
	Iteration 24Q: 3 clusters Score -9210240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -9210238.000000 Penalty: 3731.895264
	Iteration 25Q: 3 clusters Score -9210238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -9210238.000000 Penalty: 3731.895264
	Iteration 26Q: 3 clusters Score -9210238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -9210234.000000 Penalty: 3731.895264
	Iteration 27Q: 3 clusters Score -9210234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -9210237.000000 Penalty: 3731.895264
	Iteration 28Q: 3 clusters Score -9210237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -9210241.000000 Penalty: 3731.895264
	Iteration 29Q: 3 clusters Score -9210241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -9210238.000000 Penalty: 3731.895264
	Iteration 30Q: 3 clusters Score -9210238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -9210238.000000 Penalty: 3731.895264
	Iteration 31F: 3 clusters Score -9210238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -8124.375977 Penalty: 772.458374
	Iteration 0F: 2 clusters Score -8124.376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7520.125977 Penalty: 1544.916748
	Iteration 0F: 3 clusters Score -7520.126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7545.249512 Penalty: 1544.916748
	Iteration 1Q: 3 clusters Score -7545.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7550.054688 Penalty: 1544.916748
	Iteration 2Q: 3 clusters Score -7550.055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7550.054688 Penalty: 1544.916748
	Iteration 3F: 3 clusters Score -7550.055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -65307.445312 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -65307.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64048.945312 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -64048.95 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64246.078125 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -64246.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64286.410156 Penalty: 2159.231689
	Iteration 2Q: 3 clusters Score -64286.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64309.070312 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -64309.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64332.316406 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -64332.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64354.046875 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -64354.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64360.093750 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -64360.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64363.355469 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -64363.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64366.132812 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -64366.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64371.781250 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -64371.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64376.734375 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -64376.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64380.906250 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -64380.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64385.480469 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -64385.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64386.621094 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -64386.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64386.621094 Penalty: 2159.231689
	Iteration 14F: 3 clusters Score -64386.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14681 members 
Mstep: Class 3 contains 6176 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 40880 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 186533 members 
Mstep: Class 15 contains 40983 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48069 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193287 members 
Mstep: Class 20 contains 97028 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442508.000000 Penalty: 48245.828125
Iteration 279Q: 23 clusters Score -6.644251e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14696 members 
Mstep: Class 3 contains 6166 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 661 members 
Mstep: Class 8 contains 40881 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66552 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11035 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 186509 members 
Mstep: Class 15 contains 40998 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48141 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193200 members 
Mstep: Class 20 contains 97046 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442544.000000 Penalty: 48245.828125
Iteration 280F: 23 clusters Score -6.644254e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14706 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 661 members 
Mstep: Class 8 contains 40883 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66560 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11023 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 186506 members 
Mstep: Class 15 contains 41017 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 48216 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193110 members 
Mstep: Class 20 contains 97055 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442492.000000 Penalty: 48245.828125
Iteration 281Q: 23 clusters Score -6.644249e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14711 members 
Mstep: Class 3 contains 6144 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40890 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66565 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11017 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 186501 members 
Mstep: Class 15 contains 41033 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 48290 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 193011 members 
Mstep: Class 20 contains 97073 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442576.000000 Penalty: 48245.828125
Iteration 282Q: 23 clusters Score -6.644258e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14726 members 
Mstep: Class 3 contains 6132 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40897 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66566 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11014 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 186501 members 
Mstep: Class 15 contains 41048 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 48341 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192917 members 
Mstep: Class 20 contains 97105 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442596.000000 Penalty: 48245.828125
Iteration 283Q: 23 clusters Score -6.64426e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14740 members 
Mstep: Class 3 contains 6122 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40902 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66564 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 186519 members 
Mstep: Class 15 contains 41064 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 48391 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192811 members 
Mstep: Class 20 contains 97134 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442524.000000 Penalty: 48245.828125
Iteration 284Q: 23 clusters Score -6.644252e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14751 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40905 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66557 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11004 members 
Mstep: Class 13 contains 1869 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 41076 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 48444 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192740 members 
Mstep: Class 20 contains 97155 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442588.000000 Penalty: 48245.828125
Iteration 285Q: 23 clusters Score -6.644259e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14767 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40908 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66557 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 1853 members 
Mstep: Class 14 contains 186512 members 
Mstep: Class 15 contains 41090 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 48489 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192678 members 
Mstep: Class 20 contains 97178 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442512.000000 Penalty: 48245.828125
Iteration 286Q: 23 clusters Score -6.644251e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14781 members 
Mstep: Class 3 contains 6100 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40910 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66552 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 1841 members 
Mstep: Class 14 contains 186502 members 
Mstep: Class 15 contains 41104 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 48522 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192625 members 
Mstep: Class 20 contains 97198 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442580.000000 Penalty: 48245.828125
Iteration 287Q: 23 clusters Score -6.644258e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14794 members 
Mstep: Class 3 contains 6089 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4812 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40919 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66552 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 186484 members 
Mstep: Class 15 contains 41108 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48551 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192586 members 
Mstep: Class 20 contains 97223 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442604.000000 Penalty: 48245.828125
Iteration 288Q: 23 clusters Score -6.64426e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14806 members 
Mstep: Class 3 contains 6083 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40919 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66555 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 14 contains 186474 members 
Mstep: Class 15 contains 41117 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48581 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192532 members 
Mstep: Class 20 contains 97249 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442608.000000 Penalty: 48245.828125
Iteration 289Q: 23 clusters Score -6.644261e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14806 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40925 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66563 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 186457 members 
Mstep: Class 15 contains 41124 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48610 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192480 members 
Mstep: Class 20 contains 97267 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442588.000000 Penalty: 48245.828125
Iteration 290Q: 23 clusters Score -6.644259e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14813 members 
Mstep: Class 3 contains 6071 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40930 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66568 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 14 contains 186453 members 
Mstep: Class 15 contains 41131 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48637 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192418 members 
Mstep: Class 20 contains 97291 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442724.000000 Penalty: 48245.828125
Iteration 291Q: 23 clusters Score -6.644272e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14819 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40936 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66579 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 186436 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48670 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192356 members 
Mstep: Class 20 contains 97314 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442724.000000 Penalty: 48245.828125
Iteration 292Q: 23 clusters Score -6.644272e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14829 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40944 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66584 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 1828 members 
Mstep: Class 14 contains 186424 members 
Mstep: Class 15 contains 41149 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48704 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192301 members 
Mstep: Class 20 contains 97330 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442748.000000 Penalty: 48245.828125
Iteration 293Q: 23 clusters Score -6.644275e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14835 members 
Mstep: Class 3 contains 6040 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40953 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66589 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 1827 members 
Mstep: Class 14 contains 186409 members 
Mstep: Class 15 contains 41154 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 48742 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192252 members 
Mstep: Class 20 contains 97344 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442764.000000 Penalty: 48245.828125
Iteration 294Q: 23 clusters Score -6.644276e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14843 members 
Mstep: Class 3 contains 6029 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4816 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40960 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66590 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 1825 members 
Mstep: Class 14 contains 186395 members 
Mstep: Class 15 contains 41158 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 48786 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192201 members 
Mstep: Class 20 contains 97359 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442760.000000 Penalty: 48245.828125
Iteration 295Q: 23 clusters Score -6.644276e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14853 members 
Mstep: Class 3 contains 6018 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40972 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66588 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 186365 members 
Mstep: Class 15 contains 41162 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192154 members 
Mstep: Class 20 contains 97382 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442808.000000 Penalty: 48245.828125
Iteration 296Q: 23 clusters Score -6.644281e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14871 members 
Mstep: Class 3 contains 6003 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40982 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66582 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 14 contains 186360 members 
Mstep: Class 15 contains 41163 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 48879 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192092 members 
Mstep: Class 20 contains 97400 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442876.000000 Penalty: 48245.828125
Iteration 297Q: 23 clusters Score -6.644288e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14880 members 
Mstep: Class 3 contains 5993 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4819 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40989 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66578 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 186343 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 48919 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192050 members 
Mstep: Class 20 contains 97418 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442936.000000 Penalty: 48245.828125
Iteration 298Q: 23 clusters Score -6.644294e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14891 members 
Mstep: Class 3 contains 5979 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 40999 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66577 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 186320 members 
Mstep: Class 15 contains 41174 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 48940 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 192020 members 
Mstep: Class 20 contains 97443 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442932.000000 Penalty: 48245.828125
Iteration 299Q: 23 clusters Score -6.644293e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 5961 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41004 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66578 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 186306 members 
Mstep: Class 15 contains 41178 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 48960 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191996 members 
Mstep: Class 20 contains 97462 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442992.000000 Penalty: 48245.828125
Iteration 300F: 23 clusters Score -6.644299e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14918 members 
Mstep: Class 3 contains 5952 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41013 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66578 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 14 contains 186292 members 
Mstep: Class 15 contains 41183 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 48987 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191959 members 
Mstep: Class 20 contains 97477 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443004.000000 Penalty: 48245.828125
Iteration 301Q: 23 clusters Score -6.6443e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 3 contains 5946 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41020 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66573 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 186284 members 
Mstep: Class 15 contains 41189 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49012 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191928 members 
Mstep: Class 20 contains 97485 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443028.000000 Penalty: 48245.828125
Iteration 302Q: 23 clusters Score -6.644303e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14934 members 
Mstep: Class 3 contains 5940 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41023 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66570 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 186285 members 
Mstep: Class 15 contains 41195 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49028 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191902 members 
Mstep: Class 20 contains 97496 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443100.000000 Penalty: 48245.828125
Iteration 303Q: 23 clusters Score -6.64431e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14941 members 
Mstep: Class 3 contains 5936 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41021 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66567 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 186285 members 
Mstep: Class 15 contains 41201 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49043 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191885 members 
Mstep: Class 20 contains 97497 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443052.000000 Penalty: 48245.828125
Iteration 304Q: 23 clusters Score -6.644305e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14945 members 
Mstep: Class 3 contains 5937 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41022 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66567 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 186276 members 
Mstep: Class 15 contains 41213 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49062 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191847 members 
Mstep: Class 20 contains 97508 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443048.000000 Penalty: 48245.828125
Iteration 305Q: 23 clusters Score -6.644305e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14946 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41025 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66563 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10984 members 
Mstep: Class 13 contains 1755 members 
Mstep: Class 14 contains 186269 members 
Mstep: Class 15 contains 41226 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49084 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191814 members 
Mstep: Class 20 contains 97515 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443128.000000 Penalty: 48245.828125
Iteration 306Q: 23 clusters Score -6.644313e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14947 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41027 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66563 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 1753 members 
Mstep: Class 14 contains 186267 members 
Mstep: Class 15 contains 41229 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49103 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191781 members 
Mstep: Class 20 contains 97527 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443156.000000 Penalty: 48245.828125
Iteration 307Q: 23 clusters Score -6.644316e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14948 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41025 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66560 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 1749 members 
Mstep: Class 14 contains 186259 members 
Mstep: Class 15 contains 41230 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49118 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191761 members 
Mstep: Class 20 contains 97541 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443144.000000 Penalty: 48245.828125
Iteration 308Q: 23 clusters Score -6.644314e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14951 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41026 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66558 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 186245 members 
Mstep: Class 15 contains 41228 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49128 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191758 members 
Mstep: Class 20 contains 97552 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443196.000000 Penalty: 48245.828125
Iteration 309Q: 23 clusters Score -6.64432e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14953 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41025 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66558 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11002 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 186234 members 
Mstep: Class 15 contains 41226 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49144 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191742 members 
Mstep: Class 20 contains 97561 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443160.000000 Penalty: 48245.828125
Iteration 310Q: 23 clusters Score -6.644316e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14954 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41025 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66559 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11002 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 186219 members 
Mstep: Class 15 contains 41227 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49166 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191722 members 
Mstep: Class 20 contains 97569 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443148.000000 Penalty: 48245.828125
Iteration 311Q: 23 clusters Score -6.644315e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14953 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41026 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66557 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 14 contains 186201 members 
Mstep: Class 15 contains 41228 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49188 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191699 members 
Mstep: Class 20 contains 97582 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443108.000000 Penalty: 48245.828125
Iteration 312Q: 23 clusters Score -6.644311e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14955 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41026 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66557 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 14 contains 186188 members 
Mstep: Class 15 contains 41232 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49205 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191681 members 
Mstep: Class 20 contains 97592 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443156.000000 Penalty: 48245.828125
Iteration 313Q: 23 clusters Score -6.644316e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14960 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41027 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66557 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 13 contains 1735 members 
Mstep: Class 14 contains 186180 members 
Mstep: Class 15 contains 41231 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49218 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191666 members 
Mstep: Class 20 contains 97603 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443120.000000 Penalty: 48245.828125
Iteration 314Q: 23 clusters Score -6.644312e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14963 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 41031 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66557 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11010 members 
Mstep: Class 13 contains 1731 members 
Mstep: Class 14 contains 186167 members 
Mstep: Class 15 contains 41234 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49236 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191644 members 
Mstep: Class 20 contains 97616 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443168.000000 Penalty: 48245.828125
Iteration 315Q: 23 clusters Score -6.644317e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 663 members 
Mstep: Class 8 contains 41034 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66554 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11014 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 186167 members 
Mstep: Class 15 contains 41234 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49248 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 191613 members 
Mstep: Class 20 contains 97629 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443204.000000 Penalty: 48245.828125
Iteration 316Q: 23 clusters Score -6.64432e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14966 members 
Mstep: Class 3 contains 5916 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 664 members 
Mstep: Class 8 contains 41037 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66550 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 186158 members 
Mstep: Class 15 contains 41232 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49259 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191602 members 
Mstep: Class 20 contains 97638 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443184.000000 Penalty: 48245.828125
Iteration 317Q: 23 clusters Score -6.644318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14969 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41044 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66548 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11020 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 186152 members 
Mstep: Class 15 contains 41233 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49266 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191591 members 
Mstep: Class 20 contains 97641 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443184.000000 Penalty: 48245.828125
Iteration 318Q: 23 clusters Score -6.644318e+07 nChanged 59
Entering ConstructFrom: 
Score: -66443184.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -18952.703125 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -18952.7 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 169 members 
Entering Unmasked Estep 
Score: -18210.111328 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -18210.11 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18396.718750 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -18396.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18449.621094 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -18449.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18487.041016 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -18487.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18500.431641 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -18500.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18512.259766 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -18512.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18526.720703 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -18526.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18550.660156 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -18550.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18552.109375 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -18552.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18552.109375 Penalty: 1903.828247
	Iteration 9F: 3 clusters Score -18552.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Entering Unmasked Estep 
Score: -1307261.125000 Penalty: 1562.286499
	Iteration 0F: 2 clusters Score -1307261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1296944.875000 Penalty: 3124.572998
	Iteration 0F: 3 clusters Score -1296945 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1300554.750000 Penalty: 3124.572998
	Iteration 1F: 3 clusters Score -1300555 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1300958.875000 Penalty: 3124.572998
	Iteration 2F: 3 clusters Score -1300959 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1301362.125000 Penalty: 3124.572998
	Iteration 3F: 3 clusters Score -1301362 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1301807.375000 Penalty: 3124.572998
	Iteration 4F: 3 clusters Score -1301807 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1302274.250000 Penalty: 3124.572998
	Iteration 5F: 3 clusters Score -1302274 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1302734.000000 Penalty: 3124.572998
	Iteration 6F: 3 clusters Score -1302734 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1303178.750000 Penalty: 3124.572998
	Iteration 7Q: 3 clusters Score -1303179 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1303548.500000 Penalty: 3124.572998
	Iteration 8Q: 3 clusters Score -1303548 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1303872.375000 Penalty: 3124.572998
	Iteration 9Q: 3 clusters Score -1303872 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1304231.375000 Penalty: 3124.572998
	Iteration 10Q: 3 clusters Score -1304231 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1304532.000000 Penalty: 3124.572998
	Iteration 11Q: 3 clusters Score -1304532 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1304810.000000 Penalty: 3124.572998
	Iteration 12Q: 3 clusters Score -1304810 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1305080.625000 Penalty: 3124.572998
	Iteration 13Q: 3 clusters Score -1305081 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1305332.250000 Penalty: 3124.572998
	Iteration 14Q: 3 clusters Score -1305332 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1305540.875000 Penalty: 3124.572998
	Iteration 15Q: 3 clusters Score -1305541 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1305679.125000 Penalty: 3124.572998
	Iteration 16Q: 3 clusters Score -1305679 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1305807.500000 Penalty: 3124.572998
	Iteration 17Q: 3 clusters Score -1305808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1305894.250000 Penalty: 3124.572998
	Iteration 18Q: 3 clusters Score -1305894 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1305942.625000 Penalty: 3124.572998
	Iteration 19Q: 3 clusters Score -1305943 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1305975.000000 Penalty: 3124.572998
	Iteration 20F: 3 clusters Score -1305975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1305995.875000 Penalty: 3124.572998
	Iteration 21Q: 3 clusters Score -1305996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1306009.250000 Penalty: 3124.572998
	Iteration 22Q: 3 clusters Score -1306009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1306025.375000 Penalty: 3124.572998
	Iteration 23Q: 3 clusters Score -1306025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1306042.500000 Penalty: 3124.572998
	Iteration 24Q: 3 clusters Score -1306042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1306054.625000 Penalty: 3124.572998
	Iteration 25Q: 3 clusters Score -1306055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1306063.750000 Penalty: 3124.572998
	Iteration 26Q: 3 clusters Score -1306064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1306073.875000 Penalty: 3124.572998
	Iteration 27Q: 3 clusters Score -1306074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1306079.750000 Penalty: 3124.572998
	Iteration 28Q: 3 clusters Score -1306080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1306082.500000 Penalty: 3124.572998
	Iteration 29Q: 3 clusters Score -1306082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1306082.750000 Penalty: 3124.572998
	Iteration 30Q: 3 clusters Score -1306083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1306084.875000 Penalty: 3124.572998
	Iteration 31Q: 3 clusters Score -1306085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1306084.250000 Penalty: 3124.572998
	Iteration 32Q: 3 clusters Score -1306084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1306087.250000 Penalty: 3124.572998
	Iteration 33Q: 3 clusters Score -1306087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1306088.250000 Penalty: 3124.572998
	Iteration 34Q: 3 clusters Score -1306088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1306088.500000 Penalty: 3124.572998
	Iteration 35Q: 3 clusters Score -1306088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1306090.000000 Penalty: 3124.572998
	Iteration 36Q: 3 clusters Score -1306090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1306091.000000 Penalty: 3124.572998
	Iteration 37Q: 3 clusters Score -1306091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1306093.000000 Penalty: 3124.572998
	Iteration 38Q: 3 clusters Score -1306093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1306090.000000 Penalty: 3124.572998
	Iteration 39Q: 3 clusters Score -1306090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1306092.375000 Penalty: 3124.572998
	Iteration 40F: 3 clusters Score -1306092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1306092.125000 Penalty: 3124.572998
	Iteration 41Q: 3 clusters Score -1306092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1306094.125000 Penalty: 3124.572998
	Iteration 42Q: 3 clusters Score -1306094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1306093.000000 Penalty: 3124.572998
	Iteration 43Q: 3 clusters Score -1306093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1306092.875000 Penalty: 3124.572998
	Iteration 44Q: 3 clusters Score -1306093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1306091.875000 Penalty: 3124.572998
	Iteration 45Q: 3 clusters Score -1306092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1306090.375000 Penalty: 3124.572998
	Iteration 46Q: 3 clusters Score -1306090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1306090.375000 Penalty: 3124.572998
	Iteration 47F: 3 clusters Score -1306090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -544435.250000 Penalty: 1411.160278
	Iteration 0F: 2 clusters Score -544435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -539842.375000 Penalty: 2822.320557
	Iteration 0F: 3 clusters Score -539842.4 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -541122.687500 Penalty: 2822.320557
	Iteration 1F: 3 clusters Score -541122.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -541285.062500 Penalty: 2822.320557
	Iteration 2F: 3 clusters Score -541285.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -541385.437500 Penalty: 2822.320557
	Iteration 3Q: 3 clusters Score -541385.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -541458.812500 Penalty: 2822.320557
	Iteration 4Q: 3 clusters Score -541458.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -541518.312500 Penalty: 2822.320557
	Iteration 5Q: 3 clusters Score -541518.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -541563.000000 Penalty: 2822.320557
	Iteration 6Q: 3 clusters Score -541563 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -541604.812500 Penalty: 2822.320557
	Iteration 7Q: 3 clusters Score -541604.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -541643.375000 Penalty: 2822.320557
	Iteration 8Q: 3 clusters Score -541643.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -541691.562500 Penalty: 2822.320557
	Iteration 9Q: 3 clusters Score -541691.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -541740.500000 Penalty: 2822.320557
	Iteration 10Q: 3 clusters Score -541740.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -541797.062500 Penalty: 2822.320557
	Iteration 11Q: 3 clusters Score -541797.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -541856.875000 Penalty: 2822.320557
	Iteration 12Q: 3 clusters Score -541856.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -541923.062500 Penalty: 2822.320557
	Iteration 13Q: 3 clusters Score -541923.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -542003.750000 Penalty: 2822.320557
	Iteration 14Q: 3 clusters Score -542003.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -542097.000000 Penalty: 2822.320557
	Iteration 15Q: 3 clusters Score -542097 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -542218.750000 Penalty: 2822.320557
	Iteration 16Q: 3 clusters Score -542218.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -542352.562500 Penalty: 2822.320557
	Iteration 17Q: 3 clusters Score -542352.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -542473.312500 Penalty: 2822.320557
	Iteration 18Q: 3 clusters Score -542473.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -542608.000000 Penalty: 2822.320557
	Iteration 19Q: 3 clusters Score -542608 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -542731.500000 Penalty: 2822.320557
	Iteration 20F: 3 clusters Score -542731.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -542839.937500 Penalty: 2822.320557
	Iteration 21Q: 3 clusters Score -542839.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -542918.937500 Penalty: 2822.320557
	Iteration 22Q: 3 clusters Score -542918.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -542988.250000 Penalty: 2822.320557
	Iteration 23Q: 3 clusters Score -542988.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -543037.500000 Penalty: 2822.320557
	Iteration 24Q: 3 clusters Score -543037.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -543080.875000 Penalty: 2822.320557
	Iteration 25Q: 3 clusters Score -543080.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -543107.562500 Penalty: 2822.320557
	Iteration 26Q: 3 clusters Score -543107.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -543134.000000 Penalty: 2822.320557
	Iteration 27Q: 3 clusters Score -543134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -543147.750000 Penalty: 2822.320557
	Iteration 28Q: 3 clusters Score -543147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -543159.562500 Penalty: 2822.320557
	Iteration 29Q: 3 clusters Score -543159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -543170.437500 Penalty: 2822.320557
	Iteration 30Q: 3 clusters Score -543170.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -543177.125000 Penalty: 2822.320557
	Iteration 31Q: 3 clusters Score -543177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -543180.875000 Penalty: 2822.320557
	Iteration 32Q: 3 clusters Score -543180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -543184.312500 Penalty: 2822.320557
	Iteration 33Q: 3 clusters Score -543184.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -543189.750000 Penalty: 2822.320557
	Iteration 34Q: 3 clusters Score -543189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -543196.750000 Penalty: 2822.320557
	Iteration 35Q: 3 clusters Score -543196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -543200.687500 Penalty: 2822.320557
	Iteration 36Q: 3 clusters Score -543200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -543204.312500 Penalty: 2822.320557
	Iteration 37Q: 3 clusters Score -543204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -543206.250000 Penalty: 2822.320557
	Iteration 38Q: 3 clusters Score -543206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -543211.562500 Penalty: 2822.320557
	Iteration 39Q: 3 clusters Score -543211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -543213.312500 Penalty: 2822.320557
	Iteration 40F: 3 clusters Score -543213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -543215.500000 Penalty: 2822.320557
	Iteration 41Q: 3 clusters Score -543215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -543220.000000 Penalty: 2822.320557
	Iteration 42Q: 3 clusters Score -543220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -543222.500000 Penalty: 2822.320557
	Iteration 43Q: 3 clusters Score -543222.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -543224.937500 Penalty: 2822.320557
	Iteration 44Q: 3 clusters Score -543224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -543229.312500 Penalty: 2822.320557
	Iteration 45Q: 3 clusters Score -543229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -543235.437500 Penalty: 2822.320557
	Iteration 46Q: 3 clusters Score -543235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -543236.312500 Penalty: 2822.320557
	Iteration 47Q: 3 clusters Score -543236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -543236.312500 Penalty: 2822.320557
	Iteration 48F: 3 clusters Score -543236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18202.966797 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18202.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17388.419922 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17388.42 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17780.013672 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17780.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17899.255859 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17899.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17984.480469 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -17984.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18095.474609 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -18095.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18182.888672 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -18182.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18214.300781 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -18214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18226.701172 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -18226.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18227.435547 Penalty: 1927.979736
	Iteration 8F: 3 clusters Score -18227.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18242.498047 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -18242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18249.908203 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -18249.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18251.939453 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -18251.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18251.939453 Penalty: 1927.979736
	Iteration 12F: 3 clusters Score -18251.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14974 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 179 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66545 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 186150 members 
Mstep: Class 15 contains 41236 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49274 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191575 members 
Mstep: Class 20 contains 97647 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 198 members 
Entering Unmasked Estep 
Score: -66442016.000000 Penalty: 50438.820312
Splitting cluster 4 changes total score from -66443184.000000 to -66442016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -49337.156250 Penalty: 1037.319824
	Iteration 0F: 2 clusters Score -49337.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48212.234375 Penalty: 2074.639648
	Iteration 0F: 3 clusters Score -48212.23 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48384.335938 Penalty: 2074.639648
	Iteration 1F: 3 clusters Score -48384.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48451.996094 Penalty: 2074.639648
	Iteration 2F: 3 clusters Score -48452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48477.394531 Penalty: 2074.639648
	Iteration 3Q: 3 clusters Score -48477.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48482.542969 Penalty: 2074.639648
	Iteration 4Q: 3 clusters Score -48482.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48485.785156 Penalty: 2074.639648
	Iteration 5Q: 3 clusters Score -48485.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48486.847656 Penalty: 2074.639648
	Iteration 6Q: 3 clusters Score -48486.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48488.082031 Penalty: 2074.639648
	Iteration 7Q: 3 clusters Score -48488.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48488.488281 Penalty: 2074.639648
	Iteration 8Q: 3 clusters Score -48488.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48488.488281 Penalty: 2074.639648
	Iteration 9F: 3 clusters Score -48488.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -436261.875000 Penalty: 1378.960083
	Iteration 0F: 2 clusters Score -436261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -432377.781250 Penalty: 2757.920166
	Iteration 0F: 3 clusters Score -432377.8 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -433476.812500 Penalty: 2757.920166
	Iteration 1F: 3 clusters Score -433476.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -433652.125000 Penalty: 2757.920166
	Iteration 2F: 3 clusters Score -433652.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -433769.781250 Penalty: 2757.920166
	Iteration 3F: 3 clusters Score -433769.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -433868.468750 Penalty: 2757.920166
	Iteration 4Q: 3 clusters Score -433868.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -433950.250000 Penalty: 2757.920166
	Iteration 5Q: 3 clusters Score -433950.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -434011.875000 Penalty: 2757.920166
	Iteration 6Q: 3 clusters Score -434011.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -434074.312500 Penalty: 2757.920166
	Iteration 7Q: 3 clusters Score -434074.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -434133.187500 Penalty: 2757.920166
	Iteration 8Q: 3 clusters Score -434133.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -434203.968750 Penalty: 2757.920166
	Iteration 9Q: 3 clusters Score -434204 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -434279.250000 Penalty: 2757.920166
	Iteration 10Q: 3 clusters Score -434279.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -434358.593750 Penalty: 2757.920166
	Iteration 11Q: 3 clusters Score -434358.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -434437.343750 Penalty: 2757.920166
	Iteration 12Q: 3 clusters Score -434437.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -434501.500000 Penalty: 2757.920166
	Iteration 13Q: 3 clusters Score -434501.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -434557.000000 Penalty: 2757.920166
	Iteration 14Q: 3 clusters Score -434557 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -434607.562500 Penalty: 2757.920166
	Iteration 15Q: 3 clusters Score -434607.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -434658.968750 Penalty: 2757.920166
	Iteration 16Q: 3 clusters Score -434659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -434698.281250 Penalty: 2757.920166
	Iteration 17Q: 3 clusters Score -434698.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -434745.593750 Penalty: 2757.920166
	Iteration 18Q: 3 clusters Score -434745.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -434783.562500 Penalty: 2757.920166
	Iteration 19Q: 3 clusters Score -434783.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -434813.875000 Penalty: 2757.920166
	Iteration 20F: 3 clusters Score -434813.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -434839.406250 Penalty: 2757.920166
	Iteration 21Q: 3 clusters Score -434839.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -434862.718750 Penalty: 2757.920166
	Iteration 22Q: 3 clusters Score -434862.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -434896.500000 Penalty: 2757.920166
	Iteration 23Q: 3 clusters Score -434896.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -434928.500000 Penalty: 2757.920166
	Iteration 24Q: 3 clusters Score -434928.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -434954.062500 Penalty: 2757.920166
	Iteration 25Q: 3 clusters Score -434954.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -434966.187500 Penalty: 2757.920166
	Iteration 26Q: 3 clusters Score -434966.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -434975.437500 Penalty: 2757.920166
	Iteration 27Q: 3 clusters Score -434975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -434983.406250 Penalty: 2757.920166
	Iteration 28Q: 3 clusters Score -434983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -434997.312500 Penalty: 2757.920166
	Iteration 29Q: 3 clusters Score -434997.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -435009.093750 Penalty: 2757.920166
	Iteration 30Q: 3 clusters Score -435009.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -435015.656250 Penalty: 2757.920166
	Iteration 31Q: 3 clusters Score -435015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -435020.562500 Penalty: 2757.920166
	Iteration 32Q: 3 clusters Score -435020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -435030.156250 Penalty: 2757.920166
	Iteration 33Q: 3 clusters Score -435030.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -435038.750000 Penalty: 2757.920166
	Iteration 34Q: 3 clusters Score -435038.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -435049.656250 Penalty: 2757.920166
	Iteration 35Q: 3 clusters Score -435049.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -435062.656250 Penalty: 2757.920166
	Iteration 36Q: 3 clusters Score -435062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -435069.875000 Penalty: 2757.920166
	Iteration 37Q: 3 clusters Score -435069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -435071.812500 Penalty: 2757.920166
	Iteration 38Q: 3 clusters Score -435071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -435071.812500 Penalty: 2757.920166
	Iteration 39F: 3 clusters Score -435071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -54188.230469 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -54188.23 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 352 members 
Entering Unmasked Estep 
Score: -53035.117188 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -53035.12 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53271.953125 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -53271.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53358.781250 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -53358.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53449.984375 Penalty: 2112.919189
	Iteration 3F: 3 clusters Score -53449.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53523.492188 Penalty: 2112.919189
	Iteration 4F: 3 clusters Score -53523.49 nChanged 38
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: -53620.222656 Penalty: 2112.919189
	Iteration 5F: 3 clusters Score -53620.22 nChanged 29
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: -53733.148438 Penalty: 2112.919189
	Iteration 6Q: 3 clusters Score -53733.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53869.035156 Penalty: 2112.919189
	Iteration 7Q: 3 clusters Score -53869.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53954.417969 Penalty: 2112.919189
	Iteration 8Q: 3 clusters Score -53954.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54003.277344 Penalty: 2112.919189
	Iteration 9Q: 3 clusters Score -54003.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54027.343750 Penalty: 2112.919189
	Iteration 10Q: 3 clusters Score -54027.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54040.730469 Penalty: 2112.919189
	Iteration 11Q: 3 clusters Score -54040.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54046.726562 Penalty: 2112.919189
	Iteration 12Q: 3 clusters Score -54046.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54049.242188 Penalty: 2112.919189
	Iteration 13Q: 3 clusters Score -54049.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54050.714844 Penalty: 2112.919189
	Iteration 14Q: 3 clusters Score -54050.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54052.035156 Penalty: 2112.919189
	Iteration 15F: 3 clusters Score -54052.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54084.640625 Penalty: 2112.919189
	Iteration 16Q: 3 clusters Score -54084.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54088.281250 Penalty: 2112.919189
	Iteration 17Q: 3 clusters Score -54088.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54095.714844 Penalty: 2112.919189
	Iteration 18Q: 3 clusters Score -54095.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54098.496094 Penalty: 2112.919189
	Iteration 19Q: 3 clusters Score -54098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54111.039062 Penalty: 2112.919189
	Iteration 20F: 3 clusters Score -54111.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54157.652344 Penalty: 2112.919189
	Iteration 21Q: 3 clusters Score -54157.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54164.289062 Penalty: 2112.919189
	Iteration 22Q: 3 clusters Score -54164.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54171.726562 Penalty: 2112.919189
	Iteration 23Q: 3 clusters Score -54171.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54176.132812 Penalty: 2112.919189
	Iteration 24Q: 3 clusters Score -54176.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54178.210938 Penalty: 2112.919189
	Iteration 25Q: 3 clusters Score -54178.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54179.507812 Penalty: 2112.919189
	Iteration 26Q: 3 clusters Score -54179.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54179.507812 Penalty: 2112.919189
	Iteration 27F: 3 clusters Score -54179.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Entering Unmasked Estep 
Score: -3893388.750000 Penalty: 1726.147949
	Iteration 0F: 2 clusters Score -3893389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3865815.250000 Penalty: 3452.295898
	Iteration 0F: 3 clusters Score -3865815 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3876227.500000 Penalty: 3452.295898
	Iteration 1F: 3 clusters Score -3876228 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3876643.250000 Penalty: 3452.295898
	Iteration 2Q: 3 clusters Score -3876643 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3877126.000000 Penalty: 3452.295898
	Iteration 3Q: 3 clusters Score -3877126 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3877766.750000 Penalty: 3452.295898
	Iteration 4Q: 3 clusters Score -3877767 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3878760.250000 Penalty: 3452.295898
	Iteration 5Q: 3 clusters Score -3878760 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3880581.500000 Penalty: 3452.295898
	Iteration 6F: 3 clusters Score -3880582 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3883292.000000 Penalty: 3452.295898
	Iteration 7F: 3 clusters Score -3883292 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -3886613.500000 Penalty: 3452.295898
	Iteration 8F: 3 clusters Score -3886614 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -3889313.500000 Penalty: 3452.295898
	Iteration 9F: 3 clusters Score -3889314 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -3890794.250000 Penalty: 3452.295898
	Iteration 10Q: 3 clusters Score -3890794 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -3891416.750000 Penalty: 3452.295898
	Iteration 11Q: 3 clusters Score -3891417 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -3891653.750000 Penalty: 3452.295898
	Iteration 12Q: 3 clusters Score -3891654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -3891757.750000 Penalty: 3452.295898
	Iteration 13Q: 3 clusters Score -3891758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -3891804.000000 Penalty: 3452.295898
	Iteration 14Q: 3 clusters Score -3891804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -3891814.000000 Penalty: 3452.295898
	Iteration 15Q: 3 clusters Score -3891814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -3891823.750000 Penalty: 3452.295898
	Iteration 16Q: 3 clusters Score -3891824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -3891832.250000 Penalty: 3452.295898
	Iteration 17Q: 3 clusters Score -3891832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -3891842.250000 Penalty: 3452.295898
	Iteration 18Q: 3 clusters Score -3891842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -3891852.000000 Penalty: 3452.295898
	Iteration 19Q: 3 clusters Score -3891852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -3891851.750000 Penalty: 3452.295898
	Iteration 20F: 3 clusters Score -3891852 nChanged 0
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: -38781.625000 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -38781.62 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 254 members 
Entering Unmasked Estep 
Score: -37753.761719 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -37753.76 nChanged 140
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: -37956.613281 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -37956.61 nChanged 28
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: -38018.625000 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -38018.62 nChanged 20
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: -38059.296875 Penalty: 2040.519531
	Iteration 3Q: 3 clusters Score -38059.3 nChanged 18
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: -38106.480469 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -38106.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38150.871094 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -38150.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38192.179688 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -38192.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38221.429688 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -38221.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38264.714844 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -38264.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38333.070312 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -38333.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38424.968750 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -38424.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38497.828125 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -38497.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38563.906250 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -38563.91 nChanged 10
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: -38599.589844 Penalty: 2040.519531
	Iteration 13Q: 3 clusters Score -38599.59 nChanged 7
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: -38621.312500 Penalty: 2040.519531
	Iteration 14Q: 3 clusters Score -38621.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38629.742188 Penalty: 2040.519531
	Iteration 15Q: 3 clusters Score -38629.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38638.894531 Penalty: 2040.519531
	Iteration 16Q: 3 clusters Score -38638.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38643.527344 Penalty: 2040.519531
	Iteration 17Q: 3 clusters Score -38643.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38648.703125 Penalty: 2040.519531
	Iteration 18Q: 3 clusters Score -38648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38651.578125 Penalty: 2040.519531
	Iteration 19Q: 3 clusters Score -38651.58 nChanged 1
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: -38655.187500 Penalty: 2040.519531
	Iteration 20F: 3 clusters Score -38655.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38662.804688 Penalty: 2040.519531
	Iteration 21Q: 3 clusters Score -38662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38662.804688 Penalty: 2040.519531
	Iteration 22F: 3 clusters Score -38662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Entering Unmasked Estep 
Score: -6318231.500000 Penalty: 1804.665527
	Iteration 0F: 2 clusters Score -6318232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -6273847.000000 Penalty: 3609.331055
	Iteration 0F: 3 clusters Score -6273847 nChanged 31393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -6291773.000000 Penalty: 3609.331055
	Iteration 1F: 3 clusters Score -6291773 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -6292370.000000 Penalty: 3609.331055
	Iteration 2Q: 3 clusters Score -6292370 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -6293086.000000 Penalty: 3609.331055
	Iteration 3Q: 3 clusters Score -6293086 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -6294024.500000 Penalty: 3609.331055
	Iteration 4Q: 3 clusters Score -6294024 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -6295328.500000 Penalty: 3609.331055
	Iteration 5Q: 3 clusters Score -6295328 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -6297515.500000 Penalty: 3609.331055
	Iteration 6F: 3 clusters Score -6297516 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -6301021.500000 Penalty: 3609.331055
	Iteration 7F: 3 clusters Score -6301022 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -6305822.500000 Penalty: 3609.331055
	Iteration 8F: 3 clusters Score -6305822 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -6311009.500000 Penalty: 3609.331055
	Iteration 9F: 3 clusters Score -6311010 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6314482.500000 Penalty: 3609.331055
	Iteration 10F: 3 clusters Score -6314482 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6315903.500000 Penalty: 3609.331055
	Iteration 11Q: 3 clusters Score -6315904 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6316371.000000 Penalty: 3609.331055
	Iteration 12Q: 3 clusters Score -6316371 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6316505.000000 Penalty: 3609.331055
	Iteration 13Q: 3 clusters Score -6316505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6316583.000000 Penalty: 3609.331055
	Iteration 14Q: 3 clusters Score -6316583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6316601.000000 Penalty: 3609.331055
	Iteration 15Q: 3 clusters Score -6316601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6316624.500000 Penalty: 3609.331055
	Iteration 16Q: 3 clusters Score -6316624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6316651.000000 Penalty: 3609.331055
	Iteration 17Q: 3 clusters Score -6316651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6316655.000000 Penalty: 3609.331055
	Iteration 18Q: 3 clusters Score -6316655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6316660.000000 Penalty: 3609.331055
	Iteration 19Q: 3 clusters Score -6316660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6316662.000000 Penalty: 3609.331055
	Iteration 20F: 3 clusters Score -6316662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -95713.281250 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -95713.28 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 564 members 
Entering Unmasked Estep 
Score: -94150.632812 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -94150.63 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -94455.062500 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -94455.06 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94589.984375 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -94589.98 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94711.890625 Penalty: 2295.768799
	Iteration 3F: 3 clusters Score -94711.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94904.148438 Penalty: 2295.768799
	Iteration 4F: 3 clusters Score -94904.15 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95141.898438 Penalty: 2295.768799
	Iteration 5F: 3 clusters Score -95141.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95405.742188 Penalty: 2295.768799
	Iteration 6F: 3 clusters Score -95405.74 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95629.125000 Penalty: 2295.768799
	Iteration 7F: 3 clusters Score -95629.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95798.695312 Penalty: 2295.768799
	Iteration 8F: 3 clusters Score -95798.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95870.179688 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -95870.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95896.640625 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -95896.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95908.625000 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -95908.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95913.375000 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -95913.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95915.000000 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -95915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95917.117188 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -95917.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95919.109375 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -95919.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95919.109375 Penalty: 2295.768799
	Iteration 16F: 3 clusters Score -95919.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14974 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66545 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 186150 members 
Mstep: Class 15 contains 41236 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49274 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191575 members 
Mstep: Class 20 contains 97647 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
Score: -66442408.000000 Penalty: 50438.820312
Splitting cluster 11 changes total score from -66443184.000000 to -66442408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Entering Unmasked Estep 
Score: -1010415.375000 Penalty: 1512.433838
	Iteration 0F: 2 clusters Score -1010415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1002557.875000 Penalty: 3024.867676
	Iteration 0F: 3 clusters Score -1002558 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1005028.062500 Penalty: 3024.867676
	Iteration 1F: 3 clusters Score -1005028 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1005289.687500 Penalty: 3024.867676
	Iteration 2F: 3 clusters Score -1005290 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1005500.062500 Penalty: 3024.867676
	Iteration 3Q: 3 clusters Score -1005500 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1005667.062500 Penalty: 3024.867676
	Iteration 4Q: 3 clusters Score -1005667 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1005821.125000 Penalty: 3024.867676
	Iteration 5Q: 3 clusters Score -1005821 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1005966.875000 Penalty: 3024.867676
	Iteration 6Q: 3 clusters Score -1005967 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1006123.875000 Penalty: 3024.867676
	Iteration 7Q: 3 clusters Score -1006124 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1006278.375000 Penalty: 3024.867676
	Iteration 8Q: 3 clusters Score -1006278 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1006477.937500 Penalty: 3024.867676
	Iteration 9Q: 3 clusters Score -1006478 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1006712.500000 Penalty: 3024.867676
	Iteration 10Q: 3 clusters Score -1006712 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1006977.375000 Penalty: 3024.867676
	Iteration 11Q: 3 clusters Score -1006977 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1007254.375000 Penalty: 3024.867676
	Iteration 12Q: 3 clusters Score -1007254 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1007547.125000 Penalty: 3024.867676
	Iteration 13Q: 3 clusters Score -1007547 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1007835.375000 Penalty: 3024.867676
	Iteration 14Q: 3 clusters Score -1007835 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1008137.187500 Penalty: 3024.867676
	Iteration 15Q: 3 clusters Score -1008137 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1008387.000000 Penalty: 3024.867676
	Iteration 16Q: 3 clusters Score -1008387 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1008587.625000 Penalty: 3024.867676
	Iteration 17Q: 3 clusters Score -1008588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1008757.062500 Penalty: 3024.867676
	Iteration 18Q: 3 clusters Score -1008757 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1008864.312500 Penalty: 3024.867676
	Iteration 19Q: 3 clusters Score -1008864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1008938.437500 Penalty: 3024.867676
	Iteration 20F: 3 clusters Score -1008938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1008989.062500 Penalty: 3024.867676
	Iteration 21Q: 3 clusters Score -1008989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1009023.687500 Penalty: 3024.867676
	Iteration 22Q: 3 clusters Score -1009024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1009051.250000 Penalty: 3024.867676
	Iteration 23Q: 3 clusters Score -1009051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1009076.875000 Penalty: 3024.867676
	Iteration 24Q: 3 clusters Score -1009077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1009093.750000 Penalty: 3024.867676
	Iteration 25Q: 3 clusters Score -1009094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1009113.937500 Penalty: 3024.867676
	Iteration 26Q: 3 clusters Score -1009114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1009125.687500 Penalty: 3024.867676
	Iteration 27Q: 3 clusters Score -1009126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1009136.500000 Penalty: 3024.867676
	Iteration 28Q: 3 clusters Score -1009136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1009145.500000 Penalty: 3024.867676
	Iteration 29Q: 3 clusters Score -1009146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1009149.187500 Penalty: 3024.867676
	Iteration 30Q: 3 clusters Score -1009149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1009153.125000 Penalty: 3024.867676
	Iteration 31Q: 3 clusters Score -1009153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1009153.437500 Penalty: 3024.867676
	Iteration 32Q: 3 clusters Score -1009153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1009153.437500 Penalty: 3024.867676
	Iteration 33F: 3 clusters Score -1009153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -140697.578125 Penalty: 1211.391968
	Iteration 0F: 2 clusters Score -140697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -138776.765625 Penalty: 2422.783936
	Iteration 0F: 3 clusters Score -138776.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -139139.093750 Penalty: 2422.783936
	Iteration 1F: 3 clusters Score -139139.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -139243.234375 Penalty: 2422.783936
	Iteration 2F: 3 clusters Score -139243.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -139306.250000 Penalty: 2422.783936
	Iteration 3F: 3 clusters Score -139306.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -139343.265625 Penalty: 2422.783936
	Iteration 4Q: 3 clusters Score -139343.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -139372.515625 Penalty: 2422.783936
	Iteration 5Q: 3 clusters Score -139372.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -139389.390625 Penalty: 2422.783936
	Iteration 6Q: 3 clusters Score -139389.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -139401.921875 Penalty: 2422.783936
	Iteration 7Q: 3 clusters Score -139401.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -139412.609375 Penalty: 2422.783936
	Iteration 8Q: 3 clusters Score -139412.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -139422.093750 Penalty: 2422.783936
	Iteration 9Q: 3 clusters Score -139422.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139433.812500 Penalty: 2422.783936
	Iteration 10Q: 3 clusters Score -139433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -139442.265625 Penalty: 2422.783936
	Iteration 11Q: 3 clusters Score -139442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139446.937500 Penalty: 2422.783936
	Iteration 12Q: 3 clusters Score -139446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -139451.046875 Penalty: 2422.783936
	Iteration 13Q: 3 clusters Score -139451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -139456.187500 Penalty: 2422.783936
	Iteration 14Q: 3 clusters Score -139456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139460.859375 Penalty: 2422.783936
	Iteration 15Q: 3 clusters Score -139460.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -139466.140625 Penalty: 2422.783936
	Iteration 16Q: 3 clusters Score -139466.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -139472.390625 Penalty: 2422.783936
	Iteration 17Q: 3 clusters Score -139472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -139476.078125 Penalty: 2422.783936
	Iteration 18Q: 3 clusters Score -139476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139479.031250 Penalty: 2422.783936
	Iteration 19Q: 3 clusters Score -139479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -139480.031250 Penalty: 2422.783936
	Iteration 20F: 3 clusters Score -139480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -139481.640625 Penalty: 2422.783936
	Iteration 21Q: 3 clusters Score -139481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -139482.734375 Penalty: 2422.783936
	Iteration 22Q: 3 clusters Score -139482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -139483.296875 Penalty: 2422.783936
	Iteration 23Q: 3 clusters Score -139483.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139483.796875 Penalty: 2422.783936
	Iteration 24Q: 3 clusters Score -139483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -139483.875000 Penalty: 2422.783936
	Iteration 25Q: 3 clusters Score -139483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139484.390625 Penalty: 2422.783936
	Iteration 26Q: 3 clusters Score -139484.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139484.390625 Penalty: 2422.783936
	Iteration 27F: 3 clusters Score -139484.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Entering Unmasked Estep 
Score: -17365580.000000 Penalty: 1971.825073
	Iteration 0F: 2 clusters Score -1.736558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 92955 members 
Entering Unmasked Estep 
Score: -17246970.000000 Penalty: 3943.650146
	Iteration 0F: 3 clusters Score -1.724697e+07 nChanged 90036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -17301568.000000 Penalty: 3943.650146
	Iteration 1F: 3 clusters Score -1.730157e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -17303876.000000 Penalty: 3943.650146
	Iteration 2Q: 3 clusters Score -1.730388e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -17307436.000000 Penalty: 3943.650146
	Iteration 3Q: 3 clusters Score -1.730744e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -17313082.000000 Penalty: 3943.650146
	Iteration 4F: 3 clusters Score -1.731308e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -17321512.000000 Penalty: 3943.650146
	Iteration 5F: 3 clusters Score -1.732151e+07 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -17331468.000000 Penalty: 3943.650146
	Iteration 6F: 3 clusters Score -1.733147e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -17340014.000000 Penalty: 3943.650146
	Iteration 7F: 3 clusters Score -1.734001e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -17344900.000000 Penalty: 3943.650146
	Iteration 8F: 3 clusters Score -1.73449e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -17347092.000000 Penalty: 3943.650146
	Iteration 9Q: 3 clusters Score -1.734709e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118767 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -17348140.000000 Penalty: 3943.650146
	Iteration 10Q: 3 clusters Score -1.734814e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -17349032.000000 Penalty: 3943.650146
	Iteration 11Q: 3 clusters Score -1.734903e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124490 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -17349964.000000 Penalty: 3943.650146
	Iteration 12Q: 3 clusters Score -1.734996e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -17351052.000000 Penalty: 3943.650146
	Iteration 13Q: 3 clusters Score -1.735105e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -17351962.000000 Penalty: 3943.650146
	Iteration 14Q: 3 clusters Score -1.735196e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -17352918.000000 Penalty: 3943.650146
	Iteration 15Q: 3 clusters Score -1.735292e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137573 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -17354072.000000 Penalty: 3943.650146
	Iteration 16Q: 3 clusters Score -1.735407e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141004 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -17354880.000000 Penalty: 3943.650146
	Iteration 17Q: 3 clusters Score -1.735488e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144400 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -17355868.000000 Penalty: 3943.650146
	Iteration 18Q: 3 clusters Score -1.735587e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -17356882.000000 Penalty: 3943.650146
	Iteration 19Q: 3 clusters Score -1.735688e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151027 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -17357984.000000 Penalty: 3943.650146
	Iteration 20F: 3 clusters Score -1.735798e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -17358950.000000 Penalty: 3943.650146
	Iteration 21Q: 3 clusters Score -1.735895e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156586 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -17359686.000000 Penalty: 3943.650146
	Iteration 22Q: 3 clusters Score -1.735969e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -17360362.000000 Penalty: 3943.650146
	Iteration 23Q: 3 clusters Score -1.736036e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -17360716.000000 Penalty: 3943.650146
	Iteration 24Q: 3 clusters Score -1.736072e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -17361264.000000 Penalty: 3943.650146
	Iteration 25Q: 3 clusters Score -1.736126e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -17361788.000000 Penalty: 3943.650146
	Iteration 26Q: 3 clusters Score -1.736179e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -17362170.000000 Penalty: 3943.650146
	Iteration 27Q: 3 clusters Score -1.736217e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168008 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -17362434.000000 Penalty: 3943.650146
	Iteration 28Q: 3 clusters Score -1.736243e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169251 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -17362658.000000 Penalty: 3943.650146
	Iteration 29Q: 3 clusters Score -1.736266e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170408 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -17362924.000000 Penalty: 3943.650146
	Iteration 30Q: 3 clusters Score -1.736292e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -17363136.000000 Penalty: 3943.650146
	Iteration 31Q: 3 clusters Score -1.736314e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172352 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -17363342.000000 Penalty: 3943.650146
	Iteration 32Q: 3 clusters Score -1.736334e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173194 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -17363400.000000 Penalty: 3943.650146
	Iteration 33Q: 3 clusters Score -1.73634e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173992 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -17363492.000000 Penalty: 3943.650146
	Iteration 34Q: 3 clusters Score -1.736349e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -17363562.000000 Penalty: 3943.650146
	Iteration 35Q: 3 clusters Score -1.736356e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175416 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -17363610.000000 Penalty: 3943.650146
	Iteration 36Q: 3 clusters Score -1.736361e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175981 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -17363678.000000 Penalty: 3943.650146
	Iteration 37Q: 3 clusters Score -1.736368e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176494 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -17363764.000000 Penalty: 3943.650146
	Iteration 38Q: 3 clusters Score -1.736376e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -17363828.000000 Penalty: 3943.650146
	Iteration 39Q: 3 clusters Score -1.736383e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177370 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -17363848.000000 Penalty: 3943.650146
	Iteration 40F: 3 clusters Score -1.736385e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177768 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -17363854.000000 Penalty: 3943.650146
	Iteration 41Q: 3 clusters Score -1.736385e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178107 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -17363884.000000 Penalty: 3943.650146
	Iteration 42Q: 3 clusters Score -1.736388e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178414 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -17363916.000000 Penalty: 3943.650146
	Iteration 43Q: 3 clusters Score -1.736392e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178684 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -17363916.000000 Penalty: 3943.650146
	Iteration 44Q: 3 clusters Score -1.736392e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178944 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -17363968.000000 Penalty: 3943.650146
	Iteration 45Q: 3 clusters Score -1.736397e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179186 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -17364000.000000 Penalty: 3943.650146
	Iteration 46Q: 3 clusters Score -1.7364e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179424 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -17364002.000000 Penalty: 3943.650146
	Iteration 47Q: 3 clusters Score -1.7364e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179648 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -17363996.000000 Penalty: 3943.650146
	Iteration 48Q: 3 clusters Score -1.7364e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179855 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -17364002.000000 Penalty: 3943.650146
	Iteration 49Q: 3 clusters Score -1.7364e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180043 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -17364036.000000 Penalty: 3943.650146
	Iteration 50Q: 3 clusters Score -1.736404e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180227 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -17364078.000000 Penalty: 3943.650146
	Iteration 51Q: 3 clusters Score -1.736408e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -17364098.000000 Penalty: 3943.650146
	Iteration 52Q: 3 clusters Score -1.73641e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180558 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -17364100.000000 Penalty: 3943.650146
	Iteration 53Q: 3 clusters Score -1.73641e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180705 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -17364098.000000 Penalty: 3943.650146
	Iteration 54Q: 3 clusters Score -1.73641e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180843 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -17364098.000000 Penalty: 3943.650146
	Iteration 55Q: 3 clusters Score -1.73641e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180980 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -17364062.000000 Penalty: 3943.650146
	Iteration 56Q: 3 clusters Score -1.736406e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181111 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -17364064.000000 Penalty: 3943.650146
	Iteration 57Q: 3 clusters Score -1.736406e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -17364040.000000 Penalty: 3943.650146
	Iteration 58Q: 3 clusters Score -1.736404e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181350 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -17364052.000000 Penalty: 3943.650146
	Iteration 59Q: 3 clusters Score -1.736405e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -17364070.000000 Penalty: 3943.650146
	Iteration 60F: 3 clusters Score -1.736407e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -17364090.000000 Penalty: 3943.650146
	Iteration 61Q: 3 clusters Score -1.736409e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181661 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -17364106.000000 Penalty: 3943.650146
	Iteration 62Q: 3 clusters Score -1.736411e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181739 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -17364100.000000 Penalty: 3943.650146
	Iteration 63Q: 3 clusters Score -1.73641e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181822 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -17364124.000000 Penalty: 3943.650146
	Iteration 64Q: 3 clusters Score -1.736412e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -17364158.000000 Penalty: 3943.650146
	Iteration 65Q: 3 clusters Score -1.736416e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181993 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -17364142.000000 Penalty: 3943.650146
	Iteration 66Q: 3 clusters Score -1.736414e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182088 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -17364158.000000 Penalty: 3943.650146
	Iteration 67Q: 3 clusters Score -1.736416e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182172 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -17364182.000000 Penalty: 3943.650146
	Iteration 68Q: 3 clusters Score -1.736418e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182248 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -17364218.000000 Penalty: 3943.650146
	Iteration 69Q: 3 clusters Score -1.736422e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182319 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -17364248.000000 Penalty: 3943.650146
	Iteration 70Q: 3 clusters Score -1.736425e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182387 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -17364234.000000 Penalty: 3943.650146
	Iteration 71Q: 3 clusters Score -1.736423e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182453 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -17364214.000000 Penalty: 3943.650146
	Iteration 72Q: 3 clusters Score -1.736421e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182513 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -17364194.000000 Penalty: 3943.650146
	Iteration 73Q: 3 clusters Score -1.736419e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182569 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -17364224.000000 Penalty: 3943.650146
	Iteration 74Q: 3 clusters Score -1.736422e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182616 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -17364210.000000 Penalty: 3943.650146
	Iteration 75Q: 3 clusters Score -1.736421e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182657 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -17364232.000000 Penalty: 3943.650146
	Iteration 76Q: 3 clusters Score -1.736423e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182697 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -17364240.000000 Penalty: 3943.650146
	Iteration 77Q: 3 clusters Score -1.736424e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182733 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -17364238.000000 Penalty: 3943.650146
	Iteration 78Q: 3 clusters Score -1.736424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182763 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -17364230.000000 Penalty: 3943.650146
	Iteration 79Q: 3 clusters Score -1.736423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182793 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -17364244.000000 Penalty: 3943.650146
	Iteration 80F: 3 clusters Score -1.736424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -17364258.000000 Penalty: 3943.650146
	Iteration 81Q: 3 clusters Score -1.736426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182857 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -17364244.000000 Penalty: 3943.650146
	Iteration 82Q: 3 clusters Score -1.736424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182883 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 83Q: 3 clusters Score -1.736426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182915 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -17364254.000000 Penalty: 3943.650146
	Iteration 84Q: 3 clusters Score -1.736425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182929 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -17364252.000000 Penalty: 3943.650146
	Iteration 85Q: 3 clusters Score -1.736425e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 86Q: 3 clusters Score -1.736426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182970 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -17364258.000000 Penalty: 3943.650146
	Iteration 87Q: 3 clusters Score -1.736426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182990 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -17364242.000000 Penalty: 3943.650146
	Iteration 88Q: 3 clusters Score -1.736424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183009 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -17364232.000000 Penalty: 3943.650146
	Iteration 89Q: 3 clusters Score -1.736423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -17364252.000000 Penalty: 3943.650146
	Iteration 90Q: 3 clusters Score -1.736425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183025 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -17364254.000000 Penalty: 3943.650146
	Iteration 91Q: 3 clusters Score -1.736425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183032 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -17364246.000000 Penalty: 3943.650146
	Iteration 92Q: 3 clusters Score -1.736425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -17364254.000000 Penalty: 3943.650146
	Iteration 93Q: 3 clusters Score -1.736425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -17364248.000000 Penalty: 3943.650146
	Iteration 94Q: 3 clusters Score -1.736425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -17364256.000000 Penalty: 3943.650146
	Iteration 95Q: 3 clusters Score -1.736426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183074 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -17364256.000000 Penalty: 3943.650146
	Iteration 96Q: 3 clusters Score -1.736426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183085 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -17364272.000000 Penalty: 3943.650146
	Iteration 97Q: 3 clusters Score -1.736427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -17364272.000000 Penalty: 3943.650146
	Iteration 98Q: 3 clusters Score -1.736427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183101 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -17364258.000000 Penalty: 3943.650146
	Iteration 99Q: 3 clusters Score -1.736426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183118 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -17364250.000000 Penalty: 3943.650146
	Iteration 100F: 3 clusters Score -1.736425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183135 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -17364264.000000 Penalty: 3943.650146
	Iteration 101Q: 3 clusters Score -1.736426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -17364266.000000 Penalty: 3943.650146
	Iteration 102Q: 3 clusters Score -1.736427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183158 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -17364252.000000 Penalty: 3943.650146
	Iteration 103Q: 3 clusters Score -1.736425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -17364254.000000 Penalty: 3943.650146
	Iteration 104Q: 3 clusters Score -1.736425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183167 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 105Q: 3 clusters Score -1.736426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -17364270.000000 Penalty: 3943.650146
	Iteration 106Q: 3 clusters Score -1.736427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183179 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -17364278.000000 Penalty: 3943.650146
	Iteration 107Q: 3 clusters Score -1.736428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183194 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -17364276.000000 Penalty: 3943.650146
	Iteration 108Q: 3 clusters Score -1.736428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183209 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -17364274.000000 Penalty: 3943.650146
	Iteration 109Q: 3 clusters Score -1.736427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183215 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -17364280.000000 Penalty: 3943.650146
	Iteration 110Q: 3 clusters Score -1.736428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183226 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -17364268.000000 Penalty: 3943.650146
	Iteration 111Q: 3 clusters Score -1.736427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183231 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 112Q: 3 clusters Score -1.736426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183238 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -17364256.000000 Penalty: 3943.650146
	Iteration 113Q: 3 clusters Score -1.736426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183245 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -17364254.000000 Penalty: 3943.650146
	Iteration 114Q: 3 clusters Score -1.736425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183251 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -17364258.000000 Penalty: 3943.650146
	Iteration 115Q: 3 clusters Score -1.736426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -17364256.000000 Penalty: 3943.650146
	Iteration 116Q: 3 clusters Score -1.736426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183256 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 117Q: 3 clusters Score -1.736426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 118Q: 3 clusters Score -1.736426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183262 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 119Q: 3 clusters Score -1.736426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183265 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 120F: 3 clusters Score -1.736426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183270 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -17364254.000000 Penalty: 3943.650146
	Iteration 121Q: 3 clusters Score -1.736425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183273 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -17364248.000000 Penalty: 3943.650146
	Iteration 122Q: 3 clusters Score -1.736425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183276 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -17364246.000000 Penalty: 3943.650146
	Iteration 123Q: 3 clusters Score -1.736425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183282 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -17364248.000000 Penalty: 3943.650146
	Iteration 124Q: 3 clusters Score -1.736425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -17364258.000000 Penalty: 3943.650146
	Iteration 125Q: 3 clusters Score -1.736426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183307 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -17364262.000000 Penalty: 3943.650146
	Iteration 126Q: 3 clusters Score -1.736426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183317 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -17364270.000000 Penalty: 3943.650146
	Iteration 127Q: 3 clusters Score -1.736427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183325 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 128Q: 3 clusters Score -1.736426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -17364250.000000 Penalty: 3943.650146
	Iteration 129Q: 3 clusters Score -1.736425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183333 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -17364260.000000 Penalty: 3943.650146
	Iteration 130Q: 3 clusters Score -1.736426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183336 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -17364256.000000 Penalty: 3943.650146
	Iteration 131Q: 3 clusters Score -1.736426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183338 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -17364258.000000 Penalty: 3943.650146
	Iteration 132Q: 3 clusters Score -1.736426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183338 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -17364258.000000 Penalty: 3943.650146
	Iteration 133F: 3 clusters Score -1.736426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Entering Unmasked Estep 
Score: -3908240.750000 Penalty: 1726.898315
	Iteration 0F: 2 clusters Score -3908241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3880644.000000 Penalty: 3453.796631
	Iteration 0F: 3 clusters Score -3880644 nChanged 19164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3891693.250000 Penalty: 3453.796631
	Iteration 1F: 3 clusters Score -3891693 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3892288.250000 Penalty: 3453.796631
	Iteration 2Q: 3 clusters Score -3892288 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3893049.000000 Penalty: 3453.796631
	Iteration 3Q: 3 clusters Score -3893049 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3894138.500000 Penalty: 3453.796631
	Iteration 4Q: 3 clusters Score -3894138 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3895611.500000 Penalty: 3453.796631
	Iteration 5F: 3 clusters Score -3895612 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3897372.000000 Penalty: 3453.796631
	Iteration 6F: 3 clusters Score -3897372 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3899324.750000 Penalty: 3453.796631
	Iteration 7F: 3 clusters Score -3899325 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3900850.000000 Penalty: 3453.796631
	Iteration 8F: 3 clusters Score -3900850 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3901652.500000 Penalty: 3453.796631
	Iteration 9Q: 3 clusters Score -3901652 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3902022.750000 Penalty: 3453.796631
	Iteration 10Q: 3 clusters Score -3902023 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3902308.250000 Penalty: 3453.796631
	Iteration 11Q: 3 clusters Score -3902308 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3902536.250000 Penalty: 3453.796631
	Iteration 12Q: 3 clusters Score -3902536 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3902778.750000 Penalty: 3453.796631
	Iteration 13Q: 3 clusters Score -3902779 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3903042.500000 Penalty: 3453.796631
	Iteration 14Q: 3 clusters Score -3903042 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3903300.000000 Penalty: 3453.796631
	Iteration 15Q: 3 clusters Score -3903300 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -3903574.250000 Penalty: 3453.796631
	Iteration 16Q: 3 clusters Score -3903574 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -3903870.750000 Penalty: 3453.796631
	Iteration 17Q: 3 clusters Score -3903871 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -3904190.000000 Penalty: 3453.796631
	Iteration 18Q: 3 clusters Score -3904190 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -3904494.500000 Penalty: 3453.796631
	Iteration 19Q: 3 clusters Score -3904494 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -3904829.000000 Penalty: 3453.796631
	Iteration 20F: 3 clusters Score -3904829 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -3905134.000000 Penalty: 3453.796631
	Iteration 21Q: 3 clusters Score -3905134 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3905439.750000 Penalty: 3453.796631
	Iteration 22Q: 3 clusters Score -3905440 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -3905719.500000 Penalty: 3453.796631
	Iteration 23Q: 3 clusters Score -3905720 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3905984.000000 Penalty: 3453.796631
	Iteration 24Q: 3 clusters Score -3905984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -3906214.250000 Penalty: 3453.796631
	Iteration 25Q: 3 clusters Score -3906214 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -3906363.250000 Penalty: 3453.796631
	Iteration 26Q: 3 clusters Score -3906363 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -3906514.250000 Penalty: 3453.796631
	Iteration 27Q: 3 clusters Score -3906514 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -3906635.000000 Penalty: 3453.796631
	Iteration 28Q: 3 clusters Score -3906635 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -3906729.250000 Penalty: 3453.796631
	Iteration 29Q: 3 clusters Score -3906729 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -3906797.250000 Penalty: 3453.796631
	Iteration 30Q: 3 clusters Score -3906797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -3906863.000000 Penalty: 3453.796631
	Iteration 31Q: 3 clusters Score -3906863 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3906903.250000 Penalty: 3453.796631
	Iteration 32Q: 3 clusters Score -3906903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -3906954.500000 Penalty: 3453.796631
	Iteration 33Q: 3 clusters Score -3906954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -3906981.500000 Penalty: 3453.796631
	Iteration 34Q: 3 clusters Score -3906982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -3906995.250000 Penalty: 3453.796631
	Iteration 35Q: 3 clusters Score -3906995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -3907008.250000 Penalty: 3453.796631
	Iteration 36Q: 3 clusters Score -3907008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -3907010.750000 Penalty: 3453.796631
	Iteration 37Q: 3 clusters Score -3907011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -3907018.250000 Penalty: 3453.796631
	Iteration 38Q: 3 clusters Score -3907018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -3907025.000000 Penalty: 3453.796631
	Iteration 39Q: 3 clusters Score -3907025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -3907052.500000 Penalty: 3453.796631
	Iteration 40F: 3 clusters Score -3907052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -3907066.750000 Penalty: 3453.796631
	Iteration 41Q: 3 clusters Score -3907067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -3907072.000000 Penalty: 3453.796631
	Iteration 42Q: 3 clusters Score -3907072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -3907085.500000 Penalty: 3453.796631
	Iteration 43Q: 3 clusters Score -3907086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -3907095.250000 Penalty: 3453.796631
	Iteration 44Q: 3 clusters Score -3907095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -3907100.000000 Penalty: 3453.796631
	Iteration 45Q: 3 clusters Score -3907100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -3907102.250000 Penalty: 3453.796631
	Iteration 46Q: 3 clusters Score -3907102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -3907107.000000 Penalty: 3453.796631
	Iteration 47Q: 3 clusters Score -3907107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -3907111.750000 Penalty: 3453.796631
	Iteration 48Q: 3 clusters Score -3907112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -3907110.000000 Penalty: 3453.796631
	Iteration 49Q: 3 clusters Score -3907110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -3907110.000000 Penalty: 3453.796631
	Iteration 50Q: 3 clusters Score -3907110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -3907112.250000 Penalty: 3453.796631
	Iteration 51Q: 3 clusters Score -3907112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3907116.750000 Penalty: 3453.796631
	Iteration 52Q: 3 clusters Score -3907117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -3907119.750000 Penalty: 3453.796631
	Iteration 53Q: 3 clusters Score -3907120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -3907116.750000 Penalty: 3453.796631
	Iteration 54Q: 3 clusters Score -3907117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -3907124.750000 Penalty: 3453.796631
	Iteration 55Q: 3 clusters Score -3907125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -3907117.500000 Penalty: 3453.796631
	Iteration 56Q: 3 clusters Score -3907118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -3907123.500000 Penalty: 3453.796631
	Iteration 57Q: 3 clusters Score -3907124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -3907124.500000 Penalty: 3453.796631
	Iteration 58Q: 3 clusters Score -3907124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -3907124.500000 Penalty: 3453.796631
	Iteration 59F: 3 clusters Score -3907124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Entering Unmasked Estep 
Score: -833712.375000 Penalty: 1478.326782
	Iteration 0F: 2 clusters Score -833712.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -827232.875000 Penalty: 2956.653564
	Iteration 0F: 3 clusters Score -827232.9 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -829421.125000 Penalty: 2956.653564
	Iteration 1F: 3 clusters Score -829421.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -829759.375000 Penalty: 2956.653564
	Iteration 2F: 3 clusters Score -829759.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -830069.375000 Penalty: 2956.653564
	Iteration 3F: 3 clusters Score -830069.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -830380.750000 Penalty: 2956.653564
	Iteration 4F: 3 clusters Score -830380.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -830709.812500 Penalty: 2956.653564
	Iteration 5F: 3 clusters Score -830709.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -831114.812500 Penalty: 2956.653564
	Iteration 6F: 3 clusters Score -831114.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -831531.687500 Penalty: 2956.653564
	Iteration 7F: 3 clusters Score -831531.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -831866.937500 Penalty: 2956.653564
	Iteration 8Q: 3 clusters Score -831866.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -832106.062500 Penalty: 2956.653564
	Iteration 9Q: 3 clusters Score -832106.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -832244.437500 Penalty: 2956.653564
	Iteration 10Q: 3 clusters Score -832244.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -832336.437500 Penalty: 2956.653564
	Iteration 11Q: 3 clusters Score -832336.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -832403.500000 Penalty: 2956.653564
	Iteration 12Q: 3 clusters Score -832403.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -832452.437500 Penalty: 2956.653564
	Iteration 13Q: 3 clusters Score -832452.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -832493.375000 Penalty: 2956.653564
	Iteration 14Q: 3 clusters Score -832493.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -832517.437500 Penalty: 2956.653564
	Iteration 15Q: 3 clusters Score -832517.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -832536.062500 Penalty: 2956.653564
	Iteration 16Q: 3 clusters Score -832536.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -832545.562500 Penalty: 2956.653564
	Iteration 17Q: 3 clusters Score -832545.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -832553.375000 Penalty: 2956.653564
	Iteration 18Q: 3 clusters Score -832553.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -832569.875000 Penalty: 2956.653564
	Iteration 19Q: 3 clusters Score -832569.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -832582.500000 Penalty: 2956.653564
	Iteration 20F: 3 clusters Score -832582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -832593.500000 Penalty: 2956.653564
	Iteration 21Q: 3 clusters Score -832593.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -832602.500000 Penalty: 2956.653564
	Iteration 22Q: 3 clusters Score -832602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -832606.937500 Penalty: 2956.653564
	Iteration 23Q: 3 clusters Score -832606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -832613.187500 Penalty: 2956.653564
	Iteration 24Q: 3 clusters Score -832613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -832613.187500 Penalty: 2956.653564
	Iteration 25Q: 3 clusters Score -832613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -832613.937500 Penalty: 2956.653564
	Iteration 26Q: 3 clusters Score -832613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -832615.250000 Penalty: 2956.653564
	Iteration 27Q: 3 clusters Score -832615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -832615.250000 Penalty: 2956.653564
	Iteration 28F: 3 clusters Score -832615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Entering Unmasked Estep 
Score: -4673255.500000 Penalty: 1755.837158
	Iteration 0F: 2 clusters Score -4673256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4640290.500000 Penalty: 3511.674316
	Iteration 0F: 3 clusters Score -4640290 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -4653309.000000 Penalty: 3511.674316
	Iteration 1F: 3 clusters Score -4653309 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4653642.000000 Penalty: 3511.674316
	Iteration 2Q: 3 clusters Score -4653642 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -4653944.500000 Penalty: 3511.674316
	Iteration 3Q: 3 clusters Score -4653944 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -4654285.000000 Penalty: 3511.674316
	Iteration 4Q: 3 clusters Score -4654285 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -4654687.500000 Penalty: 3511.674316
	Iteration 5Q: 3 clusters Score -4654688 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -4655102.000000 Penalty: 3511.674316
	Iteration 6Q: 3 clusters Score -4655102 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -4655684.000000 Penalty: 3511.674316
	Iteration 7Q: 3 clusters Score -4655684 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -4656458.000000 Penalty: 3511.674316
	Iteration 8Q: 3 clusters Score -4656458 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4657854.000000 Penalty: 3511.674316
	Iteration 9F: 3 clusters Score -4657854 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4660109.000000 Penalty: 3511.674316
	Iteration 10F: 3 clusters Score -4660109 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4663096.500000 Penalty: 3511.674316
	Iteration 11F: 3 clusters Score -4663096 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -4666100.500000 Penalty: 3511.674316
	Iteration 12F: 3 clusters Score -4666100 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4668300.500000 Penalty: 3511.674316
	Iteration 13Q: 3 clusters Score -4668300 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -4669482.000000 Penalty: 3511.674316
	Iteration 14Q: 3 clusters Score -4669482 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -4670083.500000 Penalty: 3511.674316
	Iteration 15Q: 3 clusters Score -4670084 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -4670521.000000 Penalty: 3511.674316
	Iteration 16Q: 3 clusters Score -4670521 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -4670844.000000 Penalty: 3511.674316
	Iteration 17Q: 3 clusters Score -4670844 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -4671057.500000 Penalty: 3511.674316
	Iteration 18Q: 3 clusters Score -4671058 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -4671221.000000 Penalty: 3511.674316
	Iteration 19Q: 3 clusters Score -4671221 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -4671347.500000 Penalty: 3511.674316
	Iteration 20F: 3 clusters Score -4671348 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -4671451.000000 Penalty: 3511.674316
	Iteration 21Q: 3 clusters Score -4671451 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -4671545.000000 Penalty: 3511.674316
	Iteration 22Q: 3 clusters Score -4671545 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -4671606.000000 Penalty: 3511.674316
	Iteration 23Q: 3 clusters Score -4671606 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -4671638.500000 Penalty: 3511.674316
	Iteration 24Q: 3 clusters Score -4671638 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -4671662.000000 Penalty: 3511.674316
	Iteration 25Q: 3 clusters Score -4671662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -4671696.500000 Penalty: 3511.674316
	Iteration 26Q: 3 clusters Score -4671696 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -4671732.000000 Penalty: 3511.674316
	Iteration 27Q: 3 clusters Score -4671732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -4671758.000000 Penalty: 3511.674316
	Iteration 28Q: 3 clusters Score -4671758 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -4671787.500000 Penalty: 3511.674316
	Iteration 29Q: 3 clusters Score -4671788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -4671802.500000 Penalty: 3511.674316
	Iteration 30Q: 3 clusters Score -4671802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -4671835.500000 Penalty: 3511.674316
	Iteration 31Q: 3 clusters Score -4671836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -4671858.500000 Penalty: 3511.674316
	Iteration 32Q: 3 clusters Score -4671858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -4671870.500000 Penalty: 3511.674316
	Iteration 33Q: 3 clusters Score -4671870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -4671891.000000 Penalty: 3511.674316
	Iteration 34Q: 3 clusters Score -4671891 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -4671902.500000 Penalty: 3511.674316
	Iteration 35Q: 3 clusters Score -4671902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -4671917.000000 Penalty: 3511.674316
	Iteration 36Q: 3 clusters Score -4671917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -4671944.500000 Penalty: 3511.674316
	Iteration 37Q: 3 clusters Score -4671944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -4671958.000000 Penalty: 3511.674316
	Iteration 38Q: 3 clusters Score -4671958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -4671960.500000 Penalty: 3511.674316
	Iteration 39Q: 3 clusters Score -4671960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -4671971.000000 Penalty: 3511.674316
	Iteration 40F: 3 clusters Score -4671971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -4671988.500000 Penalty: 3511.674316
	Iteration 41Q: 3 clusters Score -4671988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -4671998.000000 Penalty: 3511.674316
	Iteration 42Q: 3 clusters Score -4671998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -4672014.500000 Penalty: 3511.674316
	Iteration 43Q: 3 clusters Score -4672014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -4672021.000000 Penalty: 3511.674316
	Iteration 44Q: 3 clusters Score -4672021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -4672038.500000 Penalty: 3511.674316
	Iteration 45Q: 3 clusters Score -4672038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -4672056.000000 Penalty: 3511.674316
	Iteration 46Q: 3 clusters Score -4672056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -4672060.500000 Penalty: 3511.674316
	Iteration 47Q: 3 clusters Score -4672060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -4672064.000000 Penalty: 3511.674316
	Iteration 48Q: 3 clusters Score -4672064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -4672084.500000 Penalty: 3511.674316
	Iteration 49Q: 3 clusters Score -4672084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -4672090.500000 Penalty: 3511.674316
	Iteration 50Q: 3 clusters Score -4672090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -4672098.000000 Penalty: 3511.674316
	Iteration 51Q: 3 clusters Score -4672098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -4672111.500000 Penalty: 3511.674316
	Iteration 52Q: 3 clusters Score -4672112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -4672111.500000 Penalty: 3511.674316
	Iteration 53Q: 3 clusters Score -4672112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -4672114.000000 Penalty: 3511.674316
	Iteration 54Q: 3 clusters Score -4672114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -4672121.500000 Penalty: 3511.674316
	Iteration 55Q: 3 clusters Score -4672122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -4672125.000000 Penalty: 3511.674316
	Iteration 56Q: 3 clusters Score -4672125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -4672128.500000 Penalty: 3511.674316
	Iteration 57Q: 3 clusters Score -4672128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -4672134.500000 Penalty: 3511.674316
	Iteration 58Q: 3 clusters Score -4672134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -4672136.500000 Penalty: 3511.674316
	Iteration 59Q: 3 clusters Score -4672136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -4672133.500000 Penalty: 3511.674316
	Iteration 60F: 3 clusters Score -4672134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -4672152.000000 Penalty: 3511.674316
	Iteration 61Q: 3 clusters Score -4672152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -4672147.500000 Penalty: 3511.674316
	Iteration 62Q: 3 clusters Score -4672148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -4672148.000000 Penalty: 3511.674316
	Iteration 63Q: 3 clusters Score -4672148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -4672145.000000 Penalty: 3511.674316
	Iteration 64Q: 3 clusters Score -4672145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -4672154.000000 Penalty: 3511.674316
	Iteration 65Q: 3 clusters Score -4672154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -4672151.500000 Penalty: 3511.674316
	Iteration 66Q: 3 clusters Score -4672152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -4672152.500000 Penalty: 3511.674316
	Iteration 67Q: 3 clusters Score -4672152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -4672153.500000 Penalty: 3511.674316
	Iteration 68Q: 3 clusters Score -4672154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -4672154.500000 Penalty: 3511.674316
	Iteration 69Q: 3 clusters Score -4672154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -4672155.500000 Penalty: 3511.674316
	Iteration 70Q: 3 clusters Score -4672156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -4672155.500000 Penalty: 3511.674316
	Iteration 71F: 3 clusters Score -4672156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -37789.832031 Penalty: 1019.342529
	Iteration 0F: 2 clusters Score -37789.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36706.429688 Penalty: 2038.685059
	Iteration 0F: 3 clusters Score -36706.43 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36893.601562 Penalty: 2038.685059
	Iteration 1F: 3 clusters Score -36893.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36941.988281 Penalty: 2038.685059
	Iteration 2F: 3 clusters Score -36941.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36990.828125 Penalty: 2038.685059
	Iteration 3Q: 3 clusters Score -36990.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37019.718750 Penalty: 2038.685059
	Iteration 4Q: 3 clusters Score -37019.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37047.796875 Penalty: 2038.685059
	Iteration 5Q: 3 clusters Score -37047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37107.183594 Penalty: 2038.685059
	Iteration 6Q: 3 clusters Score -37107.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37199.011719 Penalty: 2038.685059
	Iteration 7F: 3 clusters Score -37199.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37268.664062 Penalty: 2038.685059
	Iteration 8F: 3 clusters Score -37268.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37320.164062 Penalty: 2038.685059
	Iteration 9Q: 3 clusters Score -37320.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37362.207031 Penalty: 2038.685059
	Iteration 10Q: 3 clusters Score -37362.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37391.179688 Penalty: 2038.685059
	Iteration 11Q: 3 clusters Score -37391.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37396.851562 Penalty: 2038.685059
	Iteration 12Q: 3 clusters Score -37396.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37402.750000 Penalty: 2038.685059
	Iteration 13Q: 3 clusters Score -37402.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37402.750000 Penalty: 2038.685059
	Iteration 14F: 3 clusters Score -37402.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (191575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191575 members 
Entering Unmasked Estep 
Score: -17848546.000000 Penalty: 1976.493042
	Iteration 0F: 2 clusters Score -1.784855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -17724606.000000 Penalty: 3952.986084
	Iteration 0F: 3 clusters Score -1.772461e+07 nChanged 92686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -17780192.000000 Penalty: 3952.986084
	Iteration 1F: 3 clusters Score -1.778019e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -17781954.000000 Penalty: 3952.986084
	Iteration 2Q: 3 clusters Score -1.778195e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -17784138.000000 Penalty: 3952.986084
	Iteration 3Q: 3 clusters Score -1.778414e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -17786934.000000 Penalty: 3952.986084
	Iteration 4Q: 3 clusters Score -1.778693e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -17790912.000000 Penalty: 3952.986084
	Iteration 5Q: 3 clusters Score -1.779091e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -17796940.000000 Penalty: 3952.986084
	Iteration 6F: 3 clusters Score -1.779694e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124782 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -17805864.000000 Penalty: 3952.986084
	Iteration 7F: 3 clusters Score -1.780586e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133189 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -17816252.000000 Penalty: 3952.986084
	Iteration 8F: 3 clusters Score -1.781625e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139922 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -17824422.000000 Penalty: 3952.986084
	Iteration 9F: 3 clusters Score -1.782442e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -17828490.000000 Penalty: 3952.986084
	Iteration 10Q: 3 clusters Score -1.782849e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149875 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -17831462.000000 Penalty: 3952.986084
	Iteration 11Q: 3 clusters Score -1.783146e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154443 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -17834298.000000 Penalty: 3952.986084
	Iteration 12Q: 3 clusters Score -1.78343e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158865 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -17836654.000000 Penalty: 3952.986084
	Iteration 13Q: 3 clusters Score -1.783665e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163059 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -17838752.000000 Penalty: 3952.986084
	Iteration 14Q: 3 clusters Score -1.783875e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -17840530.000000 Penalty: 3952.986084
	Iteration 15Q: 3 clusters Score -1.784053e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -17842022.000000 Penalty: 3952.986084
	Iteration 16Q: 3 clusters Score -1.784202e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173698 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -17843118.000000 Penalty: 3952.986084
	Iteration 17Q: 3 clusters Score -1.784312e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176346 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -17843750.000000 Penalty: 3952.986084
	Iteration 18Q: 3 clusters Score -1.784375e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178620 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -17844302.000000 Penalty: 3952.986084
	Iteration 19Q: 3 clusters Score -1.78443e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180526 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -17844672.000000 Penalty: 3952.986084
	Iteration 20F: 3 clusters Score -1.784467e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182097 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -17845040.000000 Penalty: 3952.986084
	Iteration 21Q: 3 clusters Score -1.784504e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183410 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -17845356.000000 Penalty: 3952.986084
	Iteration 22Q: 3 clusters Score -1.784536e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184491 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -17845546.000000 Penalty: 3952.986084
	Iteration 23Q: 3 clusters Score -1.784555e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185392 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -17845756.000000 Penalty: 3952.986084
	Iteration 24Q: 3 clusters Score -1.784576e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186132 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -17845940.000000 Penalty: 3952.986084
	Iteration 25Q: 3 clusters Score -1.784594e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186741 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -17846100.000000 Penalty: 3952.986084
	Iteration 26Q: 3 clusters Score -1.78461e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187217 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -17846106.000000 Penalty: 3952.986084
	Iteration 27Q: 3 clusters Score -1.784611e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187619 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -17846294.000000 Penalty: 3952.986084
	Iteration 28Q: 3 clusters Score -1.784629e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187998 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -17846406.000000 Penalty: 3952.986084
	Iteration 29Q: 3 clusters Score -1.784641e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188325 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -17846428.000000 Penalty: 3952.986084
	Iteration 30Q: 3 clusters Score -1.784643e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188590 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -17846574.000000 Penalty: 3952.986084
	Iteration 31Q: 3 clusters Score -1.784657e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188821 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -17846638.000000 Penalty: 3952.986084
	Iteration 32Q: 3 clusters Score -1.784664e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189015 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -17846700.000000 Penalty: 3952.986084
	Iteration 33Q: 3 clusters Score -1.78467e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189165 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -17846740.000000 Penalty: 3952.986084
	Iteration 34Q: 3 clusters Score -1.784674e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189295 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -17846840.000000 Penalty: 3952.986084
	Iteration 35Q: 3 clusters Score -1.784684e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189412 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -17846904.000000 Penalty: 3952.986084
	Iteration 36Q: 3 clusters Score -1.78469e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189517 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -17846968.000000 Penalty: 3952.986084
	Iteration 37Q: 3 clusters Score -1.784697e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189595 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -17847024.000000 Penalty: 3952.986084
	Iteration 38Q: 3 clusters Score -1.784702e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189645 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -17847016.000000 Penalty: 3952.986084
	Iteration 39Q: 3 clusters Score -1.784702e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189713 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17847062.000000 Penalty: 3952.986084
	Iteration 40F: 3 clusters Score -1.784706e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189775 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -17847070.000000 Penalty: 3952.986084
	Iteration 41Q: 3 clusters Score -1.784707e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189828 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -17847162.000000 Penalty: 3952.986084
	Iteration 42Q: 3 clusters Score -1.784716e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189903 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -17847284.000000 Penalty: 3952.986084
	Iteration 43Q: 3 clusters Score -1.784728e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189960 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -17847436.000000 Penalty: 3952.986084
	Iteration 44Q: 3 clusters Score -1.784744e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189973 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -17847630.000000 Penalty: 3952.986084
	Iteration 45Q: 3 clusters Score -1.784763e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189925 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -17847748.000000 Penalty: 3952.986084
	Iteration 46Q: 3 clusters Score -1.784775e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189861 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -17847826.000000 Penalty: 3952.986084
	Iteration 47Q: 3 clusters Score -1.784783e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189814 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17847896.000000 Penalty: 3952.986084
	Iteration 48Q: 3 clusters Score -1.78479e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189761 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17847968.000000 Penalty: 3952.986084
	Iteration 49Q: 3 clusters Score -1.784797e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189726 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -17847966.000000 Penalty: 3952.986084
	Iteration 50Q: 3 clusters Score -1.784797e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189695 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -17848020.000000 Penalty: 3952.986084
	Iteration 51Q: 3 clusters Score -1.784802e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189659 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -17848056.000000 Penalty: 3952.986084
	Iteration 52Q: 3 clusters Score -1.784806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189622 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -17848082.000000 Penalty: 3952.986084
	Iteration 53Q: 3 clusters Score -1.784808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189591 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -17848078.000000 Penalty: 3952.986084
	Iteration 54Q: 3 clusters Score -1.784808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189564 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -17848098.000000 Penalty: 3952.986084
	Iteration 55Q: 3 clusters Score -1.78481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189556 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -17848082.000000 Penalty: 3952.986084
	Iteration 56Q: 3 clusters Score -1.784808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189540 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17848078.000000 Penalty: 3952.986084
	Iteration 57Q: 3 clusters Score -1.784808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189524 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -17848112.000000 Penalty: 3952.986084
	Iteration 58Q: 3 clusters Score -1.784811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189510 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -17848138.000000 Penalty: 3952.986084
	Iteration 59Q: 3 clusters Score -1.784814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189496 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -17848146.000000 Penalty: 3952.986084
	Iteration 60F: 3 clusters Score -1.784815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189485 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17848156.000000 Penalty: 3952.986084
	Iteration 61Q: 3 clusters Score -1.784816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189476 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -17848164.000000 Penalty: 3952.986084
	Iteration 62Q: 3 clusters Score -1.784816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189470 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -17848182.000000 Penalty: 3952.986084
	Iteration 63Q: 3 clusters Score -1.784818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189460 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -17848178.000000 Penalty: 3952.986084
	Iteration 64Q: 3 clusters Score -1.784818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189449 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -17848184.000000 Penalty: 3952.986084
	Iteration 65Q: 3 clusters Score -1.784818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189447 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17848192.000000 Penalty: 3952.986084
	Iteration 66Q: 3 clusters Score -1.784819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189444 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17848200.000000 Penalty: 3952.986084
	Iteration 67Q: 3 clusters Score -1.78482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189442 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -17848200.000000 Penalty: 3952.986084
	Iteration 68Q: 3 clusters Score -1.78482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189438 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -17848190.000000 Penalty: 3952.986084
	Iteration 69Q: 3 clusters Score -1.784819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189436 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -17848196.000000 Penalty: 3952.986084
	Iteration 70Q: 3 clusters Score -1.78482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189434 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17848198.000000 Penalty: 3952.986084
	Iteration 71Q: 3 clusters Score -1.78482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189429 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -17848210.000000 Penalty: 3952.986084
	Iteration 72Q: 3 clusters Score -1.784821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189422 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -17848218.000000 Penalty: 3952.986084
	Iteration 73Q: 3 clusters Score -1.784822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189421 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -17848212.000000 Penalty: 3952.986084
	Iteration 74Q: 3 clusters Score -1.784821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189420 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -17848206.000000 Penalty: 3952.986084
	Iteration 75Q: 3 clusters Score -1.784821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189416 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -17848198.000000 Penalty: 3952.986084
	Iteration 76Q: 3 clusters Score -1.78482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189413 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -17848210.000000 Penalty: 3952.986084
	Iteration 77Q: 3 clusters Score -1.784821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189409 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -17848198.000000 Penalty: 3952.986084
	Iteration 78Q: 3 clusters Score -1.78482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189408 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17848216.000000 Penalty: 3952.986084
	Iteration 79Q: 3 clusters Score -1.784822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189408 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17848220.000000 Penalty: 3952.986084
	Iteration 80F: 3 clusters Score -1.784822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189409 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -17848218.000000 Penalty: 3952.986084
	Iteration 81Q: 3 clusters Score -1.784822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189410 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -17848216.000000 Penalty: 3952.986084
	Iteration 82Q: 3 clusters Score -1.784822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189410 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -17848216.000000 Penalty: 3952.986084
	Iteration 83F: 3 clusters Score -1.784822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Entering Unmasked Estep 
Score: -9269452.000000 Penalty: 1866.980957
	Iteration 0F: 2 clusters Score -9269452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -9204089.000000 Penalty: 3733.961914
	Iteration 0F: 3 clusters Score -9204089 nChanged 46980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -9231530.000000 Penalty: 3733.961914
	Iteration 1F: 3 clusters Score -9231530 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -9232197.000000 Penalty: 3733.961914
	Iteration 2Q: 3 clusters Score -9232197 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -9233211.000000 Penalty: 3733.961914
	Iteration 3Q: 3 clusters Score -9233211 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -9234884.000000 Penalty: 3733.961914
	Iteration 4Q: 3 clusters Score -9234884 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -9237452.000000 Penalty: 3733.961914
	Iteration 5F: 3 clusters Score -9237452 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -9241492.000000 Penalty: 3733.961914
	Iteration 6F: 3 clusters Score -9241492 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -9247250.000000 Penalty: 3733.961914
	Iteration 7F: 3 clusters Score -9247250 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -9253770.000000 Penalty: 3733.961914
	Iteration 8F: 3 clusters Score -9253770 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -9259746.000000 Penalty: 3733.961914
	Iteration 9F: 3 clusters Score -9259746 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -9263393.000000 Penalty: 3733.961914
	Iteration 10Q: 3 clusters Score -9263393 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -9265045.000000 Penalty: 3733.961914
	Iteration 11Q: 3 clusters Score -9265045 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -9265677.000000 Penalty: 3733.961914
	Iteration 12Q: 3 clusters Score -9265677 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -9266048.000000 Penalty: 3733.961914
	Iteration 13Q: 3 clusters Score -9266048 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -9266334.000000 Penalty: 3733.961914
	Iteration 14Q: 3 clusters Score -9266334 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -9266572.000000 Penalty: 3733.961914
	Iteration 15Q: 3 clusters Score -9266572 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -9266780.000000 Penalty: 3733.961914
	Iteration 16Q: 3 clusters Score -9266780 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -9266957.000000 Penalty: 3733.961914
	Iteration 17Q: 3 clusters Score -9266957 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -9267159.000000 Penalty: 3733.961914
	Iteration 18Q: 3 clusters Score -9267159 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -9267343.000000 Penalty: 3733.961914
	Iteration 19Q: 3 clusters Score -9267343 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -9267430.000000 Penalty: 3733.961914
	Iteration 20F: 3 clusters Score -9267430 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -9267528.000000 Penalty: 3733.961914
	Iteration 21Q: 3 clusters Score -9267528 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -9267582.000000 Penalty: 3733.961914
	Iteration 22Q: 3 clusters Score -9267582 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -9267622.000000 Penalty: 3733.961914
	Iteration 23Q: 3 clusters Score -9267622 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -9267677.000000 Penalty: 3733.961914
	Iteration 24Q: 3 clusters Score -9267677 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -9267758.000000 Penalty: 3733.961914
	Iteration 25Q: 3 clusters Score -9267758 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -9267801.000000 Penalty: 3733.961914
	Iteration 26Q: 3 clusters Score -9267801 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9267806.000000 Penalty: 3733.961914
	Iteration 27Q: 3 clusters Score -9267806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9267852.000000 Penalty: 3733.961914
	Iteration 28Q: 3 clusters Score -9267852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9267884.000000 Penalty: 3733.961914
	Iteration 29Q: 3 clusters Score -9267884 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9267908.000000 Penalty: 3733.961914
	Iteration 30Q: 3 clusters Score -9267908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9267921.000000 Penalty: 3733.961914
	Iteration 31Q: 3 clusters Score -9267921 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9267927.000000 Penalty: 3733.961914
	Iteration 32Q: 3 clusters Score -9267927 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9267937.000000 Penalty: 3733.961914
	Iteration 33Q: 3 clusters Score -9267937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9267935.000000 Penalty: 3733.961914
	Iteration 34Q: 3 clusters Score -9267935 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9267955.000000 Penalty: 3733.961914
	Iteration 35Q: 3 clusters Score -9267955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -9267985.000000 Penalty: 3733.961914
	Iteration 36Q: 3 clusters Score -9267985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9267997.000000 Penalty: 3733.961914
	Iteration 37Q: 3 clusters Score -9267997 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9268001.000000 Penalty: 3733.961914
	Iteration 38Q: 3 clusters Score -9268001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9268025.000000 Penalty: 3733.961914
	Iteration 39Q: 3 clusters Score -9268025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9268049.000000 Penalty: 3733.961914
	Iteration 40F: 3 clusters Score -9268049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9268045.000000 Penalty: 3733.961914
	Iteration 41Q: 3 clusters Score -9268045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9268069.000000 Penalty: 3733.961914
	Iteration 42Q: 3 clusters Score -9268069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9268080.000000 Penalty: 3733.961914
	Iteration 43Q: 3 clusters Score -9268080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9268080.000000 Penalty: 3733.961914
	Iteration 44Q: 3 clusters Score -9268080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9268088.000000 Penalty: 3733.961914
	Iteration 45Q: 3 clusters Score -9268088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9268090.000000 Penalty: 3733.961914
	Iteration 46Q: 3 clusters Score -9268090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9268089.000000 Penalty: 3733.961914
	Iteration 47Q: 3 clusters Score -9268089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9268102.000000 Penalty: 3733.961914
	Iteration 48Q: 3 clusters Score -9268102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9268113.000000 Penalty: 3733.961914
	Iteration 49Q: 3 clusters Score -9268113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9268102.000000 Penalty: 3733.961914
	Iteration 50Q: 3 clusters Score -9268102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9268105.000000 Penalty: 3733.961914
	Iteration 51Q: 3 clusters Score -9268105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9268114.000000 Penalty: 3733.961914
	Iteration 52Q: 3 clusters Score -9268114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9268119.000000 Penalty: 3733.961914
	Iteration 53Q: 3 clusters Score -9268119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9268115.000000 Penalty: 3733.961914
	Iteration 54Q: 3 clusters Score -9268115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9268120.000000 Penalty: 3733.961914
	Iteration 55Q: 3 clusters Score -9268120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9268111.000000 Penalty: 3733.961914
	Iteration 56Q: 3 clusters Score -9268111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9268106.000000 Penalty: 3733.961914
	Iteration 57Q: 3 clusters Score -9268106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9268115.000000 Penalty: 3733.961914
	Iteration 58Q: 3 clusters Score -9268115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95836 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9268111.000000 Penalty: 3733.961914
	Iteration 59Q: 3 clusters Score -9268111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9268121.000000 Penalty: 3733.961914
	Iteration 60F: 3 clusters Score -9268121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9268126.000000 Penalty: 3733.961914
	Iteration 61Q: 3 clusters Score -9268126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9268125.000000 Penalty: 3733.961914
	Iteration 62Q: 3 clusters Score -9268125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9268121.000000 Penalty: 3733.961914
	Iteration 63Q: 3 clusters Score -9268121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9268124.000000 Penalty: 3733.961914
	Iteration 64Q: 3 clusters Score -9268124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9268128.000000 Penalty: 3733.961914
	Iteration 65Q: 3 clusters Score -9268128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9268131.000000 Penalty: 3733.961914
	Iteration 66Q: 3 clusters Score -9268131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9268128.000000 Penalty: 3733.961914
	Iteration 67Q: 3 clusters Score -9268128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9268129.000000 Penalty: 3733.961914
	Iteration 68Q: 3 clusters Score -9268129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9268128.000000 Penalty: 3733.961914
	Iteration 69Q: 3 clusters Score -9268128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9268130.000000 Penalty: 3733.961914
	Iteration 70Q: 3 clusters Score -9268130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9268130.000000 Penalty: 3733.961914
	Iteration 71F: 3 clusters Score -9268130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -8124.375977 Penalty: 772.458374
	Iteration 0F: 2 clusters Score -8124.376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7524.645508 Penalty: 1544.916748
	Iteration 0F: 3 clusters Score -7524.646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7546.619629 Penalty: 1544.916748
	Iteration 1F: 3 clusters Score -7546.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7565.949219 Penalty: 1544.916748
	Iteration 2Q: 3 clusters Score -7565.949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7569.535645 Penalty: 1544.916748
	Iteration 3Q: 3 clusters Score -7569.536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7569.535645 Penalty: 1544.916748
	Iteration 4F: 3 clusters Score -7569.536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -65314.843750 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -65314.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64023.859375 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -64023.86 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64230.640625 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -64230.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64314.703125 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -64314.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64349.253906 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -64349.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64370.789062 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -64370.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64395.359375 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -64395.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64405.464844 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -64405.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64411.933594 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -64411.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64415.250000 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -64415.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64416.964844 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -64416.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64416.964844 Penalty: 2159.231689
	Iteration 10F: 3 clusters Score -64416.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14974 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66545 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 186150 members 
Mstep: Class 15 contains 41236 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49274 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191575 members 
Mstep: Class 20 contains 97647 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443196.000000 Penalty: 48245.828125
Iteration 319Q: 23 clusters Score -6.64432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14974 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41048 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66548 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11024 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 186143 members 
Mstep: Class 15 contains 41236 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49282 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191557 members 
Mstep: Class 20 contains 97655 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443200.000000 Penalty: 48245.828125
Iteration 320F: 23 clusters Score -6.64432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66549 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11027 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 186141 members 
Mstep: Class 15 contains 41234 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49293 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191550 members 
Mstep: Class 20 contains 97653 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443180.000000 Penalty: 48245.828125
Iteration 321Q: 23 clusters Score -6.644318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14986 members 
Mstep: Class 3 contains 5894 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66550 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 186132 members 
Mstep: Class 15 contains 41233 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49296 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191557 members 
Mstep: Class 20 contains 97655 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443120.000000 Penalty: 48245.828125
Iteration 322Q: 23 clusters Score -6.644312e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 5887 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41046 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66550 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 186131 members 
Mstep: Class 15 contains 41231 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49300 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191556 members 
Mstep: Class 20 contains 97655 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443068.000000 Penalty: 48245.828125
Iteration 323Q: 23 clusters Score -6.644307e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14997 members 
Mstep: Class 3 contains 5883 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41047 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66549 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11032 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 186120 members 
Mstep: Class 15 contains 41230 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49305 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191559 members 
Mstep: Class 20 contains 97661 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443120.000000 Penalty: 48245.828125
Iteration 324Q: 23 clusters Score -6.644312e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15006 members 
Mstep: Class 3 contains 5883 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41048 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66549 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 186114 members 
Mstep: Class 15 contains 41229 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49314 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191561 members 
Mstep: Class 20 contains 97663 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443176.000000 Penalty: 48245.828125
Iteration 325Q: 23 clusters Score -6.644318e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15014 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41048 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66549 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 186109 members 
Mstep: Class 15 contains 41230 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49320 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191559 members 
Mstep: Class 20 contains 97672 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443192.000000 Penalty: 48245.828125
Iteration 326Q: 23 clusters Score -6.644319e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15027 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41047 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66549 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 186109 members 
Mstep: Class 15 contains 41230 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49329 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191556 members 
Mstep: Class 20 contains 97676 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443164.000000 Penalty: 48245.828125
Iteration 327Q: 23 clusters Score -6.644316e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 5857 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41048 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66547 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 14 contains 186106 members 
Mstep: Class 15 contains 41229 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49336 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191557 members 
Mstep: Class 20 contains 97686 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443160.000000 Penalty: 48245.828125
Iteration 328Q: 23 clusters Score -6.644316e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41052 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66545 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 186102 members 
Mstep: Class 15 contains 41230 members 
Mstep: Class 16 contains 8932 members 
Mstep: Class 17 contains 49344 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191541 members 
Mstep: Class 20 contains 97700 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443212.000000 Penalty: 48245.828125
Iteration 329Q: 23 clusters Score -6.644321e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15055 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41056 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66544 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 186100 members 
Mstep: Class 15 contains 41230 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49352 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 97711 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443160.000000 Penalty: 48245.828125
Iteration 330Q: 23 clusters Score -6.644316e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15061 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41060 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10976 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 186095 members 
Mstep: Class 15 contains 41233 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49357 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191514 members 
Mstep: Class 20 contains 97723 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443192.000000 Penalty: 48245.828125
Iteration 331Q: 23 clusters Score -6.644319e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15065 members 
Mstep: Class 3 contains 5833 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41060 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 186096 members 
Mstep: Class 15 contains 41235 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49368 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191495 members 
Mstep: Class 20 contains 97737 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443180.000000 Penalty: 48245.828125
Iteration 332Q: 23 clusters Score -6.644318e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15069 members 
Mstep: Class 3 contains 5826 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41060 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 186098 members 
Mstep: Class 15 contains 41237 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49382 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191470 members 
Mstep: Class 20 contains 97751 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443216.000000 Penalty: 48245.828125
Iteration 333Q: 23 clusters Score -6.644322e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15073 members 
Mstep: Class 3 contains 5818 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41060 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66544 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 186101 members 
Mstep: Class 15 contains 41237 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49394 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191450 members 
Mstep: Class 20 contains 97758 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443124.000000 Penalty: 48245.828125
Iteration 334Q: 23 clusters Score -6.644312e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15075 members 
Mstep: Class 3 contains 5808 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41062 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66547 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 186103 members 
Mstep: Class 15 contains 41237 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49401 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191438 members 
Mstep: Class 20 contains 97759 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443148.000000 Penalty: 48245.828125
Iteration 335Q: 23 clusters Score -6.644315e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15083 members 
Mstep: Class 3 contains 5793 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41066 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66548 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 186107 members 
Mstep: Class 15 contains 41236 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49407 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191434 members 
Mstep: Class 20 contains 97758 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443148.000000 Penalty: 48245.828125
Iteration 336Q: 23 clusters Score -6.644315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15085 members 
Mstep: Class 3 contains 5780 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66544 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 186113 members 
Mstep: Class 15 contains 41235 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49410 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191431 members 
Mstep: Class 20 contains 97763 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443204.000000 Penalty: 48245.828125
Iteration 337Q: 23 clusters Score -6.64432e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15086 members 
Mstep: Class 3 contains 5771 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41070 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 186112 members 
Mstep: Class 15 contains 41233 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49413 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191432 members 
Mstep: Class 20 contains 97764 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443212.000000 Penalty: 48245.828125
Iteration 338Q: 23 clusters Score -6.644321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15086 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41074 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 186115 members 
Mstep: Class 15 contains 41228 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49414 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191436 members 
Mstep: Class 20 contains 97770 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443188.000000 Penalty: 48245.828125
Iteration 339Q: 23 clusters Score -6.644319e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15084 members 
Mstep: Class 3 contains 5751 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41077 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 186120 members 
Mstep: Class 15 contains 41229 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49419 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191423 members 
Mstep: Class 20 contains 97775 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443280.000000 Penalty: 48245.828125
Iteration 340F: 23 clusters Score -6.644328e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15086 members 
Mstep: Class 3 contains 5744 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41079 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66544 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 186130 members 
Mstep: Class 15 contains 41233 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49426 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191402 members 
Mstep: Class 20 contains 97781 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443328.000000 Penalty: 48245.828125
Iteration 341Q: 23 clusters Score -6.644333e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15093 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41080 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 186135 members 
Mstep: Class 15 contains 41236 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49440 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191382 members 
Mstep: Class 20 contains 97788 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443300.000000 Penalty: 48245.828125
Iteration 342Q: 23 clusters Score -6.64433e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15105 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41082 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 186137 members 
Mstep: Class 15 contains 41242 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49457 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191365 members 
Mstep: Class 20 contains 97789 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443348.000000 Penalty: 48245.828125
Iteration 343Q: 23 clusters Score -6.644335e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15113 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41089 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 186136 members 
Mstep: Class 15 contains 41244 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49467 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191346 members 
Mstep: Class 20 contains 97790 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443352.000000 Penalty: 48245.828125
Iteration 344Q: 23 clusters Score -6.644335e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15115 members 
Mstep: Class 3 contains 5710 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41095 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66534 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 186133 members 
Mstep: Class 15 contains 41243 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49475 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191338 members 
Mstep: Class 20 contains 97792 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443320.000000 Penalty: 48245.828125
Iteration 345Q: 23 clusters Score -6.644332e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15113 members 
Mstep: Class 3 contains 5709 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66534 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10975 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 186134 members 
Mstep: Class 15 contains 41246 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49482 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191324 members 
Mstep: Class 20 contains 97794 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443288.000000 Penalty: 48245.828125
Iteration 346Q: 23 clusters Score -6.644329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15114 members 
Mstep: Class 3 contains 5709 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41095 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66533 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 186138 members 
Mstep: Class 15 contains 41245 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49489 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191317 members 
Mstep: Class 20 contains 97796 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443276.000000 Penalty: 48245.828125
Iteration 347Q: 23 clusters Score -6.644328e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15117 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41096 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66532 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 186140 members 
Mstep: Class 15 contains 41245 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49493 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191310 members 
Mstep: Class 20 contains 97800 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443308.000000 Penalty: 48245.828125
Iteration 348Q: 23 clusters Score -6.644331e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15114 members 
Mstep: Class 3 contains 5708 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41095 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66532 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 186140 members 
Mstep: Class 15 contains 41246 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49502 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191298 members 
Mstep: Class 20 contains 97805 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443284.000000 Penalty: 48245.828125
Iteration 349Q: 23 clusters Score -6.644328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15117 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41095 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66534 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 1693 members 
Mstep: Class 14 contains 186141 members 
Mstep: Class 15 contains 41247 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 49514 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191284 members 
Mstep: Class 20 contains 97805 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443280.000000 Penalty: 48245.828125
Iteration 350Q: 23 clusters Score -6.644328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15118 members 
Mstep: Class 3 contains 5702 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41092 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 186145 members 
Mstep: Class 15 contains 41247 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49528 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191264 members 
Mstep: Class 20 contains 97805 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443312.000000 Penalty: 48245.828125
Iteration 351Q: 23 clusters Score -6.644331e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15121 members 
Mstep: Class 3 contains 5699 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41089 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10975 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 186143 members 
Mstep: Class 15 contains 41249 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49547 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191244 members 
Mstep: Class 20 contains 97809 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443288.000000 Penalty: 48245.828125
Iteration 352Q: 23 clusters Score -6.644329e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15121 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41087 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 186141 members 
Mstep: Class 15 contains 41250 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49559 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191235 members 
Mstep: Class 20 contains 97809 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443316.000000 Penalty: 48245.828125
Iteration 353Q: 23 clusters Score -6.644332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15124 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41086 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 186136 members 
Mstep: Class 15 contains 41249 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49571 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191227 members 
Mstep: Class 20 contains 97810 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443228.000000 Penalty: 48245.828125
Iteration 354Q: 23 clusters Score -6.644323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15125 members 
Mstep: Class 3 contains 5695 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41087 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 186133 members 
Mstep: Class 15 contains 41249 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49583 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191213 members 
Mstep: Class 20 contains 97811 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443244.000000 Penalty: 48245.828125
Iteration 355Q: 23 clusters Score -6.644324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15128 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 1687 members 
Mstep: Class 14 contains 186129 members 
Mstep: Class 15 contains 41250 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49593 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191203 members 
Mstep: Class 20 contains 97811 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443220.000000 Penalty: 48245.828125
Iteration 356Q: 23 clusters Score -6.644322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15127 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10984 members 
Mstep: Class 13 contains 1686 members 
Mstep: Class 14 contains 186128 members 
Mstep: Class 15 contains 41251 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49606 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191183 members 
Mstep: Class 20 contains 97812 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443224.000000 Penalty: 48245.828125
Iteration 357Q: 23 clusters Score -6.644322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15132 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 186125 members 
Mstep: Class 15 contains 41253 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49617 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191169 members 
Mstep: Class 20 contains 97812 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443228.000000 Penalty: 48245.828125
Iteration 358Q: 23 clusters Score -6.644323e+07 nChanged 29
Entering ConstructFrom: 
Score: -66443228.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -18952.703125 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -18952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18138.923828 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -18138.92 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18359.537109 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -18359.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18421.957031 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -18421.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18451.453125 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -18451.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18459.089844 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -18459.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18459.089844 Penalty: 1903.828247
	Iteration 5F: 3 clusters Score -18459.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Entering Unmasked Estep 
Score: -1320311.250000 Penalty: 1563.992188
	Iteration 0F: 2 clusters Score -1320311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1309929.000000 Penalty: 3127.984375
	Iteration 0F: 3 clusters Score -1309929 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1313712.750000 Penalty: 3127.984375
	Iteration 1F: 3 clusters Score -1313713 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1314101.250000 Penalty: 3127.984375
	Iteration 2F: 3 clusters Score -1314101 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1314477.125000 Penalty: 3127.984375
	Iteration 3F: 3 clusters Score -1314477 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1314876.875000 Penalty: 3127.984375
	Iteration 4Q: 3 clusters Score -1314877 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1315330.375000 Penalty: 3127.984375
	Iteration 5Q: 3 clusters Score -1315330 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1315804.125000 Penalty: 3127.984375
	Iteration 6Q: 3 clusters Score -1315804 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1316249.750000 Penalty: 3127.984375
	Iteration 7Q: 3 clusters Score -1316250 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1316649.500000 Penalty: 3127.984375
	Iteration 8Q: 3 clusters Score -1316650 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1316984.625000 Penalty: 3127.984375
	Iteration 9Q: 3 clusters Score -1316985 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1317239.500000 Penalty: 3127.984375
	Iteration 10Q: 3 clusters Score -1317240 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1317416.000000 Penalty: 3127.984375
	Iteration 11Q: 3 clusters Score -1317416 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1317586.125000 Penalty: 3127.984375
	Iteration 12Q: 3 clusters Score -1317586 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1317729.875000 Penalty: 3127.984375
	Iteration 13Q: 3 clusters Score -1317730 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1317841.000000 Penalty: 3127.984375
	Iteration 14Q: 3 clusters Score -1317841 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1317934.250000 Penalty: 3127.984375
	Iteration 15Q: 3 clusters Score -1317934 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1318003.125000 Penalty: 3127.984375
	Iteration 16Q: 3 clusters Score -1318003 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1318065.500000 Penalty: 3127.984375
	Iteration 17Q: 3 clusters Score -1318066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1318114.125000 Penalty: 3127.984375
	Iteration 18Q: 3 clusters Score -1318114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1318158.375000 Penalty: 3127.984375
	Iteration 19Q: 3 clusters Score -1318158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1318210.250000 Penalty: 3127.984375
	Iteration 20F: 3 clusters Score -1318210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1318259.125000 Penalty: 3127.984375
	Iteration 21Q: 3 clusters Score -1318259 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1318332.375000 Penalty: 3127.984375
	Iteration 22Q: 3 clusters Score -1318332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1318404.000000 Penalty: 3127.984375
	Iteration 23Q: 3 clusters Score -1318404 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1318472.375000 Penalty: 3127.984375
	Iteration 24Q: 3 clusters Score -1318472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1318545.125000 Penalty: 3127.984375
	Iteration 25Q: 3 clusters Score -1318545 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1318632.125000 Penalty: 3127.984375
	Iteration 26Q: 3 clusters Score -1318632 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1318707.375000 Penalty: 3127.984375
	Iteration 27Q: 3 clusters Score -1318707 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1318763.500000 Penalty: 3127.984375
	Iteration 28Q: 3 clusters Score -1318764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1318816.750000 Penalty: 3127.984375
	Iteration 29Q: 3 clusters Score -1318817 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1318860.375000 Penalty: 3127.984375
	Iteration 30Q: 3 clusters Score -1318860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1318893.500000 Penalty: 3127.984375
	Iteration 31Q: 3 clusters Score -1318894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1318931.000000 Penalty: 3127.984375
	Iteration 32Q: 3 clusters Score -1318931 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1318966.625000 Penalty: 3127.984375
	Iteration 33Q: 3 clusters Score -1318967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1318996.125000 Penalty: 3127.984375
	Iteration 34Q: 3 clusters Score -1318996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1319021.500000 Penalty: 3127.984375
	Iteration 35Q: 3 clusters Score -1319022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1319032.375000 Penalty: 3127.984375
	Iteration 36Q: 3 clusters Score -1319032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1319044.625000 Penalty: 3127.984375
	Iteration 37Q: 3 clusters Score -1319045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1319058.750000 Penalty: 3127.984375
	Iteration 38Q: 3 clusters Score -1319059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1319064.375000 Penalty: 3127.984375
	Iteration 39Q: 3 clusters Score -1319064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1319069.500000 Penalty: 3127.984375
	Iteration 40F: 3 clusters Score -1319070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1319074.500000 Penalty: 3127.984375
	Iteration 41Q: 3 clusters Score -1319074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1319082.000000 Penalty: 3127.984375
	Iteration 42Q: 3 clusters Score -1319082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1319084.250000 Penalty: 3127.984375
	Iteration 43Q: 3 clusters Score -1319084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1319092.000000 Penalty: 3127.984375
	Iteration 44Q: 3 clusters Score -1319092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1319098.750000 Penalty: 3127.984375
	Iteration 45Q: 3 clusters Score -1319099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1319107.375000 Penalty: 3127.984375
	Iteration 46Q: 3 clusters Score -1319107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1319113.250000 Penalty: 3127.984375
	Iteration 47Q: 3 clusters Score -1319113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1319116.500000 Penalty: 3127.984375
	Iteration 48Q: 3 clusters Score -1319116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1319115.625000 Penalty: 3127.984375
	Iteration 49Q: 3 clusters Score -1319116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1319118.125000 Penalty: 3127.984375
	Iteration 50Q: 3 clusters Score -1319118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1319120.625000 Penalty: 3127.984375
	Iteration 51Q: 3 clusters Score -1319121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1319119.125000 Penalty: 3127.984375
	Iteration 52Q: 3 clusters Score -1319119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1319119.750000 Penalty: 3127.984375
	Iteration 53Q: 3 clusters Score -1319120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1319119.750000 Penalty: 3127.984375
	Iteration 54F: 3 clusters Score -1319120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Entering Unmasked Estep 
Score: -525439.312500 Penalty: 1405.250366
	Iteration 0F: 2 clusters Score -525439.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -520986.906250 Penalty: 2810.500732
	Iteration 0F: 3 clusters Score -520986.9 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -522211.562500 Penalty: 2810.500732
	Iteration 1F: 3 clusters Score -522211.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -522391.437500 Penalty: 2810.500732
	Iteration 2F: 3 clusters Score -522391.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -522499.156250 Penalty: 2810.500732
	Iteration 3Q: 3 clusters Score -522499.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -522566.718750 Penalty: 2810.500732
	Iteration 4Q: 3 clusters Score -522566.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -522619.750000 Penalty: 2810.500732
	Iteration 5Q: 3 clusters Score -522619.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -522664.500000 Penalty: 2810.500732
	Iteration 6Q: 3 clusters Score -522664.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -522705.312500 Penalty: 2810.500732
	Iteration 7Q: 3 clusters Score -522705.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -522735.031250 Penalty: 2810.500732
	Iteration 8Q: 3 clusters Score -522735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -522761.093750 Penalty: 2810.500732
	Iteration 9Q: 3 clusters Score -522761.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -522786.625000 Penalty: 2810.500732
	Iteration 10Q: 3 clusters Score -522786.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -522805.250000 Penalty: 2810.500732
	Iteration 11Q: 3 clusters Score -522805.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -522823.500000 Penalty: 2810.500732
	Iteration 12Q: 3 clusters Score -522823.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -522843.062500 Penalty: 2810.500732
	Iteration 13Q: 3 clusters Score -522843.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -522859.156250 Penalty: 2810.500732
	Iteration 14Q: 3 clusters Score -522859.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -522875.062500 Penalty: 2810.500732
	Iteration 15Q: 3 clusters Score -522875.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -522892.218750 Penalty: 2810.500732
	Iteration 16Q: 3 clusters Score -522892.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -522914.093750 Penalty: 2810.500732
	Iteration 17Q: 3 clusters Score -522914.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -522934.687500 Penalty: 2810.500732
	Iteration 18Q: 3 clusters Score -522934.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -522949.093750 Penalty: 2810.500732
	Iteration 19Q: 3 clusters Score -522949.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -522963.187500 Penalty: 2810.500732
	Iteration 20F: 3 clusters Score -522963.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -522981.781250 Penalty: 2810.500732
	Iteration 21Q: 3 clusters Score -522981.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -523001.562500 Penalty: 2810.500732
	Iteration 22Q: 3 clusters Score -523001.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -523021.875000 Penalty: 2810.500732
	Iteration 23Q: 3 clusters Score -523021.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -523045.812500 Penalty: 2810.500732
	Iteration 24Q: 3 clusters Score -523045.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -523071.625000 Penalty: 2810.500732
	Iteration 25Q: 3 clusters Score -523071.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -523097.750000 Penalty: 2810.500732
	Iteration 26Q: 3 clusters Score -523097.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -523123.500000 Penalty: 2810.500732
	Iteration 27Q: 3 clusters Score -523123.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -523148.125000 Penalty: 2810.500732
	Iteration 28Q: 3 clusters Score -523148.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -523175.000000 Penalty: 2810.500732
	Iteration 29Q: 3 clusters Score -523175 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -523205.031250 Penalty: 2810.500732
	Iteration 30Q: 3 clusters Score -523205 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -523234.406250 Penalty: 2810.500732
	Iteration 31Q: 3 clusters Score -523234.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -523278.937500 Penalty: 2810.500732
	Iteration 32Q: 3 clusters Score -523278.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -523325.000000 Penalty: 2810.500732
	Iteration 33Q: 3 clusters Score -523325 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -523372.031250 Penalty: 2810.500732
	Iteration 34Q: 3 clusters Score -523372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -523414.531250 Penalty: 2810.500732
	Iteration 35Q: 3 clusters Score -523414.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -523477.812500 Penalty: 2810.500732
	Iteration 36Q: 3 clusters Score -523477.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -523548.906250 Penalty: 2810.500732
	Iteration 37Q: 3 clusters Score -523548.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -523611.562500 Penalty: 2810.500732
	Iteration 38Q: 3 clusters Score -523611.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -523664.000000 Penalty: 2810.500732
	Iteration 39Q: 3 clusters Score -523664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -523712.687500 Penalty: 2810.500732
	Iteration 40F: 3 clusters Score -523712.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -523772.187500 Penalty: 2810.500732
	Iteration 41Q: 3 clusters Score -523772.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -523824.656250 Penalty: 2810.500732
	Iteration 42Q: 3 clusters Score -523824.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -523869.000000 Penalty: 2810.500732
	Iteration 43Q: 3 clusters Score -523869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -523907.250000 Penalty: 2810.500732
	Iteration 44Q: 3 clusters Score -523907.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -523946.562500 Penalty: 2810.500732
	Iteration 45Q: 3 clusters Score -523946.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -523976.906250 Penalty: 2810.500732
	Iteration 46Q: 3 clusters Score -523976.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -524002.218750 Penalty: 2810.500732
	Iteration 47Q: 3 clusters Score -524002.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -524025.843750 Penalty: 2810.500732
	Iteration 48Q: 3 clusters Score -524025.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -524051.937500 Penalty: 2810.500732
	Iteration 49Q: 3 clusters Score -524051.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -524079.718750 Penalty: 2810.500732
	Iteration 50Q: 3 clusters Score -524079.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -524104.250000 Penalty: 2810.500732
	Iteration 51Q: 3 clusters Score -524104.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -524127.375000 Penalty: 2810.500732
	Iteration 52Q: 3 clusters Score -524127.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -524145.906250 Penalty: 2810.500732
	Iteration 53Q: 3 clusters Score -524145.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -524163.531250 Penalty: 2810.500732
	Iteration 54Q: 3 clusters Score -524163.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -524176.562500 Penalty: 2810.500732
	Iteration 55Q: 3 clusters Score -524176.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -524183.468750 Penalty: 2810.500732
	Iteration 56Q: 3 clusters Score -524183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -524188.687500 Penalty: 2810.500732
	Iteration 57Q: 3 clusters Score -524188.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -524192.093750 Penalty: 2810.500732
	Iteration 58Q: 3 clusters Score -524192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -524193.656250 Penalty: 2810.500732
	Iteration 59Q: 3 clusters Score -524193.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -524198.062500 Penalty: 2810.500732
	Iteration 60F: 3 clusters Score -524198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -524201.656250 Penalty: 2810.500732
	Iteration 61Q: 3 clusters Score -524201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -524202.937500 Penalty: 2810.500732
	Iteration 62Q: 3 clusters Score -524202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -524205.187500 Penalty: 2810.500732
	Iteration 63Q: 3 clusters Score -524205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -524205.375000 Penalty: 2810.500732
	Iteration 64Q: 3 clusters Score -524205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -524208.093750 Penalty: 2810.500732
	Iteration 65Q: 3 clusters Score -524208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -524207.750000 Penalty: 2810.500732
	Iteration 66Q: 3 clusters Score -524207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -524207.750000 Penalty: 2810.500732
	Iteration 67F: 3 clusters Score -524207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18202.966797 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18202.97 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 196 members 
Entering Unmasked Estep 
Score: -17378.453125 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17378.45 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17729.820312 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17729.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17979.478516 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17979.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18033.029297 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -18033.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18079.015625 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -18079.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18101.490234 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -18101.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18101.490234 Penalty: 1927.979736
	Iteration 6F: 3 clusters Score -18101.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -49337.156250 Penalty: 1037.319824
	Iteration 0F: 2 clusters Score -49337.16 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 303 members 
Entering Unmasked Estep 
Score: -48199.472656 Penalty: 2074.639648
	Iteration 0F: 3 clusters Score -48199.47 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48351.347656 Penalty: 2074.639648
	Iteration 1F: 3 clusters Score -48351.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48382.949219 Penalty: 2074.639648
	Iteration 2Q: 3 clusters Score -48382.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48393.835938 Penalty: 2074.639648
	Iteration 3Q: 3 clusters Score -48393.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48397.515625 Penalty: 2074.639648
	Iteration 4Q: 3 clusters Score -48397.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48400.734375 Penalty: 2074.639648
	Iteration 5Q: 3 clusters Score -48400.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48401.554688 Penalty: 2074.639648
	Iteration 6Q: 3 clusters Score -48401.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48403.531250 Penalty: 2074.639648
	Iteration 7Q: 3 clusters Score -48403.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48404.320312 Penalty: 2074.639648
	Iteration 8Q: 3 clusters Score -48404.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48404.320312 Penalty: 2074.639648
	Iteration 9F: 3 clusters Score -48404.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Entering Unmasked Estep 
Score: -436476.031250 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -436476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -432622.250000 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -432622.2 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -433632.250000 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -433632.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -433802.062500 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -433802.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -433916.593750 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -433916.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -434000.343750 Penalty: 2758.054443
	Iteration 4Q: 3 clusters Score -434000.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -434084.750000 Penalty: 2758.054443
	Iteration 5Q: 3 clusters Score -434084.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -434180.156250 Penalty: 2758.054443
	Iteration 6Q: 3 clusters Score -434180.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -434271.281250 Penalty: 2758.054443
	Iteration 7Q: 3 clusters Score -434271.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -434364.437500 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -434364.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -434458.187500 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -434458.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -434557.125000 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -434557.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -434652.218750 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -434652.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -434741.531250 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -434741.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -434819.937500 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -434819.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -434889.906250 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -434889.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -434967.875000 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -434967.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -435036.687500 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -435036.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -435102.406250 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -435102.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -435146.281250 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -435146.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -435178.593750 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -435178.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -435199.187500 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -435199.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -435219.343750 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -435219.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -435235.718750 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -435235.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -435247.656250 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -435247.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -435256.250000 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -435256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -435259.062500 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -435259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -435261.843750 Penalty: 2758.054443
	Iteration 26Q: 3 clusters Score -435261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -435263.875000 Penalty: 2758.054443
	Iteration 27Q: 3 clusters Score -435263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -435263.875000 Penalty: 2758.054443
	Iteration 28F: 3 clusters Score -435263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -54188.230469 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -54188.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53278.996094 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -53279 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -53855.695312 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -53855.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -54049.449219 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -54049.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -54104.125000 Penalty: 2112.919189
	Iteration 3Q: 3 clusters Score -54104.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -54112.761719 Penalty: 2112.919189
	Iteration 4Q: 3 clusters Score -54112.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54117.335938 Penalty: 2112.919189
	Iteration 5Q: 3 clusters Score -54117.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54117.335938 Penalty: 2112.919189
	Iteration 6F: 3 clusters Score -54117.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Entering Unmasked Estep 
Score: -3897300.000000 Penalty: 1726.314087
	Iteration 0F: 2 clusters Score -3897300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3869761.500000 Penalty: 3452.628174
	Iteration 0F: 3 clusters Score -3869762 nChanged 19085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3880418.000000 Penalty: 3452.628174
	Iteration 1F: 3 clusters Score -3880418 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3880850.250000 Penalty: 3452.628174
	Iteration 2Q: 3 clusters Score -3880850 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3881395.750000 Penalty: 3452.628174
	Iteration 3Q: 3 clusters Score -3881396 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3882111.500000 Penalty: 3452.628174
	Iteration 4Q: 3 clusters Score -3882112 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3883176.250000 Penalty: 3452.628174
	Iteration 5F: 3 clusters Score -3883176 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3884821.250000 Penalty: 3452.628174
	Iteration 6F: 3 clusters Score -3884821 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3887187.250000 Penalty: 3452.628174
	Iteration 7F: 3 clusters Score -3887187 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3889808.000000 Penalty: 3452.628174
	Iteration 8F: 3 clusters Score -3889808 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3892170.500000 Penalty: 3452.628174
	Iteration 9F: 3 clusters Score -3892170 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3893896.750000 Penalty: 3452.628174
	Iteration 10Q: 3 clusters Score -3893897 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3894895.250000 Penalty: 3452.628174
	Iteration 11Q: 3 clusters Score -3894895 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3895338.500000 Penalty: 3452.628174
	Iteration 12Q: 3 clusters Score -3895338 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3895535.000000 Penalty: 3452.628174
	Iteration 13Q: 3 clusters Score -3895535 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3895636.750000 Penalty: 3452.628174
	Iteration 14Q: 3 clusters Score -3895637 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3895699.750000 Penalty: 3452.628174
	Iteration 15Q: 3 clusters Score -3895700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3895740.500000 Penalty: 3452.628174
	Iteration 16Q: 3 clusters Score -3895740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3895769.500000 Penalty: 3452.628174
	Iteration 17Q: 3 clusters Score -3895770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3895780.500000 Penalty: 3452.628174
	Iteration 18Q: 3 clusters Score -3895780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3895781.000000 Penalty: 3452.628174
	Iteration 19Q: 3 clusters Score -3895781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3895784.250000 Penalty: 3452.628174
	Iteration 20F: 3 clusters Score -3895784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3895788.500000 Penalty: 3452.628174
	Iteration 21Q: 3 clusters Score -3895788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3895792.250000 Penalty: 3452.628174
	Iteration 22Q: 3 clusters Score -3895792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3895795.750000 Penalty: 3452.628174
	Iteration 23Q: 3 clusters Score -3895796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3895796.000000 Penalty: 3452.628174
	Iteration 24Q: 3 clusters Score -3895796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3895796.000000 Penalty: 3452.628174
	Iteration 25Q: 3 clusters Score -3895796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3895796.000000 Penalty: 3452.628174
	Iteration 26F: 3 clusters Score -3895796 nChanged 0
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: -38781.625000 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -38781.62 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 266 members 
Entering Unmasked Estep 
Score: -37721.058594 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -37721.06 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37956.125000 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -37956.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38082.882812 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -38082.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38223.457031 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -38223.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38323.753906 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -38323.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38436.886719 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -38436.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38517.589844 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -38517.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38608.800781 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -38608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38636.792969 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -38636.79 nChanged 9
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: -38673.664062 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -38673.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38700.980469 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -38700.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38702.339844 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -38702.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38705.093750 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -38705.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38705.093750 Penalty: 2040.519531
	Iteration 13F: 3 clusters Score -38705.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Entering Unmasked Estep 
Score: -6317728.500000 Penalty: 1804.650757
	Iteration 0F: 2 clusters Score -6317728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -6273213.000000 Penalty: 3609.301514
	Iteration 0F: 3 clusters Score -6273213 nChanged 31818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -6291298.500000 Penalty: 3609.301514
	Iteration 1F: 3 clusters Score -6291298 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -6291948.000000 Penalty: 3609.301514
	Iteration 2Q: 3 clusters Score -6291948 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -6292742.000000 Penalty: 3609.301514
	Iteration 3Q: 3 clusters Score -6292742 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -6293904.000000 Penalty: 3609.301514
	Iteration 4Q: 3 clusters Score -6293904 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -6295803.500000 Penalty: 3609.301514
	Iteration 5F: 3 clusters Score -6295804 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -6298457.000000 Penalty: 3609.301514
	Iteration 6F: 3 clusters Score -6298457 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -6302136.000000 Penalty: 3609.301514
	Iteration 7F: 3 clusters Score -6302136 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -6306282.500000 Penalty: 3609.301514
	Iteration 8F: 3 clusters Score -6306282 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -6309740.000000 Penalty: 3609.301514
	Iteration 9F: 3 clusters Score -6309740 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -6311887.500000 Penalty: 3609.301514
	Iteration 10Q: 3 clusters Score -6311888 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -6312892.500000 Penalty: 3609.301514
	Iteration 11Q: 3 clusters Score -6312892 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -6313485.000000 Penalty: 3609.301514
	Iteration 12Q: 3 clusters Score -6313485 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -6313951.000000 Penalty: 3609.301514
	Iteration 13Q: 3 clusters Score -6313951 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -6314292.000000 Penalty: 3609.301514
	Iteration 14Q: 3 clusters Score -6314292 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -6314583.000000 Penalty: 3609.301514
	Iteration 15Q: 3 clusters Score -6314583 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -6314842.500000 Penalty: 3609.301514
	Iteration 16Q: 3 clusters Score -6314842 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -6315027.000000 Penalty: 3609.301514
	Iteration 17Q: 3 clusters Score -6315027 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -6315182.500000 Penalty: 3609.301514
	Iteration 18Q: 3 clusters Score -6315182 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -6315307.500000 Penalty: 3609.301514
	Iteration 19Q: 3 clusters Score -6315308 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -6315417.000000 Penalty: 3609.301514
	Iteration 20F: 3 clusters Score -6315417 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -6315544.500000 Penalty: 3609.301514
	Iteration 21Q: 3 clusters Score -6315544 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -6315647.000000 Penalty: 3609.301514
	Iteration 22Q: 3 clusters Score -6315647 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -6315734.000000 Penalty: 3609.301514
	Iteration 23Q: 3 clusters Score -6315734 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -6315830.000000 Penalty: 3609.301514
	Iteration 24Q: 3 clusters Score -6315830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -6315883.500000 Penalty: 3609.301514
	Iteration 25Q: 3 clusters Score -6315884 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -6315944.000000 Penalty: 3609.301514
	Iteration 26Q: 3 clusters Score -6315944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 64064 members 
Entering Unmasked Estep 
Score: -6315965.500000 Penalty: 3609.301514
	Iteration 27Q: 3 clusters Score -6315966 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -6316014.500000 Penalty: 3609.301514
	Iteration 28Q: 3 clusters Score -6316014 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -6316046.500000 Penalty: 3609.301514
	Iteration 29Q: 3 clusters Score -6316046 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -6316071.000000 Penalty: 3609.301514
	Iteration 30Q: 3 clusters Score -6316071 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -6316100.500000 Penalty: 3609.301514
	Iteration 31Q: 3 clusters Score -6316100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -6316127.000000 Penalty: 3609.301514
	Iteration 32Q: 3 clusters Score -6316127 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -6316154.500000 Penalty: 3609.301514
	Iteration 33Q: 3 clusters Score -6316154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -6316172.000000 Penalty: 3609.301514
	Iteration 34Q: 3 clusters Score -6316172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -6316179.500000 Penalty: 3609.301514
	Iteration 35Q: 3 clusters Score -6316180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -6316191.000000 Penalty: 3609.301514
	Iteration 36Q: 3 clusters Score -6316191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -6316208.000000 Penalty: 3609.301514
	Iteration 37Q: 3 clusters Score -6316208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -6316222.000000 Penalty: 3609.301514
	Iteration 38Q: 3 clusters Score -6316222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -6316243.500000 Penalty: 3609.301514
	Iteration 39Q: 3 clusters Score -6316244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -6316239.500000 Penalty: 3609.301514
	Iteration 40F: 3 clusters Score -6316240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -6316242.500000 Penalty: 3609.301514
	Iteration 41Q: 3 clusters Score -6316242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -6316246.000000 Penalty: 3609.301514
	Iteration 42Q: 3 clusters Score -6316246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -6316241.000000 Penalty: 3609.301514
	Iteration 43Q: 3 clusters Score -6316241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -6316255.500000 Penalty: 3609.301514
	Iteration 44Q: 3 clusters Score -6316256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -6316259.500000 Penalty: 3609.301514
	Iteration 45Q: 3 clusters Score -6316260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -6316266.500000 Penalty: 3609.301514
	Iteration 46Q: 3 clusters Score -6316266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -6316266.000000 Penalty: 3609.301514
	Iteration 47Q: 3 clusters Score -6316266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -6316274.000000 Penalty: 3609.301514
	Iteration 48Q: 3 clusters Score -6316274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -6316275.500000 Penalty: 3609.301514
	Iteration 49Q: 3 clusters Score -6316276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -6316284.500000 Penalty: 3609.301514
	Iteration 50Q: 3 clusters Score -6316284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -6316280.500000 Penalty: 3609.301514
	Iteration 51Q: 3 clusters Score -6316280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -6316285.500000 Penalty: 3609.301514
	Iteration 52Q: 3 clusters Score -6316286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -6316288.000000 Penalty: 3609.301514
	Iteration 53Q: 3 clusters Score -6316288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -6316285.500000 Penalty: 3609.301514
	Iteration 54Q: 3 clusters Score -6316286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -6316283.000000 Penalty: 3609.301514
	Iteration 55Q: 3 clusters Score -6316283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -6316283.500000 Penalty: 3609.301514
	Iteration 56Q: 3 clusters Score -6316284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -6316283.000000 Penalty: 3609.301514
	Iteration 57Q: 3 clusters Score -6316283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -6316287.500000 Penalty: 3609.301514
	Iteration 58Q: 3 clusters Score -6316288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -6316290.000000 Penalty: 3609.301514
	Iteration 59Q: 3 clusters Score -6316290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -6316295.500000 Penalty: 3609.301514
	Iteration 60F: 3 clusters Score -6316296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -6316298.000000 Penalty: 3609.301514
	Iteration 61Q: 3 clusters Score -6316298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -6316289.500000 Penalty: 3609.301514
	Iteration 62Q: 3 clusters Score -6316290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -6316295.500000 Penalty: 3609.301514
	Iteration 63Q: 3 clusters Score -6316296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -6316300.000000 Penalty: 3609.301514
	Iteration 64Q: 3 clusters Score -6316300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -6316301.000000 Penalty: 3609.301514
	Iteration 65Q: 3 clusters Score -6316301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -6316298.000000 Penalty: 3609.301514
	Iteration 66Q: 3 clusters Score -6316298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -6316304.500000 Penalty: 3609.301514
	Iteration 67Q: 3 clusters Score -6316304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -6316308.000000 Penalty: 3609.301514
	Iteration 68Q: 3 clusters Score -6316308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -6316307.500000 Penalty: 3609.301514
	Iteration 69Q: 3 clusters Score -6316308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -6316314.000000 Penalty: 3609.301514
	Iteration 70Q: 3 clusters Score -6316314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -6316305.500000 Penalty: 3609.301514
	Iteration 71Q: 3 clusters Score -6316306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -6316307.000000 Penalty: 3609.301514
	Iteration 72Q: 3 clusters Score -6316307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -6316306.500000 Penalty: 3609.301514
	Iteration 73Q: 3 clusters Score -6316306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -6316310.000000 Penalty: 3609.301514
	Iteration 74Q: 3 clusters Score -6316310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -6316307.500000 Penalty: 3609.301514
	Iteration 75Q: 3 clusters Score -6316308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -6316314.500000 Penalty: 3609.301514
	Iteration 76Q: 3 clusters Score -6316314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -6316311.500000 Penalty: 3609.301514
	Iteration 77Q: 3 clusters Score -6316312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -6316311.500000 Penalty: 3609.301514
	Iteration 78F: 3 clusters Score -6316312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -95713.281250 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -95713.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94267.492188 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -94267.49 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94665.382812 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -94665.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94798.765625 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -94798.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94876.085938 Penalty: 2295.768799
	Iteration 3F: 3 clusters Score -94876.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94945.859375 Penalty: 2295.768799
	Iteration 4Q: 3 clusters Score -94945.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95002.296875 Penalty: 2295.768799
	Iteration 5Q: 3 clusters Score -95002.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -95064.710938 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -95064.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95212.976562 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -95212.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95426.140625 Penalty: 2295.768799
	Iteration 8F: 3 clusters Score -95426.14 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95656.484375 Penalty: 2295.768799
	Iteration 9F: 3 clusters Score -95656.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95785.867188 Penalty: 2295.768799
	Iteration 10F: 3 clusters Score -95785.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95850.390625 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -95850.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95872.023438 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -95872.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95882.765625 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -95882.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95885.812500 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -95885.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95885.812500 Penalty: 2295.768799
	Iteration 15F: 3 clusters Score -95885.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15132 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 186124 members 
Mstep: Class 15 contains 41254 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191157 members 
Mstep: Class 20 contains 97811 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 401 members 
Entering Unmasked Estep 
Score: -66442392.000000 Penalty: 50438.820312
Splitting cluster 11 changes total score from -66443228.000000 to -66442392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Entering Unmasked Estep 
Score: -1008201.125000 Penalty: 1512.005615
	Iteration 0F: 2 clusters Score -1008201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1000353.562500 Penalty: 3024.011230
	Iteration 0F: 3 clusters Score -1000354 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1002898.812500 Penalty: 3024.011230
	Iteration 1F: 3 clusters Score -1002899 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1003139.312500 Penalty: 3024.011230
	Iteration 2F: 3 clusters Score -1003139 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1003314.250000 Penalty: 3024.011230
	Iteration 3Q: 3 clusters Score -1003314 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1003454.312500 Penalty: 3024.011230
	Iteration 4Q: 3 clusters Score -1003454 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1003599.750000 Penalty: 3024.011230
	Iteration 5Q: 3 clusters Score -1003600 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1003753.250000 Penalty: 3024.011230
	Iteration 6Q: 3 clusters Score -1003753 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1003944.875000 Penalty: 3024.011230
	Iteration 7Q: 3 clusters Score -1003945 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1004190.562500 Penalty: 3024.011230
	Iteration 8Q: 3 clusters Score -1004191 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1004461.875000 Penalty: 3024.011230
	Iteration 9Q: 3 clusters Score -1004462 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1004772.187500 Penalty: 3024.011230
	Iteration 10Q: 3 clusters Score -1004772 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1005123.500000 Penalty: 3024.011230
	Iteration 11Q: 3 clusters Score -1005124 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1005471.125000 Penalty: 3024.011230
	Iteration 12Q: 3 clusters Score -1005471 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1005798.437500 Penalty: 3024.011230
	Iteration 13Q: 3 clusters Score -1005798 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1006078.750000 Penalty: 3024.011230
	Iteration 14Q: 3 clusters Score -1006079 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1006305.312500 Penalty: 3024.011230
	Iteration 15Q: 3 clusters Score -1006305 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1006466.750000 Penalty: 3024.011230
	Iteration 16Q: 3 clusters Score -1006467 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1006590.312500 Penalty: 3024.011230
	Iteration 17Q: 3 clusters Score -1006590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1006678.750000 Penalty: 3024.011230
	Iteration 18Q: 3 clusters Score -1006679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1006743.812500 Penalty: 3024.011230
	Iteration 19Q: 3 clusters Score -1006744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1006769.875000 Penalty: 3024.011230
	Iteration 20F: 3 clusters Score -1006770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1006793.187500 Penalty: 3024.011230
	Iteration 21Q: 3 clusters Score -1006793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1006806.375000 Penalty: 3024.011230
	Iteration 22Q: 3 clusters Score -1006806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1006824.562500 Penalty: 3024.011230
	Iteration 23Q: 3 clusters Score -1006825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1006843.562500 Penalty: 3024.011230
	Iteration 24Q: 3 clusters Score -1006844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1006853.250000 Penalty: 3024.011230
	Iteration 25Q: 3 clusters Score -1006853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1006860.875000 Penalty: 3024.011230
	Iteration 26Q: 3 clusters Score -1006861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1006866.687500 Penalty: 3024.011230
	Iteration 27Q: 3 clusters Score -1006867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1006871.000000 Penalty: 3024.011230
	Iteration 28Q: 3 clusters Score -1006871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1006873.750000 Penalty: 3024.011230
	Iteration 29Q: 3 clusters Score -1006874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1006875.437500 Penalty: 3024.011230
	Iteration 30Q: 3 clusters Score -1006875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1006878.437500 Penalty: 3024.011230
	Iteration 31Q: 3 clusters Score -1006878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1006879.750000 Penalty: 3024.011230
	Iteration 32Q: 3 clusters Score -1006880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1006885.562500 Penalty: 3024.011230
	Iteration 33Q: 3 clusters Score -1006886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1006887.312500 Penalty: 3024.011230
	Iteration 34Q: 3 clusters Score -1006887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1006888.125000 Penalty: 3024.011230
	Iteration 35Q: 3 clusters Score -1006888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1006888.875000 Penalty: 3024.011230
	Iteration 36Q: 3 clusters Score -1006889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1006890.250000 Penalty: 3024.011230
	Iteration 37Q: 3 clusters Score -1006890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1006890.625000 Penalty: 3024.011230
	Iteration 38Q: 3 clusters Score -1006891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1006890.625000 Penalty: 3024.011230
	Iteration 39F: 3 clusters Score -1006891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -137021.484375 Penalty: 1207.200684
	Iteration 0F: 2 clusters Score -137021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -135132.156250 Penalty: 2414.401367
	Iteration 0F: 3 clusters Score -135132.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -135492.734375 Penalty: 2414.401367
	Iteration 1F: 3 clusters Score -135492.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -135592.484375 Penalty: 2414.401367
	Iteration 2F: 3 clusters Score -135592.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -135645.343750 Penalty: 2414.401367
	Iteration 3Q: 3 clusters Score -135645.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135673.078125 Penalty: 2414.401367
	Iteration 4Q: 3 clusters Score -135673.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -135689.343750 Penalty: 2414.401367
	Iteration 5Q: 3 clusters Score -135689.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -135707.796875 Penalty: 2414.401367
	Iteration 6Q: 3 clusters Score -135707.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -135723.390625 Penalty: 2414.401367
	Iteration 7Q: 3 clusters Score -135723.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -135734.234375 Penalty: 2414.401367
	Iteration 8Q: 3 clusters Score -135734.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135740.437500 Penalty: 2414.401367
	Iteration 9Q: 3 clusters Score -135740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -135743.625000 Penalty: 2414.401367
	Iteration 10Q: 3 clusters Score -135743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135746.156250 Penalty: 2414.401367
	Iteration 11Q: 3 clusters Score -135746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135749.437500 Penalty: 2414.401367
	Iteration 12Q: 3 clusters Score -135749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135753.656250 Penalty: 2414.401367
	Iteration 13Q: 3 clusters Score -135753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -135754.531250 Penalty: 2414.401367
	Iteration 14Q: 3 clusters Score -135754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135756.515625 Penalty: 2414.401367
	Iteration 15Q: 3 clusters Score -135756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135757.390625 Penalty: 2414.401367
	Iteration 16Q: 3 clusters Score -135757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135757.625000 Penalty: 2414.401367
	Iteration 17Q: 3 clusters Score -135757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135757.625000 Penalty: 2414.401367
	Iteration 18F: 3 clusters Score -135757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186124 members 
Entering Unmasked Estep 
Score: -17363382.000000 Penalty: 1971.802368
	Iteration 0F: 2 clusters Score -1.736338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -17244430.000000 Penalty: 3943.604736
	Iteration 0F: 3 clusters Score -1.724443e+07 nChanged 90233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -17298928.000000 Penalty: 3943.604736
	Iteration 1F: 3 clusters Score -1.729893e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -17302152.000000 Penalty: 3943.604736
	Iteration 2Q: 3 clusters Score -1.730215e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -17308506.000000 Penalty: 3943.604736
	Iteration 3F: 3 clusters Score -1.730851e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -17318780.000000 Penalty: 3943.604736
	Iteration 4F: 3 clusters Score -1.731878e+07 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147163 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -17332800.000000 Penalty: 3943.604736
	Iteration 5F: 3 clusters Score -1.73328e+07 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159850 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -17348594.000000 Penalty: 3943.604736
	Iteration 6F: 3 clusters Score -1.734859e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169103 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -17357782.000000 Penalty: 3943.604736
	Iteration 7F: 3 clusters Score -1.735778e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174646 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -17361546.000000 Penalty: 3943.604736
	Iteration 8Q: 3 clusters Score -1.736155e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177784 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -17363128.000000 Penalty: 3943.604736
	Iteration 9Q: 3 clusters Score -1.736313e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179759 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -17363688.000000 Penalty: 3943.604736
	Iteration 10Q: 3 clusters Score -1.736369e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181007 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -17363828.000000 Penalty: 3943.604736
	Iteration 11Q: 3 clusters Score -1.736383e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181882 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -17363812.000000 Penalty: 3943.604736
	Iteration 12Q: 3 clusters Score -1.736381e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182511 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -17363770.000000 Penalty: 3943.604736
	Iteration 13Q: 3 clusters Score -1.736377e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182931 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -17363682.000000 Penalty: 3943.604736
	Iteration 14Q: 3 clusters Score -1.736368e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -17363662.000000 Penalty: 3943.604736
	Iteration 15Q: 3 clusters Score -1.736366e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183494 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -17363634.000000 Penalty: 3943.604736
	Iteration 16Q: 3 clusters Score -1.736363e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183672 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -17363624.000000 Penalty: 3943.604736
	Iteration 17Q: 3 clusters Score -1.736362e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183797 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -17363604.000000 Penalty: 3943.604736
	Iteration 18Q: 3 clusters Score -1.73636e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183900 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17363568.000000 Penalty: 3943.604736
	Iteration 19Q: 3 clusters Score -1.736357e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -17363570.000000 Penalty: 3943.604736
	Iteration 20F: 3 clusters Score -1.736357e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184028 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17363572.000000 Penalty: 3943.604736
	Iteration 21Q: 3 clusters Score -1.736357e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184079 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17363566.000000 Penalty: 3943.604736
	Iteration 22Q: 3 clusters Score -1.736357e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184120 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17363550.000000 Penalty: 3943.604736
	Iteration 23Q: 3 clusters Score -1.736355e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184148 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -17363514.000000 Penalty: 3943.604736
	Iteration 24Q: 3 clusters Score -1.736351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184166 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -17363502.000000 Penalty: 3943.604736
	Iteration 25Q: 3 clusters Score -1.73635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -17363504.000000 Penalty: 3943.604736
	Iteration 26Q: 3 clusters Score -1.73635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184193 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -17363518.000000 Penalty: 3943.604736
	Iteration 27Q: 3 clusters Score -1.736352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184202 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17363514.000000 Penalty: 3943.604736
	Iteration 28Q: 3 clusters Score -1.736351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184213 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -17363508.000000 Penalty: 3943.604736
	Iteration 29Q: 3 clusters Score -1.736351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -17363512.000000 Penalty: 3943.604736
	Iteration 30Q: 3 clusters Score -1.736351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184226 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -17363512.000000 Penalty: 3943.604736
	Iteration 31Q: 3 clusters Score -1.736351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184232 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -17363512.000000 Penalty: 3943.604736
	Iteration 32Q: 3 clusters Score -1.736351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184235 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17363520.000000 Penalty: 3943.604736
	Iteration 33Q: 3 clusters Score -1.736352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184235 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17363518.000000 Penalty: 3943.604736
	Iteration 34Q: 3 clusters Score -1.736352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184237 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -17363512.000000 Penalty: 3943.604736
	Iteration 35Q: 3 clusters Score -1.736351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184241 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17363508.000000 Penalty: 3943.604736
	Iteration 36Q: 3 clusters Score -1.736351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184243 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17363510.000000 Penalty: 3943.604736
	Iteration 37Q: 3 clusters Score -1.736351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184241 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17363514.000000 Penalty: 3943.604736
	Iteration 38Q: 3 clusters Score -1.736351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184242 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -17363510.000000 Penalty: 3943.604736
	Iteration 39Q: 3 clusters Score -1.736351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184243 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17363496.000000 Penalty: 3943.604736
	Iteration 40F: 3 clusters Score -1.73635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184246 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -17363498.000000 Penalty: 3943.604736
	Iteration 41Q: 3 clusters Score -1.73635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184250 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17363498.000000 Penalty: 3943.604736
	Iteration 42Q: 3 clusters Score -1.73635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184253 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17363510.000000 Penalty: 3943.604736
	Iteration 43Q: 3 clusters Score -1.736351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184252 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -17363506.000000 Penalty: 3943.604736
	Iteration 44Q: 3 clusters Score -1.736351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184253 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17363504.000000 Penalty: 3943.604736
	Iteration 45Q: 3 clusters Score -1.73635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184253 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17363516.000000 Penalty: 3943.604736
	Iteration 46Q: 3 clusters Score -1.736352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184260 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -17363506.000000 Penalty: 3943.604736
	Iteration 47Q: 3 clusters Score -1.736351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184263 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -17363518.000000 Penalty: 3943.604736
	Iteration 48Q: 3 clusters Score -1.736352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184264 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -17363516.000000 Penalty: 3943.604736
	Iteration 49Q: 3 clusters Score -1.736352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184265 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -17363516.000000 Penalty: 3943.604736
	Iteration 50Q: 3 clusters Score -1.736352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184267 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -17363514.000000 Penalty: 3943.604736
	Iteration 51Q: 3 clusters Score -1.736351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184267 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -17363504.000000 Penalty: 3943.604736
	Iteration 52Q: 3 clusters Score -1.73635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184267 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -17363504.000000 Penalty: 3943.604736
	Iteration 53F: 3 clusters Score -1.73635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15132 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 184267 members 
Mstep: Class 15 contains 41254 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191157 members 
Mstep: Class 20 contains 97811 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 1857 members 
Entering Unmasked Estep 
Score: -66442896.000000 Penalty: 50438.820312
Splitting cluster 14 changes total score from -66443228.000000 to -66442896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (41254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Entering Unmasked Estep 
Score: -3909991.000000 Penalty: 1726.969360
	Iteration 0F: 2 clusters Score -3909991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3882245.250000 Penalty: 3453.938721
	Iteration 0F: 3 clusters Score -3882245 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3893105.750000 Penalty: 3453.938721
	Iteration 1F: 3 clusters Score -3893106 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3893505.000000 Penalty: 3453.938721
	Iteration 2Q: 3 clusters Score -3893505 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3894049.250000 Penalty: 3453.938721
	Iteration 3Q: 3 clusters Score -3894049 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3894692.250000 Penalty: 3453.938721
	Iteration 4Q: 3 clusters Score -3894692 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3895465.500000 Penalty: 3453.938721
	Iteration 5Q: 3 clusters Score -3895466 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3896389.250000 Penalty: 3453.938721
	Iteration 6Q: 3 clusters Score -3896389 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3897371.250000 Penalty: 3453.938721
	Iteration 7Q: 3 clusters Score -3897371 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3898354.500000 Penalty: 3453.938721
	Iteration 8Q: 3 clusters Score -3898354 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3899450.500000 Penalty: 3453.938721
	Iteration 9Q: 3 clusters Score -3899450 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3900717.000000 Penalty: 3453.938721
	Iteration 10F: 3 clusters Score -3900717 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3901937.000000 Penalty: 3453.938721
	Iteration 11Q: 3 clusters Score -3901937 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3902690.750000 Penalty: 3453.938721
	Iteration 12Q: 3 clusters Score -3902691 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3903056.500000 Penalty: 3453.938721
	Iteration 13Q: 3 clusters Score -3903056 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3903185.000000 Penalty: 3453.938721
	Iteration 14Q: 3 clusters Score -3903185 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3903267.750000 Penalty: 3453.938721
	Iteration 15Q: 3 clusters Score -3903268 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3903359.250000 Penalty: 3453.938721
	Iteration 16Q: 3 clusters Score -3903359 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3903462.750000 Penalty: 3453.938721
	Iteration 17Q: 3 clusters Score -3903463 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3903545.000000 Penalty: 3453.938721
	Iteration 18Q: 3 clusters Score -3903545 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3903635.250000 Penalty: 3453.938721
	Iteration 19Q: 3 clusters Score -3903635 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3903714.250000 Penalty: 3453.938721
	Iteration 20F: 3 clusters Score -3903714 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3903819.750000 Penalty: 3453.938721
	Iteration 21Q: 3 clusters Score -3903820 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3903948.500000 Penalty: 3453.938721
	Iteration 22Q: 3 clusters Score -3903948 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3904055.500000 Penalty: 3453.938721
	Iteration 23Q: 3 clusters Score -3904056 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3904158.500000 Penalty: 3453.938721
	Iteration 24Q: 3 clusters Score -3904158 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3904260.750000 Penalty: 3453.938721
	Iteration 25Q: 3 clusters Score -3904261 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3904369.750000 Penalty: 3453.938721
	Iteration 26Q: 3 clusters Score -3904370 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3904499.750000 Penalty: 3453.938721
	Iteration 27Q: 3 clusters Score -3904500 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3904668.750000 Penalty: 3453.938721
	Iteration 28Q: 3 clusters Score -3904669 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3904845.000000 Penalty: 3453.938721
	Iteration 29Q: 3 clusters Score -3904845 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3905031.000000 Penalty: 3453.938721
	Iteration 30Q: 3 clusters Score -3905031 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3905262.000000 Penalty: 3453.938721
	Iteration 31Q: 3 clusters Score -3905262 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3905521.000000 Penalty: 3453.938721
	Iteration 32Q: 3 clusters Score -3905521 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3905838.250000 Penalty: 3453.938721
	Iteration 33Q: 3 clusters Score -3905838 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3906164.000000 Penalty: 3453.938721
	Iteration 34Q: 3 clusters Score -3906164 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3906469.250000 Penalty: 3453.938721
	Iteration 35Q: 3 clusters Score -3906469 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3906751.750000 Penalty: 3453.938721
	Iteration 36Q: 3 clusters Score -3906752 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3907008.250000 Penalty: 3453.938721
	Iteration 37Q: 3 clusters Score -3907008 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3907222.250000 Penalty: 3453.938721
	Iteration 38Q: 3 clusters Score -3907222 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3907446.500000 Penalty: 3453.938721
	Iteration 39Q: 3 clusters Score -3907446 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3907632.000000 Penalty: 3453.938721
	Iteration 40F: 3 clusters Score -3907632 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3907827.750000 Penalty: 3453.938721
	Iteration 41Q: 3 clusters Score -3907828 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3908020.000000 Penalty: 3453.938721
	Iteration 42Q: 3 clusters Score -3908020 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3908165.000000 Penalty: 3453.938721
	Iteration 43Q: 3 clusters Score -3908165 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3908272.000000 Penalty: 3453.938721
	Iteration 44Q: 3 clusters Score -3908272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3908374.250000 Penalty: 3453.938721
	Iteration 45Q: 3 clusters Score -3908374 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3908449.750000 Penalty: 3453.938721
	Iteration 46Q: 3 clusters Score -3908450 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3908531.750000 Penalty: 3453.938721
	Iteration 47Q: 3 clusters Score -3908532 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3908577.000000 Penalty: 3453.938721
	Iteration 48Q: 3 clusters Score -3908577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3908620.250000 Penalty: 3453.938721
	Iteration 49Q: 3 clusters Score -3908620 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3908649.750000 Penalty: 3453.938721
	Iteration 50Q: 3 clusters Score -3908650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3908681.500000 Penalty: 3453.938721
	Iteration 51Q: 3 clusters Score -3908682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3908703.250000 Penalty: 3453.938721
	Iteration 52Q: 3 clusters Score -3908703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3908733.500000 Penalty: 3453.938721
	Iteration 53Q: 3 clusters Score -3908734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3908753.500000 Penalty: 3453.938721
	Iteration 54Q: 3 clusters Score -3908754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3908781.000000 Penalty: 3453.938721
	Iteration 55Q: 3 clusters Score -3908781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3908804.500000 Penalty: 3453.938721
	Iteration 56Q: 3 clusters Score -3908804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3908816.750000 Penalty: 3453.938721
	Iteration 57Q: 3 clusters Score -3908817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3908824.000000 Penalty: 3453.938721
	Iteration 58Q: 3 clusters Score -3908824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3908822.750000 Penalty: 3453.938721
	Iteration 59Q: 3 clusters Score -3908823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3908830.750000 Penalty: 3453.938721
	Iteration 60F: 3 clusters Score -3908831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3908828.000000 Penalty: 3453.938721
	Iteration 61Q: 3 clusters Score -3908828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3908838.750000 Penalty: 3453.938721
	Iteration 62Q: 3 clusters Score -3908839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3908842.250000 Penalty: 3453.938721
	Iteration 63Q: 3 clusters Score -3908842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3908844.500000 Penalty: 3453.938721
	Iteration 64Q: 3 clusters Score -3908844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3908846.500000 Penalty: 3453.938721
	Iteration 65Q: 3 clusters Score -3908846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3908847.750000 Penalty: 3453.938721
	Iteration 66Q: 3 clusters Score -3908848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3908847.750000 Penalty: 3453.938721
	Iteration 67Q: 3 clusters Score -3908848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3908846.000000 Penalty: 3453.938721
	Iteration 68Q: 3 clusters Score -3908846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3908847.500000 Penalty: 3453.938721
	Iteration 69Q: 3 clusters Score -3908848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3908848.000000 Penalty: 3453.938721
	Iteration 70Q: 3 clusters Score -3908848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3908847.250000 Penalty: 3453.938721
	Iteration 71Q: 3 clusters Score -3908847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3908849.000000 Penalty: 3453.938721
	Iteration 72Q: 3 clusters Score -3908849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3908854.000000 Penalty: 3453.938721
	Iteration 73Q: 3 clusters Score -3908854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3908854.250000 Penalty: 3453.938721
	Iteration 74Q: 3 clusters Score -3908854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3908859.250000 Penalty: 3453.938721
	Iteration 75Q: 3 clusters Score -3908859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3908861.500000 Penalty: 3453.938721
	Iteration 76Q: 3 clusters Score -3908862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3908862.500000 Penalty: 3453.938721
	Iteration 77Q: 3 clusters Score -3908862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3908863.000000 Penalty: 3453.938721
	Iteration 78Q: 3 clusters Score -3908863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3908859.500000 Penalty: 3453.938721
	Iteration 79Q: 3 clusters Score -3908860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3908862.750000 Penalty: 3453.938721
	Iteration 80F: 3 clusters Score -3908863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3908861.500000 Penalty: 3453.938721
	Iteration 81Q: 3 clusters Score -3908862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3908862.000000 Penalty: 3453.938721
	Iteration 82Q: 3 clusters Score -3908862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3908864.000000 Penalty: 3453.938721
	Iteration 83Q: 3 clusters Score -3908864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3908864.000000 Penalty: 3453.938721
	Iteration 84F: 3 clusters Score -3908864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Entering Unmasked Estep 
Score: -833621.312500 Penalty: 1478.308594
	Iteration 0F: 2 clusters Score -833621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -827211.562500 Penalty: 2956.617188
	Iteration 0F: 3 clusters Score -827211.6 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -829205.687500 Penalty: 2956.617188
	Iteration 1F: 3 clusters Score -829205.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -829582.250000 Penalty: 2956.617188
	Iteration 2F: 3 clusters Score -829582.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -829935.250000 Penalty: 2956.617188
	Iteration 3F: 3 clusters Score -829935.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -830250.562500 Penalty: 2956.617188
	Iteration 4F: 3 clusters Score -830250.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -830562.062500 Penalty: 2956.617188
	Iteration 5F: 3 clusters Score -830562.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -830912.250000 Penalty: 2956.617188
	Iteration 6F: 3 clusters Score -830912.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -831274.812500 Penalty: 2956.617188
	Iteration 7F: 3 clusters Score -831274.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -831646.312500 Penalty: 2956.617188
	Iteration 8F: 3 clusters Score -831646.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -831988.562500 Penalty: 2956.617188
	Iteration 9Q: 3 clusters Score -831988.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -832207.812500 Penalty: 2956.617188
	Iteration 10Q: 3 clusters Score -832207.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -832401.125000 Penalty: 2956.617188
	Iteration 11Q: 3 clusters Score -832401.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -832546.500000 Penalty: 2956.617188
	Iteration 12Q: 3 clusters Score -832546.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -832651.812500 Penalty: 2956.617188
	Iteration 13Q: 3 clusters Score -832651.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -832705.500000 Penalty: 2956.617188
	Iteration 14Q: 3 clusters Score -832705.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -832740.375000 Penalty: 2956.617188
	Iteration 15Q: 3 clusters Score -832740.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -832752.375000 Penalty: 2956.617188
	Iteration 16Q: 3 clusters Score -832752.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -832764.437500 Penalty: 2956.617188
	Iteration 17Q: 3 clusters Score -832764.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -832770.500000 Penalty: 2956.617188
	Iteration 18Q: 3 clusters Score -832770.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -832776.875000 Penalty: 2956.617188
	Iteration 19Q: 3 clusters Score -832776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -832778.000000 Penalty: 2956.617188
	Iteration 20F: 3 clusters Score -832778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -832783.000000 Penalty: 2956.617188
	Iteration 21Q: 3 clusters Score -832783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -832785.187500 Penalty: 2956.617188
	Iteration 22Q: 3 clusters Score -832785.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -832785.750000 Penalty: 2956.617188
	Iteration 23Q: 3 clusters Score -832785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -832786.125000 Penalty: 2956.617188
	Iteration 24Q: 3 clusters Score -832786.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -832790.250000 Penalty: 2956.617188
	Iteration 25Q: 3 clusters Score -832790.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -832792.375000 Penalty: 2956.617188
	Iteration 26Q: 3 clusters Score -832792.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -832792.062500 Penalty: 2956.617188
	Iteration 27Q: 3 clusters Score -832792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -832793.937500 Penalty: 2956.617188
	Iteration 28Q: 3 clusters Score -832793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -832792.500000 Penalty: 2956.617188
	Iteration 29Q: 3 clusters Score -832792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -832795.125000 Penalty: 2956.617188
	Iteration 30Q: 3 clusters Score -832795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -832792.750000 Penalty: 2956.617188
	Iteration 31Q: 3 clusters Score -832792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -832794.000000 Penalty: 2956.617188
	Iteration 32Q: 3 clusters Score -832794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -832794.875000 Penalty: 2956.617188
	Iteration 33Q: 3 clusters Score -832794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -832794.875000 Penalty: 2956.617188
	Iteration 34F: 3 clusters Score -832794.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Entering Unmasked Estep 
Score: -4706339.000000 Penalty: 1756.990601
	Iteration 0F: 2 clusters Score -4706339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4673003.500000 Penalty: 3513.981201
	Iteration 0F: 3 clusters Score -4673004 nChanged 23306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4686204.000000 Penalty: 3513.981201
	Iteration 1F: 3 clusters Score -4686204 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4687029.500000 Penalty: 3513.981201
	Iteration 2Q: 3 clusters Score -4687030 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4688328.000000 Penalty: 3513.981201
	Iteration 3F: 3 clusters Score -4688328 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4690443.000000 Penalty: 3513.981201
	Iteration 4F: 3 clusters Score -4690443 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -4693793.500000 Penalty: 3513.981201
	Iteration 5F: 3 clusters Score -4693794 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -4698162.500000 Penalty: 3513.981201
	Iteration 6F: 3 clusters Score -4698162 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -4701863.000000 Penalty: 3513.981201
	Iteration 7F: 3 clusters Score -4701863 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -4703816.000000 Penalty: 3513.981201
	Iteration 8Q: 3 clusters Score -4703816 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -4704602.500000 Penalty: 3513.981201
	Iteration 9Q: 3 clusters Score -4704602 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -4704869.000000 Penalty: 3513.981201
	Iteration 10Q: 3 clusters Score -4704869 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -4704964.500000 Penalty: 3513.981201
	Iteration 11Q: 3 clusters Score -4704964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -4705032.500000 Penalty: 3513.981201
	Iteration 12Q: 3 clusters Score -4705032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -4705065.000000 Penalty: 3513.981201
	Iteration 13Q: 3 clusters Score -4705065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -4705094.500000 Penalty: 3513.981201
	Iteration 14Q: 3 clusters Score -4705094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -4705115.000000 Penalty: 3513.981201
	Iteration 15Q: 3 clusters Score -4705115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -4705130.500000 Penalty: 3513.981201
	Iteration 16Q: 3 clusters Score -4705130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -4705142.000000 Penalty: 3513.981201
	Iteration 17Q: 3 clusters Score -4705142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -4705155.000000 Penalty: 3513.981201
	Iteration 18Q: 3 clusters Score -4705155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -4705164.500000 Penalty: 3513.981201
	Iteration 19Q: 3 clusters Score -4705164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -4705183.500000 Penalty: 3513.981201
	Iteration 20F: 3 clusters Score -4705184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -4705202.500000 Penalty: 3513.981201
	Iteration 21Q: 3 clusters Score -4705202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -4705203.500000 Penalty: 3513.981201
	Iteration 22Q: 3 clusters Score -4705204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -4705202.500000 Penalty: 3513.981201
	Iteration 23Q: 3 clusters Score -4705202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -4705206.500000 Penalty: 3513.981201
	Iteration 24Q: 3 clusters Score -4705206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -4705200.500000 Penalty: 3513.981201
	Iteration 25Q: 3 clusters Score -4705200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -4705203.500000 Penalty: 3513.981201
	Iteration 26Q: 3 clusters Score -4705204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -4705210.500000 Penalty: 3513.981201
	Iteration 27Q: 3 clusters Score -4705210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -4705212.500000 Penalty: 3513.981201
	Iteration 28Q: 3 clusters Score -4705212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -4705211.000000 Penalty: 3513.981201
	Iteration 29Q: 3 clusters Score -4705211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -4705216.000000 Penalty: 3513.981201
	Iteration 30Q: 3 clusters Score -4705216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -4705222.000000 Penalty: 3513.981201
	Iteration 31Q: 3 clusters Score -4705222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -4705225.500000 Penalty: 3513.981201
	Iteration 32Q: 3 clusters Score -4705226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -4705228.500000 Penalty: 3513.981201
	Iteration 33Q: 3 clusters Score -4705228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -4705229.000000 Penalty: 3513.981201
	Iteration 34Q: 3 clusters Score -4705229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -4705232.000000 Penalty: 3513.981201
	Iteration 35Q: 3 clusters Score -4705232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -4705232.000000 Penalty: 3513.981201
	Iteration 36Q: 3 clusters Score -4705232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -4705234.500000 Penalty: 3513.981201
	Iteration 37Q: 3 clusters Score -4705234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -4705231.500000 Penalty: 3513.981201
	Iteration 38Q: 3 clusters Score -4705232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -4705236.500000 Penalty: 3513.981201
	Iteration 39Q: 3 clusters Score -4705236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -4705236.500000 Penalty: 3513.981201
	Iteration 40F: 3 clusters Score -4705236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -37789.832031 Penalty: 1019.342529
	Iteration 0F: 2 clusters Score -37789.83 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 256 members 
Entering Unmasked Estep 
Score: -36758.886719 Penalty: 2038.685059
	Iteration 0F: 3 clusters Score -36758.89 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37062.839844 Penalty: 2038.685059
	Iteration 1F: 3 clusters Score -37062.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37234.832031 Penalty: 2038.685059
	Iteration 2F: 3 clusters Score -37234.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37451.070312 Penalty: 2038.685059
	Iteration 3F: 3 clusters Score -37451.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37607.636719 Penalty: 2038.685059
	Iteration 4F: 3 clusters Score -37607.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37742.414062 Penalty: 2038.685059
	Iteration 5F: 3 clusters Score -37742.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37841.355469 Penalty: 2038.685059
	Iteration 6Q: 3 clusters Score -37841.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37867.304688 Penalty: 2038.685059
	Iteration 7Q: 3 clusters Score -37867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37878.890625 Penalty: 2038.685059
	Iteration 8Q: 3 clusters Score -37878.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37880.753906 Penalty: 2038.685059
	Iteration 9Q: 3 clusters Score -37880.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37885.898438 Penalty: 2038.685059
	Iteration 10Q: 3 clusters Score -37885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37889.625000 Penalty: 2038.685059
	Iteration 11Q: 3 clusters Score -37889.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37891.988281 Penalty: 2038.685059
	Iteration 12Q: 3 clusters Score -37891.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37893.773438 Penalty: 2038.685059
	Iteration 13Q: 3 clusters Score -37893.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37912.703125 Penalty: 2038.685059
	Iteration 14Q: 3 clusters Score -37912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37915.281250 Penalty: 2038.685059
	Iteration 15Q: 3 clusters Score -37915.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37915.281250 Penalty: 2038.685059
	Iteration 16F: 3 clusters Score -37915.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15132 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 186124 members 
Mstep: Class 15 contains 41254 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 191157 members 
Mstep: Class 20 contains 97811 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 254 members 
Entering Unmasked Estep 
Score: -66442104.000000 Penalty: 50438.820312
Splitting cluster 18 changes total score from -66443228.000000 to -66442104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (191157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191157 members 
Entering Unmasked Estep 
Score: -17809096.000000 Penalty: 1976.138184
	Iteration 0F: 2 clusters Score -1.78091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -17685178.000000 Penalty: 3952.276367
	Iteration 0F: 3 clusters Score -1.768518e+07 nChanged 92558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -17739308.000000 Penalty: 3952.276367
	Iteration 1F: 3 clusters Score -1.773931e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -17740002.000000 Penalty: 3952.276367
	Iteration 2Q: 3 clusters Score -1.774e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -17740924.000000 Penalty: 3952.276367
	Iteration 3Q: 3 clusters Score -1.774092e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -17742472.000000 Penalty: 3952.276367
	Iteration 4Q: 3 clusters Score -1.774247e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -17745360.000000 Penalty: 3952.276367
	Iteration 5Q: 3 clusters Score -1.774536e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -17750744.000000 Penalty: 3952.276367
	Iteration 6F: 3 clusters Score -1.775074e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 108928 members 
Entering Unmasked Estep 
Score: -17759436.000000 Penalty: 3952.276367
	Iteration 7F: 3 clusters Score -1.775944e+07 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -17770190.000000 Penalty: 3952.276367
	Iteration 8F: 3 clusters Score -1.777019e+07 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 116518 members 
Entering Unmasked Estep 
Score: -17781046.000000 Penalty: 3952.276367
	Iteration 9F: 3 clusters Score -1.778105e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 117062 members 
Entering Unmasked Estep 
Score: -17787376.000000 Penalty: 3952.276367
	Iteration 10F: 3 clusters Score -1.778738e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 116177 members 
Entering Unmasked Estep 
Score: -17788850.000000 Penalty: 3952.276367
	Iteration 11Q: 3 clusters Score -1.778885e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -17789108.000000 Penalty: 3952.276367
	Iteration 12Q: 3 clusters Score -1.778911e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -17789296.000000 Penalty: 3952.276367
	Iteration 13Q: 3 clusters Score -1.77893e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -17789400.000000 Penalty: 3952.276367
	Iteration 14Q: 3 clusters Score -1.77894e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 109706 members 
Entering Unmasked Estep 
Score: -17789634.000000 Penalty: 3952.276367
	Iteration 15Q: 3 clusters Score -1.778963e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -17789814.000000 Penalty: 3952.276367
	Iteration 16Q: 3 clusters Score -1.778981e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -17790034.000000 Penalty: 3952.276367
	Iteration 17Q: 3 clusters Score -1.779003e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86819 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -17790138.000000 Penalty: 3952.276367
	Iteration 18Q: 3 clusters Score -1.779014e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -17790348.000000 Penalty: 3952.276367
	Iteration 19Q: 3 clusters Score -1.779035e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -17790614.000000 Penalty: 3952.276367
	Iteration 20F: 3 clusters Score -1.779061e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -17790638.000000 Penalty: 3952.276367
	Iteration 21Q: 3 clusters Score -1.779064e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -17790870.000000 Penalty: 3952.276367
	Iteration 22Q: 3 clusters Score -1.779087e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95368 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -17790950.000000 Penalty: 3952.276367
	Iteration 23Q: 3 clusters Score -1.779095e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97104 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -17791034.000000 Penalty: 3952.276367
	Iteration 24Q: 3 clusters Score -1.779103e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -17791018.000000 Penalty: 3952.276367
	Iteration 25Q: 3 clusters Score -1.779102e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -17791024.000000 Penalty: 3952.276367
	Iteration 26Q: 3 clusters Score -1.779102e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -17791048.000000 Penalty: 3952.276367
	Iteration 27Q: 3 clusters Score -1.779105e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -17790924.000000 Penalty: 3952.276367
	Iteration 28Q: 3 clusters Score -1.779092e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -17790984.000000 Penalty: 3952.276367
	Iteration 29Q: 3 clusters Score -1.779098e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -17790944.000000 Penalty: 3952.276367
	Iteration 30Q: 3 clusters Score -1.779094e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -17790900.000000 Penalty: 3952.276367
	Iteration 31Q: 3 clusters Score -1.77909e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -17790878.000000 Penalty: 3952.276367
	Iteration 32Q: 3 clusters Score -1.779088e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109923 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -17790912.000000 Penalty: 3952.276367
	Iteration 33Q: 3 clusters Score -1.779091e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -17790882.000000 Penalty: 3952.276367
	Iteration 34Q: 3 clusters Score -1.779088e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112416 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -17790822.000000 Penalty: 3952.276367
	Iteration 35Q: 3 clusters Score -1.779082e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113658 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -17790776.000000 Penalty: 3952.276367
	Iteration 36Q: 3 clusters Score -1.779078e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -17790806.000000 Penalty: 3952.276367
	Iteration 37Q: 3 clusters Score -1.779081e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -17790712.000000 Penalty: 3952.276367
	Iteration 38Q: 3 clusters Score -1.779071e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -17790670.000000 Penalty: 3952.276367
	Iteration 39Q: 3 clusters Score -1.779067e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117830 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -17790592.000000 Penalty: 3952.276367
	Iteration 40F: 3 clusters Score -1.779059e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -17790556.000000 Penalty: 3952.276367
	Iteration 41Q: 3 clusters Score -1.779056e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119993 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -17790540.000000 Penalty: 3952.276367
	Iteration 42Q: 3 clusters Score -1.779054e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121192 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -17790470.000000 Penalty: 3952.276367
	Iteration 43Q: 3 clusters Score -1.779047e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -17790448.000000 Penalty: 3952.276367
	Iteration 44Q: 3 clusters Score -1.779045e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124018 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -17790440.000000 Penalty: 3952.276367
	Iteration 45Q: 3 clusters Score -1.779044e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -17790450.000000 Penalty: 3952.276367
	Iteration 46Q: 3 clusters Score -1.779045e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127231 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -17790408.000000 Penalty: 3952.276367
	Iteration 47Q: 3 clusters Score -1.779041e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -17790476.000000 Penalty: 3952.276367
	Iteration 48Q: 3 clusters Score -1.779048e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130804 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -17790596.000000 Penalty: 3952.276367
	Iteration 49Q: 3 clusters Score -1.77906e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -17790754.000000 Penalty: 3952.276367
	Iteration 50Q: 3 clusters Score -1.779075e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135192 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -17790814.000000 Penalty: 3952.276367
	Iteration 51Q: 3 clusters Score -1.779081e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137751 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -17791008.000000 Penalty: 3952.276367
	Iteration 52Q: 3 clusters Score -1.779101e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140647 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -17791396.000000 Penalty: 3952.276367
	Iteration 53Q: 3 clusters Score -1.77914e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -17792016.000000 Penalty: 3952.276367
	Iteration 54Q: 3 clusters Score -1.779202e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147281 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -17792986.000000 Penalty: 3952.276367
	Iteration 55Q: 3 clusters Score -1.779299e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151186 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -17794408.000000 Penalty: 3952.276367
	Iteration 56Q: 3 clusters Score -1.779441e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -17795932.000000 Penalty: 3952.276367
	Iteration 57Q: 3 clusters Score -1.779593e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158804 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -17797238.000000 Penalty: 3952.276367
	Iteration 58Q: 3 clusters Score -1.779724e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162325 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -17798602.000000 Penalty: 3952.276367
	Iteration 59Q: 3 clusters Score -1.77986e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165605 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -17799768.000000 Penalty: 3952.276367
	Iteration 60F: 3 clusters Score -1.779977e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168732 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -17800940.000000 Penalty: 3952.276367
	Iteration 61Q: 3 clusters Score -1.780094e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171556 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -17801806.000000 Penalty: 3952.276367
	Iteration 62Q: 3 clusters Score -1.780181e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174188 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -17802668.000000 Penalty: 3952.276367
	Iteration 63Q: 3 clusters Score -1.780267e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176593 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -17803446.000000 Penalty: 3952.276367
	Iteration 64Q: 3 clusters Score -1.780345e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178736 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -17804178.000000 Penalty: 3952.276367
	Iteration 65Q: 3 clusters Score -1.780418e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180664 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -17804780.000000 Penalty: 3952.276367
	Iteration 66Q: 3 clusters Score -1.780478e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182352 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -17805274.000000 Penalty: 3952.276367
	Iteration 67Q: 3 clusters Score -1.780527e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183829 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -17805630.000000 Penalty: 3952.276367
	Iteration 68Q: 3 clusters Score -1.780563e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185044 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -17806000.000000 Penalty: 3952.276367
	Iteration 69Q: 3 clusters Score -1.7806e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186030 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -17806232.000000 Penalty: 3952.276367
	Iteration 70Q: 3 clusters Score -1.780623e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186855 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -17806392.000000 Penalty: 3952.276367
	Iteration 71Q: 3 clusters Score -1.780639e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187541 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -17806690.000000 Penalty: 3952.276367
	Iteration 72Q: 3 clusters Score -1.780669e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188105 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -17806786.000000 Penalty: 3952.276367
	Iteration 73Q: 3 clusters Score -1.780679e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188569 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -17806978.000000 Penalty: 3952.276367
	Iteration 74Q: 3 clusters Score -1.780698e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188937 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -17807112.000000 Penalty: 3952.276367
	Iteration 75Q: 3 clusters Score -1.780711e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189237 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -17807160.000000 Penalty: 3952.276367
	Iteration 76Q: 3 clusters Score -1.780716e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189435 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -17807222.000000 Penalty: 3952.276367
	Iteration 77Q: 3 clusters Score -1.780722e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189602 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -17807294.000000 Penalty: 3952.276367
	Iteration 78Q: 3 clusters Score -1.780729e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189730 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -17807304.000000 Penalty: 3952.276367
	Iteration 79Q: 3 clusters Score -1.78073e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189825 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -17807332.000000 Penalty: 3952.276367
	Iteration 80F: 3 clusters Score -1.780733e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189895 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -17807380.000000 Penalty: 3952.276367
	Iteration 81Q: 3 clusters Score -1.780738e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189941 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -17807386.000000 Penalty: 3952.276367
	Iteration 82Q: 3 clusters Score -1.780739e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189983 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -17807400.000000 Penalty: 3952.276367
	Iteration 83Q: 3 clusters Score -1.78074e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190020 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17807414.000000 Penalty: 3952.276367
	Iteration 84Q: 3 clusters Score -1.780741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190056 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -17807448.000000 Penalty: 3952.276367
	Iteration 85Q: 3 clusters Score -1.780745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190087 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17807442.000000 Penalty: 3952.276367
	Iteration 86Q: 3 clusters Score -1.780744e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190114 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -17807480.000000 Penalty: 3952.276367
	Iteration 87Q: 3 clusters Score -1.780748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190136 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -17807482.000000 Penalty: 3952.276367
	Iteration 88Q: 3 clusters Score -1.780748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190159 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17807492.000000 Penalty: 3952.276367
	Iteration 89Q: 3 clusters Score -1.780749e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190172 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17807490.000000 Penalty: 3952.276367
	Iteration 90Q: 3 clusters Score -1.780749e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190188 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17807512.000000 Penalty: 3952.276367
	Iteration 91Q: 3 clusters Score -1.780751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190197 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -17807500.000000 Penalty: 3952.276367
	Iteration 92Q: 3 clusters Score -1.78075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190197 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -17807492.000000 Penalty: 3952.276367
	Iteration 93Q: 3 clusters Score -1.780749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190202 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -17807508.000000 Penalty: 3952.276367
	Iteration 94Q: 3 clusters Score -1.780751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190215 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17807520.000000 Penalty: 3952.276367
	Iteration 95Q: 3 clusters Score -1.780752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190219 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17807526.000000 Penalty: 3952.276367
	Iteration 96Q: 3 clusters Score -1.780753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190224 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -17807516.000000 Penalty: 3952.276367
	Iteration 97Q: 3 clusters Score -1.780752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190229 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17807528.000000 Penalty: 3952.276367
	Iteration 98Q: 3 clusters Score -1.780753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190233 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -17807542.000000 Penalty: 3952.276367
	Iteration 99Q: 3 clusters Score -1.780754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190240 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -17807526.000000 Penalty: 3952.276367
	Iteration 100F: 3 clusters Score -1.780753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190243 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -17807524.000000 Penalty: 3952.276367
	Iteration 101Q: 3 clusters Score -1.780752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190245 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -17807532.000000 Penalty: 3952.276367
	Iteration 102Q: 3 clusters Score -1.780753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190250 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17807544.000000 Penalty: 3952.276367
	Iteration 103Q: 3 clusters Score -1.780754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190256 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -17807556.000000 Penalty: 3952.276367
	Iteration 104Q: 3 clusters Score -1.780756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190259 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17807556.000000 Penalty: 3952.276367
	Iteration 105Q: 3 clusters Score -1.780756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190262 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17807544.000000 Penalty: 3952.276367
	Iteration 106Q: 3 clusters Score -1.780754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190263 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17807540.000000 Penalty: 3952.276367
	Iteration 107Q: 3 clusters Score -1.780754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190263 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17807540.000000 Penalty: 3952.276367
	Iteration 108F: 3 clusters Score -1.780754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Entering Unmasked Estep 
Score: -9284700.000000 Penalty: 1867.253784
	Iteration 0F: 2 clusters Score -9284700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -9219353.000000 Penalty: 3734.507568
	Iteration 0F: 3 clusters Score -9219353 nChanged 46731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -9246514.000000 Penalty: 3734.507568
	Iteration 1F: 3 clusters Score -9246514 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -9248038.000000 Penalty: 3734.507568
	Iteration 2Q: 3 clusters Score -9248038 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -9250637.000000 Penalty: 3734.507568
	Iteration 3F: 3 clusters Score -9250637 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -9255728.000000 Penalty: 3734.507568
	Iteration 4F: 3 clusters Score -9255728 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -9263737.000000 Penalty: 3734.507568
	Iteration 5F: 3 clusters Score -9263737 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -9272818.000000 Penalty: 3734.507568
	Iteration 6F: 3 clusters Score -9272818 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -9279106.000000 Penalty: 3734.507568
	Iteration 7F: 3 clusters Score -9279106 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 95948 members 
Entering Unmasked Estep 
Score: -9281761.000000 Penalty: 3734.507568
	Iteration 8Q: 3 clusters Score -9281761 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -9282628.000000 Penalty: 3734.507568
	Iteration 9Q: 3 clusters Score -9282628 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -9282889.000000 Penalty: 3734.507568
	Iteration 10Q: 3 clusters Score -9282889 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -9283034.000000 Penalty: 3734.507568
	Iteration 11Q: 3 clusters Score -9283034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -9283095.000000 Penalty: 3734.507568
	Iteration 12Q: 3 clusters Score -9283095 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -9283139.000000 Penalty: 3734.507568
	Iteration 13Q: 3 clusters Score -9283139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -9283174.000000 Penalty: 3734.507568
	Iteration 14Q: 3 clusters Score -9283174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -9283183.000000 Penalty: 3734.507568
	Iteration 15Q: 3 clusters Score -9283183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -9283174.000000 Penalty: 3734.507568
	Iteration 16Q: 3 clusters Score -9283174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -9283179.000000 Penalty: 3734.507568
	Iteration 17Q: 3 clusters Score -9283179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -9283183.000000 Penalty: 3734.507568
	Iteration 18Q: 3 clusters Score -9283183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -9283190.000000 Penalty: 3734.507568
	Iteration 19Q: 3 clusters Score -9283190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -9283195.000000 Penalty: 3734.507568
	Iteration 20F: 3 clusters Score -9283195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -9283196.000000 Penalty: 3734.507568
	Iteration 21Q: 3 clusters Score -9283196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -9283196.000000 Penalty: 3734.507568
	Iteration 22F: 3 clusters Score -9283196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -8124.375977 Penalty: 772.458374
	Iteration 0F: 2 clusters Score -8124.376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7553.851562 Penalty: 1544.916748
	Iteration 0F: 3 clusters Score -7553.852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7586.663574 Penalty: 1544.916748
	Iteration 1F: 3 clusters Score -7586.664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7599.041016 Penalty: 1544.916748
	Iteration 2Q: 3 clusters Score -7599.041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7599.041016 Penalty: 1544.916748
	Iteration 3F: 3 clusters Score -7599.041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -65314.843750 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -65314.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64043.230469 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -64043.23 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64252.468750 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -64252.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64311.523438 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -64311.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64338.617188 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -64338.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64363.000000 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -64363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -64373.160156 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -64373.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -64381.156250 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -64381.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64391.351562 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -64391.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -64401.234375 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -64401.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64410.832031 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -64410.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64417.941406 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -64417.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -64422.144531 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -64422.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64426.402344 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -64426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64433.234375 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -64433.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -64436.679688 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -64436.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -64436.679688 Penalty: 2159.231689
	Iteration 15F: 3 clusters Score -64436.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15132 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 186124 members 
Mstep: Class 15 contains 41254 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49625 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191157 members 
Mstep: Class 20 contains 97811 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443224.000000 Penalty: 48245.828125
Iteration 359Q: 23 clusters Score -6.644322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15133 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41089 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 1683 members 
Mstep: Class 14 contains 186124 members 
Mstep: Class 15 contains 41256 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49631 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191148 members 
Mstep: Class 20 contains 97810 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443240.000000 Penalty: 48245.828125
Iteration 360F: 23 clusters Score -6.644324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15133 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41091 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 186123 members 
Mstep: Class 15 contains 41257 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49639 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191138 members 
Mstep: Class 20 contains 97809 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443228.000000 Penalty: 48245.828125
Iteration 361Q: 23 clusters Score -6.644323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 5698 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41091 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 186120 members 
Mstep: Class 15 contains 41257 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49646 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191130 members 
Mstep: Class 20 contains 97808 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443300.000000 Penalty: 48245.828125
Iteration 362Q: 23 clusters Score -6.64433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 5698 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41091 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 1678 members 
Mstep: Class 14 contains 186119 members 
Mstep: Class 15 contains 41257 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49651 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191123 members 
Mstep: Class 20 contains 97810 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443276.000000 Penalty: 48245.828125
Iteration 363Q: 23 clusters Score -6.644328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15141 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41091 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186117 members 
Mstep: Class 15 contains 41256 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49656 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191118 members 
Mstep: Class 20 contains 97813 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443288.000000 Penalty: 48245.828125
Iteration 364Q: 23 clusters Score -6.644329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41092 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186117 members 
Mstep: Class 15 contains 41257 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49661 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191113 members 
Mstep: Class 20 contains 97813 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443284.000000 Penalty: 48245.828125
Iteration 365Q: 23 clusters Score -6.644328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15139 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41094 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186117 members 
Mstep: Class 15 contains 41258 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49665 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191106 members 
Mstep: Class 20 contains 97815 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443240.000000 Penalty: 48245.828125
Iteration 366Q: 23 clusters Score -6.644324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 5693 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41095 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66535 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11004 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186116 members 
Mstep: Class 15 contains 41259 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49670 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191099 members 
Mstep: Class 20 contains 97816 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443328.000000 Penalty: 48245.828125
Iteration 367Q: 23 clusters Score -6.644333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15136 members 
Mstep: Class 3 contains 5689 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41096 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186116 members 
Mstep: Class 15 contains 41259 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49673 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191094 members 
Mstep: Class 20 contains 97817 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443312.000000 Penalty: 48245.828125
Iteration 368Q: 23 clusters Score -6.644331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15136 members 
Mstep: Class 3 contains 5685 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11010 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186116 members 
Mstep: Class 15 contains 41259 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49677 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191093 members 
Mstep: Class 20 contains 97815 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443324.000000 Penalty: 48245.828125
Iteration 369Q: 23 clusters Score -6.644332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15135 members 
Mstep: Class 3 contains 5686 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186118 members 
Mstep: Class 15 contains 41259 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49677 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191087 members 
Mstep: Class 20 contains 97815 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443324.000000 Penalty: 48245.828125
Iteration 370Q: 23 clusters Score -6.644332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15136 members 
Mstep: Class 3 contains 5686 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186115 members 
Mstep: Class 15 contains 41259 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49680 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191085 members 
Mstep: Class 20 contains 97815 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443324.000000 Penalty: 48245.828125
Iteration 371Q: 23 clusters Score -6.644332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15134 members 
Mstep: Class 3 contains 5684 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11016 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186114 members 
Mstep: Class 15 contains 41260 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49686 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191078 members 
Mstep: Class 20 contains 97815 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443296.000000 Penalty: 48245.828125
Iteration 372Q: 23 clusters Score -6.64433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15132 members 
Mstep: Class 3 contains 5683 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186113 members 
Mstep: Class 15 contains 41262 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49689 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191072 members 
Mstep: Class 20 contains 97817 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443316.000000 Penalty: 48245.828125
Iteration 373Q: 23 clusters Score -6.644332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15133 members 
Mstep: Class 3 contains 5681 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41096 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66541 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11022 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186113 members 
Mstep: Class 15 contains 41262 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49689 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191068 members 
Mstep: Class 20 contains 97819 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443292.000000 Penalty: 48245.828125
Iteration 374Q: 23 clusters Score -6.644329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15134 members 
Mstep: Class 3 contains 5680 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11022 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186117 members 
Mstep: Class 15 contains 41259 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49689 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191066 members 
Mstep: Class 20 contains 97818 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443276.000000 Penalty: 48245.828125
Iteration 375Q: 23 clusters Score -6.644328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186115 members 
Mstep: Class 15 contains 41261 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49690 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191064 members 
Mstep: Class 20 contains 97819 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443280.000000 Penalty: 48245.828125
Iteration 376Q: 23 clusters Score -6.644328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66544 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186119 members 
Mstep: Class 15 contains 41259 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49691 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191060 members 
Mstep: Class 20 contains 97818 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443296.000000 Penalty: 48245.828125
Iteration 377Q: 23 clusters Score -6.64433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186122 members 
Mstep: Class 15 contains 41261 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49693 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191053 members 
Mstep: Class 20 contains 97817 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443348.000000 Penalty: 48245.828125
Iteration 378Q: 23 clusters Score -6.644335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186123 members 
Mstep: Class 15 contains 41264 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49694 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191048 members 
Mstep: Class 20 contains 97818 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443292.000000 Penalty: 48245.828125
Iteration 379Q: 23 clusters Score -6.644329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186125 members 
Mstep: Class 15 contains 41267 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49695 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191043 members 
Mstep: Class 20 contains 97817 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443304.000000 Penalty: 48245.828125
Iteration 380F: 23 clusters Score -6.64433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41098 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186127 members 
Mstep: Class 15 contains 41273 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49696 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191036 members 
Mstep: Class 20 contains 97818 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443316.000000 Penalty: 48245.828125
Iteration 381Q: 23 clusters Score -6.644332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41102 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186128 members 
Mstep: Class 15 contains 41274 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49695 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191034 members 
Mstep: Class 20 contains 97817 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443332.000000 Penalty: 48245.828125
Iteration 382Q: 23 clusters Score -6.644333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41103 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186129 members 
Mstep: Class 15 contains 41276 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49695 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191029 members 
Mstep: Class 20 contains 97817 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443348.000000 Penalty: 48245.828125
Iteration 383Q: 23 clusters Score -6.644335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41105 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186126 members 
Mstep: Class 15 contains 41279 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49695 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191022 members 
Mstep: Class 20 contains 97821 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443380.000000 Penalty: 48245.828125
Iteration 384Q: 23 clusters Score -6.644338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41106 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186125 members 
Mstep: Class 15 contains 41280 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49696 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191017 members 
Mstep: Class 20 contains 97824 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443360.000000 Penalty: 48245.828125
Iteration 385Q: 23 clusters Score -6.644336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41106 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186123 members 
Mstep: Class 15 contains 41281 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49696 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191016 members 
Mstep: Class 20 contains 97826 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443376.000000 Penalty: 48245.828125
Iteration 386Q: 23 clusters Score -6.644338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41105 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186122 members 
Mstep: Class 15 contains 41281 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49696 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191014 members 
Mstep: Class 20 contains 97830 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443356.000000 Penalty: 48245.828125
Iteration 387Q: 23 clusters Score -6.644336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41108 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186119 members 
Mstep: Class 15 contains 41281 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49697 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191012 members 
Mstep: Class 20 contains 97831 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443376.000000 Penalty: 48245.828125
Iteration 388Q: 23 clusters Score -6.644338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186114 members 
Mstep: Class 15 contains 41281 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49697 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191013 members 
Mstep: Class 20 contains 97833 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443364.000000 Penalty: 48245.828125
Iteration 389Q: 23 clusters Score -6.644336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186110 members 
Mstep: Class 15 contains 41281 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49697 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191014 members 
Mstep: Class 20 contains 97836 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443376.000000 Penalty: 48245.828125
Iteration 390Q: 23 clusters Score -6.644338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41111 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186111 members 
Mstep: Class 15 contains 41281 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49697 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191011 members 
Mstep: Class 20 contains 97837 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443388.000000 Penalty: 48245.828125
Iteration 391Q: 23 clusters Score -6.644339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41111 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186110 members 
Mstep: Class 15 contains 41283 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49697 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191007 members 
Mstep: Class 20 contains 97839 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443352.000000 Penalty: 48245.828125
Iteration 392Q: 23 clusters Score -6.644335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186109 members 
Mstep: Class 15 contains 41282 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49698 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191004 members 
Mstep: Class 20 contains 97842 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443376.000000 Penalty: 48245.828125
Iteration 393Q: 23 clusters Score -6.644338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186109 members 
Mstep: Class 15 contains 41282 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49700 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191003 members 
Mstep: Class 20 contains 97841 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443360.000000 Penalty: 48245.828125
Iteration 394Q: 23 clusters Score -6.644336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186104 members 
Mstep: Class 15 contains 41283 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49702 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191001 members 
Mstep: Class 20 contains 97845 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443364.000000 Penalty: 48245.828125
Iteration 395Q: 23 clusters Score -6.644336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41111 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66541 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186100 members 
Mstep: Class 15 contains 41283 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49704 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191002 members 
Mstep: Class 20 contains 97846 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443368.000000 Penalty: 48245.828125
Iteration 396Q: 23 clusters Score -6.644337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41112 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186097 members 
Mstep: Class 15 contains 41285 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49704 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191001 members 
Mstep: Class 20 contains 97846 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443348.000000 Penalty: 48245.828125
Iteration 397Q: 23 clusters Score -6.644335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41113 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186089 members 
Mstep: Class 15 contains 41287 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49707 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 191001 members 
Mstep: Class 20 contains 97847 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443344.000000 Penalty: 48245.828125
Iteration 398Q: 23 clusters Score -6.644334e+07 nChanged 13
Entering ConstructFrom: 
Score: -66443344.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -18952.703125 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -18952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18074.417969 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -18074.42 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18213.457031 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -18213.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18272.255859 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -18272.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18337.978516 Penalty: 1903.828247
	Iteration 3F: 3 clusters Score -18337.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18450.935547 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -18450.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18501.626953 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -18501.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18523.345703 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -18523.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18533.423828 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -18533.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18534.263672 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -18534.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18534.263672 Penalty: 1903.828247
	Iteration 9F: 3 clusters Score -18534.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Entering Unmasked Estep 
Score: -1320759.250000 Penalty: 1564.056641
	Iteration 0F: 2 clusters Score -1320759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1310268.250000 Penalty: 3128.113281
	Iteration 0F: 3 clusters Score -1310268 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1313999.750000 Penalty: 3128.113281
	Iteration 1F: 3 clusters Score -1314000 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1314325.375000 Penalty: 3128.113281
	Iteration 2F: 3 clusters Score -1314325 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1314625.875000 Penalty: 3128.113281
	Iteration 3Q: 3 clusters Score -1314626 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1314892.250000 Penalty: 3128.113281
	Iteration 4Q: 3 clusters Score -1314892 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1315149.875000 Penalty: 3128.113281
	Iteration 5Q: 3 clusters Score -1315150 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1315444.375000 Penalty: 3128.113281
	Iteration 6Q: 3 clusters Score -1315444 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1315848.250000 Penalty: 3128.113281
	Iteration 7Q: 3 clusters Score -1315848 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1316389.250000 Penalty: 3128.113281
	Iteration 8F: 3 clusters Score -1316389 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1317006.875000 Penalty: 3128.113281
	Iteration 9F: 3 clusters Score -1317007 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1317671.125000 Penalty: 3128.113281
	Iteration 10F: 3 clusters Score -1317671 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1318258.125000 Penalty: 3128.113281
	Iteration 11Q: 3 clusters Score -1318258 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1318724.875000 Penalty: 3128.113281
	Iteration 12Q: 3 clusters Score -1318725 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1318999.250000 Penalty: 3128.113281
	Iteration 13Q: 3 clusters Score -1318999 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1319212.000000 Penalty: 3128.113281
	Iteration 14Q: 3 clusters Score -1319212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1319322.500000 Penalty: 3128.113281
	Iteration 15Q: 3 clusters Score -1319322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1319372.125000 Penalty: 3128.113281
	Iteration 16Q: 3 clusters Score -1319372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1319399.500000 Penalty: 3128.113281
	Iteration 17Q: 3 clusters Score -1319400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1319412.750000 Penalty: 3128.113281
	Iteration 18Q: 3 clusters Score -1319413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1319425.000000 Penalty: 3128.113281
	Iteration 19Q: 3 clusters Score -1319425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1319439.625000 Penalty: 3128.113281
	Iteration 20F: 3 clusters Score -1319440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1319444.625000 Penalty: 3128.113281
	Iteration 21Q: 3 clusters Score -1319445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1319451.750000 Penalty: 3128.113281
	Iteration 22Q: 3 clusters Score -1319452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1319452.875000 Penalty: 3128.113281
	Iteration 23Q: 3 clusters Score -1319453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1319467.375000 Penalty: 3128.113281
	Iteration 24Q: 3 clusters Score -1319467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1319471.500000 Penalty: 3128.113281
	Iteration 25Q: 3 clusters Score -1319472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1319475.375000 Penalty: 3128.113281
	Iteration 26Q: 3 clusters Score -1319475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1319476.875000 Penalty: 3128.113281
	Iteration 27Q: 3 clusters Score -1319477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1319489.375000 Penalty: 3128.113281
	Iteration 28Q: 3 clusters Score -1319489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1319502.625000 Penalty: 3128.113281
	Iteration 29Q: 3 clusters Score -1319503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1319512.750000 Penalty: 3128.113281
	Iteration 30Q: 3 clusters Score -1319513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1319519.125000 Penalty: 3128.113281
	Iteration 31Q: 3 clusters Score -1319519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1319523.875000 Penalty: 3128.113281
	Iteration 32Q: 3 clusters Score -1319524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1319528.000000 Penalty: 3128.113281
	Iteration 33Q: 3 clusters Score -1319528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1319535.875000 Penalty: 3128.113281
	Iteration 34Q: 3 clusters Score -1319536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1319539.500000 Penalty: 3128.113281
	Iteration 35Q: 3 clusters Score -1319540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1319541.500000 Penalty: 3128.113281
	Iteration 36Q: 3 clusters Score -1319542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1319541.625000 Penalty: 3128.113281
	Iteration 37Q: 3 clusters Score -1319542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1319541.625000 Penalty: 3128.113281
	Iteration 38F: 3 clusters Score -1319542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Entering Unmasked Estep 
Score: -523648.593750 Penalty: 1404.707520
	Iteration 0F: 2 clusters Score -523648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -519220.062500 Penalty: 2809.415039
	Iteration 0F: 3 clusters Score -519220.1 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -520521.718750 Penalty: 2809.415039
	Iteration 1F: 3 clusters Score -520521.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -520663.781250 Penalty: 2809.415039
	Iteration 2F: 3 clusters Score -520663.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -520753.031250 Penalty: 2809.415039
	Iteration 3Q: 3 clusters Score -520753 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -520809.343750 Penalty: 2809.415039
	Iteration 4Q: 3 clusters Score -520809.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -520853.250000 Penalty: 2809.415039
	Iteration 5Q: 3 clusters Score -520853.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -520892.187500 Penalty: 2809.415039
	Iteration 6Q: 3 clusters Score -520892.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -520935.093750 Penalty: 2809.415039
	Iteration 7Q: 3 clusters Score -520935.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -520973.937500 Penalty: 2809.415039
	Iteration 8Q: 3 clusters Score -520973.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -521009.031250 Penalty: 2809.415039
	Iteration 9Q: 3 clusters Score -521009 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -521041.593750 Penalty: 2809.415039
	Iteration 10Q: 3 clusters Score -521041.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -521075.437500 Penalty: 2809.415039
	Iteration 11Q: 3 clusters Score -521075.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -521121.531250 Penalty: 2809.415039
	Iteration 12Q: 3 clusters Score -521121.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -521176.656250 Penalty: 2809.415039
	Iteration 13Q: 3 clusters Score -521176.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -521241.375000 Penalty: 2809.415039
	Iteration 14Q: 3 clusters Score -521241.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -521322.843750 Penalty: 2809.415039
	Iteration 15Q: 3 clusters Score -521322.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -521435.093750 Penalty: 2809.415039
	Iteration 16Q: 3 clusters Score -521435.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -521567.968750 Penalty: 2809.415039
	Iteration 17Q: 3 clusters Score -521568 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -521694.687500 Penalty: 2809.415039
	Iteration 18Q: 3 clusters Score -521694.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -521823.468750 Penalty: 2809.415039
	Iteration 19Q: 3 clusters Score -521823.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -521956.718750 Penalty: 2809.415039
	Iteration 20F: 3 clusters Score -521956.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -522073.906250 Penalty: 2809.415039
	Iteration 21Q: 3 clusters Score -522073.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -522149.500000 Penalty: 2809.415039
	Iteration 22Q: 3 clusters Score -522149.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -522199.437500 Penalty: 2809.415039
	Iteration 23Q: 3 clusters Score -522199.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -522254.843750 Penalty: 2809.415039
	Iteration 24Q: 3 clusters Score -522254.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -522294.531250 Penalty: 2809.415039
	Iteration 25Q: 3 clusters Score -522294.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -522322.687500 Penalty: 2809.415039
	Iteration 26Q: 3 clusters Score -522322.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -522348.406250 Penalty: 2809.415039
	Iteration 27Q: 3 clusters Score -522348.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -522364.437500 Penalty: 2809.415039
	Iteration 28Q: 3 clusters Score -522364.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -522378.000000 Penalty: 2809.415039
	Iteration 29Q: 3 clusters Score -522378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -522392.625000 Penalty: 2809.415039
	Iteration 30Q: 3 clusters Score -522392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -522396.718750 Penalty: 2809.415039
	Iteration 31Q: 3 clusters Score -522396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -522400.406250 Penalty: 2809.415039
	Iteration 32Q: 3 clusters Score -522400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -522402.093750 Penalty: 2809.415039
	Iteration 33Q: 3 clusters Score -522402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -522402.093750 Penalty: 2809.415039
	Iteration 34F: 3 clusters Score -522402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18202.966797 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18202.97 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 181 members 
Entering Unmasked Estep 
Score: -17333.195312 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17333.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17650.996094 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17763.023438 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17763.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17859.203125 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -17859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17911.468750 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -17911.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17967.033203 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -17967.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18004.000000 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -18004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18041.216797 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -18041.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18076.177734 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -18076.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18085.191406 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -18085.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18091.541016 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -18091.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18093.949219 Penalty: 1927.979736
	Iteration 11F: 3 clusters Score -18093.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18099.660156 Penalty: 1927.979736
	Iteration 12Q: 3 clusters Score -18099.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18099.660156 Penalty: 1927.979736
	Iteration 13F: 3 clusters Score -18099.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -49337.156250 Penalty: 1037.319824
	Iteration 0F: 2 clusters Score -49337.16 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 310 members 
Entering Unmasked Estep 
Score: -48213.507812 Penalty: 2074.639648
	Iteration 0F: 3 clusters Score -48213.51 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48376.289062 Penalty: 2074.639648
	Iteration 1F: 3 clusters Score -48376.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48420.050781 Penalty: 2074.639648
	Iteration 2Q: 3 clusters Score -48420.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48446.101562 Penalty: 2074.639648
	Iteration 3Q: 3 clusters Score -48446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48451.007812 Penalty: 2074.639648
	Iteration 4Q: 3 clusters Score -48451.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48455.730469 Penalty: 2074.639648
	Iteration 5Q: 3 clusters Score -48455.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48456.316406 Penalty: 2074.639648
	Iteration 6Q: 3 clusters Score -48456.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48456.316406 Penalty: 2074.639648
	Iteration 7F: 3 clusters Score -48456.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -436680.000000 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -436680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -432796.500000 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -432796.5 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -433877.000000 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -433877 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -434030.656250 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -434030.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -434134.031250 Penalty: 2758.188721
	Iteration 3Q: 3 clusters Score -434134 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -434225.812500 Penalty: 2758.188721
	Iteration 4Q: 3 clusters Score -434225.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -434319.906250 Penalty: 2758.188721
	Iteration 5Q: 3 clusters Score -434319.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -434391.156250 Penalty: 2758.188721
	Iteration 6Q: 3 clusters Score -434391.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -434466.218750 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -434466.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -434542.906250 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -434542.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -434620.843750 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -434620.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -434699.000000 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -434699 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -434791.906250 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -434791.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -434877.468750 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -434877.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -434951.937500 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -434951.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -435008.906250 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -435008.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -435058.500000 Penalty: 2758.188721
	Iteration 15Q: 3 clusters Score -435058.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -435106.562500 Penalty: 2758.188721
	Iteration 16Q: 3 clusters Score -435106.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -435155.218750 Penalty: 2758.188721
	Iteration 17Q: 3 clusters Score -435155.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -435208.718750 Penalty: 2758.188721
	Iteration 18Q: 3 clusters Score -435208.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -435269.218750 Penalty: 2758.188721
	Iteration 19Q: 3 clusters Score -435269.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -435326.000000 Penalty: 2758.188721
	Iteration 20F: 3 clusters Score -435326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -435382.468750 Penalty: 2758.188721
	Iteration 21Q: 3 clusters Score -435382.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -435443.593750 Penalty: 2758.188721
	Iteration 22Q: 3 clusters Score -435443.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -435491.437500 Penalty: 2758.188721
	Iteration 23Q: 3 clusters Score -435491.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -435520.437500 Penalty: 2758.188721
	Iteration 24Q: 3 clusters Score -435520.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -435546.375000 Penalty: 2758.188721
	Iteration 25Q: 3 clusters Score -435546.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -435572.031250 Penalty: 2758.188721
	Iteration 26Q: 3 clusters Score -435572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -435602.125000 Penalty: 2758.188721
	Iteration 27Q: 3 clusters Score -435602.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -435635.718750 Penalty: 2758.188721
	Iteration 28Q: 3 clusters Score -435635.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -435655.812500 Penalty: 2758.188721
	Iteration 29Q: 3 clusters Score -435655.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -435669.312500 Penalty: 2758.188721
	Iteration 30Q: 3 clusters Score -435669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -435682.218750 Penalty: 2758.188721
	Iteration 31Q: 3 clusters Score -435682.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -435699.812500 Penalty: 2758.188721
	Iteration 32Q: 3 clusters Score -435699.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -435712.281250 Penalty: 2758.188721
	Iteration 33Q: 3 clusters Score -435712.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -435725.156250 Penalty: 2758.188721
	Iteration 34Q: 3 clusters Score -435725.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -435734.875000 Penalty: 2758.188721
	Iteration 35Q: 3 clusters Score -435734.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -435745.750000 Penalty: 2758.188721
	Iteration 36Q: 3 clusters Score -435745.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -435758.250000 Penalty: 2758.188721
	Iteration 37Q: 3 clusters Score -435758.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -435768.968750 Penalty: 2758.188721
	Iteration 38Q: 3 clusters Score -435769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -435775.750000 Penalty: 2758.188721
	Iteration 39Q: 3 clusters Score -435775.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -435784.000000 Penalty: 2758.188721
	Iteration 40F: 3 clusters Score -435784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -435792.406250 Penalty: 2758.188721
	Iteration 41Q: 3 clusters Score -435792.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -435797.937500 Penalty: 2758.188721
	Iteration 42Q: 3 clusters Score -435797.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -435804.937500 Penalty: 2758.188721
	Iteration 43Q: 3 clusters Score -435804.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -435810.281250 Penalty: 2758.188721
	Iteration 44Q: 3 clusters Score -435810.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -435812.375000 Penalty: 2758.188721
	Iteration 45Q: 3 clusters Score -435812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -435813.906250 Penalty: 2758.188721
	Iteration 46Q: 3 clusters Score -435813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -435814.906250 Penalty: 2758.188721
	Iteration 47Q: 3 clusters Score -435814.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -435814.906250 Penalty: 2758.188721
	Iteration 48F: 3 clusters Score -435814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -54188.230469 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -54188.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53017.378906 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -53017.38 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53217.886719 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -53217.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -53281.175781 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -53281.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -53466.738281 Penalty: 2112.919189
	Iteration 3Q: 3 clusters Score -53466.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -53707.542969 Penalty: 2112.919189
	Iteration 4F: 3 clusters Score -53707.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53922.746094 Penalty: 2112.919189
	Iteration 5F: 3 clusters Score -53922.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -54018.089844 Penalty: 2112.919189
	Iteration 6F: 3 clusters Score -54018.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -54088.589844 Penalty: 2112.919189
	Iteration 7Q: 3 clusters Score -54088.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -54118.445312 Penalty: 2112.919189
	Iteration 8Q: 3 clusters Score -54118.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -54131.496094 Penalty: 2112.919189
	Iteration 9Q: 3 clusters Score -54131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -54137.125000 Penalty: 2112.919189
	Iteration 10Q: 3 clusters Score -54137.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -54139.972656 Penalty: 2112.919189
	Iteration 11Q: 3 clusters Score -54139.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -54141.171875 Penalty: 2112.919189
	Iteration 12Q: 3 clusters Score -54141.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54143.058594 Penalty: 2112.919189
	Iteration 13Q: 3 clusters Score -54143.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -54144.105469 Penalty: 2112.919189
	Iteration 14Q: 3 clusters Score -54144.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -54145.687500 Penalty: 2112.919189
	Iteration 15Q: 3 clusters Score -54145.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -54150.140625 Penalty: 2112.919189
	Iteration 16Q: 3 clusters Score -54150.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54152.097656 Penalty: 2112.919189
	Iteration 17Q: 3 clusters Score -54152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -54153.183594 Penalty: 2112.919189
	Iteration 18Q: 3 clusters Score -54153.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -54153.183594 Penalty: 2112.919189
	Iteration 19F: 3 clusters Score -54153.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Entering Unmasked Estep 
Score: -3899661.500000 Penalty: 1726.412964
	Iteration 0F: 2 clusters Score -3899662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3872049.750000 Penalty: 3452.825928
	Iteration 0F: 3 clusters Score -3872050 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3882975.250000 Penalty: 3452.825928
	Iteration 1F: 3 clusters Score -3882975 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3883626.750000 Penalty: 3452.825928
	Iteration 2Q: 3 clusters Score -3883627 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3884522.500000 Penalty: 3452.825928
	Iteration 3Q: 3 clusters Score -3884522 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3885870.250000 Penalty: 3452.825928
	Iteration 4F: 3 clusters Score -3885870 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3887910.250000 Penalty: 3452.825928
	Iteration 5F: 3 clusters Score -3887910 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3890294.000000 Penalty: 3452.825928
	Iteration 6F: 3 clusters Score -3890294 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3892583.500000 Penalty: 3452.825928
	Iteration 7F: 3 clusters Score -3892584 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3894249.500000 Penalty: 3452.825928
	Iteration 8F: 3 clusters Score -3894250 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3895254.750000 Penalty: 3452.825928
	Iteration 9Q: 3 clusters Score -3895255 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3895857.250000 Penalty: 3452.825928
	Iteration 10Q: 3 clusters Score -3895857 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3896252.500000 Penalty: 3452.825928
	Iteration 11Q: 3 clusters Score -3896252 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3896555.250000 Penalty: 3452.825928
	Iteration 12Q: 3 clusters Score -3896555 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3896774.000000 Penalty: 3452.825928
	Iteration 13Q: 3 clusters Score -3896774 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3896929.000000 Penalty: 3452.825928
	Iteration 14Q: 3 clusters Score -3896929 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3897036.250000 Penalty: 3452.825928
	Iteration 15Q: 3 clusters Score -3897036 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3897132.750000 Penalty: 3452.825928
	Iteration 16Q: 3 clusters Score -3897133 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3897194.750000 Penalty: 3452.825928
	Iteration 17Q: 3 clusters Score -3897195 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3897283.000000 Penalty: 3452.825928
	Iteration 18Q: 3 clusters Score -3897283 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3897325.500000 Penalty: 3452.825928
	Iteration 19Q: 3 clusters Score -3897326 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3897375.000000 Penalty: 3452.825928
	Iteration 20F: 3 clusters Score -3897375 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3897426.250000 Penalty: 3452.825928
	Iteration 21Q: 3 clusters Score -3897426 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3897466.000000 Penalty: 3452.825928
	Iteration 22Q: 3 clusters Score -3897466 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3897507.000000 Penalty: 3452.825928
	Iteration 23Q: 3 clusters Score -3897507 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3897541.750000 Penalty: 3452.825928
	Iteration 24Q: 3 clusters Score -3897542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3897572.750000 Penalty: 3452.825928
	Iteration 25Q: 3 clusters Score -3897573 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3897613.500000 Penalty: 3452.825928
	Iteration 26Q: 3 clusters Score -3897614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3897663.000000 Penalty: 3452.825928
	Iteration 27Q: 3 clusters Score -3897663 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3897690.000000 Penalty: 3452.825928
	Iteration 28Q: 3 clusters Score -3897690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3897725.750000 Penalty: 3452.825928
	Iteration 29Q: 3 clusters Score -3897726 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3897752.000000 Penalty: 3452.825928
	Iteration 30Q: 3 clusters Score -3897752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3897767.750000 Penalty: 3452.825928
	Iteration 31Q: 3 clusters Score -3897768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3897806.000000 Penalty: 3452.825928
	Iteration 32Q: 3 clusters Score -3897806 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3897832.000000 Penalty: 3452.825928
	Iteration 33Q: 3 clusters Score -3897832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3897857.500000 Penalty: 3452.825928
	Iteration 34Q: 3 clusters Score -3897858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3897860.750000 Penalty: 3452.825928
	Iteration 35Q: 3 clusters Score -3897861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3897873.250000 Penalty: 3452.825928
	Iteration 36Q: 3 clusters Score -3897873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3897882.250000 Penalty: 3452.825928
	Iteration 37Q: 3 clusters Score -3897882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3897906.000000 Penalty: 3452.825928
	Iteration 38Q: 3 clusters Score -3897906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3897923.500000 Penalty: 3452.825928
	Iteration 39Q: 3 clusters Score -3897924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3897932.000000 Penalty: 3452.825928
	Iteration 40F: 3 clusters Score -3897932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3897947.000000 Penalty: 3452.825928
	Iteration 41Q: 3 clusters Score -3897947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3897968.750000 Penalty: 3452.825928
	Iteration 42Q: 3 clusters Score -3897969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3897974.500000 Penalty: 3452.825928
	Iteration 43Q: 3 clusters Score -3897974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3897987.750000 Penalty: 3452.825928
	Iteration 44Q: 3 clusters Score -3897988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3897980.000000 Penalty: 3452.825928
	Iteration 45Q: 3 clusters Score -3897980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3897989.250000 Penalty: 3452.825928
	Iteration 46Q: 3 clusters Score -3897989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3897995.750000 Penalty: 3452.825928
	Iteration 47Q: 3 clusters Score -3897996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3898014.500000 Penalty: 3452.825928
	Iteration 48Q: 3 clusters Score -3898014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3898024.250000 Penalty: 3452.825928
	Iteration 49Q: 3 clusters Score -3898024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3898023.750000 Penalty: 3452.825928
	Iteration 50Q: 3 clusters Score -3898024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3898034.500000 Penalty: 3452.825928
	Iteration 51Q: 3 clusters Score -3898034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3898042.500000 Penalty: 3452.825928
	Iteration 52Q: 3 clusters Score -3898042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3898047.000000 Penalty: 3452.825928
	Iteration 53Q: 3 clusters Score -3898047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3898052.500000 Penalty: 3452.825928
	Iteration 54Q: 3 clusters Score -3898052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3898057.500000 Penalty: 3452.825928
	Iteration 55Q: 3 clusters Score -3898058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3898076.000000 Penalty: 3452.825928
	Iteration 56Q: 3 clusters Score -3898076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3898067.750000 Penalty: 3452.825928
	Iteration 57Q: 3 clusters Score -3898068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3898075.000000 Penalty: 3452.825928
	Iteration 58Q: 3 clusters Score -3898075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3898083.250000 Penalty: 3452.825928
	Iteration 59Q: 3 clusters Score -3898083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3898091.750000 Penalty: 3452.825928
	Iteration 60F: 3 clusters Score -3898092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3898103.750000 Penalty: 3452.825928
	Iteration 61Q: 3 clusters Score -3898104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3898113.500000 Penalty: 3452.825928
	Iteration 62Q: 3 clusters Score -3898114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3898128.500000 Penalty: 3452.825928
	Iteration 63Q: 3 clusters Score -3898128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3898133.750000 Penalty: 3452.825928
	Iteration 64Q: 3 clusters Score -3898134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3898138.500000 Penalty: 3452.825928
	Iteration 65Q: 3 clusters Score -3898138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3898153.750000 Penalty: 3452.825928
	Iteration 66Q: 3 clusters Score -3898154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3898152.250000 Penalty: 3452.825928
	Iteration 67Q: 3 clusters Score -3898152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3898155.750000 Penalty: 3452.825928
	Iteration 68Q: 3 clusters Score -3898156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3898162.750000 Penalty: 3452.825928
	Iteration 69Q: 3 clusters Score -3898163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3898173.250000 Penalty: 3452.825928
	Iteration 70Q: 3 clusters Score -3898173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3898173.750000 Penalty: 3452.825928
	Iteration 71Q: 3 clusters Score -3898174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3898177.500000 Penalty: 3452.825928
	Iteration 72Q: 3 clusters Score -3898178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3898180.750000 Penalty: 3452.825928
	Iteration 73Q: 3 clusters Score -3898181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3898185.750000 Penalty: 3452.825928
	Iteration 74Q: 3 clusters Score -3898186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3898186.000000 Penalty: 3452.825928
	Iteration 75Q: 3 clusters Score -3898186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3898185.750000 Penalty: 3452.825928
	Iteration 76Q: 3 clusters Score -3898186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3898185.250000 Penalty: 3452.825928
	Iteration 77Q: 3 clusters Score -3898185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3898188.250000 Penalty: 3452.825928
	Iteration 78Q: 3 clusters Score -3898188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3898201.000000 Penalty: 3452.825928
	Iteration 79Q: 3 clusters Score -3898201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3898202.750000 Penalty: 3452.825928
	Iteration 80F: 3 clusters Score -3898203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3898208.500000 Penalty: 3452.825928
	Iteration 81Q: 3 clusters Score -3898208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3898211.500000 Penalty: 3452.825928
	Iteration 82Q: 3 clusters Score -3898212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3898216.000000 Penalty: 3452.825928
	Iteration 83Q: 3 clusters Score -3898216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3898215.250000 Penalty: 3452.825928
	Iteration 84Q: 3 clusters Score -3898215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3898212.500000 Penalty: 3452.825928
	Iteration 85Q: 3 clusters Score -3898212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3898211.250000 Penalty: 3452.825928
	Iteration 86Q: 3 clusters Score -3898211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3898213.750000 Penalty: 3452.825928
	Iteration 87Q: 3 clusters Score -3898214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3898210.000000 Penalty: 3452.825928
	Iteration 88Q: 3 clusters Score -3898210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3898211.500000 Penalty: 3452.825928
	Iteration 89Q: 3 clusters Score -3898212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3898212.500000 Penalty: 3452.825928
	Iteration 90Q: 3 clusters Score -3898212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3898212.500000 Penalty: 3452.825928
	Iteration 91Q: 3 clusters Score -3898212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3898214.000000 Penalty: 3452.825928
	Iteration 92Q: 3 clusters Score -3898214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3898211.500000 Penalty: 3452.825928
	Iteration 93Q: 3 clusters Score -3898212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3898212.500000 Penalty: 3452.825928
	Iteration 94Q: 3 clusters Score -3898212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3898212.750000 Penalty: 3452.825928
	Iteration 95Q: 3 clusters Score -3898213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3898208.500000 Penalty: 3452.825928
	Iteration 96Q: 3 clusters Score -3898208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3898207.750000 Penalty: 3452.825928
	Iteration 97Q: 3 clusters Score -3898208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3898212.000000 Penalty: 3452.825928
	Iteration 98Q: 3 clusters Score -3898212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3898211.750000 Penalty: 3452.825928
	Iteration 99Q: 3 clusters Score -3898212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3898210.500000 Penalty: 3452.825928
	Iteration 100F: 3 clusters Score -3898210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3898214.000000 Penalty: 3452.825928
	Iteration 101Q: 3 clusters Score -3898214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3898214.000000 Penalty: 3452.825928
	Iteration 102Q: 3 clusters Score -3898214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3898215.500000 Penalty: 3452.825928
	Iteration 103Q: 3 clusters Score -3898216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3898216.000000 Penalty: 3452.825928
	Iteration 104Q: 3 clusters Score -3898216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3898216.500000 Penalty: 3452.825928
	Iteration 105Q: 3 clusters Score -3898216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3898215.000000 Penalty: 3452.825928
	Iteration 106Q: 3 clusters Score -3898215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3898216.500000 Penalty: 3452.825928
	Iteration 107Q: 3 clusters Score -3898216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3898216.250000 Penalty: 3452.825928
	Iteration 108Q: 3 clusters Score -3898216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3898215.000000 Penalty: 3452.825928
	Iteration 109Q: 3 clusters Score -3898215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3898220.250000 Penalty: 3452.825928
	Iteration 110Q: 3 clusters Score -3898220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3898219.500000 Penalty: 3452.825928
	Iteration 111Q: 3 clusters Score -3898220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3898219.750000 Penalty: 3452.825928
	Iteration 112Q: 3 clusters Score -3898220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3898218.750000 Penalty: 3452.825928
	Iteration 113Q: 3 clusters Score -3898219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3898218.750000 Penalty: 3452.825928
	Iteration 114F: 3 clusters Score -3898219 nChanged 0
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: -38781.625000 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -38781.62 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 250 members 
Entering Unmasked Estep 
Score: -37737.191406 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -37737.19 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38000.789062 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -38000.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38117.699219 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -38117.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38173.882812 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -38173.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38195.195312 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -38195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38203.339844 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -38203.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38203.933594 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -38203.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38205.285156 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -38205.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38205.621094 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -38205.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38206.250000 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -38206.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38207.269531 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -38207.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38208.269531 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -38208.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38208.636719 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -38208.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38208.636719 Penalty: 2040.519531
	Iteration 13F: 3 clusters Score -38208.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Entering Unmasked Estep 
Score: -6317964.500000 Penalty: 1804.658203
	Iteration 0F: 2 clusters Score -6317964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -6273453.500000 Penalty: 3609.316406
	Iteration 0F: 3 clusters Score -6273454 nChanged 31462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -6291224.000000 Penalty: 3609.316406
	Iteration 1F: 3 clusters Score -6291224 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6291769.000000 Penalty: 3609.316406
	Iteration 2Q: 3 clusters Score -6291769 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -6292560.500000 Penalty: 3609.316406
	Iteration 3Q: 3 clusters Score -6292560 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -6293874.000000 Penalty: 3609.316406
	Iteration 4Q: 3 clusters Score -6293874 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -6296208.000000 Penalty: 3609.316406
	Iteration 5F: 3 clusters Score -6296208 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -6300125.500000 Penalty: 3609.316406
	Iteration 6F: 3 clusters Score -6300126 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -6305542.500000 Penalty: 3609.316406
	Iteration 7F: 3 clusters Score -6305542 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -6310685.000000 Penalty: 3609.316406
	Iteration 8F: 3 clusters Score -6310685 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -6313842.500000 Penalty: 3609.316406
	Iteration 9Q: 3 clusters Score -6313842 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -6315353.000000 Penalty: 3609.316406
	Iteration 10Q: 3 clusters Score -6315353 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -6315965.000000 Penalty: 3609.316406
	Iteration 11Q: 3 clusters Score -6315965 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -6316243.500000 Penalty: 3609.316406
	Iteration 12Q: 3 clusters Score -6316244 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -6316374.500000 Penalty: 3609.316406
	Iteration 13Q: 3 clusters Score -6316374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -6316425.000000 Penalty: 3609.316406
	Iteration 14Q: 3 clusters Score -6316425 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -6316478.000000 Penalty: 3609.316406
	Iteration 15Q: 3 clusters Score -6316478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -6316487.500000 Penalty: 3609.316406
	Iteration 16Q: 3 clusters Score -6316488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -6316493.500000 Penalty: 3609.316406
	Iteration 17Q: 3 clusters Score -6316494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -6316494.500000 Penalty: 3609.316406
	Iteration 18Q: 3 clusters Score -6316494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -6316510.000000 Penalty: 3609.316406
	Iteration 19Q: 3 clusters Score -6316510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -6316510.000000 Penalty: 3609.316406
	Iteration 20F: 3 clusters Score -6316510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -6316519.000000 Penalty: 3609.316406
	Iteration 21Q: 3 clusters Score -6316519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -6316528.500000 Penalty: 3609.316406
	Iteration 22Q: 3 clusters Score -6316528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -6316526.500000 Penalty: 3609.316406
	Iteration 23Q: 3 clusters Score -6316526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -6316532.500000 Penalty: 3609.316406
	Iteration 24Q: 3 clusters Score -6316532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -6316528.500000 Penalty: 3609.316406
	Iteration 25Q: 3 clusters Score -6316528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -6316539.500000 Penalty: 3609.316406
	Iteration 26Q: 3 clusters Score -6316540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -6316540.000000 Penalty: 3609.316406
	Iteration 27Q: 3 clusters Score -6316540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -6316552.500000 Penalty: 3609.316406
	Iteration 28Q: 3 clusters Score -6316552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -6316555.000000 Penalty: 3609.316406
	Iteration 29Q: 3 clusters Score -6316555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -6316563.500000 Penalty: 3609.316406
	Iteration 30Q: 3 clusters Score -6316564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -6316571.000000 Penalty: 3609.316406
	Iteration 31Q: 3 clusters Score -6316571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -6316565.500000 Penalty: 3609.316406
	Iteration 32Q: 3 clusters Score -6316566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -6316564.500000 Penalty: 3609.316406
	Iteration 33Q: 3 clusters Score -6316564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -6316567.000000 Penalty: 3609.316406
	Iteration 34Q: 3 clusters Score -6316567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -6316568.500000 Penalty: 3609.316406
	Iteration 35Q: 3 clusters Score -6316568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -6316573.500000 Penalty: 3609.316406
	Iteration 36Q: 3 clusters Score -6316574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -6316572.000000 Penalty: 3609.316406
	Iteration 37Q: 3 clusters Score -6316572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -6316571.000000 Penalty: 3609.316406
	Iteration 38Q: 3 clusters Score -6316571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -6316577.000000 Penalty: 3609.316406
	Iteration 39Q: 3 clusters Score -6316577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -6316574.000000 Penalty: 3609.316406
	Iteration 40F: 3 clusters Score -6316574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -6316577.000000 Penalty: 3609.316406
	Iteration 41Q: 3 clusters Score -6316577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -6316578.000000 Penalty: 3609.316406
	Iteration 42Q: 3 clusters Score -6316578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -6316578.000000 Penalty: 3609.316406
	Iteration 43F: 3 clusters Score -6316578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -95713.281250 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -95713.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -94206.671875 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -94206.67 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -94496.695312 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -94496.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94587.093750 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -94587.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94634.945312 Penalty: 2295.768799
	Iteration 3Q: 3 clusters Score -94634.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94682.804688 Penalty: 2295.768799
	Iteration 4Q: 3 clusters Score -94682.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94718.343750 Penalty: 2295.768799
	Iteration 5Q: 3 clusters Score -94718.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -94739.765625 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -94739.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94754.703125 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -94754.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94767.742188 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -94767.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94780.265625 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -94780.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94794.765625 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -94794.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94805.273438 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -94805.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -94807.101562 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -94807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94812.382812 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -94812.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94818.703125 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -94818.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -94831.843750 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -94831.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94854.593750 Penalty: 2295.768799
	Iteration 16Q: 3 clusters Score -94854.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94874.398438 Penalty: 2295.768799
	Iteration 17Q: 3 clusters Score -94874.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94892.007812 Penalty: 2295.768799
	Iteration 18Q: 3 clusters Score -94892.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94909.039062 Penalty: 2295.768799
	Iteration 19Q: 3 clusters Score -94909.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -94941.250000 Penalty: 2295.768799
	Iteration 20F: 3 clusters Score -94941.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94966.203125 Penalty: 2295.768799
	Iteration 21Q: 3 clusters Score -94966.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95009.820312 Penalty: 2295.768799
	Iteration 22Q: 3 clusters Score -95009.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95089.617188 Penalty: 2295.768799
	Iteration 23Q: 3 clusters Score -95089.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95169.585938 Penalty: 2295.768799
	Iteration 24Q: 3 clusters Score -95169.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95222.062500 Penalty: 2295.768799
	Iteration 25Q: 3 clusters Score -95222.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95257.218750 Penalty: 2295.768799
	Iteration 26Q: 3 clusters Score -95257.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95292.273438 Penalty: 2295.768799
	Iteration 27Q: 3 clusters Score -95292.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95312.703125 Penalty: 2295.768799
	Iteration 28Q: 3 clusters Score -95312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95323.203125 Penalty: 2295.768799
	Iteration 29Q: 3 clusters Score -95323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95328.234375 Penalty: 2295.768799
	Iteration 30Q: 3 clusters Score -95328.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -95331.492188 Penalty: 2295.768799
	Iteration 31Q: 3 clusters Score -95331.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -95334.523438 Penalty: 2295.768799
	Iteration 32Q: 3 clusters Score -95334.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -95341.195312 Penalty: 2295.768799
	Iteration 33Q: 3 clusters Score -95341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -95346.007812 Penalty: 2295.768799
	Iteration 34Q: 3 clusters Score -95346.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -95349.265625 Penalty: 2295.768799
	Iteration 35Q: 3 clusters Score -95349.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -95350.093750 Penalty: 2295.768799
	Iteration 36Q: 3 clusters Score -95350.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -95433.773438 Penalty: 2295.768799
	Iteration 37F: 3 clusters Score -95433.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95617.320312 Penalty: 2295.768799
	Iteration 38Q: 3 clusters Score -95617.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95728.914062 Penalty: 2295.768799
	Iteration 39Q: 3 clusters Score -95728.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95783.234375 Penalty: 2295.768799
	Iteration 40F: 3 clusters Score -95783.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -95812.546875 Penalty: 2295.768799
	Iteration 41Q: 3 clusters Score -95812.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95850.773438 Penalty: 2295.768799
	Iteration 42Q: 3 clusters Score -95850.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95869.867188 Penalty: 2295.768799
	Iteration 43Q: 3 clusters Score -95869.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95882.429688 Penalty: 2295.768799
	Iteration 44Q: 3 clusters Score -95882.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95889.718750 Penalty: 2295.768799
	Iteration 45Q: 3 clusters Score -95889.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95890.601562 Penalty: 2295.768799
	Iteration 46Q: 3 clusters Score -95890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95890.601562 Penalty: 2295.768799
	Iteration 47F: 3 clusters Score -95890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41113 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186091 members 
Mstep: Class 15 contains 41288 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190998 members 
Mstep: Class 20 contains 97846 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 394 members 
Entering Unmasked Estep 
Score: -66442608.000000 Penalty: 50438.820312
Splitting cluster 11 changes total score from -66443344.000000 to -66442608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -1011007.937500 Penalty: 1512.448608
	Iteration 0F: 2 clusters Score -1011008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1003177.500000 Penalty: 3024.897217
	Iteration 0F: 3 clusters Score -1003178 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1005629.625000 Penalty: 3024.897217
	Iteration 1F: 3 clusters Score -1005630 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1005859.812500 Penalty: 3024.897217
	Iteration 2F: 3 clusters Score -1005860 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1006051.250000 Penalty: 3024.897217
	Iteration 3Q: 3 clusters Score -1006051 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1006215.000000 Penalty: 3024.897217
	Iteration 4Q: 3 clusters Score -1006215 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1006374.312500 Penalty: 3024.897217
	Iteration 5Q: 3 clusters Score -1006374 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1006528.062500 Penalty: 3024.897217
	Iteration 6Q: 3 clusters Score -1006528 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1006684.687500 Penalty: 3024.897217
	Iteration 7Q: 3 clusters Score -1006685 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1006882.812500 Penalty: 3024.897217
	Iteration 8Q: 3 clusters Score -1006883 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1007142.750000 Penalty: 3024.897217
	Iteration 9Q: 3 clusters Score -1007143 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1007457.812500 Penalty: 3024.897217
	Iteration 10Q: 3 clusters Score -1007458 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1007797.375000 Penalty: 3024.897217
	Iteration 11Q: 3 clusters Score -1007797 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1008116.250000 Penalty: 3024.897217
	Iteration 12Q: 3 clusters Score -1008116 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1008385.187500 Penalty: 3024.897217
	Iteration 13Q: 3 clusters Score -1008385 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1008575.187500 Penalty: 3024.897217
	Iteration 14Q: 3 clusters Score -1008575 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1008698.875000 Penalty: 3024.897217
	Iteration 15Q: 3 clusters Score -1008699 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1008785.125000 Penalty: 3024.897217
	Iteration 16Q: 3 clusters Score -1008785 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1008855.625000 Penalty: 3024.897217
	Iteration 17Q: 3 clusters Score -1008856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1008905.687500 Penalty: 3024.897217
	Iteration 18Q: 3 clusters Score -1008906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1008962.687500 Penalty: 3024.897217
	Iteration 19Q: 3 clusters Score -1008963 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1009013.375000 Penalty: 3024.897217
	Iteration 20F: 3 clusters Score -1009013 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1009060.750000 Penalty: 3024.897217
	Iteration 21Q: 3 clusters Score -1009061 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1009109.375000 Penalty: 3024.897217
	Iteration 22Q: 3 clusters Score -1009109 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1009158.437500 Penalty: 3024.897217
	Iteration 23Q: 3 clusters Score -1009158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1009204.625000 Penalty: 3024.897217
	Iteration 24Q: 3 clusters Score -1009205 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1009254.687500 Penalty: 3024.897217
	Iteration 25Q: 3 clusters Score -1009255 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1009294.312500 Penalty: 3024.897217
	Iteration 26Q: 3 clusters Score -1009294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1009335.437500 Penalty: 3024.897217
	Iteration 27Q: 3 clusters Score -1009335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1009370.750000 Penalty: 3024.897217
	Iteration 28Q: 3 clusters Score -1009371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1009403.250000 Penalty: 3024.897217
	Iteration 29Q: 3 clusters Score -1009403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1009443.937500 Penalty: 3024.897217
	Iteration 30Q: 3 clusters Score -1009444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1009470.875000 Penalty: 3024.897217
	Iteration 31Q: 3 clusters Score -1009471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1009505.312500 Penalty: 3024.897217
	Iteration 32Q: 3 clusters Score -1009505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1009533.625000 Penalty: 3024.897217
	Iteration 33Q: 3 clusters Score -1009534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1009557.562500 Penalty: 3024.897217
	Iteration 34Q: 3 clusters Score -1009558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1009570.000000 Penalty: 3024.897217
	Iteration 35Q: 3 clusters Score -1009570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1009581.125000 Penalty: 3024.897217
	Iteration 36Q: 3 clusters Score -1009581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1009597.625000 Penalty: 3024.897217
	Iteration 37Q: 3 clusters Score -1009598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1009609.625000 Penalty: 3024.897217
	Iteration 38Q: 3 clusters Score -1009610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1009619.500000 Penalty: 3024.897217
	Iteration 39Q: 3 clusters Score -1009620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1009624.312500 Penalty: 3024.897217
	Iteration 40F: 3 clusters Score -1009624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1009632.812500 Penalty: 3024.897217
	Iteration 41Q: 3 clusters Score -1009633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1009636.250000 Penalty: 3024.897217
	Iteration 42Q: 3 clusters Score -1009636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1009639.500000 Penalty: 3024.897217
	Iteration 43Q: 3 clusters Score -1009640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1009641.625000 Penalty: 3024.897217
	Iteration 44Q: 3 clusters Score -1009642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1009650.500000 Penalty: 3024.897217
	Iteration 45Q: 3 clusters Score -1009650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1009657.687500 Penalty: 3024.897217
	Iteration 46Q: 3 clusters Score -1009658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1009663.437500 Penalty: 3024.897217
	Iteration 47Q: 3 clusters Score -1009663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1009667.937500 Penalty: 3024.897217
	Iteration 48Q: 3 clusters Score -1009668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1009667.375000 Penalty: 3024.897217
	Iteration 49Q: 3 clusters Score -1009667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1009668.000000 Penalty: 3024.897217
	Iteration 50Q: 3 clusters Score -1009668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1009669.187500 Penalty: 3024.897217
	Iteration 51Q: 3 clusters Score -1009669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1009671.687500 Penalty: 3024.897217
	Iteration 52Q: 3 clusters Score -1009672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1009672.562500 Penalty: 3024.897217
	Iteration 53Q: 3 clusters Score -1009673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1009672.562500 Penalty: 3024.897217
	Iteration 54F: 3 clusters Score -1009673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -136356.500000 Penalty: 1206.426880
	Iteration 0F: 2 clusters Score -136356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -134488.343750 Penalty: 2412.853760
	Iteration 0F: 3 clusters Score -134488.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -134863.406250 Penalty: 2412.853760
	Iteration 1F: 3 clusters Score -134863.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134992.546875 Penalty: 2412.853760
	Iteration 2F: 3 clusters Score -134992.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135068.234375 Penalty: 2412.853760
	Iteration 3F: 3 clusters Score -135068.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -135109.703125 Penalty: 2412.853760
	Iteration 4Q: 3 clusters Score -135109.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -135136.750000 Penalty: 2412.853760
	Iteration 5Q: 3 clusters Score -135136.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -135152.484375 Penalty: 2412.853760
	Iteration 6Q: 3 clusters Score -135152.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -135164.828125 Penalty: 2412.853760
	Iteration 7Q: 3 clusters Score -135164.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -135176.203125 Penalty: 2412.853760
	Iteration 8Q: 3 clusters Score -135176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135182.546875 Penalty: 2412.853760
	Iteration 9Q: 3 clusters Score -135182.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135188.109375 Penalty: 2412.853760
	Iteration 10Q: 3 clusters Score -135188.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135193.640625 Penalty: 2412.853760
	Iteration 11Q: 3 clusters Score -135193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -135196.640625 Penalty: 2412.853760
	Iteration 12Q: 3 clusters Score -135196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -135200.531250 Penalty: 2412.853760
	Iteration 13Q: 3 clusters Score -135200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -135203.281250 Penalty: 2412.853760
	Iteration 14Q: 3 clusters Score -135203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -135205.328125 Penalty: 2412.853760
	Iteration 15Q: 3 clusters Score -135205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135209.125000 Penalty: 2412.853760
	Iteration 16Q: 3 clusters Score -135209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -135213.406250 Penalty: 2412.853760
	Iteration 17Q: 3 clusters Score -135213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135222.796875 Penalty: 2412.853760
	Iteration 18Q: 3 clusters Score -135222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135229.453125 Penalty: 2412.853760
	Iteration 19Q: 3 clusters Score -135229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -135235.453125 Penalty: 2412.853760
	Iteration 20F: 3 clusters Score -135235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -135241.515625 Penalty: 2412.853760
	Iteration 21Q: 3 clusters Score -135241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -135246.375000 Penalty: 2412.853760
	Iteration 22Q: 3 clusters Score -135246.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135255.921875 Penalty: 2412.853760
	Iteration 23Q: 3 clusters Score -135255.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -135267.515625 Penalty: 2412.853760
	Iteration 24Q: 3 clusters Score -135267.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135282.328125 Penalty: 2412.853760
	Iteration 25Q: 3 clusters Score -135282.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -135290.640625 Penalty: 2412.853760
	Iteration 26Q: 3 clusters Score -135290.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -135293.468750 Penalty: 2412.853760
	Iteration 27Q: 3 clusters Score -135293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135298.140625 Penalty: 2412.853760
	Iteration 28Q: 3 clusters Score -135298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -135300.078125 Penalty: 2412.853760
	Iteration 29Q: 3 clusters Score -135300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135302.203125 Penalty: 2412.853760
	Iteration 30Q: 3 clusters Score -135302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135306.046875 Penalty: 2412.853760
	Iteration 31Q: 3 clusters Score -135306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135310.203125 Penalty: 2412.853760
	Iteration 32Q: 3 clusters Score -135310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135314.312500 Penalty: 2412.853760
	Iteration 33Q: 3 clusters Score -135314.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135317.890625 Penalty: 2412.853760
	Iteration 34Q: 3 clusters Score -135317.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135322.609375 Penalty: 2412.853760
	Iteration 35Q: 3 clusters Score -135322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -135326.000000 Penalty: 2412.853760
	Iteration 36Q: 3 clusters Score -135326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135332.312500 Penalty: 2412.853760
	Iteration 37Q: 3 clusters Score -135332.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135338.140625 Penalty: 2412.853760
	Iteration 38Q: 3 clusters Score -135338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135339.750000 Penalty: 2412.853760
	Iteration 39Q: 3 clusters Score -135339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135341.281250 Penalty: 2412.853760
	Iteration 40F: 3 clusters Score -135341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135341.484375 Penalty: 2412.853760
	Iteration 41Q: 3 clusters Score -135341.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135341.484375 Penalty: 2412.853760
	Iteration 42F: 3 clusters Score -135341.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186091 members 
Entering Unmasked Estep 
Score: -17360248.000000 Penalty: 1971.773560
	Iteration 0F: 2 clusters Score -1.736025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -17241142.000000 Penalty: 3943.547119
	Iteration 0F: 3 clusters Score -1.724114e+07 nChanged 90162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -17294050.000000 Penalty: 3943.547119
	Iteration 1F: 3 clusters Score -1.729405e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -17295402.000000 Penalty: 3943.547119
	Iteration 2Q: 3 clusters Score -1.72954e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -17297448.000000 Penalty: 3943.547119
	Iteration 3Q: 3 clusters Score -1.729745e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -17301292.000000 Penalty: 3943.547119
	Iteration 4Q: 3 clusters Score -1.730129e+07 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -17307878.000000 Penalty: 3943.547119
	Iteration 5F: 3 clusters Score -1.730788e+07 nChanged 14841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -17317990.000000 Penalty: 3943.547119
	Iteration 6F: 3 clusters Score -1.731799e+07 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 137281 members 
Entering Unmasked Estep 
Score: -17330834.000000 Penalty: 3943.547119
	Iteration 7F: 3 clusters Score -1.733083e+07 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -17343304.000000 Penalty: 3943.547119
	Iteration 8F: 3 clusters Score -1.73433e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 149749 members 
Entering Unmasked Estep 
Score: -17351524.000000 Penalty: 3943.547119
	Iteration 9F: 3 clusters Score -1.735152e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 151414 members 
Entering Unmasked Estep 
Score: -17354494.000000 Penalty: 3943.547119
	Iteration 10Q: 3 clusters Score -1.735449e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -17355762.000000 Penalty: 3943.547119
	Iteration 11Q: 3 clusters Score -1.735576e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 153979 members 
Entering Unmasked Estep 
Score: -17356628.000000 Penalty: 3943.547119
	Iteration 12Q: 3 clusters Score -1.735663e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 155369 members 
Entering Unmasked Estep 
Score: -17357556.000000 Penalty: 3943.547119
	Iteration 13Q: 3 clusters Score -1.735756e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 156911 members 
Entering Unmasked Estep 
Score: -17358256.000000 Penalty: 3943.547119
	Iteration 14Q: 3 clusters Score -1.735826e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 158738 members 
Entering Unmasked Estep 
Score: -17359062.000000 Penalty: 3943.547119
	Iteration 15Q: 3 clusters Score -1.735906e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -17359814.000000 Penalty: 3943.547119
	Iteration 16Q: 3 clusters Score -1.735981e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -17360442.000000 Penalty: 3943.547119
	Iteration 17Q: 3 clusters Score -1.736044e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -17360884.000000 Penalty: 3943.547119
	Iteration 18Q: 3 clusters Score -1.736088e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 167877 members 
Entering Unmasked Estep 
Score: -17361096.000000 Penalty: 3943.547119
	Iteration 19Q: 3 clusters Score -1.73611e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 170348 members 
Entering Unmasked Estep 
Score: -17361358.000000 Penalty: 3943.547119
	Iteration 20F: 3 clusters Score -1.736136e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 172678 members 
Entering Unmasked Estep 
Score: -17361522.000000 Penalty: 3943.547119
	Iteration 21Q: 3 clusters Score -1.736152e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 174724 members 
Entering Unmasked Estep 
Score: -17361458.000000 Penalty: 3943.547119
	Iteration 22Q: 3 clusters Score -1.736146e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 176484 members 
Entering Unmasked Estep 
Score: -17361454.000000 Penalty: 3943.547119
	Iteration 23Q: 3 clusters Score -1.736145e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 177987 members 
Entering Unmasked Estep 
Score: -17361412.000000 Penalty: 3943.547119
	Iteration 24Q: 3 clusters Score -1.736141e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 179174 members 
Entering Unmasked Estep 
Score: -17361198.000000 Penalty: 3943.547119
	Iteration 25Q: 3 clusters Score -1.73612e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 180125 members 
Entering Unmasked Estep 
Score: -17361106.000000 Penalty: 3943.547119
	Iteration 26Q: 3 clusters Score -1.736111e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 180911 members 
Entering Unmasked Estep 
Score: -17361016.000000 Penalty: 3943.547119
	Iteration 27Q: 3 clusters Score -1.736102e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 181555 members 
Entering Unmasked Estep 
Score: -17360940.000000 Penalty: 3943.547119
	Iteration 28Q: 3 clusters Score -1.736094e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 182066 members 
Entering Unmasked Estep 
Score: -17360834.000000 Penalty: 3943.547119
	Iteration 29Q: 3 clusters Score -1.736083e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 182483 members 
Entering Unmasked Estep 
Score: -17360730.000000 Penalty: 3943.547119
	Iteration 30Q: 3 clusters Score -1.736073e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 182811 members 
Entering Unmasked Estep 
Score: -17360644.000000 Penalty: 3943.547119
	Iteration 31Q: 3 clusters Score -1.736064e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 183059 members 
Entering Unmasked Estep 
Score: -17360626.000000 Penalty: 3943.547119
	Iteration 32Q: 3 clusters Score -1.736063e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 183243 members 
Entering Unmasked Estep 
Score: -17360554.000000 Penalty: 3943.547119
	Iteration 33Q: 3 clusters Score -1.736055e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -17360538.000000 Penalty: 3943.547119
	Iteration 34Q: 3 clusters Score -1.736054e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 183562 members 
Entering Unmasked Estep 
Score: -17360510.000000 Penalty: 3943.547119
	Iteration 35Q: 3 clusters Score -1.736051e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 183678 members 
Entering Unmasked Estep 
Score: -17360486.000000 Penalty: 3943.547119
	Iteration 36Q: 3 clusters Score -1.736049e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 183787 members 
Entering Unmasked Estep 
Score: -17360458.000000 Penalty: 3943.547119
	Iteration 37Q: 3 clusters Score -1.736046e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 183874 members 
Entering Unmasked Estep 
Score: -17360410.000000 Penalty: 3943.547119
	Iteration 38Q: 3 clusters Score -1.736041e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 183944 members 
Entering Unmasked Estep 
Score: -17360386.000000 Penalty: 3943.547119
	Iteration 39Q: 3 clusters Score -1.736039e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -17360370.000000 Penalty: 3943.547119
	Iteration 40F: 3 clusters Score -1.736037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 184031 members 
Entering Unmasked Estep 
Score: -17360364.000000 Penalty: 3943.547119
	Iteration 41Q: 3 clusters Score -1.736036e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 184061 members 
Entering Unmasked Estep 
Score: -17360314.000000 Penalty: 3943.547119
	Iteration 42Q: 3 clusters Score -1.736031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 184092 members 
Entering Unmasked Estep 
Score: -17360306.000000 Penalty: 3943.547119
	Iteration 43Q: 3 clusters Score -1.736031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -17360318.000000 Penalty: 3943.547119
	Iteration 44Q: 3 clusters Score -1.736032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 184139 members 
Entering Unmasked Estep 
Score: -17360328.000000 Penalty: 3943.547119
	Iteration 45Q: 3 clusters Score -1.736033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 184163 members 
Entering Unmasked Estep 
Score: -17360302.000000 Penalty: 3943.547119
	Iteration 46Q: 3 clusters Score -1.73603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 184194 members 
Entering Unmasked Estep 
Score: -17360278.000000 Penalty: 3943.547119
	Iteration 47Q: 3 clusters Score -1.736028e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 184227 members 
Entering Unmasked Estep 
Score: -17360256.000000 Penalty: 3943.547119
	Iteration 48Q: 3 clusters Score -1.736026e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 184256 members 
Entering Unmasked Estep 
Score: -17360226.000000 Penalty: 3943.547119
	Iteration 49Q: 3 clusters Score -1.736023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 184276 members 
Entering Unmasked Estep 
Score: -17360222.000000 Penalty: 3943.547119
	Iteration 50Q: 3 clusters Score -1.736022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 184289 members 
Entering Unmasked Estep 
Score: -17360226.000000 Penalty: 3943.547119
	Iteration 51Q: 3 clusters Score -1.736023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 184302 members 
Entering Unmasked Estep 
Score: -17360226.000000 Penalty: 3943.547119
	Iteration 52Q: 3 clusters Score -1.736023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 184311 members 
Entering Unmasked Estep 
Score: -17360208.000000 Penalty: 3943.547119
	Iteration 53Q: 3 clusters Score -1.736021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 184318 members 
Entering Unmasked Estep 
Score: -17360220.000000 Penalty: 3943.547119
	Iteration 54Q: 3 clusters Score -1.736022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 184326 members 
Entering Unmasked Estep 
Score: -17360214.000000 Penalty: 3943.547119
	Iteration 55Q: 3 clusters Score -1.736021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 184340 members 
Entering Unmasked Estep 
Score: -17360194.000000 Penalty: 3943.547119
	Iteration 56Q: 3 clusters Score -1.736019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 184351 members 
Entering Unmasked Estep 
Score: -17360182.000000 Penalty: 3943.547119
	Iteration 57Q: 3 clusters Score -1.736018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 184360 members 
Entering Unmasked Estep 
Score: -17360184.000000 Penalty: 3943.547119
	Iteration 58Q: 3 clusters Score -1.736018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 184368 members 
Entering Unmasked Estep 
Score: -17360192.000000 Penalty: 3943.547119
	Iteration 59Q: 3 clusters Score -1.736019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 184372 members 
Entering Unmasked Estep 
Score: -17360198.000000 Penalty: 3943.547119
	Iteration 60F: 3 clusters Score -1.73602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 184374 members 
Entering Unmasked Estep 
Score: -17360196.000000 Penalty: 3943.547119
	Iteration 61Q: 3 clusters Score -1.73602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 184376 members 
Entering Unmasked Estep 
Score: -17360196.000000 Penalty: 3943.547119
	Iteration 62Q: 3 clusters Score -1.73602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 184376 members 
Entering Unmasked Estep 
Score: -17360196.000000 Penalty: 3943.547119
	Iteration 63Q: 3 clusters Score -1.73602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 184376 members 
Entering Unmasked Estep 
Score: -17360192.000000 Penalty: 3943.547119
	Iteration 64Q: 3 clusters Score -1.736019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 184374 members 
Entering Unmasked Estep 
Score: -17360200.000000 Penalty: 3943.547119
	Iteration 65Q: 3 clusters Score -1.73602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 184370 members 
Entering Unmasked Estep 
Score: -17360218.000000 Penalty: 3943.547119
	Iteration 66Q: 3 clusters Score -1.736022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 184373 members 
Entering Unmasked Estep 
Score: -17360214.000000 Penalty: 3943.547119
	Iteration 67Q: 3 clusters Score -1.736021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 184373 members 
Entering Unmasked Estep 
Score: -17360226.000000 Penalty: 3943.547119
	Iteration 68Q: 3 clusters Score -1.736023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 184375 members 
Entering Unmasked Estep 
Score: -17360226.000000 Penalty: 3943.547119
	Iteration 69Q: 3 clusters Score -1.736023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 184380 members 
Entering Unmasked Estep 
Score: -17360224.000000 Penalty: 3943.547119
	Iteration 70Q: 3 clusters Score -1.736022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 184382 members 
Entering Unmasked Estep 
Score: -17360220.000000 Penalty: 3943.547119
	Iteration 71Q: 3 clusters Score -1.736022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 184381 members 
Entering Unmasked Estep 
Score: -17360234.000000 Penalty: 3943.547119
	Iteration 72Q: 3 clusters Score -1.736023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 184380 members 
Entering Unmasked Estep 
Score: -17360222.000000 Penalty: 3943.547119
	Iteration 73Q: 3 clusters Score -1.736022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 184380 members 
Entering Unmasked Estep 
Score: -17360222.000000 Penalty: 3943.547119
	Iteration 74F: 3 clusters Score -1.736022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Entering Unmasked Estep 
Score: -3913148.000000 Penalty: 1727.103149
	Iteration 0F: 2 clusters Score -3913148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3885588.500000 Penalty: 3454.206299
	Iteration 0F: 3 clusters Score -3885588 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3896640.000000 Penalty: 3454.206299
	Iteration 1F: 3 clusters Score -3896640 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3897340.500000 Penalty: 3454.206299
	Iteration 2Q: 3 clusters Score -3897340 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3898261.500000 Penalty: 3454.206299
	Iteration 3Q: 3 clusters Score -3898262 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3899722.500000 Penalty: 3454.206299
	Iteration 4F: 3 clusters Score -3899722 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3901812.000000 Penalty: 3454.206299
	Iteration 5F: 3 clusters Score -3901812 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3904513.750000 Penalty: 3454.206299
	Iteration 6F: 3 clusters Score -3904514 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3907168.500000 Penalty: 3454.206299
	Iteration 7F: 3 clusters Score -3907168 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3909022.750000 Penalty: 3454.206299
	Iteration 8F: 3 clusters Score -3909023 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3910095.500000 Penalty: 3454.206299
	Iteration 9Q: 3 clusters Score -3910096 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3910627.000000 Penalty: 3454.206299
	Iteration 10Q: 3 clusters Score -3910627 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3910924.000000 Penalty: 3454.206299
	Iteration 11Q: 3 clusters Score -3910924 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3911098.000000 Penalty: 3454.206299
	Iteration 12Q: 3 clusters Score -3911098 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3911219.000000 Penalty: 3454.206299
	Iteration 13Q: 3 clusters Score -3911219 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3911321.750000 Penalty: 3454.206299
	Iteration 14Q: 3 clusters Score -3911322 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3911379.750000 Penalty: 3454.206299
	Iteration 15Q: 3 clusters Score -3911380 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3911439.000000 Penalty: 3454.206299
	Iteration 16Q: 3 clusters Score -3911439 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3911463.500000 Penalty: 3454.206299
	Iteration 17Q: 3 clusters Score -3911464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3911498.750000 Penalty: 3454.206299
	Iteration 18Q: 3 clusters Score -3911499 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3911518.000000 Penalty: 3454.206299
	Iteration 19Q: 3 clusters Score -3911518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3911534.500000 Penalty: 3454.206299
	Iteration 20F: 3 clusters Score -3911534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3911561.250000 Penalty: 3454.206299
	Iteration 21Q: 3 clusters Score -3911561 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3911588.000000 Penalty: 3454.206299
	Iteration 22Q: 3 clusters Score -3911588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3911616.500000 Penalty: 3454.206299
	Iteration 23Q: 3 clusters Score -3911616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3911636.500000 Penalty: 3454.206299
	Iteration 24Q: 3 clusters Score -3911636 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3911664.000000 Penalty: 3454.206299
	Iteration 25Q: 3 clusters Score -3911664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3911677.500000 Penalty: 3454.206299
	Iteration 26Q: 3 clusters Score -3911678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3911698.750000 Penalty: 3454.206299
	Iteration 27Q: 3 clusters Score -3911699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3911710.000000 Penalty: 3454.206299
	Iteration 28Q: 3 clusters Score -3911710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3911724.500000 Penalty: 3454.206299
	Iteration 29Q: 3 clusters Score -3911724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3911735.500000 Penalty: 3454.206299
	Iteration 30Q: 3 clusters Score -3911736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3911752.000000 Penalty: 3454.206299
	Iteration 31Q: 3 clusters Score -3911752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3911778.000000 Penalty: 3454.206299
	Iteration 32Q: 3 clusters Score -3911778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3911780.500000 Penalty: 3454.206299
	Iteration 33Q: 3 clusters Score -3911780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3911798.000000 Penalty: 3454.206299
	Iteration 34Q: 3 clusters Score -3911798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3911808.250000 Penalty: 3454.206299
	Iteration 35Q: 3 clusters Score -3911808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3911802.750000 Penalty: 3454.206299
	Iteration 36Q: 3 clusters Score -3911803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3911817.750000 Penalty: 3454.206299
	Iteration 37Q: 3 clusters Score -3911818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3911830.000000 Penalty: 3454.206299
	Iteration 38Q: 3 clusters Score -3911830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3911826.500000 Penalty: 3454.206299
	Iteration 39Q: 3 clusters Score -3911826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3911827.250000 Penalty: 3454.206299
	Iteration 40F: 3 clusters Score -3911827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3911823.000000 Penalty: 3454.206299
	Iteration 41Q: 3 clusters Score -3911823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3911823.000000 Penalty: 3454.206299
	Iteration 42Q: 3 clusters Score -3911823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3911824.750000 Penalty: 3454.206299
	Iteration 43Q: 3 clusters Score -3911825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3911826.000000 Penalty: 3454.206299
	Iteration 44Q: 3 clusters Score -3911826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3911829.250000 Penalty: 3454.206299
	Iteration 45Q: 3 clusters Score -3911829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3911832.500000 Penalty: 3454.206299
	Iteration 46Q: 3 clusters Score -3911832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3911839.750000 Penalty: 3454.206299
	Iteration 47Q: 3 clusters Score -3911840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3911844.500000 Penalty: 3454.206299
	Iteration 48Q: 3 clusters Score -3911844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3911848.000000 Penalty: 3454.206299
	Iteration 49Q: 3 clusters Score -3911848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3911865.750000 Penalty: 3454.206299
	Iteration 50Q: 3 clusters Score -3911866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3911864.500000 Penalty: 3454.206299
	Iteration 51Q: 3 clusters Score -3911864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3911860.750000 Penalty: 3454.206299
	Iteration 52Q: 3 clusters Score -3911861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3911867.500000 Penalty: 3454.206299
	Iteration 53Q: 3 clusters Score -3911868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3911870.250000 Penalty: 3454.206299
	Iteration 54Q: 3 clusters Score -3911870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3911867.250000 Penalty: 3454.206299
	Iteration 55Q: 3 clusters Score -3911867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3911871.250000 Penalty: 3454.206299
	Iteration 56Q: 3 clusters Score -3911871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3911875.000000 Penalty: 3454.206299
	Iteration 57Q: 3 clusters Score -3911875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3911883.000000 Penalty: 3454.206299
	Iteration 58Q: 3 clusters Score -3911883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3911886.000000 Penalty: 3454.206299
	Iteration 59Q: 3 clusters Score -3911886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3911888.000000 Penalty: 3454.206299
	Iteration 60F: 3 clusters Score -3911888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3911887.250000 Penalty: 3454.206299
	Iteration 61Q: 3 clusters Score -3911887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3911886.000000 Penalty: 3454.206299
	Iteration 62Q: 3 clusters Score -3911886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3911891.250000 Penalty: 3454.206299
	Iteration 63Q: 3 clusters Score -3911891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3911888.000000 Penalty: 3454.206299
	Iteration 64Q: 3 clusters Score -3911888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3911894.000000 Penalty: 3454.206299
	Iteration 65Q: 3 clusters Score -3911894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3911903.000000 Penalty: 3454.206299
	Iteration 66Q: 3 clusters Score -3911903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3911903.750000 Penalty: 3454.206299
	Iteration 67Q: 3 clusters Score -3911904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3911907.000000 Penalty: 3454.206299
	Iteration 68Q: 3 clusters Score -3911907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3911910.500000 Penalty: 3454.206299
	Iteration 69Q: 3 clusters Score -3911910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3911920.750000 Penalty: 3454.206299
	Iteration 70Q: 3 clusters Score -3911921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3911919.250000 Penalty: 3454.206299
	Iteration 71Q: 3 clusters Score -3911919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3911920.750000 Penalty: 3454.206299
	Iteration 72Q: 3 clusters Score -3911921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3911924.500000 Penalty: 3454.206299
	Iteration 73Q: 3 clusters Score -3911924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3911922.500000 Penalty: 3454.206299
	Iteration 74Q: 3 clusters Score -3911922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3911927.750000 Penalty: 3454.206299
	Iteration 75Q: 3 clusters Score -3911928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3911940.500000 Penalty: 3454.206299
	Iteration 76Q: 3 clusters Score -3911940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3911952.250000 Penalty: 3454.206299
	Iteration 77Q: 3 clusters Score -3911952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3911960.250000 Penalty: 3454.206299
	Iteration 78Q: 3 clusters Score -3911960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3911967.500000 Penalty: 3454.206299
	Iteration 79Q: 3 clusters Score -3911968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3911976.750000 Penalty: 3454.206299
	Iteration 80F: 3 clusters Score -3911977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3911984.000000 Penalty: 3454.206299
	Iteration 81Q: 3 clusters Score -3911984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3911978.250000 Penalty: 3454.206299
	Iteration 82Q: 3 clusters Score -3911978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3911984.000000 Penalty: 3454.206299
	Iteration 83Q: 3 clusters Score -3911984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3911987.000000 Penalty: 3454.206299
	Iteration 84Q: 3 clusters Score -3911987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3911990.500000 Penalty: 3454.206299
	Iteration 85Q: 3 clusters Score -3911990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3911997.750000 Penalty: 3454.206299
	Iteration 86Q: 3 clusters Score -3911998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3912002.500000 Penalty: 3454.206299
	Iteration 87Q: 3 clusters Score -3912002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3912002.250000 Penalty: 3454.206299
	Iteration 88Q: 3 clusters Score -3912002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3912002.250000 Penalty: 3454.206299
	Iteration 89F: 3 clusters Score -3912002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Entering Unmasked Estep 
Score: -833621.312500 Penalty: 1478.308594
	Iteration 0F: 2 clusters Score -833621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -827159.312500 Penalty: 2956.617188
	Iteration 0F: 3 clusters Score -827159.3 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -829226.750000 Penalty: 2956.617188
	Iteration 1F: 3 clusters Score -829226.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -829483.187500 Penalty: 2956.617188
	Iteration 2F: 3 clusters Score -829483.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -829695.875000 Penalty: 2956.617188
	Iteration 3F: 3 clusters Score -829695.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -829926.937500 Penalty: 2956.617188
	Iteration 4Q: 3 clusters Score -829926.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -830170.312500 Penalty: 2956.617188
	Iteration 5F: 3 clusters Score -830170.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -830454.312500 Penalty: 2956.617188
	Iteration 6F: 3 clusters Score -830454.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -830802.187500 Penalty: 2956.617188
	Iteration 7F: 3 clusters Score -830802.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -831211.500000 Penalty: 2956.617188
	Iteration 8F: 3 clusters Score -831211.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -831618.187500 Penalty: 2956.617188
	Iteration 9F: 3 clusters Score -831618.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -831936.750000 Penalty: 2956.617188
	Iteration 10Q: 3 clusters Score -831936.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -832153.000000 Penalty: 2956.617188
	Iteration 11Q: 3 clusters Score -832153 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -832301.937500 Penalty: 2956.617188
	Iteration 12Q: 3 clusters Score -832301.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -832393.562500 Penalty: 2956.617188
	Iteration 13Q: 3 clusters Score -832393.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -832441.250000 Penalty: 2956.617188
	Iteration 14Q: 3 clusters Score -832441.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -832478.062500 Penalty: 2956.617188
	Iteration 15Q: 3 clusters Score -832478.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -832500.500000 Penalty: 2956.617188
	Iteration 16Q: 3 clusters Score -832500.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -832511.437500 Penalty: 2956.617188
	Iteration 17Q: 3 clusters Score -832511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -832515.750000 Penalty: 2956.617188
	Iteration 18Q: 3 clusters Score -832515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -832523.562500 Penalty: 2956.617188
	Iteration 19Q: 3 clusters Score -832523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -832524.312500 Penalty: 2956.617188
	Iteration 20F: 3 clusters Score -832524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -832527.187500 Penalty: 2956.617188
	Iteration 21Q: 3 clusters Score -832527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -832529.125000 Penalty: 2956.617188
	Iteration 22Q: 3 clusters Score -832529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -832530.687500 Penalty: 2956.617188
	Iteration 23Q: 3 clusters Score -832530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -832530.687500 Penalty: 2956.617188
	Iteration 24F: 3 clusters Score -832530.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Entering Unmasked Estep 
Score: -4714313.000000 Penalty: 1757.265381
	Iteration 0F: 2 clusters Score -4714313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4680839.000000 Penalty: 3514.530762
	Iteration 0F: 3 clusters Score -4680839 nChanged 23407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4694672.500000 Penalty: 3514.530762
	Iteration 1F: 3 clusters Score -4694672 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4695838.500000 Penalty: 3514.530762
	Iteration 2Q: 3 clusters Score -4695838 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4697764.500000 Penalty: 3514.530762
	Iteration 3F: 3 clusters Score -4697764 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4701042.500000 Penalty: 3514.530762
	Iteration 4F: 3 clusters Score -4701042 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -4705542.500000 Penalty: 3514.530762
	Iteration 5F: 3 clusters Score -4705542 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -4709628.500000 Penalty: 3514.530762
	Iteration 6F: 3 clusters Score -4709628 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -4711775.000000 Penalty: 3514.530762
	Iteration 7Q: 3 clusters Score -4711775 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -4712495.500000 Penalty: 3514.530762
	Iteration 8Q: 3 clusters Score -4712496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -4712625.000000 Penalty: 3514.530762
	Iteration 9Q: 3 clusters Score -4712625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -4712677.500000 Penalty: 3514.530762
	Iteration 10Q: 3 clusters Score -4712678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -4712717.500000 Penalty: 3514.530762
	Iteration 11Q: 3 clusters Score -4712718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -4712748.000000 Penalty: 3514.530762
	Iteration 12Q: 3 clusters Score -4712748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -4712756.000000 Penalty: 3514.530762
	Iteration 13Q: 3 clusters Score -4712756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -4712756.000000 Penalty: 3514.530762
	Iteration 14F: 3 clusters Score -4712756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -37789.832031 Penalty: 1019.342529
	Iteration 0F: 2 clusters Score -37789.83 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 254 members 
Entering Unmasked Estep 
Score: -36733.347656 Penalty: 2038.685059
	Iteration 0F: 3 clusters Score -36733.35 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36929.734375 Penalty: 2038.685059
	Iteration 1F: 3 clusters Score -36929.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37096.535156 Penalty: 2038.685059
	Iteration 2F: 3 clusters Score -37096.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37205.691406 Penalty: 2038.685059
	Iteration 3F: 3 clusters Score -37205.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37318.429688 Penalty: 2038.685059
	Iteration 4F: 3 clusters Score -37318.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37385.464844 Penalty: 2038.685059
	Iteration 5Q: 3 clusters Score -37385.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37419.945312 Penalty: 2038.685059
	Iteration 6Q: 3 clusters Score -37419.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37439.300781 Penalty: 2038.685059
	Iteration 7Q: 3 clusters Score -37439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37451.976562 Penalty: 2038.685059
	Iteration 8Q: 3 clusters Score -37451.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37458.347656 Penalty: 2038.685059
	Iteration 9Q: 3 clusters Score -37458.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37461.808594 Penalty: 2038.685059
	Iteration 10Q: 3 clusters Score -37461.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37465.406250 Penalty: 2038.685059
	Iteration 11Q: 3 clusters Score -37465.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37469.449219 Penalty: 2038.685059
	Iteration 12Q: 3 clusters Score -37469.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37474.347656 Penalty: 2038.685059
	Iteration 13Q: 3 clusters Score -37474.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37478.683594 Penalty: 2038.685059
	Iteration 14Q: 3 clusters Score -37478.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37480.082031 Penalty: 2038.685059
	Iteration 15Q: 3 clusters Score -37480.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37482.445312 Penalty: 2038.685059
	Iteration 16Q: 3 clusters Score -37482.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37489.507812 Penalty: 2038.685059
	Iteration 17Q: 3 clusters Score -37489.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37495.585938 Penalty: 2038.685059
	Iteration 18Q: 3 clusters Score -37495.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37500.453125 Penalty: 2038.685059
	Iteration 19Q: 3 clusters Score -37500.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37501.980469 Penalty: 2038.685059
	Iteration 20F: 3 clusters Score -37501.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190998 members 
Entering Unmasked Estep 
Score: -17794492.000000 Penalty: 1976.002930
	Iteration 0F: 2 clusters Score -1.779449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -17670724.000000 Penalty: 3952.005859
	Iteration 0F: 3 clusters Score -1.767072e+07 nChanged 92694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -17726236.000000 Penalty: 3952.005859
	Iteration 1F: 3 clusters Score -1.772624e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 97891 members 
Entering Unmasked Estep 
Score: -17728142.000000 Penalty: 3952.005859
	Iteration 2Q: 3 clusters Score -1.772814e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -17731316.000000 Penalty: 3952.005859
	Iteration 3Q: 3 clusters Score -1.773132e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -17736368.000000 Penalty: 3952.005859
	Iteration 4F: 3 clusters Score -1.773637e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -17744374.000000 Penalty: 3952.005859
	Iteration 5F: 3 clusters Score -1.774437e+07 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -17754742.000000 Penalty: 3952.005859
	Iteration 6F: 3 clusters Score -1.775474e+07 nChanged 13929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -17763284.000000 Penalty: 3952.005859
	Iteration 7F: 3 clusters Score -1.776328e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -17767462.000000 Penalty: 3952.005859
	Iteration 8F: 3 clusters Score -1.776746e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -17768470.000000 Penalty: 3952.005859
	Iteration 9Q: 3 clusters Score -1.776847e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -17769032.000000 Penalty: 3952.005859
	Iteration 10Q: 3 clusters Score -1.776903e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -17769376.000000 Penalty: 3952.005859
	Iteration 11Q: 3 clusters Score -1.776938e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -17769626.000000 Penalty: 3952.005859
	Iteration 12Q: 3 clusters Score -1.776963e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -17769706.000000 Penalty: 3952.005859
	Iteration 13Q: 3 clusters Score -1.776971e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -17769968.000000 Penalty: 3952.005859
	Iteration 14Q: 3 clusters Score -1.776997e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113131 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -17770118.000000 Penalty: 3952.005859
	Iteration 15Q: 3 clusters Score -1.777012e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -17770362.000000 Penalty: 3952.005859
	Iteration 16Q: 3 clusters Score -1.777036e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -17770806.000000 Penalty: 3952.005859
	Iteration 17Q: 3 clusters Score -1.777081e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122188 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -17771184.000000 Penalty: 3952.005859
	Iteration 18Q: 3 clusters Score -1.777118e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125779 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -17771524.000000 Penalty: 3952.005859
	Iteration 19Q: 3 clusters Score -1.777152e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129776 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -17772178.000000 Penalty: 3952.005859
	Iteration 20F: 3 clusters Score -1.777218e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134327 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -17772940.000000 Penalty: 3952.005859
	Iteration 21Q: 3 clusters Score -1.777294e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139162 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -17773846.000000 Penalty: 3952.005859
	Iteration 22Q: 3 clusters Score -1.777385e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -17775040.000000 Penalty: 3952.005859
	Iteration 23Q: 3 clusters Score -1.777504e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150011 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -17776918.000000 Penalty: 3952.005859
	Iteration 24Q: 3 clusters Score -1.777692e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155691 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -17779442.000000 Penalty: 3952.005859
	Iteration 25Q: 3 clusters Score -1.777944e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -17781154.000000 Penalty: 3952.005859
	Iteration 26Q: 3 clusters Score -1.778115e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -17782752.000000 Penalty: 3952.005859
	Iteration 27Q: 3 clusters Score -1.778275e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167881 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -17784164.000000 Penalty: 3952.005859
	Iteration 28Q: 3 clusters Score -1.778416e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171138 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -17785444.000000 Penalty: 3952.005859
	Iteration 29Q: 3 clusters Score -1.778544e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174044 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -17786624.000000 Penalty: 3952.005859
	Iteration 30Q: 3 clusters Score -1.778662e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -17787682.000000 Penalty: 3952.005859
	Iteration 31Q: 3 clusters Score -1.778768e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178920 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -17788666.000000 Penalty: 3952.005859
	Iteration 32Q: 3 clusters Score -1.778867e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180956 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -17789504.000000 Penalty: 3952.005859
	Iteration 33Q: 3 clusters Score -1.77895e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182706 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -17790092.000000 Penalty: 3952.005859
	Iteration 34Q: 3 clusters Score -1.779009e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184128 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -17790568.000000 Penalty: 3952.005859
	Iteration 35Q: 3 clusters Score -1.779057e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -17791054.000000 Penalty: 3952.005859
	Iteration 36Q: 3 clusters Score -1.779105e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186233 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -17791480.000000 Penalty: 3952.005859
	Iteration 37Q: 3 clusters Score -1.779148e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187021 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -17791760.000000 Penalty: 3952.005859
	Iteration 38Q: 3 clusters Score -1.779176e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187667 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -17792002.000000 Penalty: 3952.005859
	Iteration 39Q: 3 clusters Score -1.7792e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188162 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -17792250.000000 Penalty: 3952.005859
	Iteration 40F: 3 clusters Score -1.779225e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188523 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -17792388.000000 Penalty: 3952.005859
	Iteration 41Q: 3 clusters Score -1.779239e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188814 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -17792550.000000 Penalty: 3952.005859
	Iteration 42Q: 3 clusters Score -1.779255e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189017 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17792612.000000 Penalty: 3952.005859
	Iteration 43Q: 3 clusters Score -1.779261e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189180 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17792624.000000 Penalty: 3952.005859
	Iteration 44Q: 3 clusters Score -1.779262e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189303 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -17792656.000000 Penalty: 3952.005859
	Iteration 45Q: 3 clusters Score -1.779266e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189418 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17792730.000000 Penalty: 3952.005859
	Iteration 46Q: 3 clusters Score -1.779273e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189518 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -17792784.000000 Penalty: 3952.005859
	Iteration 47Q: 3 clusters Score -1.779278e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189597 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -17792838.000000 Penalty: 3952.005859
	Iteration 48Q: 3 clusters Score -1.779284e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189650 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -17792840.000000 Penalty: 3952.005859
	Iteration 49Q: 3 clusters Score -1.779284e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189702 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17792852.000000 Penalty: 3952.005859
	Iteration 50Q: 3 clusters Score -1.779285e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189740 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17792908.000000 Penalty: 3952.005859
	Iteration 51Q: 3 clusters Score -1.779291e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189778 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -17792926.000000 Penalty: 3952.005859
	Iteration 52Q: 3 clusters Score -1.779293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189806 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17792926.000000 Penalty: 3952.005859
	Iteration 53Q: 3 clusters Score -1.779293e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189830 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -17792930.000000 Penalty: 3952.005859
	Iteration 54Q: 3 clusters Score -1.779293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189843 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -17792936.000000 Penalty: 3952.005859
	Iteration 55Q: 3 clusters Score -1.779294e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189858 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17792948.000000 Penalty: 3952.005859
	Iteration 56Q: 3 clusters Score -1.779295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189868 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17792970.000000 Penalty: 3952.005859
	Iteration 57Q: 3 clusters Score -1.779297e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17792972.000000 Penalty: 3952.005859
	Iteration 58Q: 3 clusters Score -1.779297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -17792968.000000 Penalty: 3952.005859
	Iteration 59Q: 3 clusters Score -1.779297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189919 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -17792984.000000 Penalty: 3952.005859
	Iteration 60F: 3 clusters Score -1.779298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189927 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17792970.000000 Penalty: 3952.005859
	Iteration 61Q: 3 clusters Score -1.779297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189938 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -17792980.000000 Penalty: 3952.005859
	Iteration 62Q: 3 clusters Score -1.779298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189953 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -17793006.000000 Penalty: 3952.005859
	Iteration 63Q: 3 clusters Score -1.779301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189960 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -17793010.000000 Penalty: 3952.005859
	Iteration 64Q: 3 clusters Score -1.779301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189966 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -17793012.000000 Penalty: 3952.005859
	Iteration 65Q: 3 clusters Score -1.779301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189971 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -17793010.000000 Penalty: 3952.005859
	Iteration 66Q: 3 clusters Score -1.779301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189976 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -17793002.000000 Penalty: 3952.005859
	Iteration 67Q: 3 clusters Score -1.7793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189981 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17792996.000000 Penalty: 3952.005859
	Iteration 68Q: 3 clusters Score -1.7793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189985 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -17793012.000000 Penalty: 3952.005859
	Iteration 69Q: 3 clusters Score -1.779301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -17792990.000000 Penalty: 3952.005859
	Iteration 70Q: 3 clusters Score -1.779299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189996 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -17792988.000000 Penalty: 3952.005859
	Iteration 71Q: 3 clusters Score -1.779299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190002 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -17792988.000000 Penalty: 3952.005859
	Iteration 72Q: 3 clusters Score -1.779299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190006 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -17792988.000000 Penalty: 3952.005859
	Iteration 73Q: 3 clusters Score -1.779299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190013 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17793000.000000 Penalty: 3952.005859
	Iteration 74Q: 3 clusters Score -1.7793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190023 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17793014.000000 Penalty: 3952.005859
	Iteration 75Q: 3 clusters Score -1.779301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190031 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -17793018.000000 Penalty: 3952.005859
	Iteration 76Q: 3 clusters Score -1.779302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190035 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -17793020.000000 Penalty: 3952.005859
	Iteration 77Q: 3 clusters Score -1.779302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190041 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17793018.000000 Penalty: 3952.005859
	Iteration 78Q: 3 clusters Score -1.779302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190042 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17793020.000000 Penalty: 3952.005859
	Iteration 79Q: 3 clusters Score -1.779302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190043 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -17793020.000000 Penalty: 3952.005859
	Iteration 80F: 3 clusters Score -1.779302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Entering Unmasked Estep 
Score: -9287986.000000 Penalty: 1867.311890
	Iteration 0F: 2 clusters Score -9287986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -9222452.000000 Penalty: 3734.623779
	Iteration 0F: 3 clusters Score -9222452 nChanged 46763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -9249601.000000 Penalty: 3734.623779
	Iteration 1F: 3 clusters Score -9249601 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -9250406.000000 Penalty: 3734.623779
	Iteration 2Q: 3 clusters Score -9250406 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -9251598.000000 Penalty: 3734.623779
	Iteration 3Q: 3 clusters Score -9251598 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -9253324.000000 Penalty: 3734.623779
	Iteration 4Q: 3 clusters Score -9253324 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -9256123.000000 Penalty: 3734.623779
	Iteration 5F: 3 clusters Score -9256123 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -9259891.000000 Penalty: 3734.623779
	Iteration 6F: 3 clusters Score -9259891 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -9264598.000000 Penalty: 3734.623779
	Iteration 7F: 3 clusters Score -9264598 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -9269829.000000 Penalty: 3734.623779
	Iteration 8F: 3 clusters Score -9269829 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -9275216.000000 Penalty: 3734.623779
	Iteration 9F: 3 clusters Score -9275216 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -9279855.000000 Penalty: 3734.623779
	Iteration 10F: 3 clusters Score -9279855 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -9283146.000000 Penalty: 3734.623779
	Iteration 11Q: 3 clusters Score -9283146 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9284892.000000 Penalty: 3734.623779
	Iteration 12Q: 3 clusters Score -9284892 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9285669.000000 Penalty: 3734.623779
	Iteration 13Q: 3 clusters Score -9285669 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9286021.000000 Penalty: 3734.623779
	Iteration 14Q: 3 clusters Score -9286021 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9286161.000000 Penalty: 3734.623779
	Iteration 15Q: 3 clusters Score -9286161 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97481 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9286250.000000 Penalty: 3734.623779
	Iteration 16Q: 3 clusters Score -9286250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9286273.000000 Penalty: 3734.623779
	Iteration 17Q: 3 clusters Score -9286273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9286313.000000 Penalty: 3734.623779
	Iteration 18Q: 3 clusters Score -9286313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9286336.000000 Penalty: 3734.623779
	Iteration 19Q: 3 clusters Score -9286336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9286349.000000 Penalty: 3734.623779
	Iteration 20F: 3 clusters Score -9286349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9286369.000000 Penalty: 3734.623779
	Iteration 21Q: 3 clusters Score -9286369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9286369.000000 Penalty: 3734.623779
	Iteration 22Q: 3 clusters Score -9286369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9286378.000000 Penalty: 3734.623779
	Iteration 23Q: 3 clusters Score -9286378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9286381.000000 Penalty: 3734.623779
	Iteration 24Q: 3 clusters Score -9286381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9286381.000000 Penalty: 3734.623779
	Iteration 25Q: 3 clusters Score -9286381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9286381.000000 Penalty: 3734.623779
	Iteration 26F: 3 clusters Score -9286381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -8124.375977 Penalty: 772.458374
	Iteration 0F: 2 clusters Score -8124.376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7512.540527 Penalty: 1544.916748
	Iteration 0F: 3 clusters Score -7512.541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7538.293945 Penalty: 1544.916748
	Iteration 1Q: 3 clusters Score -7538.294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7551.632324 Penalty: 1544.916748
	Iteration 2Q: 3 clusters Score -7551.632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7553.623535 Penalty: 1544.916748
	Iteration 3Q: 3 clusters Score -7553.624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7553.623535 Penalty: 1544.916748
	Iteration 4F: 3 clusters Score -7553.624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -65314.843750 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -65314.84 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 377 members 
Entering Unmasked Estep 
Score: -64051.800781 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -64051.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64246.347656 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -64246.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64294.242188 Penalty: 2159.231689
	Iteration 2Q: 3 clusters Score -64294.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64333.839844 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -64333.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64358.039062 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -64358.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64369.222656 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -64369.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64376.046875 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -64376.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64383.718750 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -64383.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64384.015625 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -64384.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64385.832031 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -64385.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64385.832031 Penalty: 2159.231689
	Iteration 10F: 3 clusters Score -64385.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41113 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186091 members 
Mstep: Class 15 contains 41288 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190998 members 
Mstep: Class 20 contains 97846 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443336.000000 Penalty: 48245.828125
Iteration 399Q: 23 clusters Score -6.644334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41114 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186095 members 
Mstep: Class 15 contains 41288 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49712 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190992 members 
Mstep: Class 20 contains 97846 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443376.000000 Penalty: 48245.828125
Iteration 400F: 23 clusters Score -6.644338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41116 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186094 members 
Mstep: Class 15 contains 41289 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49714 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190990 members 
Mstep: Class 20 contains 97845 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443372.000000 Penalty: 48245.828125
Iteration 401Q: 23 clusters Score -6.644337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41118 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186086 members 
Mstep: Class 15 contains 41292 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49716 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190991 members 
Mstep: Class 20 contains 97846 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443348.000000 Penalty: 48245.828125
Iteration 402Q: 23 clusters Score -6.644335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41120 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186080 members 
Mstep: Class 15 contains 41295 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49718 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190987 members 
Mstep: Class 20 contains 97851 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443400.000000 Penalty: 48245.828125
Iteration 403Q: 23 clusters Score -6.64434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186071 members 
Mstep: Class 15 contains 41295 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49718 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190988 members 
Mstep: Class 20 contains 97857 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443396.000000 Penalty: 48245.828125
Iteration 404Q: 23 clusters Score -6.64434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186069 members 
Mstep: Class 15 contains 41296 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49721 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190983 members 
Mstep: Class 20 contains 97860 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443416.000000 Penalty: 48245.828125
Iteration 405Q: 23 clusters Score -6.644342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186065 members 
Mstep: Class 15 contains 41299 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190980 members 
Mstep: Class 20 contains 97863 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443424.000000 Penalty: 48245.828125
Iteration 406Q: 23 clusters Score -6.644342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66536 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186062 members 
Mstep: Class 15 contains 41300 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190980 members 
Mstep: Class 20 contains 97864 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443440.000000 Penalty: 48245.828125
Iteration 407Q: 23 clusters Score -6.644344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5677 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186064 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49722 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190979 members 
Mstep: Class 20 contains 97862 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443452.000000 Penalty: 48245.828125
Iteration 408Q: 23 clusters Score -6.644345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186066 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190976 members 
Mstep: Class 20 contains 97861 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443432.000000 Penalty: 48245.828125
Iteration 409Q: 23 clusters Score -6.644343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186069 members 
Mstep: Class 15 contains 41301 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190974 members 
Mstep: Class 20 contains 97862 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443396.000000 Penalty: 48245.828125
Iteration 410Q: 23 clusters Score -6.64434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186071 members 
Mstep: Class 15 contains 41303 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190970 members 
Mstep: Class 20 contains 97864 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443400.000000 Penalty: 48245.828125
Iteration 411Q: 23 clusters Score -6.64434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41122 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66537 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186072 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190970 members 
Mstep: Class 20 contains 97864 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443388.000000 Penalty: 48245.828125
Iteration 412Q: 23 clusters Score -6.644339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41123 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66538 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186072 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190969 members 
Mstep: Class 20 contains 97863 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443396.000000 Penalty: 48245.828125
Iteration 413Q: 23 clusters Score -6.64434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41124 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186074 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190966 members 
Mstep: Class 20 contains 97862 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443420.000000 Penalty: 48245.828125
Iteration 414Q: 23 clusters Score -6.644342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41125 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186076 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190963 members 
Mstep: Class 20 contains 97862 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443472.000000 Penalty: 48245.828125
Iteration 415Q: 23 clusters Score -6.644347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41126 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186080 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190960 members 
Mstep: Class 20 contains 97860 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443476.000000 Penalty: 48245.828125
Iteration 416Q: 23 clusters Score -6.644348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186082 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190959 members 
Mstep: Class 20 contains 97858 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443480.000000 Penalty: 48245.828125
Iteration 417Q: 23 clusters Score -6.644348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186085 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49724 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190957 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443456.000000 Penalty: 48245.828125
Iteration 418Q: 23 clusters Score -6.644346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186088 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49726 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190954 members 
Mstep: Class 20 contains 97854 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443456.000000 Penalty: 48245.828125
Iteration 419Q: 23 clusters Score -6.644346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66539 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186091 members 
Mstep: Class 15 contains 41302 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49727 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190952 members 
Mstep: Class 20 contains 97852 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443432.000000 Penalty: 48245.828125
Iteration 420F: 23 clusters Score -6.644343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186088 members 
Mstep: Class 15 contains 41303 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49727 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190953 members 
Mstep: Class 20 contains 97852 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443392.000000 Penalty: 48245.828125
Iteration 421Q: 23 clusters Score -6.644339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66541 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186087 members 
Mstep: Class 15 contains 41304 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49727 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190952 members 
Mstep: Class 20 contains 97852 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443384.000000 Penalty: 48245.828125
Iteration 422Q: 23 clusters Score -6.644338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66541 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186089 members 
Mstep: Class 15 contains 41305 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49727 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190948 members 
Mstep: Class 20 contains 97853 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443424.000000 Penalty: 48245.828125
Iteration 423Q: 23 clusters Score -6.644342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66541 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186091 members 
Mstep: Class 15 contains 41306 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49728 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190944 members 
Mstep: Class 20 contains 97853 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443428.000000 Penalty: 48245.828125
Iteration 424Q: 23 clusters Score -6.644343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186091 members 
Mstep: Class 15 contains 41306 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49730 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190940 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443476.000000 Penalty: 48245.828125
Iteration 425Q: 23 clusters Score -6.644348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66541 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186089 members 
Mstep: Class 15 contains 41306 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49732 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190938 members 
Mstep: Class 20 contains 97857 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443464.000000 Penalty: 48245.828125
Iteration 426Q: 23 clusters Score -6.644346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186086 members 
Mstep: Class 15 contains 41306 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49732 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190941 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443484.000000 Penalty: 48245.828125
Iteration 427Q: 23 clusters Score -6.644348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186087 members 
Mstep: Class 15 contains 41305 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49732 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190941 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443488.000000 Penalty: 48245.828125
Iteration 428Q: 23 clusters Score -6.644349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186086 members 
Mstep: Class 15 contains 41305 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49732 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190942 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443484.000000 Penalty: 48245.828125
Iteration 429Q: 23 clusters Score -6.644348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186085 members 
Mstep: Class 15 contains 41306 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49732 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190941 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443484.000000 Penalty: 48245.828125
Iteration 430Q: 23 clusters Score -6.644348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186085 members 
Mstep: Class 15 contains 41306 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49733 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190940 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443476.000000 Penalty: 48245.828125
Iteration 431Q: 23 clusters Score -6.644348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186084 members 
Mstep: Class 15 contains 41306 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190939 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443480.000000 Penalty: 48245.828125
Iteration 432Q: 23 clusters Score -6.644348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186084 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190938 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443472.000000 Penalty: 48245.828125
Iteration 433Q: 23 clusters Score -6.644347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66543 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186084 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190938 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443472.000000 Penalty: 48245.828125
Iteration 434Q: 23 clusters Score -6.644347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186084 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190939 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443492.000000 Penalty: 48245.828125
Iteration 435Q: 23 clusters Score -6.644349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186085 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190938 members 
Mstep: Class 20 contains 97856 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443492.000000 Penalty: 48245.828125
Iteration 436Q: 23 clusters Score -6.644349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186086 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190938 members 
Mstep: Class 20 contains 97855 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443488.000000 Penalty: 48245.828125
Iteration 437Q: 23 clusters Score -6.644349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186086 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190938 members 
Mstep: Class 20 contains 97855 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443488.000000 Penalty: 48245.828125
Iteration 438F: 23 clusters Score -6.644349e+07 nChanged 0
Entering ConstructFrom: 
Score: -66443488.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -18952.703125 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -18952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18200.720703 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -18200.72 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18457.574219 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -18457.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18531.732422 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -18531.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18561.837891 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -18561.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18595.738281 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -18595.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18616.332031 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -18616.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18626.589844 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -18626.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18634.236328 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -18634.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18637.011719 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -18637.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18639.021484 Penalty: 1903.828247
	Iteration 9Q: 3 clusters Score -18639.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18641.031250 Penalty: 1903.828247
	Iteration 10Q: 3 clusters Score -18641.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18641.031250 Penalty: 1903.828247
	Iteration 11F: 3 clusters Score -18641.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Entering Unmasked Estep 
Score: -1320759.250000 Penalty: 1564.056641
	Iteration 0F: 2 clusters Score -1320759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1310244.625000 Penalty: 3128.113281
	Iteration 0F: 3 clusters Score -1310245 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1314010.625000 Penalty: 3128.113281
	Iteration 1F: 3 clusters Score -1314011 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1314404.000000 Penalty: 3128.113281
	Iteration 2F: 3 clusters Score -1314404 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1314772.000000 Penalty: 3128.113281
	Iteration 3F: 3 clusters Score -1314772 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1315130.875000 Penalty: 3128.113281
	Iteration 4Q: 3 clusters Score -1315131 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1315481.125000 Penalty: 3128.113281
	Iteration 5Q: 3 clusters Score -1315481 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1315794.625000 Penalty: 3128.113281
	Iteration 6Q: 3 clusters Score -1315795 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1316118.125000 Penalty: 3128.113281
	Iteration 7Q: 3 clusters Score -1316118 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1316432.125000 Penalty: 3128.113281
	Iteration 8Q: 3 clusters Score -1316432 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1316736.875000 Penalty: 3128.113281
	Iteration 9Q: 3 clusters Score -1316737 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1317020.000000 Penalty: 3128.113281
	Iteration 10Q: 3 clusters Score -1317020 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1317260.750000 Penalty: 3128.113281
	Iteration 11Q: 3 clusters Score -1317261 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1317476.375000 Penalty: 3128.113281
	Iteration 12Q: 3 clusters Score -1317476 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1317682.000000 Penalty: 3128.113281
	Iteration 13Q: 3 clusters Score -1317682 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1317884.875000 Penalty: 3128.113281
	Iteration 14Q: 3 clusters Score -1317885 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1318063.750000 Penalty: 3128.113281
	Iteration 15Q: 3 clusters Score -1318064 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1318233.125000 Penalty: 3128.113281
	Iteration 16Q: 3 clusters Score -1318233 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1318401.250000 Penalty: 3128.113281
	Iteration 17Q: 3 clusters Score -1318401 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1318538.750000 Penalty: 3128.113281
	Iteration 18Q: 3 clusters Score -1318539 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1318643.875000 Penalty: 3128.113281
	Iteration 19Q: 3 clusters Score -1318644 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1318743.750000 Penalty: 3128.113281
	Iteration 20F: 3 clusters Score -1318744 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1318826.250000 Penalty: 3128.113281
	Iteration 21Q: 3 clusters Score -1318826 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1318903.125000 Penalty: 3128.113281
	Iteration 22Q: 3 clusters Score -1318903 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1318973.750000 Penalty: 3128.113281
	Iteration 23Q: 3 clusters Score -1318974 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1319039.625000 Penalty: 3128.113281
	Iteration 24Q: 3 clusters Score -1319040 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1319099.625000 Penalty: 3128.113281
	Iteration 25Q: 3 clusters Score -1319100 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1319151.625000 Penalty: 3128.113281
	Iteration 26Q: 3 clusters Score -1319152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1319201.750000 Penalty: 3128.113281
	Iteration 27Q: 3 clusters Score -1319202 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1319237.375000 Penalty: 3128.113281
	Iteration 28Q: 3 clusters Score -1319237 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1319261.875000 Penalty: 3128.113281
	Iteration 29Q: 3 clusters Score -1319262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1319283.125000 Penalty: 3128.113281
	Iteration 30Q: 3 clusters Score -1319283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1319291.375000 Penalty: 3128.113281
	Iteration 31Q: 3 clusters Score -1319291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1319308.625000 Penalty: 3128.113281
	Iteration 32Q: 3 clusters Score -1319309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1319319.000000 Penalty: 3128.113281
	Iteration 33Q: 3 clusters Score -1319319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1319329.875000 Penalty: 3128.113281
	Iteration 34Q: 3 clusters Score -1319330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1319336.250000 Penalty: 3128.113281
	Iteration 35Q: 3 clusters Score -1319336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1319347.750000 Penalty: 3128.113281
	Iteration 36Q: 3 clusters Score -1319348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1319355.500000 Penalty: 3128.113281
	Iteration 37Q: 3 clusters Score -1319356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1319363.750000 Penalty: 3128.113281
	Iteration 38Q: 3 clusters Score -1319364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1319367.875000 Penalty: 3128.113281
	Iteration 39Q: 3 clusters Score -1319368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1319377.250000 Penalty: 3128.113281
	Iteration 40F: 3 clusters Score -1319377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1319385.000000 Penalty: 3128.113281
	Iteration 41Q: 3 clusters Score -1319385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1319391.500000 Penalty: 3128.113281
	Iteration 42Q: 3 clusters Score -1319392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1319394.875000 Penalty: 3128.113281
	Iteration 43Q: 3 clusters Score -1319395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1319400.500000 Penalty: 3128.113281
	Iteration 44Q: 3 clusters Score -1319400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1319401.875000 Penalty: 3128.113281
	Iteration 45Q: 3 clusters Score -1319402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1319406.125000 Penalty: 3128.113281
	Iteration 46Q: 3 clusters Score -1319406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1319406.875000 Penalty: 3128.113281
	Iteration 47Q: 3 clusters Score -1319407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1319411.875000 Penalty: 3128.113281
	Iteration 48Q: 3 clusters Score -1319412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1319413.250000 Penalty: 3128.113281
	Iteration 49Q: 3 clusters Score -1319413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1319417.625000 Penalty: 3128.113281
	Iteration 50Q: 3 clusters Score -1319418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1319416.500000 Penalty: 3128.113281
	Iteration 51Q: 3 clusters Score -1319416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1319420.000000 Penalty: 3128.113281
	Iteration 52Q: 3 clusters Score -1319420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1319421.125000 Penalty: 3128.113281
	Iteration 53Q: 3 clusters Score -1319421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1319421.375000 Penalty: 3128.113281
	Iteration 54Q: 3 clusters Score -1319421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1319424.750000 Penalty: 3128.113281
	Iteration 55Q: 3 clusters Score -1319425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1319427.125000 Penalty: 3128.113281
	Iteration 56Q: 3 clusters Score -1319427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1319428.000000 Penalty: 3128.113281
	Iteration 57Q: 3 clusters Score -1319428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1319429.625000 Penalty: 3128.113281
	Iteration 58Q: 3 clusters Score -1319430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1319434.750000 Penalty: 3128.113281
	Iteration 59Q: 3 clusters Score -1319435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1319437.125000 Penalty: 3128.113281
	Iteration 60F: 3 clusters Score -1319437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1319439.500000 Penalty: 3128.113281
	Iteration 61Q: 3 clusters Score -1319440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1319441.375000 Penalty: 3128.113281
	Iteration 62Q: 3 clusters Score -1319441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1319444.125000 Penalty: 3128.113281
	Iteration 63Q: 3 clusters Score -1319444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1319444.875000 Penalty: 3128.113281
	Iteration 64Q: 3 clusters Score -1319445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1319444.250000 Penalty: 3128.113281
	Iteration 65Q: 3 clusters Score -1319444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1319443.750000 Penalty: 3128.113281
	Iteration 66Q: 3 clusters Score -1319444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1319448.250000 Penalty: 3128.113281
	Iteration 67Q: 3 clusters Score -1319448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1319448.750000 Penalty: 3128.113281
	Iteration 68Q: 3 clusters Score -1319449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1319449.625000 Penalty: 3128.113281
	Iteration 69Q: 3 clusters Score -1319450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1319448.625000 Penalty: 3128.113281
	Iteration 70Q: 3 clusters Score -1319449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1319446.875000 Penalty: 3128.113281
	Iteration 71Q: 3 clusters Score -1319447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1319449.375000 Penalty: 3128.113281
	Iteration 72Q: 3 clusters Score -1319449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1319453.000000 Penalty: 3128.113281
	Iteration 73Q: 3 clusters Score -1319453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1319455.500000 Penalty: 3128.113281
	Iteration 74Q: 3 clusters Score -1319456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1319457.000000 Penalty: 3128.113281
	Iteration 75Q: 3 clusters Score -1319457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1319461.250000 Penalty: 3128.113281
	Iteration 76Q: 3 clusters Score -1319461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1319462.875000 Penalty: 3128.113281
	Iteration 77Q: 3 clusters Score -1319463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1319465.125000 Penalty: 3128.113281
	Iteration 78Q: 3 clusters Score -1319465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1319463.375000 Penalty: 3128.113281
	Iteration 79Q: 3 clusters Score -1319463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1319463.375000 Penalty: 3128.113281
	Iteration 80F: 3 clusters Score -1319463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Entering Unmasked Estep 
Score: -523459.875000 Penalty: 1404.650269
	Iteration 0F: 2 clusters Score -523459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -519052.937500 Penalty: 2809.300537
	Iteration 0F: 3 clusters Score -519052.9 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -520242.968750 Penalty: 2809.300537
	Iteration 1F: 3 clusters Score -520243 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -520434.812500 Penalty: 2809.300537
	Iteration 2F: 3 clusters Score -520434.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -520564.250000 Penalty: 2809.300537
	Iteration 3F: 3 clusters Score -520564.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -520661.125000 Penalty: 2809.300537
	Iteration 4Q: 3 clusters Score -520661.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -520720.718750 Penalty: 2809.300537
	Iteration 5Q: 3 clusters Score -520720.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -520767.875000 Penalty: 2809.300537
	Iteration 6Q: 3 clusters Score -520767.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -520796.437500 Penalty: 2809.300537
	Iteration 7Q: 3 clusters Score -520796.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -520821.656250 Penalty: 2809.300537
	Iteration 8Q: 3 clusters Score -520821.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -520840.812500 Penalty: 2809.300537
	Iteration 9Q: 3 clusters Score -520840.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -520860.968750 Penalty: 2809.300537
	Iteration 10Q: 3 clusters Score -520861 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -520877.968750 Penalty: 2809.300537
	Iteration 11Q: 3 clusters Score -520878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -520901.781250 Penalty: 2809.300537
	Iteration 12Q: 3 clusters Score -520901.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -520928.218750 Penalty: 2809.300537
	Iteration 13Q: 3 clusters Score -520928.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -520959.593750 Penalty: 2809.300537
	Iteration 14Q: 3 clusters Score -520959.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -521001.125000 Penalty: 2809.300537
	Iteration 15Q: 3 clusters Score -521001.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -521048.718750 Penalty: 2809.300537
	Iteration 16Q: 3 clusters Score -521048.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -521106.062500 Penalty: 2809.300537
	Iteration 17Q: 3 clusters Score -521106.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -521166.750000 Penalty: 2809.300537
	Iteration 18Q: 3 clusters Score -521166.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -521227.562500 Penalty: 2809.300537
	Iteration 19Q: 3 clusters Score -521227.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -521297.750000 Penalty: 2809.300537
	Iteration 20F: 3 clusters Score -521297.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -521377.093750 Penalty: 2809.300537
	Iteration 21Q: 3 clusters Score -521377.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -521456.343750 Penalty: 2809.300537
	Iteration 22Q: 3 clusters Score -521456.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -521557.562500 Penalty: 2809.300537
	Iteration 23Q: 3 clusters Score -521557.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -521659.625000 Penalty: 2809.300537
	Iteration 24Q: 3 clusters Score -521659.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -521749.468750 Penalty: 2809.300537
	Iteration 25Q: 3 clusters Score -521749.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -521815.562500 Penalty: 2809.300537
	Iteration 26Q: 3 clusters Score -521815.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -521870.468750 Penalty: 2809.300537
	Iteration 27Q: 3 clusters Score -521870.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -521924.093750 Penalty: 2809.300537
	Iteration 28Q: 3 clusters Score -521924.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -521975.531250 Penalty: 2809.300537
	Iteration 29Q: 3 clusters Score -521975.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -522012.312500 Penalty: 2809.300537
	Iteration 30Q: 3 clusters Score -522012.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -522039.437500 Penalty: 2809.300537
	Iteration 31Q: 3 clusters Score -522039.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -522063.906250 Penalty: 2809.300537
	Iteration 32Q: 3 clusters Score -522063.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -522084.281250 Penalty: 2809.300537
	Iteration 33Q: 3 clusters Score -522084.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -522103.031250 Penalty: 2809.300537
	Iteration 34Q: 3 clusters Score -522103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -522116.843750 Penalty: 2809.300537
	Iteration 35Q: 3 clusters Score -522116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -522137.125000 Penalty: 2809.300537
	Iteration 36Q: 3 clusters Score -522137.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -522154.250000 Penalty: 2809.300537
	Iteration 37Q: 3 clusters Score -522154.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -522165.781250 Penalty: 2809.300537
	Iteration 38Q: 3 clusters Score -522165.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -522178.531250 Penalty: 2809.300537
	Iteration 39Q: 3 clusters Score -522178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -522188.968750 Penalty: 2809.300537
	Iteration 40F: 3 clusters Score -522189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -522197.656250 Penalty: 2809.300537
	Iteration 41Q: 3 clusters Score -522197.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -522202.031250 Penalty: 2809.300537
	Iteration 42Q: 3 clusters Score -522202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -522202.781250 Penalty: 2809.300537
	Iteration 43Q: 3 clusters Score -522202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -522202.781250 Penalty: 2809.300537
	Iteration 44F: 3 clusters Score -522202.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -18202.966797 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -18202.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17471.066406 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -17471.07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17826.146484 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -17826.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17926.308594 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -17926.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17951.906250 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -17951.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17968.417969 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -17968.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18004.148438 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -18004.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18015.726562 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -18015.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18017.044922 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -18017.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18021.964844 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -18021.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18026.781250 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -18026.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18028.269531 Penalty: 1927.979736
	Iteration 10Q: 3 clusters Score -18028.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18028.269531 Penalty: 1927.979736
	Iteration 11F: 3 clusters Score -18028.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -49337.156250 Penalty: 1037.319824
	Iteration 0F: 2 clusters Score -49337.16 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 314 members 
Entering Unmasked Estep 
Score: -48222.031250 Penalty: 2074.639648
	Iteration 0F: 3 clusters Score -48222.03 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48378.355469 Penalty: 2074.639648
	Iteration 1F: 3 clusters Score -48378.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48428.738281 Penalty: 2074.639648
	Iteration 2F: 3 clusters Score -48428.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48439.687500 Penalty: 2074.639648
	Iteration 3Q: 3 clusters Score -48439.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48444.519531 Penalty: 2074.639648
	Iteration 4Q: 3 clusters Score -48444.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48458.894531 Penalty: 2074.639648
	Iteration 5Q: 3 clusters Score -48458.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48463.078125 Penalty: 2074.639648
	Iteration 6Q: 3 clusters Score -48463.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48465.937500 Penalty: 2074.639648
	Iteration 7Q: 3 clusters Score -48465.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48465.937500 Penalty: 2074.639648
	Iteration 8F: 3 clusters Score -48465.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -436680.000000 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -436680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -432810.968750 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -432811 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -433840.218750 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -433840.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -434000.906250 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -434000.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -434091.468750 Penalty: 2758.188721
	Iteration 3Q: 3 clusters Score -434091.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -434165.906250 Penalty: 2758.188721
	Iteration 4Q: 3 clusters Score -434165.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -434215.718750 Penalty: 2758.188721
	Iteration 5Q: 3 clusters Score -434215.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -434259.906250 Penalty: 2758.188721
	Iteration 6Q: 3 clusters Score -434259.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -434307.437500 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -434307.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -434352.500000 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -434352.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -434400.750000 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -434400.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -434450.250000 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -434450.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -434493.531250 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -434493.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -434539.062500 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -434539.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -434583.187500 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -434583.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -434638.187500 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -434638.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -434687.625000 Penalty: 2758.188721
	Iteration 15Q: 3 clusters Score -434687.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -434732.343750 Penalty: 2758.188721
	Iteration 16Q: 3 clusters Score -434732.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -434786.062500 Penalty: 2758.188721
	Iteration 17Q: 3 clusters Score -434786.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -434840.406250 Penalty: 2758.188721
	Iteration 18Q: 3 clusters Score -434840.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -434893.062500 Penalty: 2758.188721
	Iteration 19Q: 3 clusters Score -434893.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -434937.312500 Penalty: 2758.188721
	Iteration 20F: 3 clusters Score -434937.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -434976.875000 Penalty: 2758.188721
	Iteration 21Q: 3 clusters Score -434976.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -435013.000000 Penalty: 2758.188721
	Iteration 22Q: 3 clusters Score -435013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -435060.781250 Penalty: 2758.188721
	Iteration 23Q: 3 clusters Score -435060.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -435105.843750 Penalty: 2758.188721
	Iteration 24Q: 3 clusters Score -435105.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -435146.062500 Penalty: 2758.188721
	Iteration 25Q: 3 clusters Score -435146.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -435181.937500 Penalty: 2758.188721
	Iteration 26Q: 3 clusters Score -435181.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -435206.562500 Penalty: 2758.188721
	Iteration 27Q: 3 clusters Score -435206.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -435235.906250 Penalty: 2758.188721
	Iteration 28Q: 3 clusters Score -435235.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -435263.437500 Penalty: 2758.188721
	Iteration 29Q: 3 clusters Score -435263.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -435281.656250 Penalty: 2758.188721
	Iteration 30Q: 3 clusters Score -435281.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -435299.437500 Penalty: 2758.188721
	Iteration 31Q: 3 clusters Score -435299.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -435318.625000 Penalty: 2758.188721
	Iteration 32Q: 3 clusters Score -435318.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -435341.718750 Penalty: 2758.188721
	Iteration 33Q: 3 clusters Score -435341.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -435354.343750 Penalty: 2758.188721
	Iteration 34Q: 3 clusters Score -435354.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -435361.687500 Penalty: 2758.188721
	Iteration 35Q: 3 clusters Score -435361.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -435364.812500 Penalty: 2758.188721
	Iteration 36Q: 3 clusters Score -435364.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -435370.406250 Penalty: 2758.188721
	Iteration 37Q: 3 clusters Score -435370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -435371.312500 Penalty: 2758.188721
	Iteration 38Q: 3 clusters Score -435371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -435375.375000 Penalty: 2758.188721
	Iteration 39Q: 3 clusters Score -435375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -435377.156250 Penalty: 2758.188721
	Iteration 40F: 3 clusters Score -435377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -435379.593750 Penalty: 2758.188721
	Iteration 41Q: 3 clusters Score -435379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -435383.375000 Penalty: 2758.188721
	Iteration 42Q: 3 clusters Score -435383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -435388.156250 Penalty: 2758.188721
	Iteration 43Q: 3 clusters Score -435388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -435390.250000 Penalty: 2758.188721
	Iteration 44Q: 3 clusters Score -435390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -435390.937500 Penalty: 2758.188721
	Iteration 45Q: 3 clusters Score -435390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -435390.937500 Penalty: 2758.188721
	Iteration 46F: 3 clusters Score -435390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -54188.230469 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -54188.23 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 343 members 
Entering Unmasked Estep 
Score: -53047.632812 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -53047.63 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53500.554688 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -53500.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53787.492188 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -53787.49 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53946.093750 Penalty: 2112.919189
	Iteration 3F: 3 clusters Score -53946.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54073.234375 Penalty: 2112.919189
	Iteration 4Q: 3 clusters Score -54073.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54103.316406 Penalty: 2112.919189
	Iteration 5Q: 3 clusters Score -54103.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54134.015625 Penalty: 2112.919189
	Iteration 6Q: 3 clusters Score -54134.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54140.527344 Penalty: 2112.919189
	Iteration 7Q: 3 clusters Score -54140.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54141.492188 Penalty: 2112.919189
	Iteration 8Q: 3 clusters Score -54141.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54141.492188 Penalty: 2112.919189
	Iteration 9F: 3 clusters Score -54141.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Entering Unmasked Estep 
Score: -3900972.000000 Penalty: 1726.468262
	Iteration 0F: 2 clusters Score -3900972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3873307.750000 Penalty: 3452.936523
	Iteration 0F: 3 clusters Score -3873308 nChanged 19186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3884093.500000 Penalty: 3452.936523
	Iteration 1F: 3 clusters Score -3884094 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3884427.000000 Penalty: 3452.936523
	Iteration 2Q: 3 clusters Score -3884427 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3884855.000000 Penalty: 3452.936523
	Iteration 3Q: 3 clusters Score -3884855 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3885343.000000 Penalty: 3452.936523
	Iteration 4Q: 3 clusters Score -3885343 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3886074.750000 Penalty: 3452.936523
	Iteration 5Q: 3 clusters Score -3886075 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3887153.500000 Penalty: 3452.936523
	Iteration 6Q: 3 clusters Score -3887154 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3888959.500000 Penalty: 3452.936523
	Iteration 7F: 3 clusters Score -3888960 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3891484.250000 Penalty: 3452.936523
	Iteration 8F: 3 clusters Score -3891484 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3894293.750000 Penalty: 3452.936523
	Iteration 9F: 3 clusters Score -3894294 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -3896624.000000 Penalty: 3452.936523
	Iteration 10F: 3 clusters Score -3896624 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -3898024.500000 Penalty: 3452.936523
	Iteration 11Q: 3 clusters Score -3898024 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -3898723.000000 Penalty: 3452.936523
	Iteration 12Q: 3 clusters Score -3898723 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -3899060.500000 Penalty: 3452.936523
	Iteration 13Q: 3 clusters Score -3899060 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -3899230.750000 Penalty: 3452.936523
	Iteration 14Q: 3 clusters Score -3899231 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -3899339.500000 Penalty: 3452.936523
	Iteration 15Q: 3 clusters Score -3899340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -3899393.000000 Penalty: 3452.936523
	Iteration 16Q: 3 clusters Score -3899393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -3899419.000000 Penalty: 3452.936523
	Iteration 17Q: 3 clusters Score -3899419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -3899445.500000 Penalty: 3452.936523
	Iteration 18Q: 3 clusters Score -3899446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -3899474.500000 Penalty: 3452.936523
	Iteration 19Q: 3 clusters Score -3899474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -3899506.500000 Penalty: 3452.936523
	Iteration 20F: 3 clusters Score -3899506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -3899527.000000 Penalty: 3452.936523
	Iteration 21Q: 3 clusters Score -3899527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -3899553.750000 Penalty: 3452.936523
	Iteration 22Q: 3 clusters Score -3899554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -3899559.250000 Penalty: 3452.936523
	Iteration 23Q: 3 clusters Score -3899559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -3899569.000000 Penalty: 3452.936523
	Iteration 24Q: 3 clusters Score -3899569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -3899583.000000 Penalty: 3452.936523
	Iteration 25Q: 3 clusters Score -3899583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -3899590.250000 Penalty: 3452.936523
	Iteration 26Q: 3 clusters Score -3899590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -3899596.000000 Penalty: 3452.936523
	Iteration 27Q: 3 clusters Score -3899596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -3899593.500000 Penalty: 3452.936523
	Iteration 28Q: 3 clusters Score -3899594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -3899594.000000 Penalty: 3452.936523
	Iteration 29Q: 3 clusters Score -3899594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -3899590.500000 Penalty: 3452.936523
	Iteration 30Q: 3 clusters Score -3899590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -3899588.500000 Penalty: 3452.936523
	Iteration 31Q: 3 clusters Score -3899588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -3899588.500000 Penalty: 3452.936523
	Iteration 32F: 3 clusters Score -3899588 nChanged 0
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: -38781.625000 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -38781.62 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 280 members 
Entering Unmasked Estep 
Score: -37755.417969 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -37755.42 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38016.699219 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -38016.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38141.820312 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -38141.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38202.816406 Penalty: 2040.519531
	Iteration 3Q: 3 clusters Score -38202.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38250.660156 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -38250.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38279.429688 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -38279.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38296.820312 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -38296.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38324.074219 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -38324.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38342.089844 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -38342.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38358.367188 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -38358.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38368.890625 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -38368.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38385.570312 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -38385.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38388.828125 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -38388.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38391.757812 Penalty: 2040.519531
	Iteration 13Q: 3 clusters Score -38391.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38392.179688 Penalty: 2040.519531
	Iteration 14Q: 3 clusters Score -38392.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38392.179688 Penalty: 2040.519531
	Iteration 15F: 3 clusters Score -38392.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Entering Unmasked Estep 
Score: -6317978.000000 Penalty: 1804.658203
	Iteration 0F: 2 clusters Score -6317978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6273486.000000 Penalty: 3609.316406
	Iteration 0F: 3 clusters Score -6273486 nChanged 31603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -6291325.500000 Penalty: 3609.316406
	Iteration 1F: 3 clusters Score -6291326 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -6291803.500000 Penalty: 3609.316406
	Iteration 2Q: 3 clusters Score -6291804 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -6292330.500000 Penalty: 3609.316406
	Iteration 3Q: 3 clusters Score -6292330 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -6292977.500000 Penalty: 3609.316406
	Iteration 4Q: 3 clusters Score -6292978 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -6293859.000000 Penalty: 3609.316406
	Iteration 5Q: 3 clusters Score -6293859 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -6295171.000000 Penalty: 3609.316406
	Iteration 6Q: 3 clusters Score -6295171 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -6297175.000000 Penalty: 3609.316406
	Iteration 7F: 3 clusters Score -6297175 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -6300173.000000 Penalty: 3609.316406
	Iteration 8F: 3 clusters Score -6300173 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -6304214.500000 Penalty: 3609.316406
	Iteration 9F: 3 clusters Score -6304214 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -6308363.500000 Penalty: 3609.316406
	Iteration 10F: 3 clusters Score -6308364 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -6311859.000000 Penalty: 3609.316406
	Iteration 11F: 3 clusters Score -6311859 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -6314142.000000 Penalty: 3609.316406
	Iteration 12Q: 3 clusters Score -6314142 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -6315290.000000 Penalty: 3609.316406
	Iteration 13Q: 3 clusters Score -6315290 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -6315833.000000 Penalty: 3609.316406
	Iteration 14Q: 3 clusters Score -6315833 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -6316105.500000 Penalty: 3609.316406
	Iteration 15Q: 3 clusters Score -6316106 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -6316218.000000 Penalty: 3609.316406
	Iteration 16Q: 3 clusters Score -6316218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -6316300.000000 Penalty: 3609.316406
	Iteration 17Q: 3 clusters Score -6316300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -6316338.500000 Penalty: 3609.316406
	Iteration 18Q: 3 clusters Score -6316338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -6316358.500000 Penalty: 3609.316406
	Iteration 19Q: 3 clusters Score -6316358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -6316377.500000 Penalty: 3609.316406
	Iteration 20F: 3 clusters Score -6316378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -6316386.500000 Penalty: 3609.316406
	Iteration 21Q: 3 clusters Score -6316386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -6316397.500000 Penalty: 3609.316406
	Iteration 22Q: 3 clusters Score -6316398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -6316400.500000 Penalty: 3609.316406
	Iteration 23Q: 3 clusters Score -6316400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -6316400.500000 Penalty: 3609.316406
	Iteration 24Q: 3 clusters Score -6316400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -6316414.500000 Penalty: 3609.316406
	Iteration 25Q: 3 clusters Score -6316414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -6316415.500000 Penalty: 3609.316406
	Iteration 26Q: 3 clusters Score -6316416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -6316420.500000 Penalty: 3609.316406
	Iteration 27Q: 3 clusters Score -6316420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -6316423.500000 Penalty: 3609.316406
	Iteration 28Q: 3 clusters Score -6316424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -6316425.000000 Penalty: 3609.316406
	Iteration 29Q: 3 clusters Score -6316425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -6316430.000000 Penalty: 3609.316406
	Iteration 30Q: 3 clusters Score -6316430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -6316430.000000 Penalty: 3609.316406
	Iteration 31Q: 3 clusters Score -6316430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -6316430.000000 Penalty: 3609.316406
	Iteration 32F: 3 clusters Score -6316430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -95713.281250 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -95713.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94198.609375 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -94198.61 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -94477.414062 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -94477.41 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94540.414062 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -94540.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94570.539062 Penalty: 2295.768799
	Iteration 3Q: 3 clusters Score -94570.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94596.734375 Penalty: 2295.768799
	Iteration 4Q: 3 clusters Score -94596.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94616.812500 Penalty: 2295.768799
	Iteration 5Q: 3 clusters Score -94616.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -94629.632812 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -94629.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94638.210938 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -94638.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94645.156250 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -94645.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94655.085938 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -94655.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -94664.023438 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -94664.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -94673.843750 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -94673.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -94683.429688 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -94683.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94690.937500 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -94690.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -94703.515625 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -94703.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94730.656250 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -94730.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94794.093750 Penalty: 2295.768799
	Iteration 16Q: 3 clusters Score -94794.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94918.937500 Penalty: 2295.768799
	Iteration 17Q: 3 clusters Score -94918.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95130.054688 Penalty: 2295.768799
	Iteration 18F: 3 clusters Score -95130.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95422.320312 Penalty: 2295.768799
	Iteration 19F: 3 clusters Score -95422.32 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95646.039062 Penalty: 2295.768799
	Iteration 20F: 3 clusters Score -95646.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95793.632812 Penalty: 2295.768799
	Iteration 21F: 3 clusters Score -95793.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95869.328125 Penalty: 2295.768799
	Iteration 22Q: 3 clusters Score -95869.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95894.796875 Penalty: 2295.768799
	Iteration 23Q: 3 clusters Score -95894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95903.031250 Penalty: 2295.768799
	Iteration 24Q: 3 clusters Score -95903.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95909.421875 Penalty: 2295.768799
	Iteration 25Q: 3 clusters Score -95909.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95913.867188 Penalty: 2295.768799
	Iteration 26Q: 3 clusters Score -95913.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95915.085938 Penalty: 2295.768799
	Iteration 27Q: 3 clusters Score -95915.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95915.085938 Penalty: 2295.768799
	Iteration 28F: 3 clusters Score -95915.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186086 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 190938 members 
Mstep: Class 20 contains 97855 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 434 members 
Entering Unmasked Estep 
Score: -66442680.000000 Penalty: 50438.820312
Splitting cluster 11 changes total score from -66443488.000000 to -66442680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Entering Unmasked Estep 
Score: -1010916.375000 Penalty: 1512.433838
	Iteration 0F: 2 clusters Score -1010916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1003076.000000 Penalty: 3024.867676
	Iteration 0F: 3 clusters Score -1003076 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1005665.187500 Penalty: 3024.867676
	Iteration 1F: 3 clusters Score -1005665 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1005909.562500 Penalty: 3024.867676
	Iteration 2F: 3 clusters Score -1005910 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1006084.562500 Penalty: 3024.867676
	Iteration 3Q: 3 clusters Score -1006085 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1006241.062500 Penalty: 3024.867676
	Iteration 4Q: 3 clusters Score -1006241 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1006416.062500 Penalty: 3024.867676
	Iteration 5Q: 3 clusters Score -1006416 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1006593.125000 Penalty: 3024.867676
	Iteration 6Q: 3 clusters Score -1006593 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1006779.437500 Penalty: 3024.867676
	Iteration 7Q: 3 clusters Score -1006779 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1007003.750000 Penalty: 3024.867676
	Iteration 8Q: 3 clusters Score -1007004 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1007283.000000 Penalty: 3024.867676
	Iteration 9Q: 3 clusters Score -1007283 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1007593.500000 Penalty: 3024.867676
	Iteration 10Q: 3 clusters Score -1007594 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1007941.375000 Penalty: 3024.867676
	Iteration 11Q: 3 clusters Score -1007941 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1008267.500000 Penalty: 3024.867676
	Iteration 12Q: 3 clusters Score -1008268 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1008543.062500 Penalty: 3024.867676
	Iteration 13Q: 3 clusters Score -1008543 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1008740.875000 Penalty: 3024.867676
	Iteration 14Q: 3 clusters Score -1008741 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1008878.750000 Penalty: 3024.867676
	Iteration 15Q: 3 clusters Score -1008879 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1008985.312500 Penalty: 3024.867676
	Iteration 16Q: 3 clusters Score -1008985 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1009047.812500 Penalty: 3024.867676
	Iteration 17Q: 3 clusters Score -1009048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1009103.187500 Penalty: 3024.867676
	Iteration 18Q: 3 clusters Score -1009103 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1009162.250000 Penalty: 3024.867676
	Iteration 19Q: 3 clusters Score -1009162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1009209.375000 Penalty: 3024.867676
	Iteration 20F: 3 clusters Score -1009209 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1009256.187500 Penalty: 3024.867676
	Iteration 21Q: 3 clusters Score -1009256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1009303.375000 Penalty: 3024.867676
	Iteration 22Q: 3 clusters Score -1009303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1009342.000000 Penalty: 3024.867676
	Iteration 23Q: 3 clusters Score -1009342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1009376.250000 Penalty: 3024.867676
	Iteration 24Q: 3 clusters Score -1009376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1009412.062500 Penalty: 3024.867676
	Iteration 25Q: 3 clusters Score -1009412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1009442.875000 Penalty: 3024.867676
	Iteration 26Q: 3 clusters Score -1009443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1009478.562500 Penalty: 3024.867676
	Iteration 27Q: 3 clusters Score -1009479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1009495.375000 Penalty: 3024.867676
	Iteration 28Q: 3 clusters Score -1009495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1009510.437500 Penalty: 3024.867676
	Iteration 29Q: 3 clusters Score -1009510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1009527.937500 Penalty: 3024.867676
	Iteration 30Q: 3 clusters Score -1009528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1009545.625000 Penalty: 3024.867676
	Iteration 31Q: 3 clusters Score -1009546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1009556.937500 Penalty: 3024.867676
	Iteration 32Q: 3 clusters Score -1009557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1009566.500000 Penalty: 3024.867676
	Iteration 33Q: 3 clusters Score -1009566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1009573.312500 Penalty: 3024.867676
	Iteration 34Q: 3 clusters Score -1009573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1009582.562500 Penalty: 3024.867676
	Iteration 35Q: 3 clusters Score -1009583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1009591.187500 Penalty: 3024.867676
	Iteration 36Q: 3 clusters Score -1009591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1009593.250000 Penalty: 3024.867676
	Iteration 37Q: 3 clusters Score -1009593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1009596.875000 Penalty: 3024.867676
	Iteration 38Q: 3 clusters Score -1009597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1009599.562500 Penalty: 3024.867676
	Iteration 39Q: 3 clusters Score -1009600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1009598.812500 Penalty: 3024.867676
	Iteration 40F: 3 clusters Score -1009599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1009601.312500 Penalty: 3024.867676
	Iteration 41Q: 3 clusters Score -1009601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1009602.000000 Penalty: 3024.867676
	Iteration 42Q: 3 clusters Score -1009602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1009604.437500 Penalty: 3024.867676
	Iteration 43Q: 3 clusters Score -1009604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1009604.375000 Penalty: 3024.867676
	Iteration 44Q: 3 clusters Score -1009604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1009606.562500 Penalty: 3024.867676
	Iteration 45Q: 3 clusters Score -1009607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1009606.187500 Penalty: 3024.867676
	Iteration 46Q: 3 clusters Score -1009606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1009608.937500 Penalty: 3024.867676
	Iteration 47Q: 3 clusters Score -1009609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1009613.875000 Penalty: 3024.867676
	Iteration 48Q: 3 clusters Score -1009614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1009614.187500 Penalty: 3024.867676
	Iteration 49Q: 3 clusters Score -1009614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1009614.187500 Penalty: 3024.867676
	Iteration 50F: 3 clusters Score -1009614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -136356.500000 Penalty: 1206.426880
	Iteration 0F: 2 clusters Score -136356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134505.421875 Penalty: 2412.853760
	Iteration 0F: 3 clusters Score -134505.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -134923.828125 Penalty: 2412.853760
	Iteration 1F: 3 clusters Score -134923.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -135044.531250 Penalty: 2412.853760
	Iteration 2F: 3 clusters Score -135044.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -135106.828125 Penalty: 2412.853760
	Iteration 3Q: 3 clusters Score -135106.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -135153.375000 Penalty: 2412.853760
	Iteration 4Q: 3 clusters Score -135153.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -135181.281250 Penalty: 2412.853760
	Iteration 5Q: 3 clusters Score -135181.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -135198.968750 Penalty: 2412.853760
	Iteration 6Q: 3 clusters Score -135199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -135216.281250 Penalty: 2412.853760
	Iteration 7Q: 3 clusters Score -135216.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -135229.953125 Penalty: 2412.853760
	Iteration 8Q: 3 clusters Score -135230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -135238.093750 Penalty: 2412.853760
	Iteration 9Q: 3 clusters Score -135238.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -135246.062500 Penalty: 2412.853760
	Iteration 10Q: 3 clusters Score -135246.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -135251.375000 Penalty: 2412.853760
	Iteration 11Q: 3 clusters Score -135251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -135254.078125 Penalty: 2412.853760
	Iteration 12Q: 3 clusters Score -135254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -135254.953125 Penalty: 2412.853760
	Iteration 13Q: 3 clusters Score -135255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -135255.718750 Penalty: 2412.853760
	Iteration 14Q: 3 clusters Score -135255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -135255.718750 Penalty: 2412.853760
	Iteration 15F: 3 clusters Score -135255.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186086 members 
Entering Unmasked Estep 
Score: -17359764.000000 Penalty: 1971.769287
	Iteration 0F: 2 clusters Score -1.735976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 92869 members 
Entering Unmasked Estep 
Score: -17241168.000000 Penalty: 3943.538574
	Iteration 0F: 3 clusters Score -1.724117e+07 nChanged 90231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -17295602.000000 Penalty: 3943.538574
	Iteration 1F: 3 clusters Score -1.72956e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -17297490.000000 Penalty: 3943.538574
	Iteration 2Q: 3 clusters Score -1.729749e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107574 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -17300072.000000 Penalty: 3943.538574
	Iteration 3Q: 3 clusters Score -1.730007e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -17304504.000000 Penalty: 3943.538574
	Iteration 4F: 3 clusters Score -1.73045e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -17311718.000000 Penalty: 3943.538574
	Iteration 5F: 3 clusters Score -1.731172e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -17322456.000000 Penalty: 3943.538574
	Iteration 6F: 3 clusters Score -1.732246e+07 nChanged 14559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -17335940.000000 Penalty: 3943.538574
	Iteration 7F: 3 clusters Score -1.733594e+07 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -17347496.000000 Penalty: 3943.538574
	Iteration 8F: 3 clusters Score -1.73475e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174320 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -17353988.000000 Penalty: 3943.538574
	Iteration 9Q: 3 clusters Score -1.735399e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179174 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -17356816.000000 Penalty: 3943.538574
	Iteration 10Q: 3 clusters Score -1.735682e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181682 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -17357948.000000 Penalty: 3943.538574
	Iteration 11Q: 3 clusters Score -1.735795e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182924 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -17358460.000000 Penalty: 3943.538574
	Iteration 12Q: 3 clusters Score -1.735846e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183664 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -17358794.000000 Penalty: 3943.538574
	Iteration 13Q: 3 clusters Score -1.735879e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184078 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -17358916.000000 Penalty: 3943.538574
	Iteration 14Q: 3 clusters Score -1.735892e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184312 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -17358886.000000 Penalty: 3943.538574
	Iteration 15Q: 3 clusters Score -1.735889e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184455 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -17358906.000000 Penalty: 3943.538574
	Iteration 16Q: 3 clusters Score -1.735891e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184551 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -17358948.000000 Penalty: 3943.538574
	Iteration 17Q: 3 clusters Score -1.735895e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184636 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -17358978.000000 Penalty: 3943.538574
	Iteration 18Q: 3 clusters Score -1.735898e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184704 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17359002.000000 Penalty: 3943.538574
	Iteration 19Q: 3 clusters Score -1.7359e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184738 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -17358996.000000 Penalty: 3943.538574
	Iteration 20F: 3 clusters Score -1.7359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184769 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17359036.000000 Penalty: 3943.538574
	Iteration 21Q: 3 clusters Score -1.735904e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184809 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -17359050.000000 Penalty: 3943.538574
	Iteration 22Q: 3 clusters Score -1.735905e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184840 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -17359080.000000 Penalty: 3943.538574
	Iteration 23Q: 3 clusters Score -1.735908e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184862 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17359078.000000 Penalty: 3943.538574
	Iteration 24Q: 3 clusters Score -1.735908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184878 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -17359066.000000 Penalty: 3943.538574
	Iteration 25Q: 3 clusters Score -1.735907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184895 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17359066.000000 Penalty: 3943.538574
	Iteration 26Q: 3 clusters Score -1.735907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184916 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -17359052.000000 Penalty: 3943.538574
	Iteration 27Q: 3 clusters Score -1.735905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184942 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17359046.000000 Penalty: 3943.538574
	Iteration 28Q: 3 clusters Score -1.735905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184955 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17359050.000000 Penalty: 3943.538574
	Iteration 29Q: 3 clusters Score -1.735905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184966 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -17359038.000000 Penalty: 3943.538574
	Iteration 30Q: 3 clusters Score -1.735904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184975 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17359048.000000 Penalty: 3943.538574
	Iteration 31Q: 3 clusters Score -1.735905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184983 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17359050.000000 Penalty: 3943.538574
	Iteration 32Q: 3 clusters Score -1.735905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17359056.000000 Penalty: 3943.538574
	Iteration 33Q: 3 clusters Score -1.735906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184996 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -17359050.000000 Penalty: 3943.538574
	Iteration 34Q: 3 clusters Score -1.735905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184999 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -17359058.000000 Penalty: 3943.538574
	Iteration 35Q: 3 clusters Score -1.735906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185002 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -17359060.000000 Penalty: 3943.538574
	Iteration 36Q: 3 clusters Score -1.735906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185003 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17359066.000000 Penalty: 3943.538574
	Iteration 37Q: 3 clusters Score -1.735907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185006 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -17359066.000000 Penalty: 3943.538574
	Iteration 38Q: 3 clusters Score -1.735907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185009 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -17359058.000000 Penalty: 3943.538574
	Iteration 39Q: 3 clusters Score -1.735906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185013 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -17359072.000000 Penalty: 3943.538574
	Iteration 40F: 3 clusters Score -1.735907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185018 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17359066.000000 Penalty: 3943.538574
	Iteration 41Q: 3 clusters Score -1.735907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185022 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17359068.000000 Penalty: 3943.538574
	Iteration 42Q: 3 clusters Score -1.735907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185025 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -17359066.000000 Penalty: 3943.538574
	Iteration 43Q: 3 clusters Score -1.735907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185028 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -17359068.000000 Penalty: 3943.538574
	Iteration 44Q: 3 clusters Score -1.735907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185029 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -17359070.000000 Penalty: 3943.538574
	Iteration 45Q: 3 clusters Score -1.735907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185033 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -17359074.000000 Penalty: 3943.538574
	Iteration 46Q: 3 clusters Score -1.735907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185034 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -17359070.000000 Penalty: 3943.538574
	Iteration 47Q: 3 clusters Score -1.735907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185038 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -17359064.000000 Penalty: 3943.538574
	Iteration 48Q: 3 clusters Score -1.735906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17359064.000000 Penalty: 3943.538574
	Iteration 49Q: 3 clusters Score -1.735906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17359064.000000 Penalty: 3943.538574
	Iteration 50F: 3 clusters Score -1.735906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Entering Unmasked Estep 
Score: -3914997.750000 Penalty: 1727.177856
	Iteration 0F: 2 clusters Score -3914998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3887499.750000 Penalty: 3454.355713
	Iteration 0F: 3 clusters Score -3887500 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3898041.250000 Penalty: 3454.355713
	Iteration 1F: 3 clusters Score -3898041 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3898438.000000 Penalty: 3454.355713
	Iteration 2Q: 3 clusters Score -3898438 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3898885.000000 Penalty: 3454.355713
	Iteration 3Q: 3 clusters Score -3898885 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3899382.250000 Penalty: 3454.355713
	Iteration 4Q: 3 clusters Score -3899382 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3900112.000000 Penalty: 3454.355713
	Iteration 5Q: 3 clusters Score -3900112 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3901111.250000 Penalty: 3454.355713
	Iteration 6Q: 3 clusters Score -3901111 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3902475.500000 Penalty: 3454.355713
	Iteration 7F: 3 clusters Score -3902476 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3904102.250000 Penalty: 3454.355713
	Iteration 8F: 3 clusters Score -3904102 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3905926.750000 Penalty: 3454.355713
	Iteration 9F: 3 clusters Score -3905927 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3907697.000000 Penalty: 3454.355713
	Iteration 10F: 3 clusters Score -3907697 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3908889.000000 Penalty: 3454.355713
	Iteration 11F: 3 clusters Score -3908889 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3909489.000000 Penalty: 3454.355713
	Iteration 12Q: 3 clusters Score -3909489 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3909752.000000 Penalty: 3454.355713
	Iteration 13Q: 3 clusters Score -3909752 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3909910.500000 Penalty: 3454.355713
	Iteration 14Q: 3 clusters Score -3909910 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3910058.000000 Penalty: 3454.355713
	Iteration 15Q: 3 clusters Score -3910058 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3910154.000000 Penalty: 3454.355713
	Iteration 16Q: 3 clusters Score -3910154 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3910250.500000 Penalty: 3454.355713
	Iteration 17Q: 3 clusters Score -3910250 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3910332.500000 Penalty: 3454.355713
	Iteration 18Q: 3 clusters Score -3910332 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3910415.000000 Penalty: 3454.355713
	Iteration 19Q: 3 clusters Score -3910415 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3910501.250000 Penalty: 3454.355713
	Iteration 20F: 3 clusters Score -3910501 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3910592.750000 Penalty: 3454.355713
	Iteration 21Q: 3 clusters Score -3910593 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3910653.750000 Penalty: 3454.355713
	Iteration 22Q: 3 clusters Score -3910654 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3910752.000000 Penalty: 3454.355713
	Iteration 23Q: 3 clusters Score -3910752 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3910836.250000 Penalty: 3454.355713
	Iteration 24Q: 3 clusters Score -3910836 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3910936.500000 Penalty: 3454.355713
	Iteration 25Q: 3 clusters Score -3910936 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3911012.500000 Penalty: 3454.355713
	Iteration 26Q: 3 clusters Score -3911012 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3911095.750000 Penalty: 3454.355713
	Iteration 27Q: 3 clusters Score -3911096 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3911169.750000 Penalty: 3454.355713
	Iteration 28Q: 3 clusters Score -3911170 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3911252.000000 Penalty: 3454.355713
	Iteration 29Q: 3 clusters Score -3911252 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3911316.250000 Penalty: 3454.355713
	Iteration 30Q: 3 clusters Score -3911316 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3911399.750000 Penalty: 3454.355713
	Iteration 31Q: 3 clusters Score -3911400 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3911483.250000 Penalty: 3454.355713
	Iteration 32Q: 3 clusters Score -3911483 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3911548.000000 Penalty: 3454.355713
	Iteration 33Q: 3 clusters Score -3911548 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3911630.250000 Penalty: 3454.355713
	Iteration 34Q: 3 clusters Score -3911630 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3911738.500000 Penalty: 3454.355713
	Iteration 35Q: 3 clusters Score -3911738 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3911813.000000 Penalty: 3454.355713
	Iteration 36Q: 3 clusters Score -3911813 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3911887.000000 Penalty: 3454.355713
	Iteration 37Q: 3 clusters Score -3911887 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -3911971.750000 Penalty: 3454.355713
	Iteration 38Q: 3 clusters Score -3911972 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3912062.750000 Penalty: 3454.355713
	Iteration 39Q: 3 clusters Score -3912063 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -3912115.250000 Penalty: 3454.355713
	Iteration 40F: 3 clusters Score -3912115 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -3912184.500000 Penalty: 3454.355713
	Iteration 41Q: 3 clusters Score -3912184 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -3912253.000000 Penalty: 3454.355713
	Iteration 42Q: 3 clusters Score -3912253 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -3912332.250000 Penalty: 3454.355713
	Iteration 43Q: 3 clusters Score -3912332 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -3912420.000000 Penalty: 3454.355713
	Iteration 44Q: 3 clusters Score -3912420 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -3912532.750000 Penalty: 3454.355713
	Iteration 45Q: 3 clusters Score -3912533 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3912613.250000 Penalty: 3454.355713
	Iteration 46Q: 3 clusters Score -3912613 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3912710.250000 Penalty: 3454.355713
	Iteration 47Q: 3 clusters Score -3912710 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -3912807.250000 Penalty: 3454.355713
	Iteration 48Q: 3 clusters Score -3912807 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -3912895.500000 Penalty: 3454.355713
	Iteration 49Q: 3 clusters Score -3912896 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -3912984.500000 Penalty: 3454.355713
	Iteration 50Q: 3 clusters Score -3912984 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3913074.500000 Penalty: 3454.355713
	Iteration 51Q: 3 clusters Score -3913074 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -3913125.250000 Penalty: 3454.355713
	Iteration 52Q: 3 clusters Score -3913125 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -3913192.000000 Penalty: 3454.355713
	Iteration 53Q: 3 clusters Score -3913192 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -3913252.250000 Penalty: 3454.355713
	Iteration 54Q: 3 clusters Score -3913252 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3913320.250000 Penalty: 3454.355713
	Iteration 55Q: 3 clusters Score -3913320 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -3913359.250000 Penalty: 3454.355713
	Iteration 56Q: 3 clusters Score -3913359 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -3913390.750000 Penalty: 3454.355713
	Iteration 57Q: 3 clusters Score -3913391 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -3913423.250000 Penalty: 3454.355713
	Iteration 58Q: 3 clusters Score -3913423 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -3913447.750000 Penalty: 3454.355713
	Iteration 59Q: 3 clusters Score -3913448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -3913461.500000 Penalty: 3454.355713
	Iteration 60F: 3 clusters Score -3913462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -3913491.750000 Penalty: 3454.355713
	Iteration 61Q: 3 clusters Score -3913492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -3913522.250000 Penalty: 3454.355713
	Iteration 62Q: 3 clusters Score -3913522 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -3913545.250000 Penalty: 3454.355713
	Iteration 63Q: 3 clusters Score -3913545 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -3913566.750000 Penalty: 3454.355713
	Iteration 64Q: 3 clusters Score -3913567 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -3913600.500000 Penalty: 3454.355713
	Iteration 65Q: 3 clusters Score -3913600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -3913619.500000 Penalty: 3454.355713
	Iteration 66Q: 3 clusters Score -3913620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -3913653.750000 Penalty: 3454.355713
	Iteration 67Q: 3 clusters Score -3913654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -3913673.500000 Penalty: 3454.355713
	Iteration 68Q: 3 clusters Score -3913674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -3913702.000000 Penalty: 3454.355713
	Iteration 69Q: 3 clusters Score -3913702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -3913738.500000 Penalty: 3454.355713
	Iteration 70Q: 3 clusters Score -3913738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -3913760.000000 Penalty: 3454.355713
	Iteration 71Q: 3 clusters Score -3913760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -3913788.500000 Penalty: 3454.355713
	Iteration 72Q: 3 clusters Score -3913788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -3913798.750000 Penalty: 3454.355713
	Iteration 73Q: 3 clusters Score -3913799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -3913803.000000 Penalty: 3454.355713
	Iteration 74Q: 3 clusters Score -3913803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -3913801.500000 Penalty: 3454.355713
	Iteration 75Q: 3 clusters Score -3913802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -3913816.250000 Penalty: 3454.355713
	Iteration 76Q: 3 clusters Score -3913816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -3913812.000000 Penalty: 3454.355713
	Iteration 77Q: 3 clusters Score -3913812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -3913805.500000 Penalty: 3454.355713
	Iteration 78Q: 3 clusters Score -3913806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -3913808.750000 Penalty: 3454.355713
	Iteration 79Q: 3 clusters Score -3913809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -3913807.500000 Penalty: 3454.355713
	Iteration 80F: 3 clusters Score -3913808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -3913812.500000 Penalty: 3454.355713
	Iteration 81Q: 3 clusters Score -3913812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -3913816.000000 Penalty: 3454.355713
	Iteration 82Q: 3 clusters Score -3913816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -3913818.750000 Penalty: 3454.355713
	Iteration 83Q: 3 clusters Score -3913819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -3913817.250000 Penalty: 3454.355713
	Iteration 84Q: 3 clusters Score -3913817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -3913817.500000 Penalty: 3454.355713
	Iteration 85Q: 3 clusters Score -3913818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -3913814.000000 Penalty: 3454.355713
	Iteration 86Q: 3 clusters Score -3913814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -3913820.500000 Penalty: 3454.355713
	Iteration 87Q: 3 clusters Score -3913820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -3913828.500000 Penalty: 3454.355713
	Iteration 88Q: 3 clusters Score -3913828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -3913832.000000 Penalty: 3454.355713
	Iteration 89Q: 3 clusters Score -3913832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -3913832.250000 Penalty: 3454.355713
	Iteration 90Q: 3 clusters Score -3913832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -3913834.250000 Penalty: 3454.355713
	Iteration 91Q: 3 clusters Score -3913834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -3913832.250000 Penalty: 3454.355713
	Iteration 92Q: 3 clusters Score -3913832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -3913832.000000 Penalty: 3454.355713
	Iteration 93Q: 3 clusters Score -3913832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -3913836.000000 Penalty: 3454.355713
	Iteration 94Q: 3 clusters Score -3913836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -3913833.000000 Penalty: 3454.355713
	Iteration 95Q: 3 clusters Score -3913833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -3913838.250000 Penalty: 3454.355713
	Iteration 96Q: 3 clusters Score -3913838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -3913838.250000 Penalty: 3454.355713
	Iteration 97Q: 3 clusters Score -3913838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -3913835.250000 Penalty: 3454.355713
	Iteration 98Q: 3 clusters Score -3913835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -3913837.750000 Penalty: 3454.355713
	Iteration 99Q: 3 clusters Score -3913838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -3913840.000000 Penalty: 3454.355713
	Iteration 100F: 3 clusters Score -3913840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -3913839.250000 Penalty: 3454.355713
	Iteration 101Q: 3 clusters Score -3913839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -3913839.250000 Penalty: 3454.355713
	Iteration 102F: 3 clusters Score -3913839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Entering Unmasked Estep 
Score: -833621.312500 Penalty: 1478.308594
	Iteration 0F: 2 clusters Score -833621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -827124.312500 Penalty: 2956.617188
	Iteration 0F: 3 clusters Score -827124.3 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -829305.875000 Penalty: 2956.617188
	Iteration 1F: 3 clusters Score -829305.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -829731.687500 Penalty: 2956.617188
	Iteration 2F: 3 clusters Score -829731.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -830171.562500 Penalty: 2956.617188
	Iteration 3F: 3 clusters Score -830171.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -830614.000000 Penalty: 2956.617188
	Iteration 4F: 3 clusters Score -830614 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -831038.250000 Penalty: 2956.617188
	Iteration 5F: 3 clusters Score -831038.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -831431.187500 Penalty: 2956.617188
	Iteration 6Q: 3 clusters Score -831431.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -831783.687500 Penalty: 2956.617188
	Iteration 7Q: 3 clusters Score -831783.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -832005.437500 Penalty: 2956.617188
	Iteration 8Q: 3 clusters Score -832005.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -832169.812500 Penalty: 2956.617188
	Iteration 9Q: 3 clusters Score -832169.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -832267.875000 Penalty: 2956.617188
	Iteration 10Q: 3 clusters Score -832267.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -832356.187500 Penalty: 2956.617188
	Iteration 11Q: 3 clusters Score -832356.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -832395.875000 Penalty: 2956.617188
	Iteration 12Q: 3 clusters Score -832395.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -832411.625000 Penalty: 2956.617188
	Iteration 13Q: 3 clusters Score -832411.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -832420.250000 Penalty: 2956.617188
	Iteration 14Q: 3 clusters Score -832420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -832430.500000 Penalty: 2956.617188
	Iteration 15Q: 3 clusters Score -832430.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -832439.000000 Penalty: 2956.617188
	Iteration 16Q: 3 clusters Score -832439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -832444.500000 Penalty: 2956.617188
	Iteration 17Q: 3 clusters Score -832444.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -832449.687500 Penalty: 2956.617188
	Iteration 18Q: 3 clusters Score -832449.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -832461.437500 Penalty: 2956.617188
	Iteration 19Q: 3 clusters Score -832461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -832477.562500 Penalty: 2956.617188
	Iteration 20F: 3 clusters Score -832477.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -832489.750000 Penalty: 2956.617188
	Iteration 21Q: 3 clusters Score -832489.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -832504.937500 Penalty: 2956.617188
	Iteration 22Q: 3 clusters Score -832504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -832507.562500 Penalty: 2956.617188
	Iteration 23Q: 3 clusters Score -832507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -832510.000000 Penalty: 2956.617188
	Iteration 24Q: 3 clusters Score -832510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -832510.187500 Penalty: 2956.617188
	Iteration 25Q: 3 clusters Score -832510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -832512.125000 Penalty: 2956.617188
	Iteration 26Q: 3 clusters Score -832512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -832513.125000 Penalty: 2956.617188
	Iteration 27Q: 3 clusters Score -832513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -832512.000000 Penalty: 2956.617188
	Iteration 28Q: 3 clusters Score -832512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -832512.000000 Penalty: 2956.617188
	Iteration 29F: 3 clusters Score -832512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Entering Unmasked Estep 
Score: -4716743.500000 Penalty: 1757.350464
	Iteration 0F: 2 clusters Score -4716744 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 24927 members 
Entering Unmasked Estep 
Score: -4683441.000000 Penalty: 3514.700928
	Iteration 0F: 3 clusters Score -4683441 nChanged 23202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4696340.000000 Penalty: 3514.700928
	Iteration 1F: 3 clusters Score -4696340 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -4696786.500000 Penalty: 3514.700928
	Iteration 2Q: 3 clusters Score -4696786 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -4697254.500000 Penalty: 3514.700928
	Iteration 3Q: 3 clusters Score -4697254 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -4697854.000000 Penalty: 3514.700928
	Iteration 4Q: 3 clusters Score -4697854 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4698660.000000 Penalty: 3514.700928
	Iteration 5Q: 3 clusters Score -4698660 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -4699756.000000 Penalty: 3514.700928
	Iteration 6Q: 3 clusters Score -4699756 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -4701310.000000 Penalty: 3514.700928
	Iteration 7Q: 3 clusters Score -4701310 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4703236.500000 Penalty: 3514.700928
	Iteration 8F: 3 clusters Score -4703236 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -4705273.000000 Penalty: 3514.700928
	Iteration 9F: 3 clusters Score -4705273 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4707170.500000 Penalty: 3514.700928
	Iteration 10F: 3 clusters Score -4707170 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4708685.500000 Penalty: 3514.700928
	Iteration 11Q: 3 clusters Score -4708686 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4709775.500000 Penalty: 3514.700928
	Iteration 12Q: 3 clusters Score -4709776 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -4710481.500000 Penalty: 3514.700928
	Iteration 13Q: 3 clusters Score -4710482 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -4711021.500000 Penalty: 3514.700928
	Iteration 14Q: 3 clusters Score -4711022 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4711315.000000 Penalty: 3514.700928
	Iteration 15Q: 3 clusters Score -4711315 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -4711512.000000 Penalty: 3514.700928
	Iteration 16Q: 3 clusters Score -4711512 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -4711687.500000 Penalty: 3514.700928
	Iteration 17Q: 3 clusters Score -4711688 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -4711880.500000 Penalty: 3514.700928
	Iteration 18Q: 3 clusters Score -4711880 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -4712023.000000 Penalty: 3514.700928
	Iteration 19Q: 3 clusters Score -4712023 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -4712201.000000 Penalty: 3514.700928
	Iteration 20F: 3 clusters Score -4712201 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -4712386.500000 Penalty: 3514.700928
	Iteration 21Q: 3 clusters Score -4712386 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -4712590.000000 Penalty: 3514.700928
	Iteration 22Q: 3 clusters Score -4712590 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -4712768.000000 Penalty: 3514.700928
	Iteration 23Q: 3 clusters Score -4712768 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -4712922.500000 Penalty: 3514.700928
	Iteration 24Q: 3 clusters Score -4712922 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -4713106.000000 Penalty: 3514.700928
	Iteration 25Q: 3 clusters Score -4713106 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -4713318.000000 Penalty: 3514.700928
	Iteration 26Q: 3 clusters Score -4713318 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -4713563.000000 Penalty: 3514.700928
	Iteration 27Q: 3 clusters Score -4713563 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -4713770.500000 Penalty: 3514.700928
	Iteration 28Q: 3 clusters Score -4713770 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -4713975.000000 Penalty: 3514.700928
	Iteration 29Q: 3 clusters Score -4713975 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -4714178.000000 Penalty: 3514.700928
	Iteration 30Q: 3 clusters Score -4714178 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -4714347.000000 Penalty: 3514.700928
	Iteration 31Q: 3 clusters Score -4714347 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -4714460.500000 Penalty: 3514.700928
	Iteration 32Q: 3 clusters Score -4714460 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -4714596.000000 Penalty: 3514.700928
	Iteration 33Q: 3 clusters Score -4714596 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -4714687.000000 Penalty: 3514.700928
	Iteration 34Q: 3 clusters Score -4714687 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -4714763.500000 Penalty: 3514.700928
	Iteration 35Q: 3 clusters Score -4714764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -4714820.000000 Penalty: 3514.700928
	Iteration 36Q: 3 clusters Score -4714820 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -4714890.000000 Penalty: 3514.700928
	Iteration 37Q: 3 clusters Score -4714890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -4714951.000000 Penalty: 3514.700928
	Iteration 38Q: 3 clusters Score -4714951 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -4714977.500000 Penalty: 3514.700928
	Iteration 39Q: 3 clusters Score -4714978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -4715014.000000 Penalty: 3514.700928
	Iteration 40F: 3 clusters Score -4715014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -4715057.500000 Penalty: 3514.700928
	Iteration 41Q: 3 clusters Score -4715058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -4715079.500000 Penalty: 3514.700928
	Iteration 42Q: 3 clusters Score -4715080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -4715102.500000 Penalty: 3514.700928
	Iteration 43Q: 3 clusters Score -4715102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -4715122.000000 Penalty: 3514.700928
	Iteration 44Q: 3 clusters Score -4715122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -4715145.000000 Penalty: 3514.700928
	Iteration 45Q: 3 clusters Score -4715145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -4715162.500000 Penalty: 3514.700928
	Iteration 46Q: 3 clusters Score -4715162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -4715166.000000 Penalty: 3514.700928
	Iteration 47Q: 3 clusters Score -4715166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -4715169.500000 Penalty: 3514.700928
	Iteration 48Q: 3 clusters Score -4715170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -4715180.500000 Penalty: 3514.700928
	Iteration 49Q: 3 clusters Score -4715180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -4715193.000000 Penalty: 3514.700928
	Iteration 50Q: 3 clusters Score -4715193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -4715198.500000 Penalty: 3514.700928
	Iteration 51Q: 3 clusters Score -4715198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -4715197.000000 Penalty: 3514.700928
	Iteration 52Q: 3 clusters Score -4715197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -4715198.500000 Penalty: 3514.700928
	Iteration 53Q: 3 clusters Score -4715198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -4715201.500000 Penalty: 3514.700928
	Iteration 54Q: 3 clusters Score -4715202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -4715211.500000 Penalty: 3514.700928
	Iteration 55Q: 3 clusters Score -4715212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -4715212.500000 Penalty: 3514.700928
	Iteration 56Q: 3 clusters Score -4715212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -4715213.500000 Penalty: 3514.700928
	Iteration 57Q: 3 clusters Score -4715214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -4715219.000000 Penalty: 3514.700928
	Iteration 58Q: 3 clusters Score -4715219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -4715219.500000 Penalty: 3514.700928
	Iteration 59Q: 3 clusters Score -4715220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -4715225.500000 Penalty: 3514.700928
	Iteration 60F: 3 clusters Score -4715226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -4715227.500000 Penalty: 3514.700928
	Iteration 61Q: 3 clusters Score -4715228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -4715227.000000 Penalty: 3514.700928
	Iteration 62Q: 3 clusters Score -4715227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -4715227.000000 Penalty: 3514.700928
	Iteration 63F: 3 clusters Score -4715227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -37789.832031 Penalty: 1019.342529
	Iteration 0F: 2 clusters Score -37789.83 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 261 members 
Entering Unmasked Estep 
Score: -36780.535156 Penalty: 2038.685059
	Iteration 0F: 3 clusters Score -36780.54 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37047.656250 Penalty: 2038.685059
	Iteration 1F: 3 clusters Score -37047.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37149.996094 Penalty: 2038.685059
	Iteration 2F: 3 clusters Score -37150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37199.691406 Penalty: 2038.685059
	Iteration 3Q: 3 clusters Score -37199.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37233.457031 Penalty: 2038.685059
	Iteration 4Q: 3 clusters Score -37233.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37279.472656 Penalty: 2038.685059
	Iteration 5Q: 3 clusters Score -37279.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37322.722656 Penalty: 2038.685059
	Iteration 6Q: 3 clusters Score -37322.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37345.550781 Penalty: 2038.685059
	Iteration 7Q: 3 clusters Score -37345.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37361.937500 Penalty: 2038.685059
	Iteration 8Q: 3 clusters Score -37361.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37384.683594 Penalty: 2038.685059
	Iteration 9Q: 3 clusters Score -37384.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37417.828125 Penalty: 2038.685059
	Iteration 10Q: 3 clusters Score -37417.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37445.816406 Penalty: 2038.685059
	Iteration 11Q: 3 clusters Score -37445.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37488.011719 Penalty: 2038.685059
	Iteration 12Q: 3 clusters Score -37488.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37518.406250 Penalty: 2038.685059
	Iteration 13Q: 3 clusters Score -37518.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37549.179688 Penalty: 2038.685059
	Iteration 14Q: 3 clusters Score -37549.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37577.203125 Penalty: 2038.685059
	Iteration 15Q: 3 clusters Score -37577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37585.523438 Penalty: 2038.685059
	Iteration 16Q: 3 clusters Score -37585.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37597.468750 Penalty: 2038.685059
	Iteration 17Q: 3 clusters Score -37597.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37603.691406 Penalty: 2038.685059
	Iteration 18Q: 3 clusters Score -37603.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37609.292969 Penalty: 2038.685059
	Iteration 19Q: 3 clusters Score -37609.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37621.593750 Penalty: 2038.685059
	Iteration 20F: 3 clusters Score -37621.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37658.921875 Penalty: 2038.685059
	Iteration 21Q: 3 clusters Score -37658.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37715.488281 Penalty: 2038.685059
	Iteration 22Q: 3 clusters Score -37715.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37739.035156 Penalty: 2038.685059
	Iteration 23Q: 3 clusters Score -37739.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37753.281250 Penalty: 2038.685059
	Iteration 24Q: 3 clusters Score -37753.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37773.597656 Penalty: 2038.685059
	Iteration 25Q: 3 clusters Score -37773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37778.195312 Penalty: 2038.685059
	Iteration 26Q: 3 clusters Score -37778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37783.003906 Penalty: 2038.685059
	Iteration 27Q: 3 clusters Score -37783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37784.128906 Penalty: 2038.685059
	Iteration 28F: 3 clusters Score -37784.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37788.187500 Penalty: 2038.685059
	Iteration 29Q: 3 clusters Score -37788.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37799.355469 Penalty: 2038.685059
	Iteration 30Q: 3 clusters Score -37799.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37808.972656 Penalty: 2038.685059
	Iteration 31Q: 3 clusters Score -37808.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37811.355469 Penalty: 2038.685059
	Iteration 32Q: 3 clusters Score -37811.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37811.355469 Penalty: 2038.685059
	Iteration 33F: 3 clusters Score -37811.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 41127 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 66542 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 186086 members 
Mstep: Class 15 contains 41307 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 49735 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 190938 members 
Mstep: Class 20 contains 97855 members 
Mstep: Class 21 contains 116 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 240 members 
Entering Unmasked Estep 
Score: -66442288.000000 Penalty: 50438.820312
Splitting cluster 18 changes total score from -66443488.000000 to -66442288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (190938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190938 members 
Entering Unmasked Estep 
Score: -17788912.000000 Penalty: 1975.951904
	Iteration 0F: 2 clusters Score -1.778891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 95272 members 
Entering Unmasked Estep 
Score: -17665016.000000 Penalty: 3951.903809
	Iteration 0F: 3 clusters Score -1.766502e+07 nChanged 92644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -17719832.000000 Penalty: 3951.903809
	Iteration 1F: 3 clusters Score -1.771983e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -17721610.000000 Penalty: 3951.903809
	Iteration 2Q: 3 clusters Score -1.772161e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -17724562.000000 Penalty: 3951.903809
	Iteration 3Q: 3 clusters Score -1.772456e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118131 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -17729514.000000 Penalty: 3951.903809
	Iteration 4F: 3 clusters Score -1.772951e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129279 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -17737764.000000 Penalty: 3951.903809
	Iteration 5F: 3 clusters Score -1.773776e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142616 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -17749268.000000 Penalty: 3951.903809
	Iteration 6F: 3 clusters Score -1.774927e+07 nChanged 15574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155308 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -17763230.000000 Penalty: 3951.903809
	Iteration 7F: 3 clusters Score -1.776323e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -17774076.000000 Penalty: 3951.903809
	Iteration 8F: 3 clusters Score -1.777408e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172902 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -17780850.000000 Penalty: 3951.903809
	Iteration 9Q: 3 clusters Score -1.778085e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178214 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -17784648.000000 Penalty: 3951.903809
	Iteration 10Q: 3 clusters Score -1.778465e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181595 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -17786546.000000 Penalty: 3951.903809
	Iteration 11Q: 3 clusters Score -1.778655e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183660 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -17787546.000000 Penalty: 3951.903809
	Iteration 12Q: 3 clusters Score -1.778755e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185012 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -17787918.000000 Penalty: 3951.903809
	Iteration 13Q: 3 clusters Score -1.778792e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185975 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -17787988.000000 Penalty: 3951.903809
	Iteration 14Q: 3 clusters Score -1.778799e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186761 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -17788038.000000 Penalty: 3951.903809
	Iteration 15Q: 3 clusters Score -1.778804e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187462 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -17787850.000000 Penalty: 3951.903809
	Iteration 16Q: 3 clusters Score -1.778785e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188060 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -17787792.000000 Penalty: 3951.903809
	Iteration 17Q: 3 clusters Score -1.778779e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188581 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -17787652.000000 Penalty: 3951.903809
	Iteration 18Q: 3 clusters Score -1.778765e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188993 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -17787616.000000 Penalty: 3951.903809
	Iteration 19Q: 3 clusters Score -1.778762e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189314 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -17787630.000000 Penalty: 3951.903809
	Iteration 20F: 3 clusters Score -1.778763e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189557 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -17787632.000000 Penalty: 3951.903809
	Iteration 21Q: 3 clusters Score -1.778763e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189741 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -17787616.000000 Penalty: 3951.903809
	Iteration 22Q: 3 clusters Score -1.778762e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189889 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17787558.000000 Penalty: 3951.903809
	Iteration 23Q: 3 clusters Score -1.778756e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190003 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -17787580.000000 Penalty: 3951.903809
	Iteration 24Q: 3 clusters Score -1.778758e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190093 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17787570.000000 Penalty: 3951.903809
	Iteration 25Q: 3 clusters Score -1.778757e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190166 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17787582.000000 Penalty: 3951.903809
	Iteration 26Q: 3 clusters Score -1.778758e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190220 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -17787574.000000 Penalty: 3951.903809
	Iteration 27Q: 3 clusters Score -1.778757e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190268 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -17787564.000000 Penalty: 3951.903809
	Iteration 28Q: 3 clusters Score -1.778756e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190316 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -17787574.000000 Penalty: 3951.903809
	Iteration 29Q: 3 clusters Score -1.778757e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190353 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -17787572.000000 Penalty: 3951.903809
	Iteration 30Q: 3 clusters Score -1.778757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190377 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17787554.000000 Penalty: 3951.903809
	Iteration 31Q: 3 clusters Score -1.778755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190393 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -17787568.000000 Penalty: 3951.903809
	Iteration 32Q: 3 clusters Score -1.778757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190411 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -17787562.000000 Penalty: 3951.903809
	Iteration 33Q: 3 clusters Score -1.778756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -17787548.000000 Penalty: 3951.903809
	Iteration 34Q: 3 clusters Score -1.778755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190440 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -17787556.000000 Penalty: 3951.903809
	Iteration 35Q: 3 clusters Score -1.778756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190450 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -17787546.000000 Penalty: 3951.903809
	Iteration 36Q: 3 clusters Score -1.778755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -17787556.000000 Penalty: 3951.903809
	Iteration 37Q: 3 clusters Score -1.778756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190462 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17787548.000000 Penalty: 3951.903809
	Iteration 38Q: 3 clusters Score -1.778755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190463 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17787546.000000 Penalty: 3951.903809
	Iteration 39Q: 3 clusters Score -1.778755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190463 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17787546.000000 Penalty: 3951.903809
	Iteration 40F: 3 clusters Score -1.778755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Entering Unmasked Estep 
Score: -9288833.000000 Penalty: 1867.326904
	Iteration 0F: 2 clusters Score -9288833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -9223366.000000 Penalty: 3734.653809
	Iteration 0F: 3 clusters Score -9223366 nChanged 46796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -9250932.000000 Penalty: 3734.653809
	Iteration 1F: 3 clusters Score -9250932 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -9252413.000000 Penalty: 3734.653809
	Iteration 2Q: 3 clusters Score -9252413 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -9254973.000000 Penalty: 3734.653809
	Iteration 3F: 3 clusters Score -9254973 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -9259800.000000 Penalty: 3734.653809
	Iteration 4F: 3 clusters Score -9259800 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -9267162.000000 Penalty: 3734.653809
	Iteration 5F: 3 clusters Score -9267162 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -9275535.000000 Penalty: 3734.653809
	Iteration 6F: 3 clusters Score -9275535 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -9281676.000000 Penalty: 3734.653809
	Iteration 7F: 3 clusters Score -9281676 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -9284888.000000 Penalty: 3734.653809
	Iteration 8Q: 3 clusters Score -9284888 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -9286345.000000 Penalty: 3734.653809
	Iteration 9Q: 3 clusters Score -9286345 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9286937.000000 Penalty: 3734.653809
	Iteration 10Q: 3 clusters Score -9286937 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9287190.000000 Penalty: 3734.653809
	Iteration 11Q: 3 clusters Score -9287190 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9287286.000000 Penalty: 3734.653809
	Iteration 12Q: 3 clusters Score -9287286 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95504 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9287356.000000 Penalty: 3734.653809
	Iteration 13Q: 3 clusters Score -9287356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9287385.000000 Penalty: 3734.653809
	Iteration 14Q: 3 clusters Score -9287385 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9287416.000000 Penalty: 3734.653809
	Iteration 15Q: 3 clusters Score -9287416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9287440.000000 Penalty: 3734.653809
	Iteration 16Q: 3 clusters Score -9287440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9287426.000000 Penalty: 3734.653809
	Iteration 17Q: 3 clusters Score -9287426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9287452.000000 Penalty: 3734.653809
	Iteration 18Q: 3 clusters Score -9287452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9287488.000000 Penalty: 3734.653809
	Iteration 19Q: 3 clusters Score -9287488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95932 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9287493.000000 Penalty: 3734.653809
	Iteration 20F: 3 clusters Score -9287493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9287513.000000 Penalty: 3734.653809
	Iteration 21Q: 3 clusters Score -9287513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9287519.000000 Penalty: 3734.653809
	Iteration 22Q: 3 clusters Score -9287519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9287515.000000 Penalty: 3734.653809
	Iteration 23Q: 3 clusters Score -9287515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9287517.000000 Penalty: 3734.653809
	Iteration 24Q: 3 clusters Score -9287517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9287518.000000 Penalty: 3734.653809
	Iteration 25Q: 3 clusters Score -9287518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9287529.000000 Penalty: 3734.653809
	Iteration 26Q: 3 clusters Score -9287529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9287517.000000 Penalty: 3734.653809
	Iteration 27Q: 3 clusters Score -9287517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9287529.000000 Penalty: 3734.653809
	Iteration 28Q: 3 clusters Score -9287529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9287526.000000 Penalty: 3734.653809
	Iteration 29Q: 3 clusters Score -9287526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9287533.000000 Penalty: 3734.653809
	Iteration 30Q: 3 clusters Score -9287533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9287535.000000 Penalty: 3734.653809
	Iteration 31Q: 3 clusters Score -9287535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9287541.000000 Penalty: 3734.653809
	Iteration 32Q: 3 clusters Score -9287541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9287543.000000 Penalty: 3734.653809
	Iteration 33Q: 3 clusters Score -9287543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9287550.000000 Penalty: 3734.653809
	Iteration 34Q: 3 clusters Score -9287550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9287539.000000 Penalty: 3734.653809
	Iteration 35Q: 3 clusters Score -9287539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9287539.000000 Penalty: 3734.653809
	Iteration 36F: 3 clusters Score -9287539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -8124.375977 Penalty: 772.458374
	Iteration 0F: 2 clusters Score -8124.376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7503.532227 Penalty: 1544.916748
	Iteration 0F: 3 clusters Score -7503.532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7536.753418 Penalty: 1544.916748
	Iteration 1Q: 3 clusters Score -7536.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7542.816406 Penalty: 1544.916748
	Iteration 2Q: 3 clusters Score -7542.816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7542.816406 Penalty: 1544.916748
	Iteration 3F: 3 clusters Score -7542.816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -65314.843750 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -65314.84 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 369 members 
Entering Unmasked Estep 
Score: -64048.800781 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -64048.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64235.195312 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -64235.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64285.097656 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -64285.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64303.605469 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -64303.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64320.988281 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -64320.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64330.804688 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -64330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64334.394531 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -64334.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64342.382812 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -64342.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64350.761719 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -64350.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64360.066406 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -64360.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64361.503906 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -64361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64361.503906 Penalty: 2159.231689
	Iteration 11F: 3 clusters Score -64361.5 nChanged 0
--- Evaluating fit on full set of 2178069 points ---
Entering Unmasked Estep 
Score: -200628976.000000 Penalty: 52173.367188
22->23 Clusters: Score -200628976.000000, best is -200673248.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 726023 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 32950 members 
Mstep: Class 3 contains 32686 members 
Mstep: Class 4 contains 32789 members 
Mstep: Class 5 contains 33073 members 
Mstep: Class 6 contains 33028 members 
Mstep: Class 7 contains 32972 members 
Mstep: Class 8 contains 33210 members 
Mstep: Class 9 contains 32802 members 
Mstep: Class 10 contains 33332 members 
Mstep: Class 11 contains 33229 members 
Mstep: Class 12 contains 33230 members 
Mstep: Class 13 contains 33327 members 
Mstep: Class 14 contains 32807 members 
Mstep: Class 15 contains 33322 members 
Mstep: Class 16 contains 33105 members 
Mstep: Class 17 contains 33135 members 
Mstep: Class 18 contains 32618 members 
Mstep: Class 19 contains 33023 members 
Mstep: Class 20 contains 32856 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 33030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2138.830566 but Gain 2192.992188
Score: -63767144.000000 Penalty: 46052.835938
Iteration 0F: 22 clusters Score -6.376714e+07 nChanged 692175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1776 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 11142 members 
Mstep: Class 3 contains 21639 members 
Mstep: Class 4 contains 25874 members 
Mstep: Class 5 contains 78213 members 
Mstep: Class 6 contains 20679 members 
Mstep: Class 7 contains 17353 members 
Mstep: Class 8 contains 39496 members 
Mstep: Class 10 contains 13450 members 
Mstep: Class 11 contains 14337 members 
Mstep: Class 12 contains 21119 members 
Mstep: Class 13 contains 12059 members 
Mstep: Class 14 contains 41059 members 
Mstep: Class 15 contains 19085 members 
Mstep: Class 16 contains 111850 members 
Mstep: Class 17 contains 43040 members 
Mstep: Class 18 contains 12666 members 
Mstep: Class 19 contains 10200 members 
Mstep: Class 20 contains 19599 members 
Mstep: Class 21 contains 41580 members 
Mstep: Class 22 contains 61121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65376916.000000 Penalty: 46052.835938
Iteration 1F: 22 clusters Score -6.537692e+07 nChanged 227005
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 106158 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 25696 members 
Mstep: Class 4 contains 20684 members 
Mstep: Class 5 contains 95293 members 
Mstep: Class 6 contains 12233 members 
Mstep: Class 7 contains 10230 members 
Mstep: Class 8 contains 46392 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 8753 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 42139 members 
Mstep: Class 15 contains 15129 members 
Mstep: Class 16 contains 140260 members 
Mstep: Class 17 contains 40587 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11297 members 
Mstep: Class 21 contains 30110 members 
Mstep: Class 22 contains 64440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65703228.000000 Penalty: 46052.835938
Iteration 2F: 22 clusters Score -6.570323e+07 nChanged 150293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1321 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 32719 members 
Mstep: Class 4 contains 16267 members 
Mstep: Class 5 contains 99773 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 6911 members 
Mstep: Class 8 contains 47426 members 
Mstep: Class 10 contains 5391 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 11600 members 
Mstep: Class 13 contains 9928 members 
Mstep: Class 14 contains 40045 members 
Mstep: Class 15 contains 10519 members 
Mstep: Class 16 contains 168987 members 
Mstep: Class 17 contains 36931 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 22069 members 
Mstep: Class 22 contains 63235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65875332.000000 Penalty: 46052.835938
Iteration 3F: 22 clusters Score -6.587533e+07 nChanged 121680
Entering Unmasked Mstep 
Mstep: Class 0 contains 938 members 
Mstep: Class 1 contains 130338 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 38329 members 
Mstep: Class 4 contains 12245 members 
Mstep: Class 5 contains 97464 members 
Mstep: Class 6 contains 4698 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 43815 members 
Mstep: Class 10 contains 3478 members 
Mstep: Class 11 contains 3485 members 
Mstep: Class 12 contains 9037 members 
Mstep: Class 13 contains 10805 members 
Mstep: Class 14 contains 34959 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 204044 members 
Mstep: Class 17 contains 33030 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 3587 members 
Mstep: Class 21 contains 15332 members 
Mstep: Class 22 contains 58591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66003724.000000 Penalty: 46052.835938
Iteration 4F: 22 clusters Score -6.600372e+07 nChanged 106578
Entering Unmasked Mstep 
Mstep: Class 0 contains 605 members 
Mstep: Class 1 contains 142180 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 41143 members 
Mstep: Class 4 contains 8978 members 
Mstep: Class 5 contains 90144 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 37117 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6848 members 
Mstep: Class 13 contains 11241 members 
Mstep: Class 14 contains 27830 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 241174 members 
Mstep: Class 17 contains 30574 members 
Mstep: Class 18 contains 4211 members 
Mstep: Class 19 contains 2340 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 51749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1840.548706 but Gain 2192.992188
Score: -66092956.000000 Penalty: 43859.843750
Iteration 5F: 21 clusters Score -6.609296e+07 nChanged 95933
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 156406 members 
Mstep: Class 2 contains 1967 members 
Mstep: Class 3 contains 41991 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 79993 members 
Mstep: Class 6 contains 1812 members 
Mstep: Class 7 contains 3427 members 
Mstep: Class 8 contains 29105 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 1835 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 11340 members 
Mstep: Class 14 contains 20353 members 
Mstep: Class 15 contains 3201 members 
Mstep: Class 16 contains 273638 members 
Mstep: Class 17 contains 30312 members 
Mstep: Class 18 contains 3573 members 
Mstep: Class 19 contains 2419 members 
Mstep: Class 21 contains 6212 members 
Mstep: Class 22 contains 44781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1631.304565 but Gain 2192.992188
Score: -66170572.000000 Penalty: 41666.851562
Iteration 6F: 20 clusters Score -6.617057e+07 nChanged 84475
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 174494 members 
Mstep: Class 2 contains 1980 members 
Mstep: Class 3 contains 41491 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 68729 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 21463 members 
Mstep: Class 11 contains 1528 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 11533 members 
Mstep: Class 14 contains 13831 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 16 contains 293648 members 
Mstep: Class 17 contains 32735 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 21 contains 3679 members 
Mstep: Class 22 contains 39433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1243.448730 but Gain 2192.992188
Score: -66232696.000000 Penalty: 39473.859375
Iteration 7F: 19 clusters Score -6.62327e+07 nChanged 71565
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 196170 members 
Mstep: Class 2 contains 1976 members 
Mstep: Class 3 contains 40823 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 58146 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 15667 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 11773 members 
Mstep: Class 14 contains 9161 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 298757 members 
Mstep: Class 17 contains 36312 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 36675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1797.253418 but Gain 2192.992188
Score: -66282240.000000 Penalty: 37280.867188
Iteration 8F: 18 clusters Score -6.628224e+07 nChanged 58424
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 217895 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 40447 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 49231 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 11920 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 13 contains 11992 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 294880 members 
Mstep: Class 17 contains 39665 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 36474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1861.357788 but Gain 2192.992188
Score: -66306972.000000 Penalty: 35087.875000
Iteration 9F: 17 clusters Score -6.630697e+07 nChanged 47335
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 239082 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 39688 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 43778 members 
Mstep: Class 7 contains 3939 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 13 contains 12338 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 281165 members 
Mstep: Class 17 contains 42922 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2318 members 
Mstep: Class 21 contains 1275 members 
Mstep: Class 22 contains 38059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1836.539673 but Gain 2192.992188
Score: -66328772.000000 Penalty: 32894.882812
Iteration 10F: 16 clusters Score -6.632877e+07 nChanged 40064
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 258510 members 
Mstep: Class 2 contains 1942 members 
Mstep: Class 3 contains 39226 members 
Mstep: Class 5 contains 40240 members 
Mstep: Class 7 contains 3897 members 
Mstep: Class 8 contains 8825 members 
Mstep: Class 13 contains 12709 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 264549 members 
Mstep: Class 17 contains 46064 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 40764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2192.168945 but Gain 2192.992188
Score: -66346760.000000 Penalty: 30701.890625
Iteration 11F: 15 clusters Score -6.634676e+07 nChanged 34670
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 275865 members 
Mstep: Class 2 contains 1892 members 
Mstep: Class 3 contains 38883 members 
Mstep: Class 5 contains 38071 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 8366 members 
Mstep: Class 13 contains 13026 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 16 contains 246983 members 
Mstep: Class 17 contains 48753 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 43250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66363448.000000 Penalty: 30701.890625
Iteration 12Q: 15 clusters Score -6.636345e+07 nChanged 29561
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 291248 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 38650 members 
Mstep: Class 5 contains 36762 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 13 contains 13271 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 16 contains 229715 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 45044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66377112.000000 Penalty: 30701.890625
Iteration 13Q: 15 clusters Score -6.637711e+07 nChanged 25899
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 304834 members 
Mstep: Class 2 contains 1833 members 
Mstep: Class 3 contains 38487 members 
Mstep: Class 5 contains 35859 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 8259 members 
Mstep: Class 13 contains 13491 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 16 contains 214089 members 
Mstep: Class 17 contains 52990 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 1190 members 
Mstep: Class 22 contains 46368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2121.884277 but Gain 2192.992188
Score: -66383060.000000 Penalty: 28508.898438
Iteration 14Q: 14 clusters Score -6.638306e+07 nChanged 22126
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 313619 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 38122 members 
Mstep: Class 5 contains 35943 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 8627 members 
Mstep: Class 13 contains 13657 members 
Mstep: Class 16 contains 203987 members 
Mstep: Class 17 contains 54670 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 47730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66384504.000000 Penalty: 28508.898438
Iteration 15Q: 14 clusters Score -6.63845e+07 nChanged 16778
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 315751 members 
Mstep: Class 2 contains 1793 members 
Mstep: Class 3 contains 37647 members 
Mstep: Class 5 contains 36752 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 13 contains 13791 members 
Mstep: Class 16 contains 198309 members 
Mstep: Class 17 contains 56325 members 
Mstep: Class 18 contains 747 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 48740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66386620.000000 Penalty: 28508.898438
Iteration 16Q: 14 clusters Score -6.638662e+07 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 315699 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 37194 members 
Mstep: Class 5 contains 38009 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 16 contains 194229 members 
Mstep: Class 17 contains 57851 members 
Mstep: Class 18 contains 732 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 21 contains 1144 members 
Mstep: Class 22 contains 49732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66390332.000000 Penalty: 28508.898438
Iteration 17Q: 14 clusters Score -6.639033e+07 nChanged 13588
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 314456 members 
Mstep: Class 2 contains 1747 members 
Mstep: Class 3 contains 36768 members 
Mstep: Class 5 contains 39497 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 10961 members 
Mstep: Class 13 contains 13991 members 
Mstep: Class 16 contains 191195 members 
Mstep: Class 17 contains 59208 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 50511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66395472.000000 Penalty: 28508.898438
Iteration 18Q: 14 clusters Score -6.639547e+07 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 312559 members 
Mstep: Class 2 contains 1722 members 
Mstep: Class 3 contains 36423 members 
Mstep: Class 5 contains 41131 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 12395 members 
Mstep: Class 13 contains 14040 members 
Mstep: Class 16 contains 188527 members 
Mstep: Class 17 contains 60396 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 51150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66402196.000000 Penalty: 28508.898438
Iteration 19Q: 14 clusters Score -6.64022e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 310859 members 
Mstep: Class 2 contains 1705 members 
Mstep: Class 3 contains 36117 members 
Mstep: Class 5 contains 42697 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 14068 members 
Mstep: Class 13 contains 14032 members 
Mstep: Class 16 contains 185920 members 
Mstep: Class 17 contains 61384 members 
Mstep: Class 18 contains 713 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 51559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66410024.000000 Penalty: 28508.898438
Iteration 20F: 14 clusters Score -6.641002e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 309232 members 
Mstep: Class 2 contains 1686 members 
Mstep: Class 3 contains 35817 members 
Mstep: Class 5 contains 44221 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 15909 members 
Mstep: Class 13 contains 13990 members 
Mstep: Class 16 contains 183466 members 
Mstep: Class 17 contains 62085 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 51907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66418244.000000 Penalty: 28508.898438
Iteration 21Q: 14 clusters Score -6.641824e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 307964 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 35549 members 
Mstep: Class 5 contains 45653 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 17801 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 16 contains 181111 members 
Mstep: Class 17 contains 62587 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 52132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66423416.000000 Penalty: 28508.898438
Iteration 22Q: 14 clusters Score -6.642342e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 307080 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 3 contains 35354 members 
Mstep: Class 5 contains 47015 members 
Mstep: Class 7 contains 3823 members 
Mstep: Class 8 contains 19636 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 16 contains 178759 members 
Mstep: Class 17 contains 62864 members 
Mstep: Class 18 contains 699 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 52241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66427436.000000 Penalty: 28508.898438
Iteration 23Q: 14 clusters Score -6.642744e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 306106 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 35147 members 
Mstep: Class 5 contains 48293 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 21428 members 
Mstep: Class 13 contains 13667 members 
Mstep: Class 16 contains 176817 members 
Mstep: Class 17 contains 63068 members 
Mstep: Class 18 contains 685 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 52269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66431116.000000 Penalty: 28508.898438
Iteration 24Q: 14 clusters Score -6.643112e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 305247 members 
Mstep: Class 2 contains 1594 members 
Mstep: Class 3 contains 34983 members 
Mstep: Class 5 contains 49332 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 23176 members 
Mstep: Class 13 contains 13485 members 
Mstep: Class 16 contains 175158 members 
Mstep: Class 17 contains 63157 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 52273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66434904.000000 Penalty: 28508.898438
Iteration 25Q: 14 clusters Score -6.64349e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 304650 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 34860 members 
Mstep: Class 5 contains 50184 members 
Mstep: Class 7 contains 3900 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 13 contains 13276 members 
Mstep: Class 16 contains 173699 members 
Mstep: Class 17 contains 63120 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 52193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66437660.000000 Penalty: 28508.898438
Iteration 26Q: 14 clusters Score -6.643766e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 304210 members 
Mstep: Class 2 contains 1541 members 
Mstep: Class 3 contains 34720 members 
Mstep: Class 5 contains 50875 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 26410 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 16 contains 172508 members 
Mstep: Class 17 contains 63010 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 52032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440068.000000 Penalty: 28508.898438
Iteration 27Q: 14 clusters Score -6.644007e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 303704 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 34610 members 
Mstep: Class 5 contains 51493 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 27843 members 
Mstep: Class 13 contains 12839 members 
Mstep: Class 16 contains 171626 members 
Mstep: Class 17 contains 62880 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 51841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442092.000000 Penalty: 28508.898438
Iteration 28Q: 14 clusters Score -6.644209e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 303264 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 3 contains 34529 members 
Mstep: Class 5 contains 52040 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 29129 members 
Mstep: Class 13 contains 12613 members 
Mstep: Class 16 contains 170861 members 
Mstep: Class 17 contains 62767 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 51628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443592.000000 Penalty: 28508.898438
Iteration 29Q: 14 clusters Score -6.644359e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302823 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 34447 members 
Mstep: Class 5 contains 52533 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 30209 members 
Mstep: Class 13 contains 12390 members 
Mstep: Class 16 contains 170380 members 
Mstep: Class 17 contains 62607 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 51436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66445360.000000 Penalty: 28508.898438
Iteration 30Q: 14 clusters Score -6.644536e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302567 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 34401 members 
Mstep: Class 5 contains 52934 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 31142 members 
Mstep: Class 13 contains 12186 members 
Mstep: Class 16 contains 169944 members 
Mstep: Class 17 contains 62437 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 51218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446728.000000 Penalty: 28508.898438
Iteration 31Q: 14 clusters Score -6.644673e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302501 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 34347 members 
Mstep: Class 5 contains 53286 members 
Mstep: Class 7 contains 4025 members 
Mstep: Class 8 contains 31967 members 
Mstep: Class 13 contains 11965 members 
Mstep: Class 16 contains 169505 members 
Mstep: Class 17 contains 62251 members 
Mstep: Class 18 contains 632 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 51004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448040.000000 Penalty: 28508.898438
Iteration 32Q: 14 clusters Score -6.644804e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302479 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 34288 members 
Mstep: Class 5 contains 53587 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 32678 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 16 contains 169169 members 
Mstep: Class 17 contains 62073 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 50790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449204.000000 Penalty: 28508.898438
Iteration 33Q: 14 clusters Score -6.64492e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302515 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 34231 members 
Mstep: Class 5 contains 53823 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 33273 members 
Mstep: Class 13 contains 11602 members 
Mstep: Class 16 contains 168853 members 
Mstep: Class 17 contains 61920 members 
Mstep: Class 18 contains 630 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 50602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449704.000000 Penalty: 28508.898438
Iteration 34Q: 14 clusters Score -6.64497e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302456 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 34202 members 
Mstep: Class 5 contains 54071 members 
Mstep: Class 7 contains 4057 members 
Mstep: Class 8 contains 33760 members 
Mstep: Class 13 contains 11467 members 
Mstep: Class 16 contains 168645 members 
Mstep: Class 17 contains 61759 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 50449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450220.000000 Penalty: 28508.898438
Iteration 35Q: 14 clusters Score -6.645022e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302439 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 34167 members 
Mstep: Class 5 contains 54286 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 34148 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 16 contains 168494 members 
Mstep: Class 17 contains 61632 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 50294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450704.000000 Penalty: 28508.898438
Iteration 36Q: 14 clusters Score -6.64507e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302454 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 34116 members 
Mstep: Class 5 contains 54474 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 34474 members 
Mstep: Class 13 contains 11256 members 
Mstep: Class 16 contains 168346 members 
Mstep: Class 17 contains 61509 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 50167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66451448.000000 Penalty: 28508.898438
Iteration 37Q: 14 clusters Score -6.645145e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 302415 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 34074 members 
Mstep: Class 5 contains 54628 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 34755 members 
Mstep: Class 13 contains 11180 members 
Mstep: Class 16 contains 168276 members 
Mstep: Class 17 contains 61401 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 50057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66451884.000000 Penalty: 28508.898438
Iteration 38Q: 14 clusters Score -6.645188e+07 nChanged 1523
Entering ConstructFrom: 
Score: -66451884.000000 Penalty: 28508.898438
Entering ConstructFrom: 
Trying to split cluster 1 (302428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302428 members 
Entering Unmasked Estep 
Score: -28126560.000000 Penalty: 2050.684814
	Iteration 0F: 2 clusters Score -2.812656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150928 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -27931470.000000 Penalty: 4101.369629
	Iteration 0F: 3 clusters Score -2.793147e+07 nChanged 147170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 157486 members 
Entering Unmasked Estep 
Score: -28019336.000000 Penalty: 4101.369629
	Iteration 1F: 3 clusters Score -2.801934e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141789 members 
Mstep: Class 2 contains 160639 members 
Entering Unmasked Estep 
Score: -28021354.000000 Penalty: 4101.369629
	Iteration 2Q: 3 clusters Score -2.802135e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137053 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -28024666.000000 Penalty: 4101.369629
	Iteration 3Q: 3 clusters Score -2.802467e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130123 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -28030206.000000 Penalty: 4101.369629
	Iteration 4Q: 3 clusters Score -2.803021e+07 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120041 members 
Mstep: Class 2 contains 182387 members 
Entering Unmasked Estep 
Score: -28039120.000000 Penalty: 4101.369629
	Iteration 5F: 3 clusters Score -2.803912e+07 nChanged 19268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 195435 members 
Entering Unmasked Estep 
Score: -28052046.000000 Penalty: 4101.369629
	Iteration 6F: 3 clusters Score -2.805205e+07 nChanged 21155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 210248 members 
Entering Unmasked Estep 
Score: -28066546.000000 Penalty: 4101.369629
	Iteration 7F: 3 clusters Score -2.806655e+07 nChanged 19901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 223513 members 
Entering Unmasked Estep 
Score: -28080286.000000 Penalty: 4101.369629
	Iteration 8F: 3 clusters Score -2.808029e+07 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 233086 members 
Entering Unmasked Estep 
Score: -28090126.000000 Penalty: 4101.369629
	Iteration 9F: 3 clusters Score -2.809013e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 239353 members 
Entering Unmasked Estep 
Score: -28096680.000000 Penalty: 4101.369629
	Iteration 10Q: 3 clusters Score -2.809668e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 243324 members 
Entering Unmasked Estep 
Score: -28101148.000000 Penalty: 4101.369629
	Iteration 11Q: 3 clusters Score -2.810115e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 246087 members 
Entering Unmasked Estep 
Score: -28104256.000000 Penalty: 4101.369629
	Iteration 12Q: 3 clusters Score -2.810426e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 248269 members 
Entering Unmasked Estep 
Score: -28106422.000000 Penalty: 4101.369629
	Iteration 13Q: 3 clusters Score -2.810642e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 250186 members 
Entering Unmasked Estep 
Score: -28108238.000000 Penalty: 4101.369629
	Iteration 14Q: 3 clusters Score -2.810824e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 252004 members 
Entering Unmasked Estep 
Score: -28109828.000000 Penalty: 4101.369629
	Iteration 15Q: 3 clusters Score -2.810983e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 253725 members 
Entering Unmasked Estep 
Score: -28111264.000000 Penalty: 4101.369629
	Iteration 16Q: 3 clusters Score -2.811126e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 255362 members 
Entering Unmasked Estep 
Score: -28112342.000000 Penalty: 4101.369629
	Iteration 17Q: 3 clusters Score -2.811234e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 256974 members 
Entering Unmasked Estep 
Score: -28113318.000000 Penalty: 4101.369629
	Iteration 18Q: 3 clusters Score -2.811332e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 258583 members 
Entering Unmasked Estep 
Score: -28114290.000000 Penalty: 4101.369629
	Iteration 19Q: 3 clusters Score -2.811429e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 260129 members 
Entering Unmasked Estep 
Score: -28114972.000000 Penalty: 4101.369629
	Iteration 20F: 3 clusters Score -2.811497e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 261542 members 
Entering Unmasked Estep 
Score: -28115716.000000 Penalty: 4101.369629
	Iteration 21Q: 3 clusters Score -2.811572e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 262944 members 
Entering Unmasked Estep 
Score: -28116392.000000 Penalty: 4101.369629
	Iteration 22Q: 3 clusters Score -2.811639e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 264236 members 
Entering Unmasked Estep 
Score: -28116968.000000 Penalty: 4101.369629
	Iteration 23Q: 3 clusters Score -2.811697e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 265470 members 
Entering Unmasked Estep 
Score: -28117462.000000 Penalty: 4101.369629
	Iteration 24Q: 3 clusters Score -2.811746e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 266635 members 
Entering Unmasked Estep 
Score: -28117894.000000 Penalty: 4101.369629
	Iteration 25Q: 3 clusters Score -2.811789e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 267796 members 
Entering Unmasked Estep 
Score: -28118392.000000 Penalty: 4101.369629
	Iteration 26Q: 3 clusters Score -2.811839e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 268896 members 
Entering Unmasked Estep 
Score: -28118860.000000 Penalty: 4101.369629
	Iteration 27Q: 3 clusters Score -2.811886e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 269972 members 
Entering Unmasked Estep 
Score: -28119406.000000 Penalty: 4101.369629
	Iteration 28Q: 3 clusters Score -2.811941e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 270999 members 
Entering Unmasked Estep 
Score: -28119778.000000 Penalty: 4101.369629
	Iteration 29Q: 3 clusters Score -2.811978e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 272002 members 
Entering Unmasked Estep 
Score: -28120248.000000 Penalty: 4101.369629
	Iteration 30Q: 3 clusters Score -2.812025e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 272928 members 
Entering Unmasked Estep 
Score: -28120548.000000 Penalty: 4101.369629
	Iteration 31Q: 3 clusters Score -2.812055e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 273809 members 
Entering Unmasked Estep 
Score: -28120910.000000 Penalty: 4101.369629
	Iteration 32Q: 3 clusters Score -2.812091e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 274645 members 
Entering Unmasked Estep 
Score: -28121232.000000 Penalty: 4101.369629
	Iteration 33Q: 3 clusters Score -2.812123e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 275395 members 
Entering Unmasked Estep 
Score: -28121578.000000 Penalty: 4101.369629
	Iteration 34Q: 3 clusters Score -2.812158e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 276141 members 
Entering Unmasked Estep 
Score: -28121792.000000 Penalty: 4101.369629
	Iteration 35Q: 3 clusters Score -2.812179e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 276822 members 
Entering Unmasked Estep 
Score: -28122104.000000 Penalty: 4101.369629
	Iteration 36Q: 3 clusters Score -2.81221e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 277474 members 
Entering Unmasked Estep 
Score: -28122360.000000 Penalty: 4101.369629
	Iteration 37Q: 3 clusters Score -2.812236e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 278055 members 
Entering Unmasked Estep 
Score: -28122656.000000 Penalty: 4101.369629
	Iteration 38Q: 3 clusters Score -2.812266e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 278581 members 
Entering Unmasked Estep 
Score: -28122888.000000 Penalty: 4101.369629
	Iteration 39Q: 3 clusters Score -2.812289e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 279039 members 
Entering Unmasked Estep 
Score: -28123046.000000 Penalty: 4101.369629
	Iteration 40F: 3 clusters Score -2.812305e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 279494 members 
Entering Unmasked Estep 
Score: -28123176.000000 Penalty: 4101.369629
	Iteration 41Q: 3 clusters Score -2.812318e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 279955 members 
Entering Unmasked Estep 
Score: -28123366.000000 Penalty: 4101.369629
	Iteration 42Q: 3 clusters Score -2.812337e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 280395 members 
Entering Unmasked Estep 
Score: -28123468.000000 Penalty: 4101.369629
	Iteration 43Q: 3 clusters Score -2.812347e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 280819 members 
Entering Unmasked Estep 
Score: -28123578.000000 Penalty: 4101.369629
	Iteration 44Q: 3 clusters Score -2.812358e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 281235 members 
Entering Unmasked Estep 
Score: -28123830.000000 Penalty: 4101.369629
	Iteration 45Q: 3 clusters Score -2.812383e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 281649 members 
Entering Unmasked Estep 
Score: -28124026.000000 Penalty: 4101.369629
	Iteration 46Q: 3 clusters Score -2.812403e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 282023 members 
Entering Unmasked Estep 
Score: -28124182.000000 Penalty: 4101.369629
	Iteration 47Q: 3 clusters Score -2.812418e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 282381 members 
Entering Unmasked Estep 
Score: -28124202.000000 Penalty: 4101.369629
	Iteration 48Q: 3 clusters Score -2.81242e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 282724 members 
Entering Unmasked Estep 
Score: -28124302.000000 Penalty: 4101.369629
	Iteration 49Q: 3 clusters Score -2.81243e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 283030 members 
Entering Unmasked Estep 
Score: -28124444.000000 Penalty: 4101.369629
	Iteration 50Q: 3 clusters Score -2.812444e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 283315 members 
Entering Unmasked Estep 
Score: -28124518.000000 Penalty: 4101.369629
	Iteration 51Q: 3 clusters Score -2.812452e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 283588 members 
Entering Unmasked Estep 
Score: -28124618.000000 Penalty: 4101.369629
	Iteration 52Q: 3 clusters Score -2.812462e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 283838 members 
Entering Unmasked Estep 
Score: -28124664.000000 Penalty: 4101.369629
	Iteration 53Q: 3 clusters Score -2.812466e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 284080 members 
Entering Unmasked Estep 
Score: -28124782.000000 Penalty: 4101.369629
	Iteration 54Q: 3 clusters Score -2.812478e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 284337 members 
Entering Unmasked Estep 
Score: -28124878.000000 Penalty: 4101.369629
	Iteration 55Q: 3 clusters Score -2.812488e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 284564 members 
Entering Unmasked Estep 
Score: -28124964.000000 Penalty: 4101.369629
	Iteration 56Q: 3 clusters Score -2.812496e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 284760 members 
Entering Unmasked Estep 
Score: -28125010.000000 Penalty: 4101.369629
	Iteration 57Q: 3 clusters Score -2.812501e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 284931 members 
Entering Unmasked Estep 
Score: -28125054.000000 Penalty: 4101.369629
	Iteration 58Q: 3 clusters Score -2.812505e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 285078 members 
Entering Unmasked Estep 
Score: -28125108.000000 Penalty: 4101.369629
	Iteration 59Q: 3 clusters Score -2.812511e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 285222 members 
Entering Unmasked Estep 
Score: -28125134.000000 Penalty: 4101.369629
	Iteration 60F: 3 clusters Score -2.812513e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 285357 members 
Entering Unmasked Estep 
Score: -28125202.000000 Penalty: 4101.369629
	Iteration 61Q: 3 clusters Score -2.81252e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 285486 members 
Entering Unmasked Estep 
Score: -28125278.000000 Penalty: 4101.369629
	Iteration 62Q: 3 clusters Score -2.812528e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 285621 members 
Entering Unmasked Estep 
Score: -28125338.000000 Penalty: 4101.369629
	Iteration 63Q: 3 clusters Score -2.812534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 285757 members 
Entering Unmasked Estep 
Score: -28125364.000000 Penalty: 4101.369629
	Iteration 64Q: 3 clusters Score -2.812536e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 285880 members 
Entering Unmasked Estep 
Score: -28125402.000000 Penalty: 4101.369629
	Iteration 65Q: 3 clusters Score -2.81254e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 286010 members 
Entering Unmasked Estep 
Score: -28125440.000000 Penalty: 4101.369629
	Iteration 66Q: 3 clusters Score -2.812544e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 286120 members 
Entering Unmasked Estep 
Score: -28125424.000000 Penalty: 4101.369629
	Iteration 67Q: 3 clusters Score -2.812542e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 286244 members 
Entering Unmasked Estep 
Score: -28125508.000000 Penalty: 4101.369629
	Iteration 68Q: 3 clusters Score -2.812551e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 286371 members 
Entering Unmasked Estep 
Score: -28125544.000000 Penalty: 4101.369629
	Iteration 69Q: 3 clusters Score -2.812554e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 286511 members 
Entering Unmasked Estep 
Score: -28125628.000000 Penalty: 4101.369629
	Iteration 70Q: 3 clusters Score -2.812563e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 286673 members 
Entering Unmasked Estep 
Score: -28125664.000000 Penalty: 4101.369629
	Iteration 71Q: 3 clusters Score -2.812566e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 286841 members 
Entering Unmasked Estep 
Score: -28125754.000000 Penalty: 4101.369629
	Iteration 72Q: 3 clusters Score -2.812575e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 287035 members 
Entering Unmasked Estep 
Score: -28125864.000000 Penalty: 4101.369629
	Iteration 73Q: 3 clusters Score -2.812586e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 287233 members 
Entering Unmasked Estep 
Score: -28125936.000000 Penalty: 4101.369629
	Iteration 74Q: 3 clusters Score -2.812594e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 287425 members 
Entering Unmasked Estep 
Score: -28126004.000000 Penalty: 4101.369629
	Iteration 75Q: 3 clusters Score -2.8126e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 287606 members 
Entering Unmasked Estep 
Score: -28126030.000000 Penalty: 4101.369629
	Iteration 76Q: 3 clusters Score -2.812603e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 287762 members 
Entering Unmasked Estep 
Score: -28126092.000000 Penalty: 4101.369629
	Iteration 77Q: 3 clusters Score -2.812609e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 287908 members 
Entering Unmasked Estep 
Score: -28126118.000000 Penalty: 4101.369629
	Iteration 78Q: 3 clusters Score -2.812612e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 288045 members 
Entering Unmasked Estep 
Score: -28126180.000000 Penalty: 4101.369629
	Iteration 79Q: 3 clusters Score -2.812618e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 288172 members 
Entering Unmasked Estep 
Score: -28126210.000000 Penalty: 4101.369629
	Iteration 80F: 3 clusters Score -2.812621e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 288288 members 
Entering Unmasked Estep 
Score: -28126216.000000 Penalty: 4101.369629
	Iteration 81Q: 3 clusters Score -2.812622e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 288387 members 
Entering Unmasked Estep 
Score: -28126206.000000 Penalty: 4101.369629
	Iteration 82Q: 3 clusters Score -2.812621e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 288491 members 
Entering Unmasked Estep 
Score: -28126198.000000 Penalty: 4101.369629
	Iteration 83Q: 3 clusters Score -2.81262e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 288607 members 
Entering Unmasked Estep 
Score: -28126284.000000 Penalty: 4101.369629
	Iteration 84Q: 3 clusters Score -2.812628e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 288710 members 
Entering Unmasked Estep 
Score: -28126332.000000 Penalty: 4101.369629
	Iteration 85Q: 3 clusters Score -2.812633e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 288807 members 
Entering Unmasked Estep 
Score: -28126386.000000 Penalty: 4101.369629
	Iteration 86Q: 3 clusters Score -2.812639e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 288903 members 
Entering Unmasked Estep 
Score: -28126398.000000 Penalty: 4101.369629
	Iteration 87Q: 3 clusters Score -2.81264e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 288989 members 
Entering Unmasked Estep 
Score: -28126418.000000 Penalty: 4101.369629
	Iteration 88Q: 3 clusters Score -2.812642e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 289072 members 
Entering Unmasked Estep 
Score: -28126484.000000 Penalty: 4101.369629
	Iteration 89Q: 3 clusters Score -2.812648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 289157 members 
Entering Unmasked Estep 
Score: -28126526.000000 Penalty: 4101.369629
	Iteration 90Q: 3 clusters Score -2.812653e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 289246 members 
Entering Unmasked Estep 
Score: -28126564.000000 Penalty: 4101.369629
	Iteration 91Q: 3 clusters Score -2.812656e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 289334 members 
Entering Unmasked Estep 
Score: -28126604.000000 Penalty: 4101.369629
	Iteration 92Q: 3 clusters Score -2.81266e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 289410 members 
Entering Unmasked Estep 
Score: -28126614.000000 Penalty: 4101.369629
	Iteration 93Q: 3 clusters Score -2.812661e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 289485 members 
Entering Unmasked Estep 
Score: -28126656.000000 Penalty: 4101.369629
	Iteration 94Q: 3 clusters Score -2.812666e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 289558 members 
Entering Unmasked Estep 
Score: -28126658.000000 Penalty: 4101.369629
	Iteration 95Q: 3 clusters Score -2.812666e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 289623 members 
Entering Unmasked Estep 
Score: -28126726.000000 Penalty: 4101.369629
	Iteration 96Q: 3 clusters Score -2.812673e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 289681 members 
Entering Unmasked Estep 
Score: -28126740.000000 Penalty: 4101.369629
	Iteration 97Q: 3 clusters Score -2.812674e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 289740 members 
Entering Unmasked Estep 
Score: -28126770.000000 Penalty: 4101.369629
	Iteration 98Q: 3 clusters Score -2.812677e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 289800 members 
Entering Unmasked Estep 
Score: -28126798.000000 Penalty: 4101.369629
	Iteration 99Q: 3 clusters Score -2.81268e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 289861 members 
Entering Unmasked Estep 
Score: -28126820.000000 Penalty: 4101.369629
	Iteration 100F: 3 clusters Score -2.812682e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 289917 members 
Entering Unmasked Estep 
Score: -28126866.000000 Penalty: 4101.369629
	Iteration 101Q: 3 clusters Score -2.812687e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 289973 members 
Entering Unmasked Estep 
Score: -28126850.000000 Penalty: 4101.369629
	Iteration 102Q: 3 clusters Score -2.812685e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 290030 members 
Entering Unmasked Estep 
Score: -28126836.000000 Penalty: 4101.369629
	Iteration 103Q: 3 clusters Score -2.812684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 290084 members 
Entering Unmasked Estep 
Score: -28126862.000000 Penalty: 4101.369629
	Iteration 104Q: 3 clusters Score -2.812686e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 290152 members 
Entering Unmasked Estep 
Score: -28126854.000000 Penalty: 4101.369629
	Iteration 105Q: 3 clusters Score -2.812685e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 290218 members 
Entering Unmasked Estep 
Score: -28126876.000000 Penalty: 4101.369629
	Iteration 106Q: 3 clusters Score -2.812688e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 290280 members 
Entering Unmasked Estep 
Score: -28126866.000000 Penalty: 4101.369629
	Iteration 107Q: 3 clusters Score -2.812687e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 290328 members 
Entering Unmasked Estep 
Score: -28126940.000000 Penalty: 4101.369629
	Iteration 108Q: 3 clusters Score -2.812694e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 290363 members 
Entering Unmasked Estep 
Score: -28126954.000000 Penalty: 4101.369629
	Iteration 109Q: 3 clusters Score -2.812695e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 290398 members 
Entering Unmasked Estep 
Score: -28126976.000000 Penalty: 4101.369629
	Iteration 110Q: 3 clusters Score -2.812698e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 290446 members 
Entering Unmasked Estep 
Score: -28126994.000000 Penalty: 4101.369629
	Iteration 111Q: 3 clusters Score -2.812699e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 290495 members 
Entering Unmasked Estep 
Score: -28127012.000000 Penalty: 4101.369629
	Iteration 112Q: 3 clusters Score -2.812701e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 290546 members 
Entering Unmasked Estep 
Score: -28127024.000000 Penalty: 4101.369629
	Iteration 113Q: 3 clusters Score -2.812702e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 290599 members 
Entering Unmasked Estep 
Score: -28127056.000000 Penalty: 4101.369629
	Iteration 114Q: 3 clusters Score -2.812706e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 290652 members 
Entering Unmasked Estep 
Score: -28127060.000000 Penalty: 4101.369629
	Iteration 115Q: 3 clusters Score -2.812706e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 290702 members 
Entering Unmasked Estep 
Score: -28127094.000000 Penalty: 4101.369629
	Iteration 116Q: 3 clusters Score -2.812709e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 290748 members 
Entering Unmasked Estep 
Score: -28127124.000000 Penalty: 4101.369629
	Iteration 117Q: 3 clusters Score -2.812712e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 290801 members 
Entering Unmasked Estep 
Score: -28127094.000000 Penalty: 4101.369629
	Iteration 118Q: 3 clusters Score -2.812709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 290836 members 
Entering Unmasked Estep 
Score: -28127108.000000 Penalty: 4101.369629
	Iteration 119Q: 3 clusters Score -2.812711e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 290864 members 
Entering Unmasked Estep 
Score: -28127108.000000 Penalty: 4101.369629
	Iteration 120F: 3 clusters Score -2.812711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 290888 members 
Entering Unmasked Estep 
Score: -28127116.000000 Penalty: 4101.369629
	Iteration 121Q: 3 clusters Score -2.812712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 290905 members 
Entering Unmasked Estep 
Score: -28127088.000000 Penalty: 4101.369629
	Iteration 122Q: 3 clusters Score -2.812709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 290917 members 
Entering Unmasked Estep 
Score: -28127132.000000 Penalty: 4101.369629
	Iteration 123Q: 3 clusters Score -2.812713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 290936 members 
Entering Unmasked Estep 
Score: -28127146.000000 Penalty: 4101.369629
	Iteration 124Q: 3 clusters Score -2.812715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 290957 members 
Entering Unmasked Estep 
Score: -28127118.000000 Penalty: 4101.369629
	Iteration 125Q: 3 clusters Score -2.812712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 290971 members 
Entering Unmasked Estep 
Score: -28127122.000000 Penalty: 4101.369629
	Iteration 126Q: 3 clusters Score -2.812712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 290985 members 
Entering Unmasked Estep 
Score: -28127160.000000 Penalty: 4101.369629
	Iteration 127Q: 3 clusters Score -2.812716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 290999 members 
Entering Unmasked Estep 
Score: -28127168.000000 Penalty: 4101.369629
	Iteration 128Q: 3 clusters Score -2.812717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 291013 members 
Entering Unmasked Estep 
Score: -28127186.000000 Penalty: 4101.369629
	Iteration 129Q: 3 clusters Score -2.812719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 291023 members 
Entering Unmasked Estep 
Score: -28127178.000000 Penalty: 4101.369629
	Iteration 130Q: 3 clusters Score -2.812718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 291030 members 
Entering Unmasked Estep 
Score: -28127182.000000 Penalty: 4101.369629
	Iteration 131Q: 3 clusters Score -2.812718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 291036 members 
Entering Unmasked Estep 
Score: -28127170.000000 Penalty: 4101.369629
	Iteration 132Q: 3 clusters Score -2.812717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 291042 members 
Entering Unmasked Estep 
Score: -28127174.000000 Penalty: 4101.369629
	Iteration 133Q: 3 clusters Score -2.812717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 291050 members 
Entering Unmasked Estep 
Score: -28127168.000000 Penalty: 4101.369629
	Iteration 134Q: 3 clusters Score -2.812717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 291054 members 
Entering Unmasked Estep 
Score: -28127192.000000 Penalty: 4101.369629
	Iteration 135Q: 3 clusters Score -2.812719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 291059 members 
Entering Unmasked Estep 
Score: -28127176.000000 Penalty: 4101.369629
	Iteration 136Q: 3 clusters Score -2.812718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 291067 members 
Entering Unmasked Estep 
Score: -28127194.000000 Penalty: 4101.369629
	Iteration 137Q: 3 clusters Score -2.812719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 291070 members 
Entering Unmasked Estep 
Score: -28127188.000000 Penalty: 4101.369629
	Iteration 138Q: 3 clusters Score -2.812719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 291072 members 
Entering Unmasked Estep 
Score: -28127196.000000 Penalty: 4101.369629
	Iteration 139Q: 3 clusters Score -2.81272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 291073 members 
Entering Unmasked Estep 
Score: -28127196.000000 Penalty: 4101.369629
	Iteration 140F: 3 clusters Score -2.81272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 291077 members 
Entering Unmasked Estep 
Score: -28127190.000000 Penalty: 4101.369629
	Iteration 141Q: 3 clusters Score -2.812719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 291080 members 
Entering Unmasked Estep 
Score: -28127196.000000 Penalty: 4101.369629
	Iteration 142Q: 3 clusters Score -2.81272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 291088 members 
Entering Unmasked Estep 
Score: -28127202.000000 Penalty: 4101.369629
	Iteration 143Q: 3 clusters Score -2.81272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 291093 members 
Entering Unmasked Estep 
Score: -28127200.000000 Penalty: 4101.369629
	Iteration 144Q: 3 clusters Score -2.81272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 291101 members 
Entering Unmasked Estep 
Score: -28127210.000000 Penalty: 4101.369629
	Iteration 145Q: 3 clusters Score -2.812721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 291114 members 
Entering Unmasked Estep 
Score: -28127204.000000 Penalty: 4101.369629
	Iteration 146Q: 3 clusters Score -2.81272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 291127 members 
Entering Unmasked Estep 
Score: -28127204.000000 Penalty: 4101.369629
	Iteration 147Q: 3 clusters Score -2.81272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 291137 members 
Entering Unmasked Estep 
Score: -28127192.000000 Penalty: 4101.369629
	Iteration 148Q: 3 clusters Score -2.812719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 291149 members 
Entering Unmasked Estep 
Score: -28127198.000000 Penalty: 4101.369629
	Iteration 149Q: 3 clusters Score -2.81272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 291163 members 
Entering Unmasked Estep 
Score: -28127216.000000 Penalty: 4101.369629
	Iteration 150Q: 3 clusters Score -2.812722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 291176 members 
Entering Unmasked Estep 
Score: -28127218.000000 Penalty: 4101.369629
	Iteration 151Q: 3 clusters Score -2.812722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 291191 members 
Entering Unmasked Estep 
Score: -28127202.000000 Penalty: 4101.369629
	Iteration 152Q: 3 clusters Score -2.81272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 291206 members 
Entering Unmasked Estep 
Score: -28127204.000000 Penalty: 4101.369629
	Iteration 153Q: 3 clusters Score -2.81272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 291223 members 
Entering Unmasked Estep 
Score: -28127222.000000 Penalty: 4101.369629
	Iteration 154Q: 3 clusters Score -2.812722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 291239 members 
Entering Unmasked Estep 
Score: -28127234.000000 Penalty: 4101.369629
	Iteration 155Q: 3 clusters Score -2.812723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 291252 members 
Entering Unmasked Estep 
Score: -28127230.000000 Penalty: 4101.369629
	Iteration 156Q: 3 clusters Score -2.812723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 291262 members 
Entering Unmasked Estep 
Score: -28127228.000000 Penalty: 4101.369629
	Iteration 157Q: 3 clusters Score -2.812723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 291273 members 
Entering Unmasked Estep 
Score: -28127226.000000 Penalty: 4101.369629
	Iteration 158Q: 3 clusters Score -2.812723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 291283 members 
Entering Unmasked Estep 
Score: -28127236.000000 Penalty: 4101.369629
	Iteration 159Q: 3 clusters Score -2.812724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 291293 members 
Entering Unmasked Estep 
Score: -28127232.000000 Penalty: 4101.369629
	Iteration 160F: 3 clusters Score -2.812723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 291298 members 
Entering Unmasked Estep 
Score: -28127236.000000 Penalty: 4101.369629
	Iteration 161Q: 3 clusters Score -2.812724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 291302 members 
Entering Unmasked Estep 
Score: -28127248.000000 Penalty: 4101.369629
	Iteration 162Q: 3 clusters Score -2.812725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 291305 members 
Entering Unmasked Estep 
Score: -28127260.000000 Penalty: 4101.369629
	Iteration 163Q: 3 clusters Score -2.812726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 291311 members 
Entering Unmasked Estep 
Score: -28127254.000000 Penalty: 4101.369629
	Iteration 164Q: 3 clusters Score -2.812725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 291317 members 
Entering Unmasked Estep 
Score: -28127250.000000 Penalty: 4101.369629
	Iteration 165Q: 3 clusters Score -2.812725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 291321 members 
Entering Unmasked Estep 
Score: -28127274.000000 Penalty: 4101.369629
	Iteration 166Q: 3 clusters Score -2.812727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 291325 members 
Entering Unmasked Estep 
Score: -28127274.000000 Penalty: 4101.369629
	Iteration 167Q: 3 clusters Score -2.812727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 291328 members 
Entering Unmasked Estep 
Score: -28127278.000000 Penalty: 4101.369629
	Iteration 168Q: 3 clusters Score -2.812728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 291329 members 
Entering Unmasked Estep 
Score: -28127278.000000 Penalty: 4101.369629
	Iteration 169Q: 3 clusters Score -2.812728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 291331 members 
Entering Unmasked Estep 
Score: -28127276.000000 Penalty: 4101.369629
	Iteration 170Q: 3 clusters Score -2.812728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 291334 members 
Entering Unmasked Estep 
Score: -28127270.000000 Penalty: 4101.369629
	Iteration 171Q: 3 clusters Score -2.812727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 291337 members 
Entering Unmasked Estep 
Score: -28127264.000000 Penalty: 4101.369629
	Iteration 172Q: 3 clusters Score -2.812726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 291341 members 
Entering Unmasked Estep 
Score: -28127252.000000 Penalty: 4101.369629
	Iteration 173Q: 3 clusters Score -2.812725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 291342 members 
Entering Unmasked Estep 
Score: -28127248.000000 Penalty: 4101.369629
	Iteration 174Q: 3 clusters Score -2.812725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 291341 members 
Entering Unmasked Estep 
Score: -28127248.000000 Penalty: 4101.369629
	Iteration 175Q: 3 clusters Score -2.812725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 291341 members 
Entering Unmasked Estep 
Score: -28127248.000000 Penalty: 4101.369629
	Iteration 176F: 3 clusters Score -2.812725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 34036 members 
Mstep: Class 4 contains 291341 members 
Mstep: Class 5 contains 54747 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 16 contains 168202 members 
Mstep: Class 17 contains 61274 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 49946 members 
Entering Unmasked Estep 
Score: -66452624.000000 Penalty: 30701.890625
Splitting cluster 1 changes total score from -66451884.000000 to -66452624.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -109880.562500 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -109880.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -108252.406250 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -108252.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -109022.617188 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -109022.6 nChanged 185
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: -109735.890625 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -109735.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -110760.328125 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -110760.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -112338.531250 Penalty: 2362.398926
	Iteration 4F: 3 clusters Score -112338.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -112926.398438 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -112926.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -113002.382812 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -113002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -113019.085938 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -113019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -113020.359375 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -113020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -113020.359375 Penalty: 2362.398926
	Iteration 9F: 3 clusters Score -113020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 34036 members 
Mstep: Class 4 contains 291341 members 
Mstep: Class 5 contains 54747 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 16 contains 168202 members 
Mstep: Class 17 contains 61274 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 49946 members 
Entering Unmasked Estep 
Score: -66454660.000000 Penalty: 32894.882812
Splitting cluster 2 changes total score from -66451884.000000 to -66454660.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (34036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Entering Unmasked Estep 
Score: -3000722.750000 Penalty: 1695.715820
	Iteration 0F: 2 clusters Score -3000723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2977909.250000 Penalty: 3391.431641
	Iteration 0F: 3 clusters Score -2977909 nChanged 15884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2988469.000000 Penalty: 3391.431641
	Iteration 1F: 3 clusters Score -2988469 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2992145.500000 Penalty: 3391.431641
	Iteration 2F: 3 clusters Score -2992146 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2996378.250000 Penalty: 3391.431641
	Iteration 3F: 3 clusters Score -2996378 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2998885.750000 Penalty: 3391.431641
	Iteration 4F: 3 clusters Score -2998886 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2999920.750000 Penalty: 3391.431641
	Iteration 5F: 3 clusters Score -2999921 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3000377.250000 Penalty: 3391.431641
	Iteration 6Q: 3 clusters Score -3000377 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3000738.250000 Penalty: 3391.431641
	Iteration 7Q: 3 clusters Score -3000738 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3001109.750000 Penalty: 3391.431641
	Iteration 8Q: 3 clusters Score -3001110 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3001495.250000 Penalty: 3391.431641
	Iteration 9Q: 3 clusters Score -3001495 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3001826.000000 Penalty: 3391.431641
	Iteration 10Q: 3 clusters Score -3001826 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3002115.000000 Penalty: 3391.431641
	Iteration 11Q: 3 clusters Score -3002115 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3002284.500000 Penalty: 3391.431641
	Iteration 12Q: 3 clusters Score -3002284 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3002390.500000 Penalty: 3391.431641
	Iteration 13Q: 3 clusters Score -3002390 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3002463.250000 Penalty: 3391.431641
	Iteration 14Q: 3 clusters Score -3002463 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3002521.000000 Penalty: 3391.431641
	Iteration 15Q: 3 clusters Score -3002521 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3002554.500000 Penalty: 3391.431641
	Iteration 16Q: 3 clusters Score -3002554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -3002569.500000 Penalty: 3391.431641
	Iteration 17Q: 3 clusters Score -3002570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3002592.500000 Penalty: 3391.431641
	Iteration 18Q: 3 clusters Score -3002592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3002607.500000 Penalty: 3391.431641
	Iteration 19Q: 3 clusters Score -3002608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -3002601.250000 Penalty: 3391.431641
	Iteration 20F: 3 clusters Score -3002601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3002616.000000 Penalty: 3391.431641
	Iteration 21Q: 3 clusters Score -3002616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3002611.750000 Penalty: 3391.431641
	Iteration 22Q: 3 clusters Score -3002612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3002610.250000 Penalty: 3391.431641
	Iteration 23Q: 3 clusters Score -3002610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3002615.000000 Penalty: 3391.431641
	Iteration 24Q: 3 clusters Score -3002615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3002618.000000 Penalty: 3391.431641
	Iteration 25Q: 3 clusters Score -3002618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3002617.750000 Penalty: 3391.431641
	Iteration 26Q: 3 clusters Score -3002618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3002623.250000 Penalty: 3391.431641
	Iteration 27Q: 3 clusters Score -3002623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3002622.000000 Penalty: 3391.431641
	Iteration 28Q: 3 clusters Score -3002622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3002624.500000 Penalty: 3391.431641
	Iteration 29Q: 3 clusters Score -3002624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3002619.000000 Penalty: 3391.431641
	Iteration 30Q: 3 clusters Score -3002619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3002617.500000 Penalty: 3391.431641
	Iteration 31Q: 3 clusters Score -3002618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3002621.250000 Penalty: 3391.431641
	Iteration 32Q: 3 clusters Score -3002621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3002621.250000 Penalty: 3391.431641
	Iteration 33F: 3 clusters Score -3002621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 291341 members 
Mstep: Class 5 contains 54747 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 9 contains 29999 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 16 contains 168202 members 
Mstep: Class 17 contains 61274 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 49946 members 
Entering Unmasked Estep 
Score: -66455860.000000 Penalty: 35087.875000
Splitting cluster 3 changes total score from -66451884.000000 to -66455860.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (54747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Entering Unmasked Estep 
Score: -5205769.000000 Penalty: 1772.952637
	Iteration 0F: 2 clusters Score -5205769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -5168909.500000 Penalty: 3545.905273
	Iteration 0F: 3 clusters Score -5168910 nChanged 25792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5183848.000000 Penalty: 3545.905273
	Iteration 1F: 3 clusters Score -5183848 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -5184469.500000 Penalty: 3545.905273
	Iteration 2Q: 3 clusters Score -5184470 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5185328.500000 Penalty: 3545.905273
	Iteration 3Q: 3 clusters Score -5185328 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -5186445.000000 Penalty: 3545.905273
	Iteration 4Q: 3 clusters Score -5186445 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5187878.000000 Penalty: 3545.905273
	Iteration 5Q: 3 clusters Score -5187878 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -5190014.500000 Penalty: 3545.905273
	Iteration 6F: 3 clusters Score -5190014 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -5192575.500000 Penalty: 3545.905273
	Iteration 7F: 3 clusters Score -5192576 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -5195079.000000 Penalty: 3545.905273
	Iteration 8F: 3 clusters Score -5195079 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -5196769.000000 Penalty: 3545.905273
	Iteration 9F: 3 clusters Score -5196769 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5197529.000000 Penalty: 3545.905273
	Iteration 10Q: 3 clusters Score -5197529 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -5197876.000000 Penalty: 3545.905273
	Iteration 11Q: 3 clusters Score -5197876 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5198024.500000 Penalty: 3545.905273
	Iteration 12Q: 3 clusters Score -5198024 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5198158.000000 Penalty: 3545.905273
	Iteration 13Q: 3 clusters Score -5198158 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -5198295.000000 Penalty: 3545.905273
	Iteration 14Q: 3 clusters Score -5198295 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5198464.500000 Penalty: 3545.905273
	Iteration 15Q: 3 clusters Score -5198464 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -5198588.500000 Penalty: 3545.905273
	Iteration 16Q: 3 clusters Score -5198588 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5198762.500000 Penalty: 3545.905273
	Iteration 17Q: 3 clusters Score -5198762 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -5198898.500000 Penalty: 3545.905273
	Iteration 18Q: 3 clusters Score -5198898 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5199027.500000 Penalty: 3545.905273
	Iteration 19Q: 3 clusters Score -5199028 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5199162.000000 Penalty: 3545.905273
	Iteration 20F: 3 clusters Score -5199162 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5199339.000000 Penalty: 3545.905273
	Iteration 21Q: 3 clusters Score -5199339 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5199481.000000 Penalty: 3545.905273
	Iteration 22Q: 3 clusters Score -5199481 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5199622.500000 Penalty: 3545.905273
	Iteration 23Q: 3 clusters Score -5199622 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -5199783.000000 Penalty: 3545.905273
	Iteration 24Q: 3 clusters Score -5199783 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5199890.000000 Penalty: 3545.905273
	Iteration 25Q: 3 clusters Score -5199890 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5200018.000000 Penalty: 3545.905273
	Iteration 26Q: 3 clusters Score -5200018 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5200136.000000 Penalty: 3545.905273
	Iteration 27Q: 3 clusters Score -5200136 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -5200302.000000 Penalty: 3545.905273
	Iteration 28Q: 3 clusters Score -5200302 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5200445.000000 Penalty: 3545.905273
	Iteration 29Q: 3 clusters Score -5200445 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -5200591.500000 Penalty: 3545.905273
	Iteration 30Q: 3 clusters Score -5200592 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -5200776.000000 Penalty: 3545.905273
	Iteration 31Q: 3 clusters Score -5200776 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5201003.000000 Penalty: 3545.905273
	Iteration 32Q: 3 clusters Score -5201003 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5201190.000000 Penalty: 3545.905273
	Iteration 33Q: 3 clusters Score -5201190 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -5201427.500000 Penalty: 3545.905273
	Iteration 34Q: 3 clusters Score -5201428 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -5201618.000000 Penalty: 3545.905273
	Iteration 35Q: 3 clusters Score -5201618 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -5201779.000000 Penalty: 3545.905273
	Iteration 36Q: 3 clusters Score -5201779 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -5201979.000000 Penalty: 3545.905273
	Iteration 37Q: 3 clusters Score -5201979 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -5202134.000000 Penalty: 3545.905273
	Iteration 38Q: 3 clusters Score -5202134 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -5202294.000000 Penalty: 3545.905273
	Iteration 39Q: 3 clusters Score -5202294 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -5202446.500000 Penalty: 3545.905273
	Iteration 40F: 3 clusters Score -5202446 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -5202616.500000 Penalty: 3545.905273
	Iteration 41Q: 3 clusters Score -5202616 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -5202802.500000 Penalty: 3545.905273
	Iteration 42Q: 3 clusters Score -5202802 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -5202948.000000 Penalty: 3545.905273
	Iteration 43Q: 3 clusters Score -5202948 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -5203105.500000 Penalty: 3545.905273
	Iteration 44Q: 3 clusters Score -5203106 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -5203224.500000 Penalty: 3545.905273
	Iteration 45Q: 3 clusters Score -5203224 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -5203325.500000 Penalty: 3545.905273
	Iteration 46Q: 3 clusters Score -5203326 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -5203444.500000 Penalty: 3545.905273
	Iteration 47Q: 3 clusters Score -5203444 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -5203573.500000 Penalty: 3545.905273
	Iteration 48Q: 3 clusters Score -5203574 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -5203638.500000 Penalty: 3545.905273
	Iteration 49Q: 3 clusters Score -5203638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -5203732.500000 Penalty: 3545.905273
	Iteration 50Q: 3 clusters Score -5203732 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -5203804.500000 Penalty: 3545.905273
	Iteration 51Q: 3 clusters Score -5203804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -5203889.500000 Penalty: 3545.905273
	Iteration 52Q: 3 clusters Score -5203890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -5203950.000000 Penalty: 3545.905273
	Iteration 53Q: 3 clusters Score -5203950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -5204006.000000 Penalty: 3545.905273
	Iteration 54Q: 3 clusters Score -5204006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -5204053.000000 Penalty: 3545.905273
	Iteration 55Q: 3 clusters Score -5204053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -5204078.000000 Penalty: 3545.905273
	Iteration 56Q: 3 clusters Score -5204078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -5204115.500000 Penalty: 3545.905273
	Iteration 57Q: 3 clusters Score -5204116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -5204135.000000 Penalty: 3545.905273
	Iteration 58Q: 3 clusters Score -5204135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -5204150.500000 Penalty: 3545.905273
	Iteration 59Q: 3 clusters Score -5204150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -5204163.500000 Penalty: 3545.905273
	Iteration 60F: 3 clusters Score -5204164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -5204192.500000 Penalty: 3545.905273
	Iteration 61Q: 3 clusters Score -5204192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -5204208.000000 Penalty: 3545.905273
	Iteration 62Q: 3 clusters Score -5204208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -5204221.000000 Penalty: 3545.905273
	Iteration 63Q: 3 clusters Score -5204221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -5204251.000000 Penalty: 3545.905273
	Iteration 64Q: 3 clusters Score -5204251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -5204255.000000 Penalty: 3545.905273
	Iteration 65Q: 3 clusters Score -5204255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -5204278.000000 Penalty: 3545.905273
	Iteration 66Q: 3 clusters Score -5204278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -5204288.500000 Penalty: 3545.905273
	Iteration 67Q: 3 clusters Score -5204288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -5204299.000000 Penalty: 3545.905273
	Iteration 68Q: 3 clusters Score -5204299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -5204300.500000 Penalty: 3545.905273
	Iteration 69Q: 3 clusters Score -5204300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -5204299.500000 Penalty: 3545.905273
	Iteration 70Q: 3 clusters Score -5204300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -5204306.500000 Penalty: 3545.905273
	Iteration 71Q: 3 clusters Score -5204306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -5204320.000000 Penalty: 3545.905273
	Iteration 72Q: 3 clusters Score -5204320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -5204323.500000 Penalty: 3545.905273
	Iteration 73Q: 3 clusters Score -5204324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -5204324.000000 Penalty: 3545.905273
	Iteration 74Q: 3 clusters Score -5204324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -5204325.000000 Penalty: 3545.905273
	Iteration 75Q: 3 clusters Score -5204325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -5204324.500000 Penalty: 3545.905273
	Iteration 76Q: 3 clusters Score -5204324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -5204321.500000 Penalty: 3545.905273
	Iteration 77Q: 3 clusters Score -5204322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -5204322.500000 Penalty: 3545.905273
	Iteration 78Q: 3 clusters Score -5204322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -5204318.500000 Penalty: 3545.905273
	Iteration 79Q: 3 clusters Score -5204318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -5204320.000000 Penalty: 3545.905273
	Iteration 80F: 3 clusters Score -5204320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -5204319.500000 Penalty: 3545.905273
	Iteration 81Q: 3 clusters Score -5204320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -5204317.000000 Penalty: 3545.905273
	Iteration 82Q: 3 clusters Score -5204317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -5204317.500000 Penalty: 3545.905273
	Iteration 83Q: 3 clusters Score -5204318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -5204317.500000 Penalty: 3545.905273
	Iteration 84F: 3 clusters Score -5204318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -358634.656250 Penalty: 1351.874878
	Iteration 0F: 2 clusters Score -358634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -355277.093750 Penalty: 2703.749756
	Iteration 0F: 3 clusters Score -355277.1 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -356355.250000 Penalty: 2703.749756
	Iteration 1F: 3 clusters Score -356355.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -356630.656250 Penalty: 2703.749756
	Iteration 2F: 3 clusters Score -356630.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -356887.781250 Penalty: 2703.749756
	Iteration 3F: 3 clusters Score -356887.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -357255.531250 Penalty: 2703.749756
	Iteration 4F: 3 clusters Score -357255.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -357720.406250 Penalty: 2703.749756
	Iteration 5F: 3 clusters Score -357720.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -358405.250000 Penalty: 2703.749756
	Iteration 6F: 3 clusters Score -358405.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -358766.000000 Penalty: 2703.749756
	Iteration 7F: 3 clusters Score -358766 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -358956.875000 Penalty: 2703.749756
	Iteration 8Q: 3 clusters Score -358956.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -359039.062500 Penalty: 2703.749756
	Iteration 9Q: 3 clusters Score -359039.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -359083.812500 Penalty: 2703.749756
	Iteration 10Q: 3 clusters Score -359083.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -359117.406250 Penalty: 2703.749756
	Iteration 11Q: 3 clusters Score -359117.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -359139.406250 Penalty: 2703.749756
	Iteration 12Q: 3 clusters Score -359139.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -359152.250000 Penalty: 2703.749756
	Iteration 13Q: 3 clusters Score -359152.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -359163.937500 Penalty: 2703.749756
	Iteration 14Q: 3 clusters Score -359163.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -359175.468750 Penalty: 2703.749756
	Iteration 15Q: 3 clusters Score -359175.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -359188.375000 Penalty: 2703.749756
	Iteration 16Q: 3 clusters Score -359188.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -359194.500000 Penalty: 2703.749756
	Iteration 17Q: 3 clusters Score -359194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -359199.468750 Penalty: 2703.749756
	Iteration 18Q: 3 clusters Score -359199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -359202.312500 Penalty: 2703.749756
	Iteration 19Q: 3 clusters Score -359202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -359203.125000 Penalty: 2703.749756
	Iteration 20F: 3 clusters Score -359203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -359206.593750 Penalty: 2703.749756
	Iteration 21Q: 3 clusters Score -359206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -359210.125000 Penalty: 2703.749756
	Iteration 22Q: 3 clusters Score -359210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -359214.625000 Penalty: 2703.749756
	Iteration 23Q: 3 clusters Score -359214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -359221.125000 Penalty: 2703.749756
	Iteration 24Q: 3 clusters Score -359221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -359230.968750 Penalty: 2703.749756
	Iteration 25Q: 3 clusters Score -359231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -359240.968750 Penalty: 2703.749756
	Iteration 26Q: 3 clusters Score -359241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -359248.406250 Penalty: 2703.749756
	Iteration 27Q: 3 clusters Score -359248.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -359254.906250 Penalty: 2703.749756
	Iteration 28Q: 3 clusters Score -359254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -359257.375000 Penalty: 2703.749756
	Iteration 29Q: 3 clusters Score -359257.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -359261.375000 Penalty: 2703.749756
	Iteration 30Q: 3 clusters Score -359261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -359264.750000 Penalty: 2703.749756
	Iteration 31Q: 3 clusters Score -359264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -359266.812500 Penalty: 2703.749756
	Iteration 32Q: 3 clusters Score -359266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -359267.093750 Penalty: 2703.749756
	Iteration 33Q: 3 clusters Score -359267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -359268.187500 Penalty: 2703.749756
	Iteration 34Q: 3 clusters Score -359268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -359269.531250 Penalty: 2703.749756
	Iteration 35Q: 3 clusters Score -359269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -359270.562500 Penalty: 2703.749756
	Iteration 36Q: 3 clusters Score -359270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -359271.531250 Penalty: 2703.749756
	Iteration 37Q: 3 clusters Score -359271.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -359271.531250 Penalty: 2703.749756
	Iteration 38F: 3 clusters Score -359271.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 291341 members 
Mstep: Class 5 contains 54747 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 9 contains 29999 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 16 contains 168202 members 
Mstep: Class 17 contains 61274 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 49946 members 
Entering Unmasked Estep 
Score: -66455512.000000 Penalty: 37280.867188
Splitting cluster 7 changes total score from -66451884.000000 to -66455512.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 8 (35023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Entering Unmasked Estep 
Score: -3320857.000000 Penalty: 1700.361084
	Iteration 0F: 2 clusters Score -3320857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3297371.250000 Penalty: 3400.722168
	Iteration 0F: 3 clusters Score -3297371 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3306374.750000 Penalty: 3400.722168
	Iteration 1F: 3 clusters Score -3306375 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3306864.750000 Penalty: 3400.722168
	Iteration 2Q: 3 clusters Score -3306865 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3307556.750000 Penalty: 3400.722168
	Iteration 3Q: 3 clusters Score -3307557 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3308545.500000 Penalty: 3400.722168
	Iteration 4F: 3 clusters Score -3308546 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3310162.500000 Penalty: 3400.722168
	Iteration 5F: 3 clusters Score -3310162 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3312369.500000 Penalty: 3400.722168
	Iteration 6F: 3 clusters Score -3312370 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3314693.750000 Penalty: 3400.722168
	Iteration 7F: 3 clusters Score -3314694 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3316391.500000 Penalty: 3400.722168
	Iteration 8F: 3 clusters Score -3316392 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3317235.250000 Penalty: 3400.722168
	Iteration 9Q: 3 clusters Score -3317235 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3317589.750000 Penalty: 3400.722168
	Iteration 10Q: 3 clusters Score -3317590 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3317758.000000 Penalty: 3400.722168
	Iteration 11Q: 3 clusters Score -3317758 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3317882.500000 Penalty: 3400.722168
	Iteration 12Q: 3 clusters Score -3317882 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3317994.500000 Penalty: 3400.722168
	Iteration 13Q: 3 clusters Score -3317994 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3318086.500000 Penalty: 3400.722168
	Iteration 14Q: 3 clusters Score -3318086 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3318201.000000 Penalty: 3400.722168
	Iteration 15Q: 3 clusters Score -3318201 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3318282.000000 Penalty: 3400.722168
	Iteration 16Q: 3 clusters Score -3318282 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3318335.250000 Penalty: 3400.722168
	Iteration 17Q: 3 clusters Score -3318335 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3318411.500000 Penalty: 3400.722168
	Iteration 18Q: 3 clusters Score -3318412 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3318469.000000 Penalty: 3400.722168
	Iteration 19Q: 3 clusters Score -3318469 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3318536.750000 Penalty: 3400.722168
	Iteration 20F: 3 clusters Score -3318537 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3318597.250000 Penalty: 3400.722168
	Iteration 21Q: 3 clusters Score -3318597 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3318661.500000 Penalty: 3400.722168
	Iteration 22Q: 3 clusters Score -3318662 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3318715.500000 Penalty: 3400.722168
	Iteration 23Q: 3 clusters Score -3318716 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3318763.000000 Penalty: 3400.722168
	Iteration 24Q: 3 clusters Score -3318763 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3318797.750000 Penalty: 3400.722168
	Iteration 25Q: 3 clusters Score -3318798 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3318836.750000 Penalty: 3400.722168
	Iteration 26Q: 3 clusters Score -3318837 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3318869.750000 Penalty: 3400.722168
	Iteration 27Q: 3 clusters Score -3318870 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3318920.000000 Penalty: 3400.722168
	Iteration 28Q: 3 clusters Score -3318920 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3318960.750000 Penalty: 3400.722168
	Iteration 29Q: 3 clusters Score -3318961 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3319037.500000 Penalty: 3400.722168
	Iteration 30Q: 3 clusters Score -3319038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3319079.750000 Penalty: 3400.722168
	Iteration 31Q: 3 clusters Score -3319080 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3319143.500000 Penalty: 3400.722168
	Iteration 32Q: 3 clusters Score -3319144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3319199.750000 Penalty: 3400.722168
	Iteration 33Q: 3 clusters Score -3319200 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3319231.000000 Penalty: 3400.722168
	Iteration 34Q: 3 clusters Score -3319231 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3319271.500000 Penalty: 3400.722168
	Iteration 35Q: 3 clusters Score -3319272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3319308.250000 Penalty: 3400.722168
	Iteration 36Q: 3 clusters Score -3319308 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3319326.250000 Penalty: 3400.722168
	Iteration 37Q: 3 clusters Score -3319326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3319354.500000 Penalty: 3400.722168
	Iteration 38Q: 3 clusters Score -3319354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3319374.250000 Penalty: 3400.722168
	Iteration 39Q: 3 clusters Score -3319374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3319397.250000 Penalty: 3400.722168
	Iteration 40F: 3 clusters Score -3319397 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3319440.250000 Penalty: 3400.722168
	Iteration 41Q: 3 clusters Score -3319440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3319455.500000 Penalty: 3400.722168
	Iteration 42Q: 3 clusters Score -3319456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3319472.250000 Penalty: 3400.722168
	Iteration 43Q: 3 clusters Score -3319472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3319481.750000 Penalty: 3400.722168
	Iteration 44Q: 3 clusters Score -3319482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3319486.750000 Penalty: 3400.722168
	Iteration 45Q: 3 clusters Score -3319487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3319496.000000 Penalty: 3400.722168
	Iteration 46Q: 3 clusters Score -3319496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3319507.500000 Penalty: 3400.722168
	Iteration 47Q: 3 clusters Score -3319508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3319520.000000 Penalty: 3400.722168
	Iteration 48Q: 3 clusters Score -3319520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3319531.500000 Penalty: 3400.722168
	Iteration 49Q: 3 clusters Score -3319532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3319547.500000 Penalty: 3400.722168
	Iteration 50Q: 3 clusters Score -3319548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3319558.000000 Penalty: 3400.722168
	Iteration 51Q: 3 clusters Score -3319558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3319574.500000 Penalty: 3400.722168
	Iteration 52Q: 3 clusters Score -3319574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3319579.500000 Penalty: 3400.722168
	Iteration 53Q: 3 clusters Score -3319580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3319581.500000 Penalty: 3400.722168
	Iteration 54Q: 3 clusters Score -3319582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3319589.500000 Penalty: 3400.722168
	Iteration 55Q: 3 clusters Score -3319590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3319584.250000 Penalty: 3400.722168
	Iteration 56Q: 3 clusters Score -3319584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3319594.500000 Penalty: 3400.722168
	Iteration 57Q: 3 clusters Score -3319594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3319600.250000 Penalty: 3400.722168
	Iteration 58Q: 3 clusters Score -3319600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3319599.750000 Penalty: 3400.722168
	Iteration 59Q: 3 clusters Score -3319600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3319609.500000 Penalty: 3400.722168
	Iteration 60F: 3 clusters Score -3319610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3319608.750000 Penalty: 3400.722168
	Iteration 61Q: 3 clusters Score -3319609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3319613.750000 Penalty: 3400.722168
	Iteration 62Q: 3 clusters Score -3319614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3319616.250000 Penalty: 3400.722168
	Iteration 63Q: 3 clusters Score -3319616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3319615.750000 Penalty: 3400.722168
	Iteration 64Q: 3 clusters Score -3319616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3319621.750000 Penalty: 3400.722168
	Iteration 65Q: 3 clusters Score -3319622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3319618.750000 Penalty: 3400.722168
	Iteration 66Q: 3 clusters Score -3319619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3319629.500000 Penalty: 3400.722168
	Iteration 67Q: 3 clusters Score -3319630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3319627.500000 Penalty: 3400.722168
	Iteration 68Q: 3 clusters Score -3319628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3319625.500000 Penalty: 3400.722168
	Iteration 69Q: 3 clusters Score -3319626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3319621.500000 Penalty: 3400.722168
	Iteration 70Q: 3 clusters Score -3319622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3319621.500000 Penalty: 3400.722168
	Iteration 71Q: 3 clusters Score -3319622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3319627.500000 Penalty: 3400.722168
	Iteration 72Q: 3 clusters Score -3319628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3319631.750000 Penalty: 3400.722168
	Iteration 73Q: 3 clusters Score -3319632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3319628.500000 Penalty: 3400.722168
	Iteration 74Q: 3 clusters Score -3319628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3319630.750000 Penalty: 3400.722168
	Iteration 75Q: 3 clusters Score -3319631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3319631.250000 Penalty: 3400.722168
	Iteration 76Q: 3 clusters Score -3319631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3319632.250000 Penalty: 3400.722168
	Iteration 77Q: 3 clusters Score -3319632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3319634.000000 Penalty: 3400.722168
	Iteration 78Q: 3 clusters Score -3319634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3319631.000000 Penalty: 3400.722168
	Iteration 79Q: 3 clusters Score -3319631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3319630.250000 Penalty: 3400.722168
	Iteration 80F: 3 clusters Score -3319630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3319630.500000 Penalty: 3400.722168
	Iteration 81Q: 3 clusters Score -3319630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3319633.000000 Penalty: 3400.722168
	Iteration 82Q: 3 clusters Score -3319633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3319633.000000 Penalty: 3400.722168
	Iteration 83F: 3 clusters Score -3319633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Entering Unmasked Estep 
Score: -1037682.937500 Penalty: 1513.960449
	Iteration 0F: 2 clusters Score -1037683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1029909.000000 Penalty: 3027.920898
	Iteration 0F: 3 clusters Score -1029909 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1032436.375000 Penalty: 3027.920898
	Iteration 1F: 3 clusters Score -1032436 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1032643.250000 Penalty: 3027.920898
	Iteration 2F: 3 clusters Score -1032643 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1032803.062500 Penalty: 3027.920898
	Iteration 3Q: 3 clusters Score -1032803 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1032953.812500 Penalty: 3027.920898
	Iteration 4Q: 3 clusters Score -1032954 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1033102.062500 Penalty: 3027.920898
	Iteration 5Q: 3 clusters Score -1033102 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1033250.937500 Penalty: 3027.920898
	Iteration 6Q: 3 clusters Score -1033251 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1033388.000000 Penalty: 3027.920898
	Iteration 7Q: 3 clusters Score -1033388 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1033541.000000 Penalty: 3027.920898
	Iteration 8Q: 3 clusters Score -1033541 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1033682.875000 Penalty: 3027.920898
	Iteration 9Q: 3 clusters Score -1033683 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1033811.937500 Penalty: 3027.920898
	Iteration 10Q: 3 clusters Score -1033812 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1033954.625000 Penalty: 3027.920898
	Iteration 11Q: 3 clusters Score -1033955 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1034106.000000 Penalty: 3027.920898
	Iteration 12Q: 3 clusters Score -1034106 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1034255.500000 Penalty: 3027.920898
	Iteration 13Q: 3 clusters Score -1034256 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1034378.562500 Penalty: 3027.920898
	Iteration 14Q: 3 clusters Score -1034379 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1034501.562500 Penalty: 3027.920898
	Iteration 15Q: 3 clusters Score -1034502 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1034615.625000 Penalty: 3027.920898
	Iteration 16Q: 3 clusters Score -1034616 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1034704.937500 Penalty: 3027.920898
	Iteration 17Q: 3 clusters Score -1034705 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1034774.812500 Penalty: 3027.920898
	Iteration 18Q: 3 clusters Score -1034775 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1034820.562500 Penalty: 3027.920898
	Iteration 19Q: 3 clusters Score -1034821 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1034858.750000 Penalty: 3027.920898
	Iteration 20F: 3 clusters Score -1034859 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1034899.187500 Penalty: 3027.920898
	Iteration 21Q: 3 clusters Score -1034899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1034928.187500 Penalty: 3027.920898
	Iteration 22Q: 3 clusters Score -1034928 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1034958.562500 Penalty: 3027.920898
	Iteration 23Q: 3 clusters Score -1034959 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1034989.125000 Penalty: 3027.920898
	Iteration 24Q: 3 clusters Score -1034989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1035020.000000 Penalty: 3027.920898
	Iteration 25Q: 3 clusters Score -1035020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1035054.750000 Penalty: 3027.920898
	Iteration 26Q: 3 clusters Score -1035055 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1035093.562500 Penalty: 3027.920898
	Iteration 27Q: 3 clusters Score -1035094 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1035129.750000 Penalty: 3027.920898
	Iteration 28Q: 3 clusters Score -1035130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1035170.062500 Penalty: 3027.920898
	Iteration 29Q: 3 clusters Score -1035170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1035209.000000 Penalty: 3027.920898
	Iteration 30Q: 3 clusters Score -1035209 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1035253.062500 Penalty: 3027.920898
	Iteration 31Q: 3 clusters Score -1035253 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1035287.437500 Penalty: 3027.920898
	Iteration 32Q: 3 clusters Score -1035287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1035322.687500 Penalty: 3027.920898
	Iteration 33Q: 3 clusters Score -1035323 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1035347.187500 Penalty: 3027.920898
	Iteration 34Q: 3 clusters Score -1035347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1035374.687500 Penalty: 3027.920898
	Iteration 35Q: 3 clusters Score -1035375 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1035407.562500 Penalty: 3027.920898
	Iteration 36Q: 3 clusters Score -1035408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1035422.000000 Penalty: 3027.920898
	Iteration 37Q: 3 clusters Score -1035422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1035437.812500 Penalty: 3027.920898
	Iteration 38Q: 3 clusters Score -1035438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1035450.500000 Penalty: 3027.920898
	Iteration 39Q: 3 clusters Score -1035450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1035455.750000 Penalty: 3027.920898
	Iteration 40F: 3 clusters Score -1035456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1035464.125000 Penalty: 3027.920898
	Iteration 41Q: 3 clusters Score -1035464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1035472.187500 Penalty: 3027.920898
	Iteration 42Q: 3 clusters Score -1035472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1035471.500000 Penalty: 3027.920898
	Iteration 43Q: 3 clusters Score -1035472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1035477.437500 Penalty: 3027.920898
	Iteration 44Q: 3 clusters Score -1035477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1035479.937500 Penalty: 3027.920898
	Iteration 45Q: 3 clusters Score -1035480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1035482.187500 Penalty: 3027.920898
	Iteration 46Q: 3 clusters Score -1035482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1035480.687500 Penalty: 3027.920898
	Iteration 47Q: 3 clusters Score -1035481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1035484.500000 Penalty: 3027.920898
	Iteration 48Q: 3 clusters Score -1035484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1035484.750000 Penalty: 3027.920898
	Iteration 49Q: 3 clusters Score -1035485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1035495.125000 Penalty: 3027.920898
	Iteration 50Q: 3 clusters Score -1035495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1035501.937500 Penalty: 3027.920898
	Iteration 51Q: 3 clusters Score -1035502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1035511.187500 Penalty: 3027.920898
	Iteration 52Q: 3 clusters Score -1035511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1035518.250000 Penalty: 3027.920898
	Iteration 53Q: 3 clusters Score -1035518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1035521.500000 Penalty: 3027.920898
	Iteration 54Q: 3 clusters Score -1035522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1035526.687500 Penalty: 3027.920898
	Iteration 55Q: 3 clusters Score -1035527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1035530.062500 Penalty: 3027.920898
	Iteration 56Q: 3 clusters Score -1035530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1035534.500000 Penalty: 3027.920898
	Iteration 57Q: 3 clusters Score -1035534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1035537.562500 Penalty: 3027.920898
	Iteration 58Q: 3 clusters Score -1035538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1035538.875000 Penalty: 3027.920898
	Iteration 59Q: 3 clusters Score -1035539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1035542.062500 Penalty: 3027.920898
	Iteration 60F: 3 clusters Score -1035542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1035543.875000 Penalty: 3027.920898
	Iteration 61Q: 3 clusters Score -1035544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1035546.250000 Penalty: 3027.920898
	Iteration 62Q: 3 clusters Score -1035546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1035546.375000 Penalty: 3027.920898
	Iteration 63Q: 3 clusters Score -1035546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1035546.937500 Penalty: 3027.920898
	Iteration 64Q: 3 clusters Score -1035547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1035548.187500 Penalty: 3027.920898
	Iteration 65Q: 3 clusters Score -1035548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1035549.687500 Penalty: 3027.920898
	Iteration 66Q: 3 clusters Score -1035550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1035552.250000 Penalty: 3027.920898
	Iteration 67Q: 3 clusters Score -1035552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1035553.312500 Penalty: 3027.920898
	Iteration 68Q: 3 clusters Score -1035553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1035555.812500 Penalty: 3027.920898
	Iteration 69Q: 3 clusters Score -1035556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1035555.375000 Penalty: 3027.920898
	Iteration 70Q: 3 clusters Score -1035555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1035553.375000 Penalty: 3027.920898
	Iteration 71Q: 3 clusters Score -1035553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1035557.437500 Penalty: 3027.920898
	Iteration 72Q: 3 clusters Score -1035557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1035558.500000 Penalty: 3027.920898
	Iteration 73Q: 3 clusters Score -1035558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1035558.875000 Penalty: 3027.920898
	Iteration 74Q: 3 clusters Score -1035559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1035558.750000 Penalty: 3027.920898
	Iteration 75Q: 3 clusters Score -1035559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1035560.562500 Penalty: 3027.920898
	Iteration 76Q: 3 clusters Score -1035561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1035564.000000 Penalty: 3027.920898
	Iteration 77Q: 3 clusters Score -1035564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1035562.687500 Penalty: 3027.920898
	Iteration 78Q: 3 clusters Score -1035563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1035561.000000 Penalty: 3027.920898
	Iteration 79Q: 3 clusters Score -1035561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1035561.875000 Penalty: 3027.920898
	Iteration 80F: 3 clusters Score -1035562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1035562.437500 Penalty: 3027.920898
	Iteration 81Q: 3 clusters Score -1035562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1035563.062500 Penalty: 3027.920898
	Iteration 82Q: 3 clusters Score -1035563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1035563.812500 Penalty: 3027.920898
	Iteration 83Q: 3 clusters Score -1035564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1035564.062500 Penalty: 3027.920898
	Iteration 84Q: 3 clusters Score -1035564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1035564.687500 Penalty: 3027.920898
	Iteration 85Q: 3 clusters Score -1035565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1035564.125000 Penalty: 3027.920898
	Iteration 86Q: 3 clusters Score -1035564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1035563.875000 Penalty: 3027.920898
	Iteration 87Q: 3 clusters Score -1035564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1035567.562500 Penalty: 3027.920898
	Iteration 88Q: 3 clusters Score -1035568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1035565.937500 Penalty: 3027.920898
	Iteration 89Q: 3 clusters Score -1035566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1035565.750000 Penalty: 3027.920898
	Iteration 90Q: 3 clusters Score -1035566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1035569.187500 Penalty: 3027.920898
	Iteration 91Q: 3 clusters Score -1035569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1035566.875000 Penalty: 3027.920898
	Iteration 92Q: 3 clusters Score -1035567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1035569.125000 Penalty: 3027.920898
	Iteration 93Q: 3 clusters Score -1035569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1035570.937500 Penalty: 3027.920898
	Iteration 94Q: 3 clusters Score -1035571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1035570.937500 Penalty: 3027.920898
	Iteration 95Q: 3 clusters Score -1035571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1035568.687500 Penalty: 3027.920898
	Iteration 96Q: 3 clusters Score -1035569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1035571.937500 Penalty: 3027.920898
	Iteration 97Q: 3 clusters Score -1035572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1035571.062500 Penalty: 3027.920898
	Iteration 98Q: 3 clusters Score -1035571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1035570.875000 Penalty: 3027.920898
	Iteration 99Q: 3 clusters Score -1035571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1035572.875000 Penalty: 3027.920898
	Iteration 100F: 3 clusters Score -1035573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1035572.187500 Penalty: 3027.920898
	Iteration 101Q: 3 clusters Score -1035572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1035572.500000 Penalty: 3027.920898
	Iteration 102Q: 3 clusters Score -1035572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1035572.000000 Penalty: 3027.920898
	Iteration 103Q: 3 clusters Score -1035572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1035574.750000 Penalty: 3027.920898
	Iteration 104Q: 3 clusters Score -1035575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1035573.687500 Penalty: 3027.920898
	Iteration 105Q: 3 clusters Score -1035574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1035573.187500 Penalty: 3027.920898
	Iteration 106Q: 3 clusters Score -1035573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1035572.062500 Penalty: 3027.920898
	Iteration 107Q: 3 clusters Score -1035572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1035574.562500 Penalty: 3027.920898
	Iteration 108Q: 3 clusters Score -1035575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1035576.625000 Penalty: 3027.920898
	Iteration 109Q: 3 clusters Score -1035577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1035576.312500 Penalty: 3027.920898
	Iteration 110Q: 3 clusters Score -1035576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1035576.375000 Penalty: 3027.920898
	Iteration 111Q: 3 clusters Score -1035576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1035577.312500 Penalty: 3027.920898
	Iteration 112Q: 3 clusters Score -1035577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1035578.000000 Penalty: 3027.920898
	Iteration 113Q: 3 clusters Score -1035578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1035578.812500 Penalty: 3027.920898
	Iteration 114Q: 3 clusters Score -1035579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1035578.812500 Penalty: 3027.920898
	Iteration 115F: 3 clusters Score -1035579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168202 members 
Entering Unmasked Estep 
Score: -15780377.000000 Penalty: 1955.349609
	Iteration 0F: 2 clusters Score -1.578038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -15669317.000000 Penalty: 3910.699219
	Iteration 0F: 3 clusters Score -1.566932e+07 nChanged 81041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -15717623.000000 Penalty: 3910.699219
	Iteration 1F: 3 clusters Score -1.571762e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -15720038.000000 Penalty: 3910.699219
	Iteration 2Q: 3 clusters Score -1.572004e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 95529 members 
Entering Unmasked Estep 
Score: -15724376.000000 Penalty: 3910.699219
	Iteration 3F: 3 clusters Score -1.572438e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -15731000.000000 Penalty: 3910.699219
	Iteration 4F: 3 clusters Score -1.5731e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -15740179.000000 Penalty: 3910.699219
	Iteration 5F: 3 clusters Score -1.574018e+07 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 115415 members 
Entering Unmasked Estep 
Score: -15750137.000000 Penalty: 3910.699219
	Iteration 6F: 3 clusters Score -1.575014e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -15757887.000000 Penalty: 3910.699219
	Iteration 7F: 3 clusters Score -1.575789e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 122759 members 
Entering Unmasked Estep 
Score: -15761919.000000 Penalty: 3910.699219
	Iteration 8Q: 3 clusters Score -1.576192e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -15763503.000000 Penalty: 3910.699219
	Iteration 9Q: 3 clusters Score -1.57635e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 125309 members 
Entering Unmasked Estep 
Score: -15764282.000000 Penalty: 3910.699219
	Iteration 10Q: 3 clusters Score -1.576428e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 126279 members 
Entering Unmasked Estep 
Score: -15764987.000000 Penalty: 3910.699219
	Iteration 11Q: 3 clusters Score -1.576499e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 127143 members 
Entering Unmasked Estep 
Score: -15765606.000000 Penalty: 3910.699219
	Iteration 12Q: 3 clusters Score -1.576561e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 127861 members 
Entering Unmasked Estep 
Score: -15766122.000000 Penalty: 3910.699219
	Iteration 13Q: 3 clusters Score -1.576612e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 128495 members 
Entering Unmasked Estep 
Score: -15766538.000000 Penalty: 3910.699219
	Iteration 14Q: 3 clusters Score -1.576654e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 129049 members 
Entering Unmasked Estep 
Score: -15767016.000000 Penalty: 3910.699219
	Iteration 15Q: 3 clusters Score -1.576702e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 129451 members 
Entering Unmasked Estep 
Score: -15767365.000000 Penalty: 3910.699219
	Iteration 16Q: 3 clusters Score -1.576736e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -15767679.000000 Penalty: 3910.699219
	Iteration 17Q: 3 clusters Score -1.576768e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 130132 members 
Entering Unmasked Estep 
Score: -15767960.000000 Penalty: 3910.699219
	Iteration 18Q: 3 clusters Score -1.576796e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 130388 members 
Entering Unmasked Estep 
Score: -15768113.000000 Penalty: 3910.699219
	Iteration 19Q: 3 clusters Score -1.576811e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 130587 members 
Entering Unmasked Estep 
Score: -15768253.000000 Penalty: 3910.699219
	Iteration 20F: 3 clusters Score -1.576825e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 130758 members 
Entering Unmasked Estep 
Score: -15768407.000000 Penalty: 3910.699219
	Iteration 21Q: 3 clusters Score -1.576841e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 130948 members 
Entering Unmasked Estep 
Score: -15768553.000000 Penalty: 3910.699219
	Iteration 22Q: 3 clusters Score -1.576855e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 131170 members 
Entering Unmasked Estep 
Score: -15768696.000000 Penalty: 3910.699219
	Iteration 23Q: 3 clusters Score -1.57687e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 131369 members 
Entering Unmasked Estep 
Score: -15768775.000000 Penalty: 3910.699219
	Iteration 24Q: 3 clusters Score -1.576878e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 131514 members 
Entering Unmasked Estep 
Score: -15768827.000000 Penalty: 3910.699219
	Iteration 25Q: 3 clusters Score -1.576883e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 131676 members 
Entering Unmasked Estep 
Score: -15768875.000000 Penalty: 3910.699219
	Iteration 26Q: 3 clusters Score -1.576888e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -15768917.000000 Penalty: 3910.699219
	Iteration 27Q: 3 clusters Score -1.576892e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 131962 members 
Entering Unmasked Estep 
Score: -15769035.000000 Penalty: 3910.699219
	Iteration 28Q: 3 clusters Score -1.576904e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 132106 members 
Entering Unmasked Estep 
Score: -15769133.000000 Penalty: 3910.699219
	Iteration 29Q: 3 clusters Score -1.576913e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 132242 members 
Entering Unmasked Estep 
Score: -15769169.000000 Penalty: 3910.699219
	Iteration 30Q: 3 clusters Score -1.576917e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 132422 members 
Entering Unmasked Estep 
Score: -15769217.000000 Penalty: 3910.699219
	Iteration 31Q: 3 clusters Score -1.576922e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 132598 members 
Entering Unmasked Estep 
Score: -15769280.000000 Penalty: 3910.699219
	Iteration 32Q: 3 clusters Score -1.576928e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 132742 members 
Entering Unmasked Estep 
Score: -15769359.000000 Penalty: 3910.699219
	Iteration 33Q: 3 clusters Score -1.576936e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 132904 members 
Entering Unmasked Estep 
Score: -15769440.000000 Penalty: 3910.699219
	Iteration 34Q: 3 clusters Score -1.576944e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 133054 members 
Entering Unmasked Estep 
Score: -15769518.000000 Penalty: 3910.699219
	Iteration 35Q: 3 clusters Score -1.576952e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 133192 members 
Entering Unmasked Estep 
Score: -15769526.000000 Penalty: 3910.699219
	Iteration 36Q: 3 clusters Score -1.576953e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -15769574.000000 Penalty: 3910.699219
	Iteration 37Q: 3 clusters Score -1.576957e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 133443 members 
Entering Unmasked Estep 
Score: -15769635.000000 Penalty: 3910.699219
	Iteration 38Q: 3 clusters Score -1.576964e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -15769650.000000 Penalty: 3910.699219
	Iteration 39Q: 3 clusters Score -1.576965e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 133745 members 
Entering Unmasked Estep 
Score: -15769697.000000 Penalty: 3910.699219
	Iteration 40F: 3 clusters Score -1.57697e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 133897 members 
Entering Unmasked Estep 
Score: -15769768.000000 Penalty: 3910.699219
	Iteration 41Q: 3 clusters Score -1.576977e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 134059 members 
Entering Unmasked Estep 
Score: -15769831.000000 Penalty: 3910.699219
	Iteration 42Q: 3 clusters Score -1.576983e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
Score: -15769870.000000 Penalty: 3910.699219
	Iteration 43Q: 3 clusters Score -1.576987e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 134401 members 
Entering Unmasked Estep 
Score: -15769908.000000 Penalty: 3910.699219
	Iteration 44Q: 3 clusters Score -1.576991e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 134561 members 
Entering Unmasked Estep 
Score: -15769939.000000 Penalty: 3910.699219
	Iteration 45Q: 3 clusters Score -1.576994e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -15770013.000000 Penalty: 3910.699219
	Iteration 46Q: 3 clusters Score -1.577001e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 134917 members 
Entering Unmasked Estep 
Score: -15770063.000000 Penalty: 3910.699219
	Iteration 47Q: 3 clusters Score -1.577006e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 135115 members 
Entering Unmasked Estep 
Score: -15770093.000000 Penalty: 3910.699219
	Iteration 48Q: 3 clusters Score -1.577009e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 135319 members 
Entering Unmasked Estep 
Score: -15770164.000000 Penalty: 3910.699219
	Iteration 49Q: 3 clusters Score -1.577016e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 135497 members 
Entering Unmasked Estep 
Score: -15770239.000000 Penalty: 3910.699219
	Iteration 50Q: 3 clusters Score -1.577024e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 135677 members 
Entering Unmasked Estep 
Score: -15770312.000000 Penalty: 3910.699219
	Iteration 51Q: 3 clusters Score -1.577031e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -15770401.000000 Penalty: 3910.699219
	Iteration 52Q: 3 clusters Score -1.57704e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 136062 members 
Entering Unmasked Estep 
Score: -15770469.000000 Penalty: 3910.699219
	Iteration 53Q: 3 clusters Score -1.577047e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -15770519.000000 Penalty: 3910.699219
	Iteration 54Q: 3 clusters Score -1.577052e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 136476 members 
Entering Unmasked Estep 
Score: -15770638.000000 Penalty: 3910.699219
	Iteration 55Q: 3 clusters Score -1.577064e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 136701 members 
Entering Unmasked Estep 
Score: -15770680.000000 Penalty: 3910.699219
	Iteration 56Q: 3 clusters Score -1.577068e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -15770769.000000 Penalty: 3910.699219
	Iteration 57Q: 3 clusters Score -1.577077e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 137234 members 
Entering Unmasked Estep 
Score: -15770854.000000 Penalty: 3910.699219
	Iteration 58Q: 3 clusters Score -1.577085e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 137516 members 
Entering Unmasked Estep 
Score: -15770920.000000 Penalty: 3910.699219
	Iteration 59Q: 3 clusters Score -1.577092e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 137795 members 
Entering Unmasked Estep 
Score: -15771046.000000 Penalty: 3910.699219
	Iteration 60F: 3 clusters Score -1.577105e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -15771114.000000 Penalty: 3910.699219
	Iteration 61Q: 3 clusters Score -1.577111e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -15771192.000000 Penalty: 3910.699219
	Iteration 62Q: 3 clusters Score -1.577119e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 138603 members 
Entering Unmasked Estep 
Score: -15771246.000000 Penalty: 3910.699219
	Iteration 63Q: 3 clusters Score -1.577125e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 138878 members 
Entering Unmasked Estep 
Score: -15771340.000000 Penalty: 3910.699219
	Iteration 64Q: 3 clusters Score -1.577134e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 139169 members 
Entering Unmasked Estep 
Score: -15771389.000000 Penalty: 3910.699219
	Iteration 65Q: 3 clusters Score -1.577139e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 139475 members 
Entering Unmasked Estep 
Score: -15771506.000000 Penalty: 3910.699219
	Iteration 66Q: 3 clusters Score -1.577151e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 139820 members 
Entering Unmasked Estep 
Score: -15771650.000000 Penalty: 3910.699219
	Iteration 67Q: 3 clusters Score -1.577165e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -15771795.000000 Penalty: 3910.699219
	Iteration 68Q: 3 clusters Score -1.57718e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 140506 members 
Entering Unmasked Estep 
Score: -15771959.000000 Penalty: 3910.699219
	Iteration 69Q: 3 clusters Score -1.577196e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 140843 members 
Entering Unmasked Estep 
Score: -15772074.000000 Penalty: 3910.699219
	Iteration 70Q: 3 clusters Score -1.577207e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -15772145.000000 Penalty: 3910.699219
	Iteration 71Q: 3 clusters Score -1.577214e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 141605 members 
Entering Unmasked Estep 
Score: -15772360.000000 Penalty: 3910.699219
	Iteration 72Q: 3 clusters Score -1.577236e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 142037 members 
Entering Unmasked Estep 
Score: -15772507.000000 Penalty: 3910.699219
	Iteration 73Q: 3 clusters Score -1.577251e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 142491 members 
Entering Unmasked Estep 
Score: -15772629.000000 Penalty: 3910.699219
	Iteration 74Q: 3 clusters Score -1.577263e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 142931 members 
Entering Unmasked Estep 
Score: -15772740.000000 Penalty: 3910.699219
	Iteration 75Q: 3 clusters Score -1.577274e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 143369 members 
Entering Unmasked Estep 
Score: -15772882.000000 Penalty: 3910.699219
	Iteration 76Q: 3 clusters Score -1.577288e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 143829 members 
Entering Unmasked Estep 
Score: -15773017.000000 Penalty: 3910.699219
	Iteration 77Q: 3 clusters Score -1.577302e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 144279 members 
Entering Unmasked Estep 
Score: -15773149.000000 Penalty: 3910.699219
	Iteration 78Q: 3 clusters Score -1.577315e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -15773384.000000 Penalty: 3910.699219
	Iteration 79Q: 3 clusters Score -1.577338e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -15773575.000000 Penalty: 3910.699219
	Iteration 80F: 3 clusters Score -1.577358e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 145654 members 
Entering Unmasked Estep 
Score: -15773747.000000 Penalty: 3910.699219
	Iteration 81Q: 3 clusters Score -1.577375e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 146110 members 
Entering Unmasked Estep 
Score: -15773902.000000 Penalty: 3910.699219
	Iteration 82Q: 3 clusters Score -1.57739e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 146597 members 
Entering Unmasked Estep 
Score: -15774072.000000 Penalty: 3910.699219
	Iteration 83Q: 3 clusters Score -1.577407e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -15774237.000000 Penalty: 3910.699219
	Iteration 84Q: 3 clusters Score -1.577424e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 147529 members 
Entering Unmasked Estep 
Score: -15774434.000000 Penalty: 3910.699219
	Iteration 85Q: 3 clusters Score -1.577443e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -15774550.000000 Penalty: 3910.699219
	Iteration 86Q: 3 clusters Score -1.577455e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -15774808.000000 Penalty: 3910.699219
	Iteration 87Q: 3 clusters Score -1.577481e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 148921 members 
Entering Unmasked Estep 
Score: -15775150.000000 Penalty: 3910.699219
	Iteration 88Q: 3 clusters Score -1.577515e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
Score: -15775418.000000 Penalty: 3910.699219
	Iteration 89Q: 3 clusters Score -1.577542e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 150114 members 
Entering Unmasked Estep 
Score: -15775739.000000 Penalty: 3910.699219
	Iteration 90Q: 3 clusters Score -1.577574e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 150799 members 
Entering Unmasked Estep 
Score: -15776112.000000 Penalty: 3910.699219
	Iteration 91Q: 3 clusters Score -1.577611e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -15776532.000000 Penalty: 3910.699219
	Iteration 92Q: 3 clusters Score -1.577653e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 152540 members 
Entering Unmasked Estep 
Score: -15777093.000000 Penalty: 3910.699219
	Iteration 93Q: 3 clusters Score -1.577709e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 153600 members 
Entering Unmasked Estep 
Score: -15777648.000000 Penalty: 3910.699219
	Iteration 94Q: 3 clusters Score -1.577765e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 154726 members 
Entering Unmasked Estep 
Score: -15778015.000000 Penalty: 3910.699219
	Iteration 95Q: 3 clusters Score -1.577802e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -15778423.000000 Penalty: 3910.699219
	Iteration 96Q: 3 clusters Score -1.577842e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -15778816.000000 Penalty: 3910.699219
	Iteration 97Q: 3 clusters Score -1.577882e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 158101 members 
Entering Unmasked Estep 
Score: -15779148.000000 Penalty: 3910.699219
	Iteration 98Q: 3 clusters Score -1.577915e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -15779429.000000 Penalty: 3910.699219
	Iteration 99Q: 3 clusters Score -1.577943e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 160157 members 
Entering Unmasked Estep 
Score: -15779574.000000 Penalty: 3910.699219
	Iteration 100F: 3 clusters Score -1.577957e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 161050 members 
Entering Unmasked Estep 
Score: -15779758.000000 Penalty: 3910.699219
	Iteration 101Q: 3 clusters Score -1.577976e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 161846 members 
Entering Unmasked Estep 
Score: -15779829.000000 Penalty: 3910.699219
	Iteration 102Q: 3 clusters Score -1.577983e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 162536 members 
Entering Unmasked Estep 
Score: -15779897.000000 Penalty: 3910.699219
	Iteration 103Q: 3 clusters Score -1.57799e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -15779910.000000 Penalty: 3910.699219
	Iteration 104Q: 3 clusters Score -1.577991e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -15779869.000000 Penalty: 3910.699219
	Iteration 105Q: 3 clusters Score -1.577987e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -15779880.000000 Penalty: 3910.699219
	Iteration 106Q: 3 clusters Score -1.577988e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -15779886.000000 Penalty: 3910.699219
	Iteration 107Q: 3 clusters Score -1.577989e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -15779860.000000 Penalty: 3910.699219
	Iteration 108Q: 3 clusters Score -1.577986e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -15779846.000000 Penalty: 3910.699219
	Iteration 109Q: 3 clusters Score -1.577985e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -15779856.000000 Penalty: 3910.699219
	Iteration 110Q: 3 clusters Score -1.577986e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 165683 members 
Entering Unmasked Estep 
Score: -15779792.000000 Penalty: 3910.699219
	Iteration 111Q: 3 clusters Score -1.577979e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 165875 members 
Entering Unmasked Estep 
Score: -15779839.000000 Penalty: 3910.699219
	Iteration 112Q: 3 clusters Score -1.577984e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 166003 members 
Entering Unmasked Estep 
Score: -15779846.000000 Penalty: 3910.699219
	Iteration 113Q: 3 clusters Score -1.577985e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 166118 members 
Entering Unmasked Estep 
Score: -15779826.000000 Penalty: 3910.699219
	Iteration 114Q: 3 clusters Score -1.577983e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -15779770.000000 Penalty: 3910.699219
	Iteration 115Q: 3 clusters Score -1.577977e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 166288 members 
Entering Unmasked Estep 
Score: -15779738.000000 Penalty: 3910.699219
	Iteration 116Q: 3 clusters Score -1.577974e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 166343 members 
Entering Unmasked Estep 
Score: -15779720.000000 Penalty: 3910.699219
	Iteration 117Q: 3 clusters Score -1.577972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 166399 members 
Entering Unmasked Estep 
Score: -15779710.000000 Penalty: 3910.699219
	Iteration 118Q: 3 clusters Score -1.577971e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 166455 members 
Entering Unmasked Estep 
Score: -15779724.000000 Penalty: 3910.699219
	Iteration 119Q: 3 clusters Score -1.577972e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 166498 members 
Entering Unmasked Estep 
Score: -15779729.000000 Penalty: 3910.699219
	Iteration 120F: 3 clusters Score -1.577973e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 166540 members 
Entering Unmasked Estep 
Score: -15779715.000000 Penalty: 3910.699219
	Iteration 121Q: 3 clusters Score -1.577972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 166568 members 
Entering Unmasked Estep 
Score: -15779700.000000 Penalty: 3910.699219
	Iteration 122Q: 3 clusters Score -1.57797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -15779672.000000 Penalty: 3910.699219
	Iteration 123Q: 3 clusters Score -1.577967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -15779694.000000 Penalty: 3910.699219
	Iteration 124Q: 3 clusters Score -1.577969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -15779689.000000 Penalty: 3910.699219
	Iteration 125Q: 3 clusters Score -1.577969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 166649 members 
Entering Unmasked Estep 
Score: -15779696.000000 Penalty: 3910.699219
	Iteration 126Q: 3 clusters Score -1.57797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -15779702.000000 Penalty: 3910.699219
	Iteration 127Q: 3 clusters Score -1.57797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 166688 members 
Entering Unmasked Estep 
Score: -15779686.000000 Penalty: 3910.699219
	Iteration 128Q: 3 clusters Score -1.577969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -15779697.000000 Penalty: 3910.699219
	Iteration 129Q: 3 clusters Score -1.57797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 166718 members 
Entering Unmasked Estep 
Score: -15779669.000000 Penalty: 3910.699219
	Iteration 130Q: 3 clusters Score -1.577967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 166728 members 
Entering Unmasked Estep 
Score: -15779694.000000 Penalty: 3910.699219
	Iteration 131Q: 3 clusters Score -1.577969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 166738 members 
Entering Unmasked Estep 
Score: -15779694.000000 Penalty: 3910.699219
	Iteration 132Q: 3 clusters Score -1.577969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -15779689.000000 Penalty: 3910.699219
	Iteration 133Q: 3 clusters Score -1.577969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 166764 members 
Entering Unmasked Estep 
Score: -15779675.000000 Penalty: 3910.699219
	Iteration 134Q: 3 clusters Score -1.577968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -15779677.000000 Penalty: 3910.699219
	Iteration 135Q: 3 clusters Score -1.577968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -15779680.000000 Penalty: 3910.699219
	Iteration 136Q: 3 clusters Score -1.577968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 166798 members 
Entering Unmasked Estep 
Score: -15779679.000000 Penalty: 3910.699219
	Iteration 137Q: 3 clusters Score -1.577968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 166814 members 
Entering Unmasked Estep 
Score: -15779673.000000 Penalty: 3910.699219
	Iteration 138Q: 3 clusters Score -1.577967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 166828 members 
Entering Unmasked Estep 
Score: -15779675.000000 Penalty: 3910.699219
	Iteration 139Q: 3 clusters Score -1.577968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 166836 members 
Entering Unmasked Estep 
Score: -15779660.000000 Penalty: 3910.699219
	Iteration 140F: 3 clusters Score -1.577966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -15779665.000000 Penalty: 3910.699219
	Iteration 141Q: 3 clusters Score -1.577966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 166846 members 
Entering Unmasked Estep 
Score: -15779674.000000 Penalty: 3910.699219
	Iteration 142Q: 3 clusters Score -1.577967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -15779681.000000 Penalty: 3910.699219
	Iteration 143Q: 3 clusters Score -1.577968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -15779675.000000 Penalty: 3910.699219
	Iteration 144Q: 3 clusters Score -1.577968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -15779682.000000 Penalty: 3910.699219
	Iteration 145Q: 3 clusters Score -1.577968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -15779676.000000 Penalty: 3910.699219
	Iteration 146Q: 3 clusters Score -1.577968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 166855 members 
Entering Unmasked Estep 
Score: -15779660.000000 Penalty: 3910.699219
	Iteration 147Q: 3 clusters Score -1.577966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 166857 members 
Entering Unmasked Estep 
Score: -15779664.000000 Penalty: 3910.699219
	Iteration 148Q: 3 clusters Score -1.577966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 166860 members 
Entering Unmasked Estep 
Score: -15779662.000000 Penalty: 3910.699219
	Iteration 149Q: 3 clusters Score -1.577966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -15779665.000000 Penalty: 3910.699219
	Iteration 150Q: 3 clusters Score -1.577966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -15779670.000000 Penalty: 3910.699219
	Iteration 151Q: 3 clusters Score -1.577967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -15779678.000000 Penalty: 3910.699219
	Iteration 152Q: 3 clusters Score -1.577968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -15779676.000000 Penalty: 3910.699219
	Iteration 153Q: 3 clusters Score -1.577968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 166866 members 
Entering Unmasked Estep 
Score: -15779677.000000 Penalty: 3910.699219
	Iteration 154Q: 3 clusters Score -1.577968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 166868 members 
Entering Unmasked Estep 
Score: -15779671.000000 Penalty: 3910.699219
	Iteration 155Q: 3 clusters Score -1.577967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 166871 members 
Entering Unmasked Estep 
Score: -15779677.000000 Penalty: 3910.699219
	Iteration 156Q: 3 clusters Score -1.577968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -15779687.000000 Penalty: 3910.699219
	Iteration 157Q: 3 clusters Score -1.577969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -15779688.000000 Penalty: 3910.699219
	Iteration 158Q: 3 clusters Score -1.577969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 166879 members 
Entering Unmasked Estep 
Score: -15779678.000000 Penalty: 3910.699219
	Iteration 159Q: 3 clusters Score -1.577968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 166881 members 
Entering Unmasked Estep 
Score: -15779681.000000 Penalty: 3910.699219
	Iteration 160F: 3 clusters Score -1.577968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -15779676.000000 Penalty: 3910.699219
	Iteration 161Q: 3 clusters Score -1.577968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -15779691.000000 Penalty: 3910.699219
	Iteration 162Q: 3 clusters Score -1.577969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -15779677.000000 Penalty: 3910.699219
	Iteration 163Q: 3 clusters Score -1.577968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 166885 members 
Entering Unmasked Estep 
Score: -15779671.000000 Penalty: 3910.699219
	Iteration 164Q: 3 clusters Score -1.577967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 166885 members 
Entering Unmasked Estep 
Score: -15779669.000000 Penalty: 3910.699219
	Iteration 165Q: 3 clusters Score -1.577967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 166888 members 
Entering Unmasked Estep 
Score: -15779671.000000 Penalty: 3910.699219
	Iteration 166Q: 3 clusters Score -1.577967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -15779675.000000 Penalty: 3910.699219
	Iteration 167Q: 3 clusters Score -1.577968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -15779672.000000 Penalty: 3910.699219
	Iteration 168Q: 3 clusters Score -1.577967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 166892 members 
Entering Unmasked Estep 
Score: -15779672.000000 Penalty: 3910.699219
	Iteration 169Q: 3 clusters Score -1.577967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -15779667.000000 Penalty: 3910.699219
	Iteration 170Q: 3 clusters Score -1.577967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 166897 members 
Entering Unmasked Estep 
Score: -15779662.000000 Penalty: 3910.699219
	Iteration 171Q: 3 clusters Score -1.577966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 166897 members 
Entering Unmasked Estep 
Score: -15779663.000000 Penalty: 3910.699219
	Iteration 172Q: 3 clusters Score -1.577966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 166898 members 
Entering Unmasked Estep 
Score: -15779664.000000 Penalty: 3910.699219
	Iteration 173Q: 3 clusters Score -1.577966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 166899 members 
Entering Unmasked Estep 
Score: -15779657.000000 Penalty: 3910.699219
	Iteration 174Q: 3 clusters Score -1.577966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 166901 members 
Entering Unmasked Estep 
Score: -15779654.000000 Penalty: 3910.699219
	Iteration 175Q: 3 clusters Score -1.577965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -15779661.000000 Penalty: 3910.699219
	Iteration 176Q: 3 clusters Score -1.577966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 166905 members 
Entering Unmasked Estep 
Score: -15779658.000000 Penalty: 3910.699219
	Iteration 177Q: 3 clusters Score -1.577966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 166904 members 
Entering Unmasked Estep 
Score: -15779654.000000 Penalty: 3910.699219
	Iteration 178Q: 3 clusters Score -1.577965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 166904 members 
Entering Unmasked Estep 
Score: -15779654.000000 Penalty: 3910.699219
	Iteration 179F: 3 clusters Score -1.577965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Entering Unmasked Estep 
Score: -5791899.500000 Penalty: 1791.255615
	Iteration 0F: 2 clusters Score -5791900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5751049.500000 Penalty: 3582.511230
	Iteration 0F: 3 clusters Score -5751050 nChanged 28972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -5767421.500000 Penalty: 3582.511230
	Iteration 1F: 3 clusters Score -5767422 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -5767878.000000 Penalty: 3582.511230
	Iteration 2Q: 3 clusters Score -5767878 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5768377.000000 Penalty: 3582.511230
	Iteration 3Q: 3 clusters Score -5768377 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -5769118.000000 Penalty: 3582.511230
	Iteration 4Q: 3 clusters Score -5769118 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -5770151.000000 Penalty: 3582.511230
	Iteration 5Q: 3 clusters Score -5770151 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5771669.000000 Penalty: 3582.511230
	Iteration 6Q: 3 clusters Score -5771669 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -5773775.500000 Penalty: 3582.511230
	Iteration 7F: 3 clusters Score -5773776 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -5776367.500000 Penalty: 3582.511230
	Iteration 8F: 3 clusters Score -5776368 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5779137.000000 Penalty: 3582.511230
	Iteration 9F: 3 clusters Score -5779137 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -5781470.500000 Penalty: 3582.511230
	Iteration 10F: 3 clusters Score -5781470 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -5782915.500000 Penalty: 3582.511230
	Iteration 11Q: 3 clusters Score -5782916 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5783438.000000 Penalty: 3582.511230
	Iteration 12Q: 3 clusters Score -5783438 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -5783658.500000 Penalty: 3582.511230
	Iteration 13Q: 3 clusters Score -5783658 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -5783771.500000 Penalty: 3582.511230
	Iteration 14Q: 3 clusters Score -5783772 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -5783918.000000 Penalty: 3582.511230
	Iteration 15Q: 3 clusters Score -5783918 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -5784084.000000 Penalty: 3582.511230
	Iteration 16Q: 3 clusters Score -5784084 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -5784178.000000 Penalty: 3582.511230
	Iteration 17Q: 3 clusters Score -5784178 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -5784276.000000 Penalty: 3582.511230
	Iteration 18Q: 3 clusters Score -5784276 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -5784425.000000 Penalty: 3582.511230
	Iteration 19Q: 3 clusters Score -5784425 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5784574.500000 Penalty: 3582.511230
	Iteration 20F: 3 clusters Score -5784574 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -5784723.500000 Penalty: 3582.511230
	Iteration 21Q: 3 clusters Score -5784724 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -5784815.500000 Penalty: 3582.511230
	Iteration 22Q: 3 clusters Score -5784816 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -5784924.000000 Penalty: 3582.511230
	Iteration 23Q: 3 clusters Score -5784924 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -5785035.000000 Penalty: 3582.511230
	Iteration 24Q: 3 clusters Score -5785035 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -5785113.500000 Penalty: 3582.511230
	Iteration 25Q: 3 clusters Score -5785114 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -5785166.000000 Penalty: 3582.511230
	Iteration 26Q: 3 clusters Score -5785166 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -5785177.000000 Penalty: 3582.511230
	Iteration 27Q: 3 clusters Score -5785177 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -5785208.000000 Penalty: 3582.511230
	Iteration 28Q: 3 clusters Score -5785208 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5785224.000000 Penalty: 3582.511230
	Iteration 29Q: 3 clusters Score -5785224 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -5785249.500000 Penalty: 3582.511230
	Iteration 30Q: 3 clusters Score -5785250 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -5785271.000000 Penalty: 3582.511230
	Iteration 31Q: 3 clusters Score -5785271 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -5785288.500000 Penalty: 3582.511230
	Iteration 32Q: 3 clusters Score -5785288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -5785327.000000 Penalty: 3582.511230
	Iteration 33Q: 3 clusters Score -5785327 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -5785350.500000 Penalty: 3582.511230
	Iteration 34Q: 3 clusters Score -5785350 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5785357.000000 Penalty: 3582.511230
	Iteration 35Q: 3 clusters Score -5785357 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5785357.000000 Penalty: 3582.511230
	Iteration 36Q: 3 clusters Score -5785357 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -5785370.000000 Penalty: 3582.511230
	Iteration 37Q: 3 clusters Score -5785370 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -5785380.500000 Penalty: 3582.511230
	Iteration 38Q: 3 clusters Score -5785380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -5785381.000000 Penalty: 3582.511230
	Iteration 39Q: 3 clusters Score -5785381 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5785385.500000 Penalty: 3582.511230
	Iteration 40F: 3 clusters Score -5785386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -5785400.500000 Penalty: 3582.511230
	Iteration 41Q: 3 clusters Score -5785400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5785421.000000 Penalty: 3582.511230
	Iteration 42Q: 3 clusters Score -5785421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -5785415.500000 Penalty: 3582.511230
	Iteration 43Q: 3 clusters Score -5785416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -5785423.500000 Penalty: 3582.511230
	Iteration 44Q: 3 clusters Score -5785424 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5785429.000000 Penalty: 3582.511230
	Iteration 45Q: 3 clusters Score -5785429 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -5785443.000000 Penalty: 3582.511230
	Iteration 46Q: 3 clusters Score -5785443 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -5785430.500000 Penalty: 3582.511230
	Iteration 47Q: 3 clusters Score -5785430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -5785447.000000 Penalty: 3582.511230
	Iteration 48Q: 3 clusters Score -5785447 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -5785445.000000 Penalty: 3582.511230
	Iteration 49Q: 3 clusters Score -5785445 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5785425.500000 Penalty: 3582.511230
	Iteration 50Q: 3 clusters Score -5785426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -5785453.000000 Penalty: 3582.511230
	Iteration 51Q: 3 clusters Score -5785453 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -5785475.000000 Penalty: 3582.511230
	Iteration 52Q: 3 clusters Score -5785475 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -5785502.000000 Penalty: 3582.511230
	Iteration 53Q: 3 clusters Score -5785502 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -5785527.500000 Penalty: 3582.511230
	Iteration 54Q: 3 clusters Score -5785528 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5785536.000000 Penalty: 3582.511230
	Iteration 55Q: 3 clusters Score -5785536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -5785562.500000 Penalty: 3582.511230
	Iteration 56Q: 3 clusters Score -5785562 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -5785594.500000 Penalty: 3582.511230
	Iteration 57Q: 3 clusters Score -5785594 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -5785610.000000 Penalty: 3582.511230
	Iteration 58Q: 3 clusters Score -5785610 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5785634 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5785660 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5785671 nChanged 233
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Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5785706 nChanged 260
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Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5785722 nChanged 286
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5785772 nChanged 327
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Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5785799 nChanged 335
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5785836 nChanged 340
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5785880 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5785928 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5785948 nChanged 381
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5785998 nChanged 392
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Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5786077 nChanged 362
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Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5786134 nChanged 383
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Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5786208 nChanged 404
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Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5786262 nChanged 450
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5786324 nChanged 473
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5786376 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5786468 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5786512 nChanged 493
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5786606 nChanged 470
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5786697 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5786771 nChanged 496
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Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5786869 nChanged 527
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5786975 nChanged 511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5787069 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5787218 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5787375 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5787496 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5788196 nChanged 574
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Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5788616 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5788752 nChanged 565
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Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5788894 nChanged 545
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Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5789059 nChanged 475
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Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5789210 nChanged 485
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5789334 nChanged 465
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Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5789492 nChanged 400
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Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5789610 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5789706 nChanged 313
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Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5789768 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5789840 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5789935 nChanged 272
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Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5789974 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5790042 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5790094 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5790164 nChanged 197
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Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5790198 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5790260 nChanged 142
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Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5790284 nChanged 125
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Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5790308 nChanged 137
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Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5790356 nChanged 154
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Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5790401 nChanged 147
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Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5790447 nChanged 144
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Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5790481 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5790502 nChanged 104
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Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5790512 nChanged 105
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Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5790542 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5790565 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5790594 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5790614 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5790636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5790644 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5790661 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5790683 nChanged 47
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Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 1535 members 
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	Iteration 129Q: 3 clusters Score -5790697 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5790696 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5790702 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5790710 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5790720 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5790722 nChanged 8
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Mstep: Class 1 contains 59875 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5790726 nChanged 9
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Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5790714 nChanged 9
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Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5790723 nChanged 11
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	Iteration 138Q: 3 clusters Score -5790725 nChanged 13
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5790729 nChanged 13
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Mstep: Class 1 contains 59930 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5790734 nChanged 6
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Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5790738 nChanged 6
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	Iteration 142Q: 3 clusters Score -5790742 nChanged 6
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Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5790746 nChanged 2
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	Iteration 144Q: 3 clusters Score -5790748 nChanged 1
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	Iteration 145Q: 3 clusters Score -5790748 nChanged 4
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5790752 nChanged 3
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	Iteration 147Q: 3 clusters Score -5790752 nChanged 3
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	Iteration 148Q: 3 clusters Score -5790758 nChanged 4
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	Iteration 149Q: 3 clusters Score -5790751 nChanged 4
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	Iteration 150Q: 3 clusters Score -5790752 nChanged 5
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Mstep: Class 2 contains 1300 members 
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	Iteration 151Q: 3 clusters Score -5790750 nChanged 4
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Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5790744.500000 Penalty: 3582.511230
	Iteration 152Q: 3 clusters Score -5790744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5790744.500000 Penalty: 3582.511230
	Iteration 153F: 3 clusters Score -5790744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -53025.148438 Penalty: 1046.394409
	Iteration 0F: 2 clusters Score -53025.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51871.507812 Penalty: 2092.788818
	Iteration 0F: 3 clusters Score -51871.51 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52078.066406 Penalty: 2092.788818
	Iteration 1F: 3 clusters Score -52078.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52114.421875 Penalty: 2092.788818
	Iteration 2F: 3 clusters Score -52114.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52136.609375 Penalty: 2092.788818
	Iteration 3Q: 3 clusters Score -52136.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52145.753906 Penalty: 2092.788818
	Iteration 4Q: 3 clusters Score -52145.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52152.914062 Penalty: 2092.788818
	Iteration 5Q: 3 clusters Score -52152.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52156.832031 Penalty: 2092.788818
	Iteration 6Q: 3 clusters Score -52156.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52161.527344 Penalty: 2092.788818
	Iteration 7Q: 3 clusters Score -52161.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52163.019531 Penalty: 2092.788818
	Iteration 8Q: 3 clusters Score -52163.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52164.816406 Penalty: 2092.788818
	Iteration 9Q: 3 clusters Score -52164.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52165.554688 Penalty: 2092.788818
	Iteration 10Q: 3 clusters Score -52165.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52165.554688 Penalty: 2092.788818
	Iteration 11F: 3 clusters Score -52165.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -80639.109375 Penalty: 1186.326782
	Iteration 0F: 2 clusters Score -80639.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -79450.515625 Penalty: 2372.653564
	Iteration 0F: 3 clusters Score -79450.52 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -82197.460938 Penalty: 2372.653564
	Iteration 1F: 3 clusters Score -82197.46 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -82740.835938 Penalty: 2372.653564
	Iteration 2F: 3 clusters Score -82740.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -83121.218750 Penalty: 2372.653564
	Iteration 3F: 3 clusters Score -83121.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -83236.570312 Penalty: 2372.653564
	Iteration 4Q: 3 clusters Score -83236.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -83291.250000 Penalty: 2372.653564
	Iteration 5Q: 3 clusters Score -83291.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -83347.343750 Penalty: 2372.653564
	Iteration 6Q: 3 clusters Score -83347.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -83405.117188 Penalty: 2372.653564
	Iteration 7Q: 3 clusters Score -83405.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -83478.171875 Penalty: 2372.653564
	Iteration 8Q: 3 clusters Score -83478.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -83512.523438 Penalty: 2372.653564
	Iteration 9Q: 3 clusters Score -83512.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -83521.671875 Penalty: 2372.653564
	Iteration 10Q: 3 clusters Score -83521.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -83527.320312 Penalty: 2372.653564
	Iteration 11Q: 3 clusters Score -83527.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -83531.101562 Penalty: 2372.653564
	Iteration 12Q: 3 clusters Score -83531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -83538.218750 Penalty: 2372.653564
	Iteration 13Q: 3 clusters Score -83538.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -83539.242188 Penalty: 2372.653564
	Iteration 14Q: 3 clusters Score -83539.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -83539.468750 Penalty: 2372.653564
	Iteration 15Q: 3 clusters Score -83539.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -83539.460938 Penalty: 2372.653564
	Iteration 16Q: 3 clusters Score -83539.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -83539.710938 Penalty: 2372.653564
	Iteration 17Q: 3 clusters Score -83539.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -83545.179688 Penalty: 2372.653564
	Iteration 18F: 3 clusters Score -83545.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -83573.023438 Penalty: 2372.653564
	Iteration 19Q: 3 clusters Score -83573.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -83592.445312 Penalty: 2372.653564
	Iteration 20F: 3 clusters Score -83592.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -83605.039062 Penalty: 2372.653564
	Iteration 21Q: 3 clusters Score -83605.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -83608.812500 Penalty: 2372.653564
	Iteration 22Q: 3 clusters Score -83608.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -83609.609375 Penalty: 2372.653564
	Iteration 23Q: 3 clusters Score -83609.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -83610.906250 Penalty: 2372.653564
	Iteration 24Q: 3 clusters Score -83610.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -83611.015625 Penalty: 2372.653564
	Iteration 25Q: 3 clusters Score -83611.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -83611.015625 Penalty: 2372.653564
	Iteration 26F: 3 clusters Score -83611.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 291341 members 
Mstep: Class 5 contains 54747 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 9 contains 29999 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 16 contains 168202 members 
Mstep: Class 17 contains 61274 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 49946 members 
Entering Unmasked Estep 
Score: -66457648.000000 Penalty: 39473.859375
Splitting cluster 19 changes total score from -66451884.000000 to -66457648.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 21 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -119678.898438 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -119678.9 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 748 members 
Entering Unmasked Estep 
Score: -117939.812500 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -117939.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118564.585938 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -118564.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119149.710938 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -119149.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119726.992188 Penalty: 2374.186279
	Iteration 3F: 3 clusters Score -119727 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119963.164062 Penalty: 2374.186279
	Iteration 4F: 3 clusters Score -119963.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -120019.601562 Penalty: 2374.186279
	Iteration 5Q: 3 clusters Score -120019.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -120047.156250 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -120047.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120063.781250 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -120063.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120070.429688 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -120070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120072.164062 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -120072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120072.585938 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -120072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -120073.031250 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -120073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -120073.031250 Penalty: 2374.186279
	Iteration 12F: 3 clusters Score -120073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 291341 members 
Mstep: Class 5 contains 54747 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 9 contains 29999 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 16 contains 168202 members 
Mstep: Class 17 contains 61274 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 49946 members 
Entering Unmasked Estep 
Score: -66456996.000000 Penalty: 41666.851562
Splitting cluster 21 changes total score from -66451884.000000 to -66456996.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 22 (49946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Entering Unmasked Estep 
Score: -4721783.000000 Penalty: 1758.038452
	Iteration 0F: 2 clusters Score -4721783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4688567.000000 Penalty: 3516.076904
	Iteration 0F: 3 clusters Score -4688567 nChanged 23317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4701609.500000 Penalty: 3516.076904
	Iteration 1F: 3 clusters Score -4701610 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -4702297.500000 Penalty: 3516.076904
	Iteration 2Q: 3 clusters Score -4702298 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -4703197.000000 Penalty: 3516.076904
	Iteration 3Q: 3 clusters Score -4703197 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4704164.500000 Penalty: 3516.076904
	Iteration 4Q: 3 clusters Score -4704164 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4705338.000000 Penalty: 3516.076904
	Iteration 5Q: 3 clusters Score -4705338 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4706748.500000 Penalty: 3516.076904
	Iteration 6Q: 3 clusters Score -4706748 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4708389.500000 Penalty: 3516.076904
	Iteration 7F: 3 clusters Score -4708390 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4710106.500000 Penalty: 3516.076904
	Iteration 8F: 3 clusters Score -4710106 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4711712.500000 Penalty: 3516.076904
	Iteration 9F: 3 clusters Score -4711712 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4713082.500000 Penalty: 3516.076904
	Iteration 10Q: 3 clusters Score -4713082 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4714066.500000 Penalty: 3516.076904
	Iteration 11Q: 3 clusters Score -4714066 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4714662.500000 Penalty: 3516.076904
	Iteration 12Q: 3 clusters Score -4714662 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4715078.000000 Penalty: 3516.076904
	Iteration 13Q: 3 clusters Score -4715078 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4715310.000000 Penalty: 3516.076904
	Iteration 14Q: 3 clusters Score -4715310 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -4715503.000000 Penalty: 3516.076904
	Iteration 15Q: 3 clusters Score -4715503 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4715668.500000 Penalty: 3516.076904
	Iteration 16Q: 3 clusters Score -4715668 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -4715822.500000 Penalty: 3516.076904
	Iteration 17Q: 3 clusters Score -4715822 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4715965.000000 Penalty: 3516.076904
	Iteration 18Q: 3 clusters Score -4715965 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -4716093.500000 Penalty: 3516.076904
	Iteration 19Q: 3 clusters Score -4716094 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4716263.000000 Penalty: 3516.076904
	Iteration 20F: 3 clusters Score -4716263 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4716448.000000 Penalty: 3516.076904
	Iteration 21Q: 3 clusters Score -4716448 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4716629.000000 Penalty: 3516.076904
	Iteration 22Q: 3 clusters Score -4716629 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -4716800.500000 Penalty: 3516.076904
	Iteration 23Q: 3 clusters Score -4716800 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4717010.500000 Penalty: 3516.076904
	Iteration 24Q: 3 clusters Score -4717010 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -4717204.000000 Penalty: 3516.076904
	Iteration 25Q: 3 clusters Score -4717204 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -4717410.000000 Penalty: 3516.076904
	Iteration 26Q: 3 clusters Score -4717410 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4717625 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4717811 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -4717984.500000 Penalty: 3516.076904
	Iteration 29Q: 3 clusters Score -4717984 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4718164 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4718344 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -4718574.500000 Penalty: 3516.076904
	Iteration 32Q: 3 clusters Score -4718574 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4718791 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4718971.500000 Penalty: 3516.076904
	Iteration 34Q: 3 clusters Score -4718972 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4719138.000000 Penalty: 3516.076904
	Iteration 35Q: 3 clusters Score -4719138 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4719304 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4719454.500000 Penalty: 3516.076904
	Iteration 37Q: 3 clusters Score -4719454 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4719599 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4719741 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4719847 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4719952 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4720018 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4720072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4720110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4720152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4720178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4720211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4720243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4720248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4720256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4720262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4720268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4720268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4720279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4720290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4720298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4720292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4720290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4720299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4720302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4720300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4720310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4720322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4720324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4720330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4720336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4720340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4720340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4720344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4720340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4720342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4720354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4720357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4720360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4720360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4720360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4720362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4720361.500000 Penalty: 3516.076904
	Iteration 78F: 3 clusters Score -4720362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 5 contains 54747 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 16 contains 168202 members 
Mstep: Class 17 contains 61274 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 49946 members 
Entering Unmasked Estep 
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Iteration 39Q: 20 clusters Score -6.645914e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 289148 members 
Mstep: Class 5 contains 54867 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 35301 members 
Mstep: Class 9 contains 30558 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 656 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 11072 members 
Mstep: Class 16 contains 168731 members 
Mstep: Class 17 contains 61216 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 781 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 49968 members 
Entering Unmasked Estep 
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Iteration 40F: 20 clusters Score -6.646241e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 4250 members 
Mstep: Class 4 contains 289676 members 
Mstep: Class 5 contains 54789 members 
Mstep: Class 6 contains 1004 members 
Mstep: Class 7 contains 4216 members 
Mstep: Class 8 contains 35634 members 
Mstep: Class 9 contains 30819 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 632 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 11029 members 
Mstep: Class 16 contains 167739 members 
Mstep: Class 17 contains 60842 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 21 contains 1033 members 
Mstep: Class 22 contains 49752 members 
Entering Unmasked Estep 
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Iteration 41Q: 20 clusters Score -6.64638e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 441 members 
Mstep: Class 3 contains 4352 members 
Mstep: Class 4 contains 290055 members 
Mstep: Class 5 contains 54724 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 35934 members 
Mstep: Class 9 contains 30918 members 
Mstep: Class 10 contains 503 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 616 members 
Mstep: Class 13 contains 10985 members 
Mstep: Class 16 contains 167048 members 
Mstep: Class 17 contains 60516 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 49556 members 
Entering Unmasked Estep 
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Iteration 42Q: 20 clusters Score -6.646468e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 445 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 290345 members 
Mstep: Class 5 contains 54714 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 36200 members 
Mstep: Class 9 contains 30956 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 16 contains 166519 members 
Mstep: Class 17 contains 60180 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 696 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 49402 members 
Entering Unmasked Estep 
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Iteration 43Q: 20 clusters Score -6.646512e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 4520 members 
Mstep: Class 4 contains 290423 members 
Mstep: Class 5 contains 54712 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 36414 members 
Mstep: Class 9 contains 30973 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 649 members 
Mstep: Class 13 contains 10911 members 
Mstep: Class 16 contains 166173 members 
Mstep: Class 17 contains 59890 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 689 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 49273 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -6.646559e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 452 members 
Mstep: Class 3 contains 4601 members 
Mstep: Class 4 contains 290345 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 36610 members 
Mstep: Class 9 contains 30964 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 16 contains 165938 members 
Mstep: Class 17 contains 59616 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 682 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 49191 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -6.646558e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 457 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 290131 members 
Mstep: Class 5 contains 54663 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 4778 members 
Mstep: Class 8 contains 36784 members 
Mstep: Class 9 contains 30948 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 10851 members 
Mstep: Class 16 contains 165845 members 
Mstep: Class 17 contains 59361 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 680 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 49114 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -6.646549e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 3 contains 4773 members 
Mstep: Class 4 contains 289696 members 
Mstep: Class 5 contains 54666 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 4825 members 
Mstep: Class 8 contains 36979 members 
Mstep: Class 9 contains 30926 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 643 members 
Mstep: Class 13 contains 10818 members 
Mstep: Class 16 contains 165856 members 
Mstep: Class 17 contains 59141 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 49045 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -6.646539e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 289099 members 
Mstep: Class 5 contains 54696 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 8 contains 37137 members 
Mstep: Class 9 contains 30905 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 10783 members 
Mstep: Class 16 contains 166032 members 
Mstep: Class 17 contains 58936 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 680 members 
Mstep: Class 21 contains 968 members 
Mstep: Class 22 contains 48979 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -6.646524e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 4897 members 
Mstep: Class 4 contains 288345 members 
Mstep: Class 5 contains 54740 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 37295 members 
Mstep: Class 9 contains 30885 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 10746 members 
Mstep: Class 16 contains 166240 members 
Mstep: Class 17 contains 58757 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 679 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 48944 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -6.646518e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 465 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 287435 members 
Mstep: Class 5 contains 54789 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 37436 members 
Mstep: Class 9 contains 30853 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 10713 members 
Mstep: Class 16 contains 166572 members 
Mstep: Class 17 contains 58617 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 679 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 48908 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 20 clusters Score -6.646464e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 466 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 286478 members 
Mstep: Class 5 contains 54834 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 37582 members 
Mstep: Class 9 contains 30812 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 10695 members 
Mstep: Class 16 contains 166884 members 
Mstep: Class 17 contains 58510 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 679 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 48905 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -6.646422e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 285314 members 
Mstep: Class 5 contains 54908 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 4916 members 
Mstep: Class 8 contains 37716 members 
Mstep: Class 9 contains 30779 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 10675 members 
Mstep: Class 16 contains 167276 members 
Mstep: Class 17 contains 58444 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 679 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 48897 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 20 clusters Score -6.646375e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 283955 members 
Mstep: Class 5 contains 54985 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 4920 members 
Mstep: Class 8 contains 37851 members 
Mstep: Class 9 contains 30745 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 10662 members 
Mstep: Class 16 contains 167765 members 
Mstep: Class 17 contains 58382 members 
Mstep: Class 18 contains 697 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 48898 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -6.646307e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 282468 members 
Mstep: Class 5 contains 55056 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 4923 members 
Mstep: Class 8 contains 38010 members 
Mstep: Class 9 contains 30701 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 10658 members 
Mstep: Class 16 contains 168307 members 
Mstep: Class 17 contains 58342 members 
Mstep: Class 18 contains 697 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 48922 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -6.646271e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5181 members 
Mstep: Class 4 contains 280824 members 
Mstep: Class 5 contains 55169 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 4934 members 
Mstep: Class 8 contains 38162 members 
Mstep: Class 9 contains 30642 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 10654 members 
Mstep: Class 16 contains 168899 members 
Mstep: Class 17 contains 58319 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 48964 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -6.646203e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5211 members 
Mstep: Class 4 contains 279081 members 
Mstep: Class 5 contains 55316 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 4932 members 
Mstep: Class 8 contains 38335 members 
Mstep: Class 9 contains 30576 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 10644 members 
Mstep: Class 16 contains 169513 members 
Mstep: Class 17 contains 58340 members 
Mstep: Class 18 contains 700 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 49026 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -6.646118e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5235 members 
Mstep: Class 4 contains 277202 members 
Mstep: Class 5 contains 55466 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 4920 members 
Mstep: Class 8 contains 38531 members 
Mstep: Class 9 contains 30495 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 10634 members 
Mstep: Class 16 contains 170220 members 
Mstep: Class 17 contains 58357 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 49136 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -6.646035e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5251 members 
Mstep: Class 4 contains 275171 members 
Mstep: Class 5 contains 55666 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 4908 members 
Mstep: Class 8 contains 38754 members 
Mstep: Class 9 contains 30394 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 10630 members 
Mstep: Class 16 contains 170987 members 
Mstep: Class 17 contains 58414 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 49259 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -6.645945e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5263 members 
Mstep: Class 4 contains 272986 members 
Mstep: Class 5 contains 55879 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 8 contains 39019 members 
Mstep: Class 9 contains 30305 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 10625 members 
Mstep: Class 16 contains 171804 members 
Mstep: Class 17 contains 58495 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 49373 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -6.645859e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5271 members 
Mstep: Class 4 contains 270661 members 
Mstep: Class 5 contains 56098 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 39302 members 
Mstep: Class 9 contains 30214 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 629 members 
Mstep: Class 13 contains 10626 members 
Mstep: Class 16 contains 172652 members 
Mstep: Class 17 contains 58603 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 49511 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -6.645803e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 268336 members 
Mstep: Class 5 contains 56361 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 39583 members 
Mstep: Class 9 contains 30092 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 640 members 
Mstep: Class 13 contains 10630 members 
Mstep: Class 16 contains 173490 members 
Mstep: Class 17 contains 58728 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 49661 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -6.645691e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5290 members 
Mstep: Class 4 contains 265956 members 
Mstep: Class 5 contains 56627 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4858 members 
Mstep: Class 8 contains 39904 members 
Mstep: Class 9 contains 29971 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 13 contains 10638 members 
Mstep: Class 16 contains 174204 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 654 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 22 contains 49862 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -6.645608e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5296 members 
Mstep: Class 4 contains 263395 members 
Mstep: Class 5 contains 56913 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 29825 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 10642 members 
Mstep: Class 16 contains 175069 members 
Mstep: Class 17 contains 59085 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 21 contains 898 members 
Mstep: Class 22 contains 50058 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 20 clusters Score -6.645512e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 260833 members 
Mstep: Class 5 contains 57240 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4816 members 
Mstep: Class 8 contains 40548 members 
Mstep: Class 9 contains 29681 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 646 members 
Mstep: Class 13 contains 10652 members 
Mstep: Class 16 contains 175814 members 
Mstep: Class 17 contains 59319 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 645 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 50275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66454404.000000 Penalty: 41666.851562
Iteration 64Q: 20 clusters Score -6.64544e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 258137 members 
Mstep: Class 5 contains 57566 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4799 members 
Mstep: Class 8 contains 40878 members 
Mstep: Class 9 contains 29545 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 10665 members 
Mstep: Class 16 contains 176574 members 
Mstep: Class 17 contains 59627 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 50520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66453572.000000 Penalty: 41666.851562
Iteration 65Q: 20 clusters Score -6.645357e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 255432 members 
Mstep: Class 5 contains 57881 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4778 members 
Mstep: Class 8 contains 41211 members 
Mstep: Class 9 contains 29410 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 10683 members 
Mstep: Class 16 contains 177341 members 
Mstep: Class 17 contains 59890 members 
Mstep: Class 18 contains 860 members 
Mstep: Class 19 contains 637 members 
Mstep: Class 21 contains 844 members 
Mstep: Class 22 contains 50768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66452632.000000 Penalty: 41666.851562
Iteration 66Q: 20 clusters Score -6.645263e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5301 members 
Mstep: Class 4 contains 252539 members 
Mstep: Class 5 contains 58215 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4751 members 
Mstep: Class 8 contains 41563 members 
Mstep: Class 9 contains 29286 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 649 members 
Mstep: Class 13 contains 10699 members 
Mstep: Class 16 contains 178178 members 
Mstep: Class 17 contains 60190 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 636 members 
Mstep: Class 21 contains 836 members 
Mstep: Class 22 contains 51025 members 
Entering Unmasked Estep 
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Score: -66451700.000000 Penalty: 41666.851562
Iteration 67Q: 20 clusters Score -6.64517e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 249534 members 
Mstep: Class 5 contains 58583 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 41944 members 
Mstep: Class 9 contains 29150 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 647 members 
Mstep: Class 13 contains 10707 members 
Mstep: Class 16 contains 179028 members 
Mstep: Class 17 contains 60541 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 51302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450744.000000 Penalty: 41666.851562
Iteration 68Q: 20 clusters Score -6.645074e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 246560 members 
Mstep: Class 5 contains 58951 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 42318 members 
Mstep: Class 9 contains 29009 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 10722 members 
Mstep: Class 16 contains 179841 members 
Mstep: Class 17 contains 60887 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 21 contains 806 members 
Mstep: Class 22 contains 51611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449780.000000 Penalty: 41666.851562
Iteration 69Q: 20 clusters Score -6.644978e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 243501 members 
Mstep: Class 5 contains 59349 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 42687 members 
Mstep: Class 9 contains 28843 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 10744 members 
Mstep: Class 16 contains 180601 members 
Mstep: Class 17 contains 61315 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 51926 members 
Entering Unmasked Estep 
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Score: -66448920.000000 Penalty: 41666.851562
Iteration 70Q: 20 clusters Score -6.644892e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5296 members 
Mstep: Class 4 contains 240474 members 
Mstep: Class 5 contains 59729 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4654 members 
Mstep: Class 8 contains 43052 members 
Mstep: Class 9 contains 28710 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 656 members 
Mstep: Class 13 contains 10762 members 
Mstep: Class 16 contains 181318 members 
Mstep: Class 17 contains 61756 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 52262 members 
Entering Unmasked Estep 
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Score: -66448188.000000 Penalty: 41666.851562
Iteration 71Q: 20 clusters Score -6.644819e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5294 members 
Mstep: Class 4 contains 237521 members 
Mstep: Class 5 contains 60115 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 43417 members 
Mstep: Class 9 contains 28559 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 10775 members 
Mstep: Class 16 contains 182060 members 
Mstep: Class 17 contains 62163 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 52579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66447200.000000 Penalty: 41666.851562
Iteration 72Q: 20 clusters Score -6.64472e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 234671 members 
Mstep: Class 5 contains 60489 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4608 members 
Mstep: Class 8 contains 43789 members 
Mstep: Class 9 contains 28424 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 656 members 
Mstep: Class 13 contains 10787 members 
Mstep: Class 16 contains 182737 members 
Mstep: Class 17 contains 62535 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 52895 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 20 clusters Score -6.644642e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5286 members 
Mstep: Class 4 contains 231869 members 
Mstep: Class 5 contains 60823 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 44145 members 
Mstep: Class 9 contains 28286 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 658 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 16 contains 183392 members 
Mstep: Class 17 contains 62923 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 769 members 
Mstep: Class 22 contains 53231 members 
Entering Unmasked Estep 
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Iteration 74Q: 20 clusters Score -6.644582e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 229127 members 
Mstep: Class 5 contains 61119 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4591 members 
Mstep: Class 8 contains 44483 members 
Mstep: Class 9 contains 28187 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 16 contains 184023 members 
Mstep: Class 17 contains 63304 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 53535 members 
Entering Unmasked Estep 
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Iteration 75Q: 20 clusters Score -6.644546e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 226558 members 
Mstep: Class 5 contains 61378 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 44803 members 
Mstep: Class 9 contains 28095 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 10818 members 
Mstep: Class 16 contains 184601 members 
Mstep: Class 17 contains 63666 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 53826 members 
Entering Unmasked Estep 
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Iteration 76Q: 20 clusters Score -6.644503e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 224084 members 
Mstep: Class 5 contains 61602 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 45111 members 
Mstep: Class 9 contains 28006 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 10825 members 
Mstep: Class 16 contains 185098 members 
Mstep: Class 17 contains 64075 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 759 members 
Mstep: Class 22 contains 54104 members 
Entering Unmasked Estep 
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Iteration 77Q: 20 clusters Score -6.644489e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 5260 members 
Mstep: Class 4 contains 221671 members 
Mstep: Class 5 contains 61836 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 45408 members 
Mstep: Class 9 contains 27923 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 10837 members 
Mstep: Class 16 contains 185600 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 54380 members 
Entering Unmasked Estep 
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Iteration 78Q: 20 clusters Score -6.644454e+07 nChanged 2871
Entering ConstructFrom: 
Score: -66444536.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (39173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Entering Unmasked Estep 
Score: -3724297.750000 Penalty: 1718.558228
	Iteration 0F: 2 clusters Score -3724298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3698121.250000 Penalty: 3437.116455
	Iteration 0F: 3 clusters Score -3698121 nChanged 18175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3708575.250000 Penalty: 3437.116455
	Iteration 1F: 3 clusters Score -3708575 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3709272.500000 Penalty: 3437.116455
	Iteration 2Q: 3 clusters Score -3709272 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3710055.750000 Penalty: 3437.116455
	Iteration 3Q: 3 clusters Score -3710056 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3710927.000000 Penalty: 3437.116455
	Iteration 4Q: 3 clusters Score -3710927 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3712027.750000 Penalty: 3437.116455
	Iteration 5F: 3 clusters Score -3712028 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3713288.500000 Penalty: 3437.116455
	Iteration 6F: 3 clusters Score -3713288 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -3714746.500000 Penalty: 3437.116455
	Iteration 7F: 3 clusters Score -3714746 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3716275.250000 Penalty: 3437.116455
	Iteration 8F: 3 clusters Score -3716275 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3717345.500000 Penalty: 3437.116455
	Iteration 9F: 3 clusters Score -3717346 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3717948.250000 Penalty: 3437.116455
	Iteration 10Q: 3 clusters Score -3717948 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3718325.250000 Penalty: 3437.116455
	Iteration 11Q: 3 clusters Score -3718325 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3718601.000000 Penalty: 3437.116455
	Iteration 12Q: 3 clusters Score -3718601 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3718848.750000 Penalty: 3437.116455
	Iteration 13Q: 3 clusters Score -3718849 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3719064.500000 Penalty: 3437.116455
	Iteration 14Q: 3 clusters Score -3719064 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3719227.000000 Penalty: 3437.116455
	Iteration 15Q: 3 clusters Score -3719227 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3719345.000000 Penalty: 3437.116455
	Iteration 16Q: 3 clusters Score -3719345 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3719468.000000 Penalty: 3437.116455
	Iteration 17Q: 3 clusters Score -3719468 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3719558.500000 Penalty: 3437.116455
	Iteration 18Q: 3 clusters Score -3719558 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3719637.250000 Penalty: 3437.116455
	Iteration 19Q: 3 clusters Score -3719637 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3719698.750000 Penalty: 3437.116455
	Iteration 20F: 3 clusters Score -3719699 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3719781.000000 Penalty: 3437.116455
	Iteration 21Q: 3 clusters Score -3719781 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3719879.500000 Penalty: 3437.116455
	Iteration 22Q: 3 clusters Score -3719880 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3719961.000000 Penalty: 3437.116455
	Iteration 23Q: 3 clusters Score -3719961 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3720039.000000 Penalty: 3437.116455
	Iteration 24Q: 3 clusters Score -3720039 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3720103.000000 Penalty: 3437.116455
	Iteration 25Q: 3 clusters Score -3720103 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3720194.250000 Penalty: 3437.116455
	Iteration 26Q: 3 clusters Score -3720194 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3720250.750000 Penalty: 3437.116455
	Iteration 27Q: 3 clusters Score -3720251 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3720327.000000 Penalty: 3437.116455
	Iteration 28Q: 3 clusters Score -3720327 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3720379.500000 Penalty: 3437.116455
	Iteration 29Q: 3 clusters Score -3720380 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3720460.750000 Penalty: 3437.116455
	Iteration 30Q: 3 clusters Score -3720461 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3720502.500000 Penalty: 3437.116455
	Iteration 31Q: 3 clusters Score -3720502 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3720588.000000 Penalty: 3437.116455
	Iteration 32Q: 3 clusters Score -3720588 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -3720666.500000 Penalty: 3437.116455
	Iteration 33Q: 3 clusters Score -3720666 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3720762.500000 Penalty: 3437.116455
	Iteration 34Q: 3 clusters Score -3720762 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3720829.500000 Penalty: 3437.116455
	Iteration 35Q: 3 clusters Score -3720830 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3720904.500000 Penalty: 3437.116455
	Iteration 36Q: 3 clusters Score -3720904 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3720969.500000 Penalty: 3437.116455
	Iteration 37Q: 3 clusters Score -3720970 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -3721049.250000 Penalty: 3437.116455
	Iteration 38Q: 3 clusters Score -3721049 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3721130.000000 Penalty: 3437.116455
	Iteration 39Q: 3 clusters Score -3721130 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3721204.750000 Penalty: 3437.116455
	Iteration 40F: 3 clusters Score -3721205 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3721302.500000 Penalty: 3437.116455
	Iteration 41Q: 3 clusters Score -3721302 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3721394.750000 Penalty: 3437.116455
	Iteration 42Q: 3 clusters Score -3721395 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -3721460.000000 Penalty: 3437.116455
	Iteration 43Q: 3 clusters Score -3721460 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3721554.500000 Penalty: 3437.116455
	Iteration 44Q: 3 clusters Score -3721554 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3721637.250000 Penalty: 3437.116455
	Iteration 45Q: 3 clusters Score -3721637 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -3721723.000000 Penalty: 3437.116455
	Iteration 46Q: 3 clusters Score -3721723 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3721815.750000 Penalty: 3437.116455
	Iteration 47Q: 3 clusters Score -3721816 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -3721913.250000 Penalty: 3437.116455
	Iteration 48Q: 3 clusters Score -3721913 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3722003.500000 Penalty: 3437.116455
	Iteration 49Q: 3 clusters Score -3722004 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -3722117.750000 Penalty: 3437.116455
	Iteration 50Q: 3 clusters Score -3722118 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3722217.000000 Penalty: 3437.116455
	Iteration 51Q: 3 clusters Score -3722217 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -3722276.000000 Penalty: 3437.116455
	Iteration 52Q: 3 clusters Score -3722276 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -3722361.500000 Penalty: 3437.116455
	Iteration 53Q: 3 clusters Score -3722362 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -3722448.250000 Penalty: 3437.116455
	Iteration 54Q: 3 clusters Score -3722448 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -3722541.500000 Penalty: 3437.116455
	Iteration 55Q: 3 clusters Score -3722542 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -3722618.750000 Penalty: 3437.116455
	Iteration 56Q: 3 clusters Score -3722619 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3722707.000000 Penalty: 3437.116455
	Iteration 57Q: 3 clusters Score -3722707 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -3722778.750000 Penalty: 3437.116455
	Iteration 58Q: 3 clusters Score -3722779 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -3722821.000000 Penalty: 3437.116455
	Iteration 59Q: 3 clusters Score -3722821 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -3722857.500000 Penalty: 3437.116455
	Iteration 60F: 3 clusters Score -3722858 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -3722884.250000 Penalty: 3437.116455
	Iteration 61Q: 3 clusters Score -3722884 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -3722924.250000 Penalty: 3437.116455
	Iteration 62Q: 3 clusters Score -3722924 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -3722943.500000 Penalty: 3437.116455
	Iteration 63Q: 3 clusters Score -3722944 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -3722967.500000 Penalty: 3437.116455
	Iteration 64Q: 3 clusters Score -3722968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -3722996.750000 Penalty: 3437.116455
	Iteration 65Q: 3 clusters Score -3722997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -3723012.000000 Penalty: 3437.116455
	Iteration 66Q: 3 clusters Score -3723012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -3723025.750000 Penalty: 3437.116455
	Iteration 67Q: 3 clusters Score -3723026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -3723028.000000 Penalty: 3437.116455
	Iteration 68Q: 3 clusters Score -3723028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -3723040.500000 Penalty: 3437.116455
	Iteration 69Q: 3 clusters Score -3723040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -3723042.500000 Penalty: 3437.116455
	Iteration 70Q: 3 clusters Score -3723042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -3723042.750000 Penalty: 3437.116455
	Iteration 71Q: 3 clusters Score -3723043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -3723037.000000 Penalty: 3437.116455
	Iteration 72Q: 3 clusters Score -3723037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3723042.000000 Penalty: 3437.116455
	Iteration 73Q: 3 clusters Score -3723042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -3723050.000000 Penalty: 3437.116455
	Iteration 74Q: 3 clusters Score -3723050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -3723053.250000 Penalty: 3437.116455
	Iteration 75Q: 3 clusters Score -3723053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -3723055.500000 Penalty: 3437.116455
	Iteration 76Q: 3 clusters Score -3723056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -3723060.500000 Penalty: 3437.116455
	Iteration 77Q: 3 clusters Score -3723060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -3723068.000000 Penalty: 3437.116455
	Iteration 78Q: 3 clusters Score -3723068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -3723068.250000 Penalty: 3437.116455
	Iteration 79Q: 3 clusters Score -3723068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3723076.000000 Penalty: 3437.116455
	Iteration 80F: 3 clusters Score -3723076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -3723079.750000 Penalty: 3437.116455
	Iteration 81Q: 3 clusters Score -3723080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -3723079.750000 Penalty: 3437.116455
	Iteration 82Q: 3 clusters Score -3723080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -3723086.250000 Penalty: 3437.116455
	Iteration 83Q: 3 clusters Score -3723086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -3723087.500000 Penalty: 3437.116455
	Iteration 84Q: 3 clusters Score -3723088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -3723092.750000 Penalty: 3437.116455
	Iteration 85Q: 3 clusters Score -3723093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -3723092.500000 Penalty: 3437.116455
	Iteration 86Q: 3 clusters Score -3723092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -3723094.500000 Penalty: 3437.116455
	Iteration 87Q: 3 clusters Score -3723094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -3723096.250000 Penalty: 3437.116455
	Iteration 88Q: 3 clusters Score -3723096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3723098.250000 Penalty: 3437.116455
	Iteration 89Q: 3 clusters Score -3723098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -3723095.750000 Penalty: 3437.116455
	Iteration 90Q: 3 clusters Score -3723096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -3723093.000000 Penalty: 3437.116455
	Iteration 91Q: 3 clusters Score -3723093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -3723094.250000 Penalty: 3437.116455
	Iteration 92Q: 3 clusters Score -3723094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -3723095.750000 Penalty: 3437.116455
	Iteration 93Q: 3 clusters Score -3723096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -3723100.250000 Penalty: 3437.116455
	Iteration 94Q: 3 clusters Score -3723100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -3723100.750000 Penalty: 3437.116455
	Iteration 95Q: 3 clusters Score -3723101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -3723100.000000 Penalty: 3437.116455
	Iteration 96Q: 3 clusters Score -3723100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -3723097.000000 Penalty: 3437.116455
	Iteration 97Q: 3 clusters Score -3723097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -3723097.750000 Penalty: 3437.116455
	Iteration 98Q: 3 clusters Score -3723098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3723100.750000 Penalty: 3437.116455
	Iteration 99Q: 3 clusters Score -3723101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -3723094.500000 Penalty: 3437.116455
	Iteration 100F: 3 clusters Score -3723094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -3723097.750000 Penalty: 3437.116455
	Iteration 101Q: 3 clusters Score -3723098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -3723102.500000 Penalty: 3437.116455
	Iteration 102Q: 3 clusters Score -3723102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -3723099.250000 Penalty: 3437.116455
	Iteration 103Q: 3 clusters Score -3723099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -3723099.250000 Penalty: 3437.116455
	Iteration 104F: 3 clusters Score -3723099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -36538.523438 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -36538.52 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 248 members 
Entering Unmasked Estep 
Score: -35564.867188 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -35564.87 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35735.761719 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -35735.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35832.558594 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -35832.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35897.535156 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -35897.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35948.789062 Penalty: 1999.638184
	Iteration 4F: 3 clusters Score -35948.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35996.457031 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -35996.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36022.023438 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -36022.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -36037.863281 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -36037.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36049.300781 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -36049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36062.019531 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -36062.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36063.304688 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -36063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36067.253906 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -36067.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36084.851562 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -36084.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36103.941406 Penalty: 1999.638184
	Iteration 13Q: 3 clusters Score -36103.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36117.574219 Penalty: 1999.638184
	Iteration 14Q: 3 clusters Score -36117.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -36119.062500 Penalty: 1999.638184
	Iteration 15Q: 3 clusters Score -36119.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -36128.675781 Penalty: 1999.638184
	Iteration 16F: 3 clusters Score -36128.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36210.960938 Penalty: 1999.638184
	Iteration 17Q: 3 clusters Score -36210.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36228.214844 Penalty: 1999.638184
	Iteration 18Q: 3 clusters Score -36228.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36279.253906 Penalty: 1999.638184
	Iteration 19Q: 3 clusters Score -36279.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36354.722656 Penalty: 1999.638184
	Iteration 20F: 3 clusters Score -36354.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36401.890625 Penalty: 1999.638184
	Iteration 21Q: 3 clusters Score -36401.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36435.929688 Penalty: 1999.638184
	Iteration 22Q: 3 clusters Score -36435.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36440.000000 Penalty: 1999.638184
	Iteration 23Q: 3 clusters Score -36440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36446.332031 Penalty: 1999.638184
	Iteration 24Q: 3 clusters Score -36446.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36446.332031 Penalty: 1999.638184
	Iteration 25F: 3 clusters Score -36446.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -453352.687500 Penalty: 1392.096069
	Iteration 0F: 2 clusters Score -453352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -449248.750000 Penalty: 2784.192139
	Iteration 0F: 3 clusters Score -449248.8 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -450399.000000 Penalty: 2784.192139
	Iteration 1F: 3 clusters Score -450399 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -450612.718750 Penalty: 2784.192139
	Iteration 2F: 3 clusters Score -450612.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -450783.843750 Penalty: 2784.192139
	Iteration 3F: 3 clusters Score -450783.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -450929.468750 Penalty: 2784.192139
	Iteration 4Q: 3 clusters Score -450929.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -451074.718750 Penalty: 2784.192139
	Iteration 5Q: 3 clusters Score -451074.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -451216.656250 Penalty: 2784.192139
	Iteration 6Q: 3 clusters Score -451216.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -451364.000000 Penalty: 2784.192139
	Iteration 7Q: 3 clusters Score -451364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -451501.968750 Penalty: 2784.192139
	Iteration 8Q: 3 clusters Score -451502 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -451611.281250 Penalty: 2784.192139
	Iteration 9Q: 3 clusters Score -451611.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -451710.437500 Penalty: 2784.192139
	Iteration 10Q: 3 clusters Score -451710.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -451797.000000 Penalty: 2784.192139
	Iteration 11Q: 3 clusters Score -451797 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -451889.781250 Penalty: 2784.192139
	Iteration 12Q: 3 clusters Score -451889.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -451962.187500 Penalty: 2784.192139
	Iteration 13Q: 3 clusters Score -451962.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -452027.562500 Penalty: 2784.192139
	Iteration 14Q: 3 clusters Score -452027.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -452073.250000 Penalty: 2784.192139
	Iteration 15Q: 3 clusters Score -452073.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -452103.406250 Penalty: 2784.192139
	Iteration 16Q: 3 clusters Score -452103.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -452131.000000 Penalty: 2784.192139
	Iteration 17Q: 3 clusters Score -452131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -452153.843750 Penalty: 2784.192139
	Iteration 18Q: 3 clusters Score -452153.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -452170.312500 Penalty: 2784.192139
	Iteration 19Q: 3 clusters Score -452170.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -452185.406250 Penalty: 2784.192139
	Iteration 20F: 3 clusters Score -452185.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -452202.968750 Penalty: 2784.192139
	Iteration 21Q: 3 clusters Score -452203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -452222.437500 Penalty: 2784.192139
	Iteration 22Q: 3 clusters Score -452222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -452231.312500 Penalty: 2784.192139
	Iteration 23Q: 3 clusters Score -452231.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -452241.218750 Penalty: 2784.192139
	Iteration 24Q: 3 clusters Score -452241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -452251.718750 Penalty: 2784.192139
	Iteration 25Q: 3 clusters Score -452251.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -452261.500000 Penalty: 2784.192139
	Iteration 26Q: 3 clusters Score -452261.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -452270.406250 Penalty: 2784.192139
	Iteration 27Q: 3 clusters Score -452270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -452278.250000 Penalty: 2784.192139
	Iteration 28Q: 3 clusters Score -452278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -452287.656250 Penalty: 2784.192139
	Iteration 29Q: 3 clusters Score -452287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -452297.500000 Penalty: 2784.192139
	Iteration 30Q: 3 clusters Score -452297.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -452308.093750 Penalty: 2784.192139
	Iteration 31Q: 3 clusters Score -452308.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -452315.562500 Penalty: 2784.192139
	Iteration 32Q: 3 clusters Score -452315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -452317.562500 Penalty: 2784.192139
	Iteration 33Q: 3 clusters Score -452317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -452318.156250 Penalty: 2784.192139
	Iteration 34Q: 3 clusters Score -452318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -452319.781250 Penalty: 2784.192139
	Iteration 35Q: 3 clusters Score -452319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -452319.781250 Penalty: 2784.192139
	Iteration 36F: 3 clusters Score -452319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219431 members 
Entering Unmasked Estep 
Score: -20443968.000000 Penalty: 1998.553833
	Iteration 0F: 2 clusters Score -2.044397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 109947 members 
Entering Unmasked Estep 
Score: -20305426.000000 Penalty: 3997.107666
	Iteration 0F: 3 clusters Score -2.030543e+07 nChanged 106398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -20369222.000000 Penalty: 3997.107666
	Iteration 1F: 3 clusters Score -2.036922e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -20371690.000000 Penalty: 3997.107666
	Iteration 2Q: 3 clusters Score -2.037169e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -20375720.000000 Penalty: 3997.107666
	Iteration 3Q: 3 clusters Score -2.037572e+07 nChanged 13278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -20382804.000000 Penalty: 3997.107666
	Iteration 4F: 3 clusters Score -2.03828e+07 nChanged 16593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 135376 members 
Entering Unmasked Estep 
Score: -20394024.000000 Penalty: 3997.107666
	Iteration 5F: 3 clusters Score -2.039402e+07 nChanged 18380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 143780 members 
Entering Unmasked Estep 
Score: -20407442.000000 Penalty: 3997.107666
	Iteration 6F: 3 clusters Score -2.040744e+07 nChanged 16348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -20418556.000000 Penalty: 3997.107666
	Iteration 7F: 3 clusters Score -2.041856e+07 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 149633 members 
Entering Unmasked Estep 
Score: -20423248.000000 Penalty: 3997.107666
	Iteration 8F: 3 clusters Score -2.042325e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 149540 members 
Entering Unmasked Estep 
Score: -20424468.000000 Penalty: 3997.107666
	Iteration 9Q: 3 clusters Score -2.042447e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 149084 members 
Entering Unmasked Estep 
Score: -20424826.000000 Penalty: 3997.107666
	Iteration 10Q: 3 clusters Score -2.042483e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -20424956.000000 Penalty: 3997.107666
	Iteration 11Q: 3 clusters Score -2.042496e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -20425412.000000 Penalty: 3997.107666
	Iteration 12Q: 3 clusters Score -2.042541e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 146013 members 
Entering Unmasked Estep 
Score: -20425666.000000 Penalty: 3997.107666
	Iteration 13Q: 3 clusters Score -2.042567e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 144847 members 
Entering Unmasked Estep 
Score: -20425932.000000 Penalty: 3997.107666
	Iteration 14Q: 3 clusters Score -2.042593e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 143644 members 
Entering Unmasked Estep 
Score: -20426340.000000 Penalty: 3997.107666
	Iteration 15Q: 3 clusters Score -2.042634e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 142363 members 
Entering Unmasked Estep 
Score: -20426588.000000 Penalty: 3997.107666
	Iteration 16Q: 3 clusters Score -2.042659e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 141055 members 
Entering Unmasked Estep 
Score: -20426788.000000 Penalty: 3997.107666
	Iteration 17Q: 3 clusters Score -2.042679e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -20426954.000000 Penalty: 3997.107666
	Iteration 18Q: 3 clusters Score -2.042695e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 138350 members 
Entering Unmasked Estep 
Score: -20427188.000000 Penalty: 3997.107666
	Iteration 19Q: 3 clusters Score -2.042719e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 136879 members 
Entering Unmasked Estep 
Score: -20427324.000000 Penalty: 3997.107666
	Iteration 20F: 3 clusters Score -2.042732e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 135301 members 
Entering Unmasked Estep 
Score: -20427432.000000 Penalty: 3997.107666
	Iteration 21Q: 3 clusters Score -2.042743e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 133714 members 
Entering Unmasked Estep 
Score: -20427402.000000 Penalty: 3997.107666
	Iteration 22Q: 3 clusters Score -2.04274e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 132145 members 
Entering Unmasked Estep 
Score: -20427444.000000 Penalty: 3997.107666
	Iteration 23Q: 3 clusters Score -2.042744e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 130565 members 
Entering Unmasked Estep 
Score: -20427494.000000 Penalty: 3997.107666
	Iteration 24Q: 3 clusters Score -2.042749e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -20427472.000000 Penalty: 3997.107666
	Iteration 25Q: 3 clusters Score -2.042747e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 127162 members 
Entering Unmasked Estep 
Score: -20427534.000000 Penalty: 3997.107666
	Iteration 26Q: 3 clusters Score -2.042753e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 125338 members 
Entering Unmasked Estep 
Score: -20427428.000000 Penalty: 3997.107666
	Iteration 27Q: 3 clusters Score -2.042743e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 123452 members 
Entering Unmasked Estep 
Score: -20427448.000000 Penalty: 3997.107666
	Iteration 28Q: 3 clusters Score -2.042745e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 121563 members 
Entering Unmasked Estep 
Score: -20427506.000000 Penalty: 3997.107666
	Iteration 29Q: 3 clusters Score -2.042751e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 119640 members 
Entering Unmasked Estep 
Score: -20427420.000000 Penalty: 3997.107666
	Iteration 30Q: 3 clusters Score -2.042742e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 117831 members 
Entering Unmasked Estep 
Score: -20427430.000000 Penalty: 3997.107666
	Iteration 31Q: 3 clusters Score -2.042743e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -20427330.000000 Penalty: 3997.107666
	Iteration 32Q: 3 clusters Score -2.042733e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -20427174.000000 Penalty: 3997.107666
	Iteration 33Q: 3 clusters Score -2.042717e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 112339 members 
Entering Unmasked Estep 
Score: -20427112.000000 Penalty: 3997.107666
	Iteration 34Q: 3 clusters Score -2.042711e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -20426896.000000 Penalty: 3997.107666
	Iteration 35Q: 3 clusters Score -2.04269e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 108476 members 
Entering Unmasked Estep 
Score: -20426736.000000 Penalty: 3997.107666
	Iteration 36Q: 3 clusters Score -2.042674e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112839 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -20426676.000000 Penalty: 3997.107666
	Iteration 37Q: 3 clusters Score -2.042668e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114701 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -20426662.000000 Penalty: 3997.107666
	Iteration 38Q: 3 clusters Score -2.042666e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -20426674.000000 Penalty: 3997.107666
	Iteration 39Q: 3 clusters Score -2.042667e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -20426578.000000 Penalty: 3997.107666
	Iteration 40F: 3 clusters Score -2.042658e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120021 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -20426474.000000 Penalty: 3997.107666
	Iteration 41Q: 3 clusters Score -2.042647e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121651 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -20426324.000000 Penalty: 3997.107666
	Iteration 42Q: 3 clusters Score -2.042632e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -20426276.000000 Penalty: 3997.107666
	Iteration 43Q: 3 clusters Score -2.042628e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124835 members 
Mstep: Class 2 contains 94596 members 
Entering Unmasked Estep 
Score: -20426256.000000 Penalty: 3997.107666
	Iteration 44Q: 3 clusters Score -2.042626e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126434 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -20425988.000000 Penalty: 3997.107666
	Iteration 45Q: 3 clusters Score -2.042599e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -20425926.000000 Penalty: 3997.107666
	Iteration 46Q: 3 clusters Score -2.042593e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129529 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -20425982.000000 Penalty: 3997.107666
	Iteration 47Q: 3 clusters Score -2.042598e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -20425862.000000 Penalty: 3997.107666
	Iteration 48Q: 3 clusters Score -2.042586e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132716 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -20425878.000000 Penalty: 3997.107666
	Iteration 49Q: 3 clusters Score -2.042588e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -20425872.000000 Penalty: 3997.107666
	Iteration 50Q: 3 clusters Score -2.042587e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135931 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -20425848.000000 Penalty: 3997.107666
	Iteration 51Q: 3 clusters Score -2.042585e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -20425778.000000 Penalty: 3997.107666
	Iteration 52Q: 3 clusters Score -2.042578e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -20425750.000000 Penalty: 3997.107666
	Iteration 53Q: 3 clusters Score -2.042575e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141184 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -20425660.000000 Penalty: 3997.107666
	Iteration 54Q: 3 clusters Score -2.042566e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143039 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -20425746.000000 Penalty: 3997.107666
	Iteration 55Q: 3 clusters Score -2.042575e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -20425916.000000 Penalty: 3997.107666
	Iteration 56Q: 3 clusters Score -2.042592e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -20426008.000000 Penalty: 3997.107666
	Iteration 57Q: 3 clusters Score -2.042601e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -20425968.000000 Penalty: 3997.107666
	Iteration 58Q: 3 clusters Score -2.042597e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151321 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -20426368.000000 Penalty: 3997.107666
	Iteration 59Q: 3 clusters Score -2.042637e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -20426646.000000 Penalty: 3997.107666
	Iteration 60F: 3 clusters Score -2.042665e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -20426962.000000 Penalty: 3997.107666
	Iteration 61Q: 3 clusters Score -2.042696e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -20427164.000000 Penalty: 3997.107666
	Iteration 62Q: 3 clusters Score -2.042716e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -20427510.000000 Penalty: 3997.107666
	Iteration 63Q: 3 clusters Score -2.042751e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161848 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -20427670.000000 Penalty: 3997.107666
	Iteration 64Q: 3 clusters Score -2.042767e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -20428062.000000 Penalty: 3997.107666
	Iteration 65Q: 3 clusters Score -2.042806e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166054 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -20428408.000000 Penalty: 3997.107666
	Iteration 66Q: 3 clusters Score -2.042841e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168333 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -20428692.000000 Penalty: 3997.107666
	Iteration 67Q: 3 clusters Score -2.042869e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170698 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -20429088.000000 Penalty: 3997.107666
	Iteration 68Q: 3 clusters Score -2.042909e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173165 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -20429550.000000 Penalty: 3997.107666
	Iteration 69Q: 3 clusters Score -2.042955e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -20430140.000000 Penalty: 3997.107666
	Iteration 70Q: 3 clusters Score -2.043014e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -20430710.000000 Penalty: 3997.107666
	Iteration 71Q: 3 clusters Score -2.043071e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181035 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -20431348.000000 Penalty: 3997.107666
	Iteration 72Q: 3 clusters Score -2.043135e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183826 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -20431952.000000 Penalty: 3997.107666
	Iteration 73Q: 3 clusters Score -2.043195e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186652 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -20432768.000000 Penalty: 3997.107666
	Iteration 74Q: 3 clusters Score -2.043277e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189495 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -20433646.000000 Penalty: 3997.107666
	Iteration 75Q: 3 clusters Score -2.043365e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192422 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -20434310.000000 Penalty: 3997.107666
	Iteration 76Q: 3 clusters Score -2.043431e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195303 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -20435262.000000 Penalty: 3997.107666
	Iteration 77Q: 3 clusters Score -2.043526e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198055 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -20436220.000000 Penalty: 3997.107666
	Iteration 78Q: 3 clusters Score -2.043622e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200647 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -20437254.000000 Penalty: 3997.107666
	Iteration 79Q: 3 clusters Score -2.043725e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202987 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -20438154.000000 Penalty: 3997.107666
	Iteration 80F: 3 clusters Score -2.043815e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205121 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -20438886.000000 Penalty: 3997.107666
	Iteration 81Q: 3 clusters Score -2.043889e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206945 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -20439436.000000 Penalty: 3997.107666
	Iteration 82Q: 3 clusters Score -2.043944e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208539 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -20439988.000000 Penalty: 3997.107666
	Iteration 83Q: 3 clusters Score -2.043999e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209924 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -20440424.000000 Penalty: 3997.107666
	Iteration 84Q: 3 clusters Score -2.044042e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211075 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -20440762.000000 Penalty: 3997.107666
	Iteration 85Q: 3 clusters Score -2.044076e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212073 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -20441052.000000 Penalty: 3997.107666
	Iteration 86Q: 3 clusters Score -2.044105e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212928 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -20441258.000000 Penalty: 3997.107666
	Iteration 87Q: 3 clusters Score -2.044126e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213662 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -20441478.000000 Penalty: 3997.107666
	Iteration 88Q: 3 clusters Score -2.044148e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214263 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -20441544.000000 Penalty: 3997.107666
	Iteration 89Q: 3 clusters Score -2.044154e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214792 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -20441676.000000 Penalty: 3997.107666
	Iteration 90Q: 3 clusters Score -2.044168e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215226 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -20441796.000000 Penalty: 3997.107666
	Iteration 91Q: 3 clusters Score -2.04418e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215569 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -20441950.000000 Penalty: 3997.107666
	Iteration 92Q: 3 clusters Score -2.044195e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215870 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -20442042.000000 Penalty: 3997.107666
	Iteration 93Q: 3 clusters Score -2.044204e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216133 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -20442106.000000 Penalty: 3997.107666
	Iteration 94Q: 3 clusters Score -2.044211e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216352 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -20442162.000000 Penalty: 3997.107666
	Iteration 95Q: 3 clusters Score -2.044216e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216562 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -20442224.000000 Penalty: 3997.107666
	Iteration 96Q: 3 clusters Score -2.044222e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216727 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -20442244.000000 Penalty: 3997.107666
	Iteration 97Q: 3 clusters Score -2.044224e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216860 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20442252.000000 Penalty: 3997.107666
	Iteration 98Q: 3 clusters Score -2.044225e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216981 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -20442260.000000 Penalty: 3997.107666
	Iteration 99Q: 3 clusters Score -2.044226e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217082 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -20442280.000000 Penalty: 3997.107666
	Iteration 100F: 3 clusters Score -2.044228e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217170 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -20442316.000000 Penalty: 3997.107666
	Iteration 101Q: 3 clusters Score -2.044232e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217255 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20442336.000000 Penalty: 3997.107666
	Iteration 102Q: 3 clusters Score -2.044234e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217340 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -20442350.000000 Penalty: 3997.107666
	Iteration 103Q: 3 clusters Score -2.044235e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217409 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -20442344.000000 Penalty: 3997.107666
	Iteration 104Q: 3 clusters Score -2.044234e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217477 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20442324.000000 Penalty: 3997.107666
	Iteration 105Q: 3 clusters Score -2.044232e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217548 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -20442380.000000 Penalty: 3997.107666
	Iteration 106Q: 3 clusters Score -2.044238e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217605 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20442398.000000 Penalty: 3997.107666
	Iteration 107Q: 3 clusters Score -2.04424e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217650 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -20442406.000000 Penalty: 3997.107666
	Iteration 108Q: 3 clusters Score -2.044241e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217687 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -20442398.000000 Penalty: 3997.107666
	Iteration 109Q: 3 clusters Score -2.04424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217713 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -20442406.000000 Penalty: 3997.107666
	Iteration 110Q: 3 clusters Score -2.044241e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217749 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -20442448.000000 Penalty: 3997.107666
	Iteration 111Q: 3 clusters Score -2.044245e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217782 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20442478.000000 Penalty: 3997.107666
	Iteration 112Q: 3 clusters Score -2.044248e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217809 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -20442474.000000 Penalty: 3997.107666
	Iteration 113Q: 3 clusters Score -2.044247e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217832 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20442474.000000 Penalty: 3997.107666
	Iteration 114Q: 3 clusters Score -2.044247e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217852 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -20442504.000000 Penalty: 3997.107666
	Iteration 115Q: 3 clusters Score -2.04425e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217864 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -20442508.000000 Penalty: 3997.107666
	Iteration 116Q: 3 clusters Score -2.044251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217881 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -20442502.000000 Penalty: 3997.107666
	Iteration 117Q: 3 clusters Score -2.04425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217893 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -20442510.000000 Penalty: 3997.107666
	Iteration 118Q: 3 clusters Score -2.044251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217901 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20442516.000000 Penalty: 3997.107666
	Iteration 119Q: 3 clusters Score -2.044252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217907 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -20442518.000000 Penalty: 3997.107666
	Iteration 120F: 3 clusters Score -2.044252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217912 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20442528.000000 Penalty: 3997.107666
	Iteration 121Q: 3 clusters Score -2.044253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217916 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -20442524.000000 Penalty: 3997.107666
	Iteration 122Q: 3 clusters Score -2.044252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217918 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20442528.000000 Penalty: 3997.107666
	Iteration 123Q: 3 clusters Score -2.044253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217919 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -20442520.000000 Penalty: 3997.107666
	Iteration 124Q: 3 clusters Score -2.044252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217920 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -20442516.000000 Penalty: 3997.107666
	Iteration 125Q: 3 clusters Score -2.044252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217921 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -20442520.000000 Penalty: 3997.107666
	Iteration 126Q: 3 clusters Score -2.044252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217922 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20442512.000000 Penalty: 3997.107666
	Iteration 127Q: 3 clusters Score -2.044251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217924 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -20442518.000000 Penalty: 3997.107666
	Iteration 128Q: 3 clusters Score -2.044252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217923 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20442524.000000 Penalty: 3997.107666
	Iteration 129Q: 3 clusters Score -2.044252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217926 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -20442524.000000 Penalty: 3997.107666
	Iteration 130Q: 3 clusters Score -2.044252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217930 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -20442512.000000 Penalty: 3997.107666
	Iteration 131Q: 3 clusters Score -2.044251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217933 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20442516.000000 Penalty: 3997.107666
	Iteration 132Q: 3 clusters Score -2.044252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217936 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20442518.000000 Penalty: 3997.107666
	Iteration 133Q: 3 clusters Score -2.044252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217939 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20442526.000000 Penalty: 3997.107666
	Iteration 134Q: 3 clusters Score -2.044253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217945 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -20442530.000000 Penalty: 3997.107666
	Iteration 135Q: 3 clusters Score -2.044253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217947 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20442532.000000 Penalty: 3997.107666
	Iteration 136Q: 3 clusters Score -2.044253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217950 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -20442526.000000 Penalty: 3997.107666
	Iteration 137Q: 3 clusters Score -2.044253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20442522.000000 Penalty: 3997.107666
	Iteration 138Q: 3 clusters Score -2.044252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217953 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -20442524.000000 Penalty: 3997.107666
	Iteration 139Q: 3 clusters Score -2.044252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217953 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -20442524.000000 Penalty: 3997.107666
	Iteration 140F: 3 clusters Score -2.044252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Entering Unmasked Estep 
Score: -5890206.000000 Penalty: 1793.211548
	Iteration 0F: 2 clusters Score -5890206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -5848598.000000 Penalty: 3586.423096
	Iteration 0F: 3 clusters Score -5848598 nChanged 29455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -5865397.500000 Penalty: 3586.423096
	Iteration 1F: 3 clusters Score -5865398 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -5865839.000000 Penalty: 3586.423096
	Iteration 2Q: 3 clusters Score -5865839 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -5866181.500000 Penalty: 3586.423096
	Iteration 3Q: 3 clusters Score -5866182 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -5866625.000000 Penalty: 3586.423096
	Iteration 4Q: 3 clusters Score -5866625 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -5867116.500000 Penalty: 3586.423096
	Iteration 5Q: 3 clusters Score -5867116 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5867613.000000 Penalty: 3586.423096
	Iteration 6Q: 3 clusters Score -5867613 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -5868320.000000 Penalty: 3586.423096
	Iteration 7Q: 3 clusters Score -5868320 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5869443.000000 Penalty: 3586.423096
	Iteration 8Q: 3 clusters Score -5869443 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5871164.000000 Penalty: 3586.423096
	Iteration 9F: 3 clusters Score -5871164 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5873740.500000 Penalty: 3586.423096
	Iteration 10F: 3 clusters Score -5873740 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5877002.500000 Penalty: 3586.423096
	Iteration 11F: 3 clusters Score -5877002 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -5880115.000000 Penalty: 3586.423096
	Iteration 12F: 3 clusters Score -5880115 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -5882417.000000 Penalty: 3586.423096
	Iteration 13Q: 3 clusters Score -5882417 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -5883956.000000 Penalty: 3586.423096
	Iteration 14Q: 3 clusters Score -5883956 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -5884950.500000 Penalty: 3586.423096
	Iteration 15Q: 3 clusters Score -5884950 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5885719.500000 Penalty: 3586.423096
	Iteration 16Q: 3 clusters Score -5885720 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5886375.000000 Penalty: 3586.423096
	Iteration 17Q: 3 clusters Score -5886375 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5886912.000000 Penalty: 3586.423096
	Iteration 18Q: 3 clusters Score -5886912 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5887388.000000 Penalty: 3586.423096
	Iteration 19Q: 3 clusters Score -5887388 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5887776.000000 Penalty: 3586.423096
	Iteration 20F: 3 clusters Score -5887776 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5888018.500000 Penalty: 3586.423096
	Iteration 21Q: 3 clusters Score -5888018 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5888213.000000 Penalty: 3586.423096
	Iteration 22Q: 3 clusters Score -5888213 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5888325.500000 Penalty: 3586.423096
	Iteration 23Q: 3 clusters Score -5888326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5888417.500000 Penalty: 3586.423096
	Iteration 24Q: 3 clusters Score -5888418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5888470.500000 Penalty: 3586.423096
	Iteration 25Q: 3 clusters Score -5888470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5888512.000000 Penalty: 3586.423096
	Iteration 26Q: 3 clusters Score -5888512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5888549.000000 Penalty: 3586.423096
	Iteration 27Q: 3 clusters Score -5888549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5888566.000000 Penalty: 3586.423096
	Iteration 28Q: 3 clusters Score -5888566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5888585.000000 Penalty: 3586.423096
	Iteration 29Q: 3 clusters Score -5888585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5888594.000000 Penalty: 3586.423096
	Iteration 30Q: 3 clusters Score -5888594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5888604.500000 Penalty: 3586.423096
	Iteration 31Q: 3 clusters Score -5888604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5888605.000000 Penalty: 3586.423096
	Iteration 32Q: 3 clusters Score -5888605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5888605.500000 Penalty: 3586.423096
	Iteration 33Q: 3 clusters Score -5888606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5888606.500000 Penalty: 3586.423096
	Iteration 34Q: 3 clusters Score -5888606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5888608.500000 Penalty: 3586.423096
	Iteration 35Q: 3 clusters Score -5888608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5888609.500000 Penalty: 3586.423096
	Iteration 36Q: 3 clusters Score -5888610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5888609.000000 Penalty: 3586.423096
	Iteration 37Q: 3 clusters Score -5888609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5888612.500000 Penalty: 3586.423096
	Iteration 38Q: 3 clusters Score -5888612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5888613.500000 Penalty: 3586.423096
	Iteration 39Q: 3 clusters Score -5888614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5888613.500000 Penalty: 3586.423096
	Iteration 40F: 3 clusters Score -5888614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -88020.500000 Penalty: 1136.812012
	Iteration 0F: 2 clusters Score -88020.5 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 527 members 
Entering Unmasked Estep 
Score: -86516.054688 Penalty: 2273.624023
	Iteration 0F: 3 clusters Score -86516.05 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86763.148438 Penalty: 2273.624023
	Iteration 1F: 3 clusters Score -86763.15 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86835.406250 Penalty: 2273.624023
	Iteration 2F: 3 clusters Score -86835.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86875.796875 Penalty: 2273.624023
	Iteration 3Q: 3 clusters Score -86875.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86902.390625 Penalty: 2273.624023
	Iteration 4Q: 3 clusters Score -86902.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86920.640625 Penalty: 2273.624023
	Iteration 5Q: 3 clusters Score -86920.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86933.781250 Penalty: 2273.624023
	Iteration 6Q: 3 clusters Score -86933.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86945.039062 Penalty: 2273.624023
	Iteration 7Q: 3 clusters Score -86945.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86956.242188 Penalty: 2273.624023
	Iteration 8Q: 3 clusters Score -86956.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86963.156250 Penalty: 2273.624023
	Iteration 9Q: 3 clusters Score -86963.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86967.312500 Penalty: 2273.624023
	Iteration 10Q: 3 clusters Score -86967.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86968.781250 Penalty: 2273.624023
	Iteration 11Q: 3 clusters Score -86968.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86969.203125 Penalty: 2273.624023
	Iteration 12Q: 3 clusters Score -86969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86969.203125 Penalty: 2273.624023
	Iteration 13F: 3 clusters Score -86969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -407339.375000 Penalty: 1369.075073
	Iteration 0F: 2 clusters Score -407339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -403654.968750 Penalty: 2738.150146
	Iteration 0F: 3 clusters Score -403655 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -404723.343750 Penalty: 2738.150146
	Iteration 1F: 3 clusters Score -404723.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -404949.437500 Penalty: 2738.150146
	Iteration 2F: 3 clusters Score -404949.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -405146.906250 Penalty: 2738.150146
	Iteration 3F: 3 clusters Score -405146.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -405316.843750 Penalty: 2738.150146
	Iteration 4F: 3 clusters Score -405316.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -405499.968750 Penalty: 2738.150146
	Iteration 5F: 3 clusters Score -405500 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -405640.468750 Penalty: 2738.150146
	Iteration 6Q: 3 clusters Score -405640.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -405766.312500 Penalty: 2738.150146
	Iteration 7Q: 3 clusters Score -405766.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -405873.406250 Penalty: 2738.150146
	Iteration 8Q: 3 clusters Score -405873.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -405951.593750 Penalty: 2738.150146
	Iteration 9Q: 3 clusters Score -405951.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -406021.656250 Penalty: 2738.150146
	Iteration 10Q: 3 clusters Score -406021.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -406080.906250 Penalty: 2738.150146
	Iteration 11Q: 3 clusters Score -406080.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -406129.437500 Penalty: 2738.150146
	Iteration 12Q: 3 clusters Score -406129.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -406162.000000 Penalty: 2738.150146
	Iteration 13Q: 3 clusters Score -406162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -406199.093750 Penalty: 2738.150146
	Iteration 14Q: 3 clusters Score -406199.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -406229.750000 Penalty: 2738.150146
	Iteration 15Q: 3 clusters Score -406229.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -406256.125000 Penalty: 2738.150146
	Iteration 16Q: 3 clusters Score -406256.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -406281.093750 Penalty: 2738.150146
	Iteration 17Q: 3 clusters Score -406281.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -406300.593750 Penalty: 2738.150146
	Iteration 18Q: 3 clusters Score -406300.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -406317.062500 Penalty: 2738.150146
	Iteration 19Q: 3 clusters Score -406317.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -406329.937500 Penalty: 2738.150146
	Iteration 20F: 3 clusters Score -406329.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -406337.156250 Penalty: 2738.150146
	Iteration 21Q: 3 clusters Score -406337.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -406343.343750 Penalty: 2738.150146
	Iteration 22Q: 3 clusters Score -406343.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -406345.812500 Penalty: 2738.150146
	Iteration 23Q: 3 clusters Score -406345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -406349.187500 Penalty: 2738.150146
	Iteration 24Q: 3 clusters Score -406349.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -406352.312500 Penalty: 2738.150146
	Iteration 25Q: 3 clusters Score -406352.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -406358.843750 Penalty: 2738.150146
	Iteration 26Q: 3 clusters Score -406358.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -406364.562500 Penalty: 2738.150146
	Iteration 27Q: 3 clusters Score -406364.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -406370.562500 Penalty: 2738.150146
	Iteration 28Q: 3 clusters Score -406370.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -406372.375000 Penalty: 2738.150146
	Iteration 29Q: 3 clusters Score -406372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -406375.093750 Penalty: 2738.150146
	Iteration 30Q: 3 clusters Score -406375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -406375.968750 Penalty: 2738.150146
	Iteration 31Q: 3 clusters Score -406376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -406375.906250 Penalty: 2738.150146
	Iteration 32Q: 3 clusters Score -406375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -406377.156250 Penalty: 2738.150146
	Iteration 33Q: 3 clusters Score -406377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -406377.156250 Penalty: 2738.150146
	Iteration 34F: 3 clusters Score -406377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Entering Unmasked Estep 
Score: -4321219.000000 Penalty: 1743.569092
	Iteration 0F: 2 clusters Score -4321219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4290518.500000 Penalty: 3487.138184
	Iteration 0F: 3 clusters Score -4290518 nChanged 21538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4302632.000000 Penalty: 3487.138184
	Iteration 1F: 3 clusters Score -4302632 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4303196.500000 Penalty: 3487.138184
	Iteration 2Q: 3 clusters Score -4303196 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -4303815.500000 Penalty: 3487.138184
	Iteration 3Q: 3 clusters Score -4303816 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4304596.000000 Penalty: 3487.138184
	Iteration 4Q: 3 clusters Score -4304596 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -4305534.500000 Penalty: 3487.138184
	Iteration 5Q: 3 clusters Score -4305534 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4306772.000000 Penalty: 3487.138184
	Iteration 6F: 3 clusters Score -4306772 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4308412.500000 Penalty: 3487.138184
	Iteration 7F: 3 clusters Score -4308412 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4310559.500000 Penalty: 3487.138184
	Iteration 8F: 3 clusters Score -4310560 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4312950.500000 Penalty: 3487.138184
	Iteration 9F: 3 clusters Score -4312950 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4315191.000000 Penalty: 3487.138184
	Iteration 10F: 3 clusters Score -4315191 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -4316890.500000 Penalty: 3487.138184
	Iteration 11Q: 3 clusters Score -4316890 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -4318061.500000 Penalty: 3487.138184
	Iteration 12Q: 3 clusters Score -4318062 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -4318762.000000 Penalty: 3487.138184
	Iteration 13Q: 3 clusters Score -4318762 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -4319152.500000 Penalty: 3487.138184
	Iteration 14Q: 3 clusters Score -4319152 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -4319347.000000 Penalty: 3487.138184
	Iteration 15Q: 3 clusters Score -4319347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -4319495.500000 Penalty: 3487.138184
	Iteration 16Q: 3 clusters Score -4319496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -4319574.500000 Penalty: 3487.138184
	Iteration 17Q: 3 clusters Score -4319574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -4319622.500000 Penalty: 3487.138184
	Iteration 18Q: 3 clusters Score -4319622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -4319659.500000 Penalty: 3487.138184
	Iteration 19Q: 3 clusters Score -4319660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -4319677.000000 Penalty: 3487.138184
	Iteration 20F: 3 clusters Score -4319677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -4319688.500000 Penalty: 3487.138184
	Iteration 21Q: 3 clusters Score -4319688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -4319693.000000 Penalty: 3487.138184
	Iteration 22Q: 3 clusters Score -4319693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -4319694.500000 Penalty: 3487.138184
	Iteration 23Q: 3 clusters Score -4319694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -4319695.500000 Penalty: 3487.138184
	Iteration 24Q: 3 clusters Score -4319696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -4319695.500000 Penalty: 3487.138184
	Iteration 25Q: 3 clusters Score -4319696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -4319698.000000 Penalty: 3487.138184
	Iteration 26Q: 3 clusters Score -4319698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -4319699.500000 Penalty: 3487.138184
	Iteration 27Q: 3 clusters Score -4319700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -4319699.000000 Penalty: 3487.138184
	Iteration 28Q: 3 clusters Score -4319699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -4319705.500000 Penalty: 3487.138184
	Iteration 29Q: 3 clusters Score -4319706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -4319709.500000 Penalty: 3487.138184
	Iteration 30Q: 3 clusters Score -4319710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -4319710.000000 Penalty: 3487.138184
	Iteration 31Q: 3 clusters Score -4319710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -4319711.000000 Penalty: 3487.138184
	Iteration 32Q: 3 clusters Score -4319711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -4319711.500000 Penalty: 3487.138184
	Iteration 33Q: 3 clusters Score -4319712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -4319715.000000 Penalty: 3487.138184
	Iteration 34Q: 3 clusters Score -4319715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -4319723.500000 Penalty: 3487.138184
	Iteration 35Q: 3 clusters Score -4319724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -4319722.500000 Penalty: 3487.138184
	Iteration 36Q: 3 clusters Score -4319722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -4319725.500000 Penalty: 3487.138184
	Iteration 37Q: 3 clusters Score -4319726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -4319733.500000 Penalty: 3487.138184
	Iteration 38Q: 3 clusters Score -4319734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -4319733.000000 Penalty: 3487.138184
	Iteration 39Q: 3 clusters Score -4319733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -4319733.000000 Penalty: 3487.138184
	Iteration 40F: 3 clusters Score -4319733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -4319733.000000 Penalty: 3487.138184
	Iteration 41Q: 3 clusters Score -4319733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -4319734.500000 Penalty: 3487.138184
	Iteration 42Q: 3 clusters Score -4319734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -4319730.000000 Penalty: 3487.138184
	Iteration 43Q: 3 clusters Score -4319730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -4319729.500000 Penalty: 3487.138184
	Iteration 44Q: 3 clusters Score -4319730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -4319729.500000 Penalty: 3487.138184
	Iteration 45F: 3 clusters Score -4319730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Entering Unmasked Estep 
Score: -2487075.500000 Penalty: 1663.044678
	Iteration 0F: 2 clusters Score -2487076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2468329.000000 Penalty: 3326.089355
	Iteration 0F: 3 clusters Score -2468329 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2475626.000000 Penalty: 3326.089355
	Iteration 1F: 3 clusters Score -2475626 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2476167.250000 Penalty: 3326.089355
	Iteration 2Q: 3 clusters Score -2476167 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2476770.250000 Penalty: 3326.089355
	Iteration 3Q: 3 clusters Score -2476770 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2477564.250000 Penalty: 3326.089355
	Iteration 4F: 3 clusters Score -2477564 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2478567.500000 Penalty: 3326.089355
	Iteration 5F: 3 clusters Score -2478568 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2479811.250000 Penalty: 3326.089355
	Iteration 6F: 3 clusters Score -2479811 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2481172.000000 Penalty: 3326.089355
	Iteration 7F: 3 clusters Score -2481172 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2482418.000000 Penalty: 3326.089355
	Iteration 8F: 3 clusters Score -2482418 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2483445.250000 Penalty: 3326.089355
	Iteration 9Q: 3 clusters Score -2483445 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -2484210.250000 Penalty: 3326.089355
	Iteration 10Q: 3 clusters Score -2484210 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -2484722.000000 Penalty: 3326.089355
	Iteration 11Q: 3 clusters Score -2484722 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2485068.500000 Penalty: 3326.089355
	Iteration 12Q: 3 clusters Score -2485068 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2485272.000000 Penalty: 3326.089355
	Iteration 13Q: 3 clusters Score -2485272 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -2485409.000000 Penalty: 3326.089355
	Iteration 14Q: 3 clusters Score -2485409 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -2485492.750000 Penalty: 3326.089355
	Iteration 15Q: 3 clusters Score -2485493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -2485540.000000 Penalty: 3326.089355
	Iteration 16Q: 3 clusters Score -2485540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -2485574.250000 Penalty: 3326.089355
	Iteration 17Q: 3 clusters Score -2485574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -2485598.000000 Penalty: 3326.089355
	Iteration 18Q: 3 clusters Score -2485598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2485612.000000 Penalty: 3326.089355
	Iteration 19Q: 3 clusters Score -2485612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -2485627.000000 Penalty: 3326.089355
	Iteration 20F: 3 clusters Score -2485627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -2485634.250000 Penalty: 3326.089355
	Iteration 21Q: 3 clusters Score -2485634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -2485638.500000 Penalty: 3326.089355
	Iteration 22Q: 3 clusters Score -2485638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2485639.500000 Penalty: 3326.089355
	Iteration 23Q: 3 clusters Score -2485640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -2485640.750000 Penalty: 3326.089355
	Iteration 24Q: 3 clusters Score -2485641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2485645.250000 Penalty: 3326.089355
	Iteration 25Q: 3 clusters Score -2485645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2485645.250000 Penalty: 3326.089355
	Iteration 26Q: 3 clusters Score -2485645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2485645.250000 Penalty: 3326.089355
	Iteration 27F: 3 clusters Score -2485645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -42972.367188 Penalty: 1016.559387
	Iteration 0F: 2 clusters Score -42972.37 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 282 members 
Entering Unmasked Estep 
Score: -41856.730469 Penalty: 2033.118774
	Iteration 0F: 3 clusters Score -41856.73 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41993.628906 Penalty: 2033.118774
	Iteration 1F: 3 clusters Score -41993.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42055.765625 Penalty: 2033.118774
	Iteration 2F: 3 clusters Score -42055.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42088.855469 Penalty: 2033.118774
	Iteration 3Q: 3 clusters Score -42088.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42111.769531 Penalty: 2033.118774
	Iteration 4Q: 3 clusters Score -42111.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42129.839844 Penalty: 2033.118774
	Iteration 5Q: 3 clusters Score -42129.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42141.632812 Penalty: 2033.118774
	Iteration 6Q: 3 clusters Score -42141.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42145.902344 Penalty: 2033.118774
	Iteration 7Q: 3 clusters Score -42145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42151.957031 Penalty: 2033.118774
	Iteration 8Q: 3 clusters Score -42151.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42152.812500 Penalty: 2033.118774
	Iteration 9Q: 3 clusters Score -42152.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42152.812500 Penalty: 2033.118774
	Iteration 10F: 3 clusters Score -42152.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -31297.630859 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -31297.63 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 261 members 
Entering Unmasked Estep 
Score: -30516.166016 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -30516.17 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31486.468750 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -31486.47 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32077.101562 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -32077.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32594.515625 Penalty: 2066.861572
	Iteration 3F: 3 clusters Score -32594.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32767.099609 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -32767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32797.566406 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -32797.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32806.546875 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -32806.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32810.648438 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -32810.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32818.437500 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -32818.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32824.695312 Penalty: 2066.861572
	Iteration 9Q: 3 clusters Score -32824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32828.082031 Penalty: 2066.861572
	Iteration 10Q: 3 clusters Score -32828.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32842.714844 Penalty: 2066.861572
	Iteration 11Q: 3 clusters Score -32842.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32848.695312 Penalty: 2066.861572
	Iteration 12Q: 3 clusters Score -32848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32873.355469 Penalty: 2066.861572
	Iteration 13Q: 3 clusters Score -32873.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32874.476562 Penalty: 2066.861572
	Iteration 14Q: 3 clusters Score -32874.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32875.679688 Penalty: 2066.861572
	Iteration 15Q: 3 clusters Score -32875.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32875.679688 Penalty: 2066.861572
	Iteration 16F: 3 clusters Score -32875.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 219431 members 
Mstep: Class 5 contains 62016 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 45691 members 
Mstep: Class 9 contains 27837 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 16 contains 186063 members 
Mstep: Class 17 contains 64758 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 54657 members 
Entering Unmasked Estep 
Score: -66445148.000000 Penalty: 43859.843750
Splitting cluster 11 changes total score from -66444536.000000 to -66445148.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -51180.628906 Penalty: 1054.989014
	Iteration 0F: 2 clusters Score -51180.63 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 322 members 
Entering Unmasked Estep 
Score: -49998.921875 Penalty: 2109.978027
	Iteration 0F: 3 clusters Score -49998.92 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50209.328125 Penalty: 2109.978027
	Iteration 1F: 3 clusters Score -50209.33 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50330.601562 Penalty: 2109.978027
	Iteration 2F: 3 clusters Score -50330.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50446.113281 Penalty: 2109.978027
	Iteration 3F: 3 clusters Score -50446.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50519.742188 Penalty: 2109.978027
	Iteration 4F: 3 clusters Score -50519.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50553.566406 Penalty: 2109.978027
	Iteration 5Q: 3 clusters Score -50553.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50575.425781 Penalty: 2109.978027
	Iteration 6Q: 3 clusters Score -50575.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50586.652344 Penalty: 2109.978027
	Iteration 7Q: 3 clusters Score -50586.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50600.093750 Penalty: 2109.978027
	Iteration 8Q: 3 clusters Score -50600.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50620.437500 Penalty: 2109.978027
	Iteration 9Q: 3 clusters Score -50620.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50643.675781 Penalty: 2109.978027
	Iteration 10Q: 3 clusters Score -50643.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50655.402344 Penalty: 2109.978027
	Iteration 11Q: 3 clusters Score -50655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50661.140625 Penalty: 2109.978027
	Iteration 12Q: 3 clusters Score -50661.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50664.164062 Penalty: 2109.978027
	Iteration 13Q: 3 clusters Score -50664.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50675.980469 Penalty: 2109.978027
	Iteration 14Q: 3 clusters Score -50675.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50678.933594 Penalty: 2109.978027
	Iteration 15Q: 3 clusters Score -50678.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50678.933594 Penalty: 2109.978027
	Iteration 16F: 3 clusters Score -50678.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Entering Unmasked Estep 
Score: -1012857.750000 Penalty: 1509.937134
	Iteration 0F: 2 clusters Score -1012858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1005207.750000 Penalty: 3019.874268
	Iteration 0F: 3 clusters Score -1005208 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1007622.437500 Penalty: 3019.874268
	Iteration 1F: 3 clusters Score -1007622 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1007918.562500 Penalty: 3019.874268
	Iteration 2F: 3 clusters Score -1007919 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1008189.500000 Penalty: 3019.874268
	Iteration 3F: 3 clusters Score -1008190 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1008454.125000 Penalty: 3019.874268
	Iteration 4Q: 3 clusters Score -1008454 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1008772.000000 Penalty: 3019.874268
	Iteration 5Q: 3 clusters Score -1008772 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1009153.375000 Penalty: 3019.874268
	Iteration 6Q: 3 clusters Score -1009153 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1009547.500000 Penalty: 3019.874268
	Iteration 7Q: 3 clusters Score -1009548 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1009912.500000 Penalty: 3019.874268
	Iteration 8Q: 3 clusters Score -1009912 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1010244.312500 Penalty: 3019.874268
	Iteration 9Q: 3 clusters Score -1010244 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1010538.437500 Penalty: 3019.874268
	Iteration 10Q: 3 clusters Score -1010538 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1010782.500000 Penalty: 3019.874268
	Iteration 11Q: 3 clusters Score -1010782 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1010937.937500 Penalty: 3019.874268
	Iteration 12Q: 3 clusters Score -1010938 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1011075.875000 Penalty: 3019.874268
	Iteration 13Q: 3 clusters Score -1011076 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1011179.875000 Penalty: 3019.874268
	Iteration 14Q: 3 clusters Score -1011180 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1011261.625000 Penalty: 3019.874268
	Iteration 15Q: 3 clusters Score -1011262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1011324.937500 Penalty: 3019.874268
	Iteration 16Q: 3 clusters Score -1011325 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1011375.375000 Penalty: 3019.874268
	Iteration 17Q: 3 clusters Score -1011375 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1011422.812500 Penalty: 3019.874268
	Iteration 18Q: 3 clusters Score -1011423 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1011459.687500 Penalty: 3019.874268
	Iteration 19Q: 3 clusters Score -1011460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1011486.750000 Penalty: 3019.874268
	Iteration 20F: 3 clusters Score -1011487 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1011513.750000 Penalty: 3019.874268
	Iteration 21Q: 3 clusters Score -1011514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1011531.187500 Penalty: 3019.874268
	Iteration 22Q: 3 clusters Score -1011531 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1011543.375000 Penalty: 3019.874268
	Iteration 23Q: 3 clusters Score -1011543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1011552.937500 Penalty: 3019.874268
	Iteration 24Q: 3 clusters Score -1011553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1011558.312500 Penalty: 3019.874268
	Iteration 25Q: 3 clusters Score -1011558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1011562.500000 Penalty: 3019.874268
	Iteration 26Q: 3 clusters Score -1011562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1011568.312500 Penalty: 3019.874268
	Iteration 27Q: 3 clusters Score -1011568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1011570.750000 Penalty: 3019.874268
	Iteration 28Q: 3 clusters Score -1011571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1011577.437500 Penalty: 3019.874268
	Iteration 29Q: 3 clusters Score -1011577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1011583.000000 Penalty: 3019.874268
	Iteration 30Q: 3 clusters Score -1011583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1011589.750000 Penalty: 3019.874268
	Iteration 31Q: 3 clusters Score -1011590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1011595.687500 Penalty: 3019.874268
	Iteration 32Q: 3 clusters Score -1011596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1011599.937500 Penalty: 3019.874268
	Iteration 33Q: 3 clusters Score -1011600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1011600.812500 Penalty: 3019.874268
	Iteration 34Q: 3 clusters Score -1011601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1011604.812500 Penalty: 3019.874268
	Iteration 35Q: 3 clusters Score -1011605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1011609.687500 Penalty: 3019.874268
	Iteration 36Q: 3 clusters Score -1011610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1011611.875000 Penalty: 3019.874268
	Iteration 37Q: 3 clusters Score -1011612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1011614.000000 Penalty: 3019.874268
	Iteration 38Q: 3 clusters Score -1011614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1011616.375000 Penalty: 3019.874268
	Iteration 39Q: 3 clusters Score -1011616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1011618.000000 Penalty: 3019.874268
	Iteration 40F: 3 clusters Score -1011618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1011619.562500 Penalty: 3019.874268
	Iteration 41Q: 3 clusters Score -1011620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1011622.437500 Penalty: 3019.874268
	Iteration 42Q: 3 clusters Score -1011622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1011625.125000 Penalty: 3019.874268
	Iteration 43Q: 3 clusters Score -1011625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1011632.562500 Penalty: 3019.874268
	Iteration 44Q: 3 clusters Score -1011633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1011636.625000 Penalty: 3019.874268
	Iteration 45Q: 3 clusters Score -1011637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1011642.312500 Penalty: 3019.874268
	Iteration 46Q: 3 clusters Score -1011642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1011648.875000 Penalty: 3019.874268
	Iteration 47Q: 3 clusters Score -1011649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1011649.687500 Penalty: 3019.874268
	Iteration 48Q: 3 clusters Score -1011650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1011654.125000 Penalty: 3019.874268
	Iteration 49Q: 3 clusters Score -1011654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1011654.625000 Penalty: 3019.874268
	Iteration 50Q: 3 clusters Score -1011655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1011655.937500 Penalty: 3019.874268
	Iteration 51Q: 3 clusters Score -1011656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1011660.750000 Penalty: 3019.874268
	Iteration 52Q: 3 clusters Score -1011661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1011658.250000 Penalty: 3019.874268
	Iteration 53Q: 3 clusters Score -1011658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1011658.875000 Penalty: 3019.874268
	Iteration 54Q: 3 clusters Score -1011659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1011660.125000 Penalty: 3019.874268
	Iteration 55Q: 3 clusters Score -1011660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1011662.312500 Penalty: 3019.874268
	Iteration 56Q: 3 clusters Score -1011662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1011662.312500 Penalty: 3019.874268
	Iteration 57Q: 3 clusters Score -1011662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1011662.312500 Penalty: 3019.874268
	Iteration 58F: 3 clusters Score -1011662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186063 members 
Entering Unmasked Estep 
Score: -17434658.000000 Penalty: 1971.749146
	Iteration 0F: 2 clusters Score -1.743466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -17315722.000000 Penalty: 3943.498291
	Iteration 0F: 3 clusters Score -1.731572e+07 nChanged 90019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -17368626.000000 Penalty: 3943.498291
	Iteration 1F: 3 clusters Score -1.736863e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -17369994.000000 Penalty: 3943.498291
	Iteration 2Q: 3 clusters Score -1.736999e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -17371994.000000 Penalty: 3943.498291
	Iteration 3Q: 3 clusters Score -1.737199e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -17374950.000000 Penalty: 3943.498291
	Iteration 4Q: 3 clusters Score -1.737495e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -17379384.000000 Penalty: 3943.498291
	Iteration 5F: 3 clusters Score -1.737938e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122416 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -17386344.000000 Penalty: 3943.498291
	Iteration 6F: 3 clusters Score -1.738634e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133206 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -17395426.000000 Penalty: 3943.498291
	Iteration 7F: 3 clusters Score -1.739543e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144109 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -17405684.000000 Penalty: 3943.498291
	Iteration 8F: 3 clusters Score -1.740568e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -17416444.000000 Penalty: 3943.498291
	Iteration 9F: 3 clusters Score -1.741644e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -17424832.000000 Penalty: 3943.498291
	Iteration 10Q: 3 clusters Score -1.742483e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168114 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -17429750.000000 Penalty: 3943.498291
	Iteration 11Q: 3 clusters Score -1.742975e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173803 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -17432188.000000 Penalty: 3943.498291
	Iteration 12Q: 3 clusters Score -1.743219e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178073 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -17433202.000000 Penalty: 3943.498291
	Iteration 13Q: 3 clusters Score -1.74332e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181048 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -17433560.000000 Penalty: 3943.498291
	Iteration 14Q: 3 clusters Score -1.743356e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182897 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -17433724.000000 Penalty: 3943.498291
	Iteration 15Q: 3 clusters Score -1.743372e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183944 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -17433650.000000 Penalty: 3943.498291
	Iteration 16Q: 3 clusters Score -1.743365e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184539 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17433588.000000 Penalty: 3943.498291
	Iteration 17Q: 3 clusters Score -1.743359e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184874 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -17433554.000000 Penalty: 3943.498291
	Iteration 18Q: 3 clusters Score -1.743355e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185092 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -17433538.000000 Penalty: 3943.498291
	Iteration 19Q: 3 clusters Score -1.743354e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185211 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -17433546.000000 Penalty: 3943.498291
	Iteration 20F: 3 clusters Score -1.743355e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185284 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17433548.000000 Penalty: 3943.498291
	Iteration 21Q: 3 clusters Score -1.743355e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185346 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17433544.000000 Penalty: 3943.498291
	Iteration 22Q: 3 clusters Score -1.743354e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185387 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -17433524.000000 Penalty: 3943.498291
	Iteration 23Q: 3 clusters Score -1.743352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185417 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -17433528.000000 Penalty: 3943.498291
	Iteration 24Q: 3 clusters Score -1.743353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185439 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -17433526.000000 Penalty: 3943.498291
	Iteration 25Q: 3 clusters Score -1.743353e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185455 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -17433518.000000 Penalty: 3943.498291
	Iteration 26Q: 3 clusters Score -1.743352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185471 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17433530.000000 Penalty: 3943.498291
	Iteration 27Q: 3 clusters Score -1.743353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185486 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -17433520.000000 Penalty: 3943.498291
	Iteration 28Q: 3 clusters Score -1.743352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185491 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17433528.000000 Penalty: 3943.498291
	Iteration 29Q: 3 clusters Score -1.743353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185501 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -17433534.000000 Penalty: 3943.498291
	Iteration 30Q: 3 clusters Score -1.743353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17433542.000000 Penalty: 3943.498291
	Iteration 31Q: 3 clusters Score -1.743354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185502 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17433536.000000 Penalty: 3943.498291
	Iteration 32Q: 3 clusters Score -1.743354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185506 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -17433532.000000 Penalty: 3943.498291
	Iteration 33Q: 3 clusters Score -1.743353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185511 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -17433524.000000 Penalty: 3943.498291
	Iteration 34Q: 3 clusters Score -1.743352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185512 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -17433530.000000 Penalty: 3943.498291
	Iteration 35Q: 3 clusters Score -1.743353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185513 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -17433530.000000 Penalty: 3943.498291
	Iteration 36Q: 3 clusters Score -1.743353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185513 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -17433528.000000 Penalty: 3943.498291
	Iteration 37Q: 3 clusters Score -1.743353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185512 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -17433534.000000 Penalty: 3943.498291
	Iteration 38Q: 3 clusters Score -1.743353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185512 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -17433534.000000 Penalty: 3943.498291
	Iteration 39Q: 3 clusters Score -1.743353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185511 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -17433546.000000 Penalty: 3943.498291
	Iteration 40F: 3 clusters Score -1.743355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185509 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -17433548.000000 Penalty: 3943.498291
	Iteration 41Q: 3 clusters Score -1.743355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185511 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -17433552.000000 Penalty: 3943.498291
	Iteration 42Q: 3 clusters Score -1.743355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185512 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -17433556.000000 Penalty: 3943.498291
	Iteration 43Q: 3 clusters Score -1.743356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185513 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -17433554.000000 Penalty: 3943.498291
	Iteration 44Q: 3 clusters Score -1.743355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185514 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -17433552.000000 Penalty: 3943.498291
	Iteration 45Q: 3 clusters Score -1.743355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185514 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -17433552.000000 Penalty: 3943.498291
	Iteration 46F: 3 clusters Score -1.743355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Entering Unmasked Estep 
Score: -6123223.500000 Penalty: 1800.241943
	Iteration 0F: 2 clusters Score -6123224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -6079887.500000 Penalty: 3600.483887
	Iteration 0F: 3 clusters Score -6079888 nChanged 30755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -6097372.500000 Penalty: 3600.483887
	Iteration 1F: 3 clusters Score -6097372 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -6097945.000000 Penalty: 3600.483887
	Iteration 2Q: 3 clusters Score -6097945 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -6098756.500000 Penalty: 3600.483887
	Iteration 3Q: 3 clusters Score -6098756 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -6099880.500000 Penalty: 3600.483887
	Iteration 4Q: 3 clusters Score -6099880 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -6101773.000000 Penalty: 3600.483887
	Iteration 5Q: 3 clusters Score -6101773 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -6104320.000000 Penalty: 3600.483887
	Iteration 6F: 3 clusters Score -6104320 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6107538.500000 Penalty: 3600.483887
	Iteration 7F: 3 clusters Score -6107538 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -6110982.500000 Penalty: 3600.483887
	Iteration 8F: 3 clusters Score -6110982 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -6113839.000000 Penalty: 3600.483887
	Iteration 9F: 3 clusters Score -6113839 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -6116007.000000 Penalty: 3600.483887
	Iteration 10Q: 3 clusters Score -6116007 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -6117664.000000 Penalty: 3600.483887
	Iteration 11Q: 3 clusters Score -6117664 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -6118816.500000 Penalty: 3600.483887
	Iteration 12Q: 3 clusters Score -6118816 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -6119647.500000 Penalty: 3600.483887
	Iteration 13Q: 3 clusters Score -6119648 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -6120294.500000 Penalty: 3600.483887
	Iteration 14Q: 3 clusters Score -6120294 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -6120724.500000 Penalty: 3600.483887
	Iteration 15Q: 3 clusters Score -6120724 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -6121030.000000 Penalty: 3600.483887
	Iteration 16Q: 3 clusters Score -6121030 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -6121242.500000 Penalty: 3600.483887
	Iteration 17Q: 3 clusters Score -6121242 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -6121387.500000 Penalty: 3600.483887
	Iteration 18Q: 3 clusters Score -6121388 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -6121459.000000 Penalty: 3600.483887
	Iteration 19Q: 3 clusters Score -6121459 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -6121538.500000 Penalty: 3600.483887
	Iteration 20F: 3 clusters Score -6121538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -6121592.500000 Penalty: 3600.483887
	Iteration 21Q: 3 clusters Score -6121592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -6121619.000000 Penalty: 3600.483887
	Iteration 22Q: 3 clusters Score -6121619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -6121638.500000 Penalty: 3600.483887
	Iteration 23Q: 3 clusters Score -6121638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -6121661.500000 Penalty: 3600.483887
	Iteration 24Q: 3 clusters Score -6121662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -6121678.500000 Penalty: 3600.483887
	Iteration 25Q: 3 clusters Score -6121678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -6121692.500000 Penalty: 3600.483887
	Iteration 26Q: 3 clusters Score -6121692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -6121705.500000 Penalty: 3600.483887
	Iteration 27Q: 3 clusters Score -6121706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -6121705.500000 Penalty: 3600.483887
	Iteration 28Q: 3 clusters Score -6121706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -6121709.000000 Penalty: 3600.483887
	Iteration 29Q: 3 clusters Score -6121709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -6121710.000000 Penalty: 3600.483887
	Iteration 30Q: 3 clusters Score -6121710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -6121709.000000 Penalty: 3600.483887
	Iteration 31Q: 3 clusters Score -6121709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -6121713.500000 Penalty: 3600.483887
	Iteration 32Q: 3 clusters Score -6121714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -6121710.000000 Penalty: 3600.483887
	Iteration 33Q: 3 clusters Score -6121710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -6121712.000000 Penalty: 3600.483887
	Iteration 34Q: 3 clusters Score -6121712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -6121712.000000 Penalty: 3600.483887
	Iteration 35Q: 3 clusters Score -6121712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -6121717.000000 Penalty: 3600.483887
	Iteration 36Q: 3 clusters Score -6121717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -6121723.500000 Penalty: 3600.483887
	Iteration 37Q: 3 clusters Score -6121724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -6121726.000000 Penalty: 3600.483887
	Iteration 38Q: 3 clusters Score -6121726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -6121730.000000 Penalty: 3600.483887
	Iteration 39Q: 3 clusters Score -6121730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -6121732.000000 Penalty: 3600.483887
	Iteration 40F: 3 clusters Score -6121732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -6121738.500000 Penalty: 3600.483887
	Iteration 41Q: 3 clusters Score -6121738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -6121735.000000 Penalty: 3600.483887
	Iteration 42Q: 3 clusters Score -6121735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -6121735.000000 Penalty: 3600.483887
	Iteration 43F: 3 clusters Score -6121735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -80906.132812 Penalty: 1116.383667
	Iteration 0F: 2 clusters Score -80906.13 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 494 members 
Entering Unmasked Estep 
Score: -79500.281250 Penalty: 2232.767334
	Iteration 0F: 3 clusters Score -79500.28 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79723.421875 Penalty: 2232.767334
	Iteration 1F: 3 clusters Score -79723.42 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79808.851562 Penalty: 2232.767334
	Iteration 2F: 3 clusters Score -79808.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79850.046875 Penalty: 2232.767334
	Iteration 3Q: 3 clusters Score -79850.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79881.351562 Penalty: 2232.767334
	Iteration 4Q: 3 clusters Score -79881.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79899.070312 Penalty: 2232.767334
	Iteration 5Q: 3 clusters Score -79899.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79923.328125 Penalty: 2232.767334
	Iteration 6Q: 3 clusters Score -79923.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79965.132812 Penalty: 2232.767334
	Iteration 7Q: 3 clusters Score -79965.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80048.007812 Penalty: 2232.767334
	Iteration 8Q: 3 clusters Score -80048.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80147.898438 Penalty: 2232.767334
	Iteration 9F: 3 clusters Score -80147.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80208.023438 Penalty: 2232.767334
	Iteration 10Q: 3 clusters Score -80208.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80271.343750 Penalty: 2232.767334
	Iteration 11Q: 3 clusters Score -80271.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80322.117188 Penalty: 2232.767334
	Iteration 12Q: 3 clusters Score -80322.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80356.312500 Penalty: 2232.767334
	Iteration 13Q: 3 clusters Score -80356.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80377.281250 Penalty: 2232.767334
	Iteration 14Q: 3 clusters Score -80377.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -80401.406250 Penalty: 2232.767334
	Iteration 15Q: 3 clusters Score -80401.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80427.406250 Penalty: 2232.767334
	Iteration 16Q: 3 clusters Score -80427.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -80440.789062 Penalty: 2232.767334
	Iteration 17Q: 3 clusters Score -80440.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -80446.843750 Penalty: 2232.767334
	Iteration 18Q: 3 clusters Score -80446.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80448.156250 Penalty: 2232.767334
	Iteration 19Q: 3 clusters Score -80448.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80448.156250 Penalty: 2232.767334
	Iteration 20F: 3 clusters Score -80448.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -35626.691406 Penalty: 1046.653809
	Iteration 0F: 2 clusters Score -35626.69 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 313 members 
Entering Unmasked Estep 
Score: -34785.417969 Penalty: 2093.307617
	Iteration 0F: 3 clusters Score -34785.42 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35446.035156 Penalty: 2093.307617
	Iteration 1F: 3 clusters Score -35446.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35704.246094 Penalty: 2093.307617
	Iteration 2F: 3 clusters Score -35704.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35878.222656 Penalty: 2093.307617
	Iteration 3Q: 3 clusters Score -35878.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35966.179688 Penalty: 2093.307617
	Iteration 4Q: 3 clusters Score -35966.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36014.031250 Penalty: 2093.307617
	Iteration 5Q: 3 clusters Score -36014.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36024.175781 Penalty: 2093.307617
	Iteration 6Q: 3 clusters Score -36024.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36029.539062 Penalty: 2093.307617
	Iteration 7Q: 3 clusters Score -36029.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36032.378906 Penalty: 2093.307617
	Iteration 8Q: 3 clusters Score -36032.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36032.378906 Penalty: 2093.307617
	Iteration 9F: 3 clusters Score -36032.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 219431 members 
Mstep: Class 5 contains 62016 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 45691 members 
Mstep: Class 9 contains 27837 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 177 members 
Mstep: Class 16 contains 186063 members 
Mstep: Class 17 contains 64758 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 54657 members 
Entering Unmasked Estep 
Score: -66444496.000000 Penalty: 46052.835938
Splitting cluster 19 changes total score from -66444536.000000 to -66444496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -60154.546875 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -60154.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -58920.343750 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -58920.34 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59148.191406 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -59148.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59303.472656 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -59303.47 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59533.574219 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -59533.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59709.621094 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -59709.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59828.730469 Penalty: 2154.542969
	Iteration 5F: 3 clusters Score -59828.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59885.113281 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -59885.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59909.460938 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -59909.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59939.308594 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -59939.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59976.089844 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -59976.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59986.468750 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -59986.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59991.062500 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -59991.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59991.562500 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -59991.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59992.417969 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -59992.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59992.417969 Penalty: 2154.542969
	Iteration 14F: 3 clusters Score -59992.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Entering Unmasked Estep 
Score: -5166470.000000 Penalty: 1772.685303
	Iteration 0F: 2 clusters Score -5166470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5130151.500000 Penalty: 3545.370605
	Iteration 0F: 3 clusters Score -5130152 nChanged 25700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -5144721.500000 Penalty: 3545.370605
	Iteration 1F: 3 clusters Score -5144722 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -5145488.500000 Penalty: 3545.370605
	Iteration 2Q: 3 clusters Score -5145488 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5146553.000000 Penalty: 3545.370605
	Iteration 3Q: 3 clusters Score -5146553 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5148019.500000 Penalty: 3545.370605
	Iteration 4F: 3 clusters Score -5148020 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -5150075.500000 Penalty: 3545.370605
	Iteration 5F: 3 clusters Score -5150076 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5152571.000000 Penalty: 3545.370605
	Iteration 6F: 3 clusters Score -5152571 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5155343.000000 Penalty: 3545.370605
	Iteration 7F: 3 clusters Score -5155343 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5157596.000000 Penalty: 3545.370605
	Iteration 8F: 3 clusters Score -5157596 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -5158823.000000 Penalty: 3545.370605
	Iteration 9Q: 3 clusters Score -5158823 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5159421.000000 Penalty: 3545.370605
	Iteration 10Q: 3 clusters Score -5159421 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -5159738.000000 Penalty: 3545.370605
	Iteration 11Q: 3 clusters Score -5159738 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -5159998.000000 Penalty: 3545.370605
	Iteration 12Q: 3 clusters Score -5159998 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5160250.000000 Penalty: 3545.370605
	Iteration 13Q: 3 clusters Score -5160250 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5160462.000000 Penalty: 3545.370605
	Iteration 14Q: 3 clusters Score -5160462 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -5160683.000000 Penalty: 3545.370605
	Iteration 15Q: 3 clusters Score -5160683 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5160908.000000 Penalty: 3545.370605
	Iteration 16Q: 3 clusters Score -5160908 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -5161144.500000 Penalty: 3545.370605
	Iteration 17Q: 3 clusters Score -5161144 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -5161360.500000 Penalty: 3545.370605
	Iteration 18Q: 3 clusters Score -5161360 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -5161540.000000 Penalty: 3545.370605
	Iteration 19Q: 3 clusters Score -5161540 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -5161716.000000 Penalty: 3545.370605
	Iteration 20F: 3 clusters Score -5161716 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5161846.500000 Penalty: 3545.370605
	Iteration 21Q: 3 clusters Score -5161846 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -5162018.000000 Penalty: 3545.370605
	Iteration 22Q: 3 clusters Score -5162018 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -5162176.500000 Penalty: 3545.370605
	Iteration 23Q: 3 clusters Score -5162176 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -5162375.500000 Penalty: 3545.370605
	Iteration 24Q: 3 clusters Score -5162376 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -5162574.500000 Penalty: 3545.370605
	Iteration 25Q: 3 clusters Score -5162574 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -5162713.500000 Penalty: 3545.370605
	Iteration 26Q: 3 clusters Score -5162714 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -5162853.500000 Penalty: 3545.370605
	Iteration 27Q: 3 clusters Score -5162854 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -5162978.500000 Penalty: 3545.370605
	Iteration 28Q: 3 clusters Score -5162978 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -5163103.500000 Penalty: 3545.370605
	Iteration 29Q: 3 clusters Score -5163104 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5163234.000000 Penalty: 3545.370605
	Iteration 30Q: 3 clusters Score -5163234 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -5163340.000000 Penalty: 3545.370605
	Iteration 31Q: 3 clusters Score -5163340 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5163455.000000 Penalty: 3545.370605
	Iteration 32Q: 3 clusters Score -5163455 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -5163591.000000 Penalty: 3545.370605
	Iteration 33Q: 3 clusters Score -5163591 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -5163724.000000 Penalty: 3545.370605
	Iteration 34Q: 3 clusters Score -5163724 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -5163794.500000 Penalty: 3545.370605
	Iteration 35Q: 3 clusters Score -5163794 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5163899.000000 Penalty: 3545.370605
	Iteration 36Q: 3 clusters Score -5163899 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5163998.500000 Penalty: 3545.370605
	Iteration 37Q: 3 clusters Score -5163998 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -5164100.500000 Penalty: 3545.370605
	Iteration 38Q: 3 clusters Score -5164100 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -5164182.500000 Penalty: 3545.370605
	Iteration 39Q: 3 clusters Score -5164182 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -5164254.500000 Penalty: 3545.370605
	Iteration 40F: 3 clusters Score -5164254 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -5164309.500000 Penalty: 3545.370605
	Iteration 41Q: 3 clusters Score -5164310 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -5164364.500000 Penalty: 3545.370605
	Iteration 42Q: 3 clusters Score -5164364 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -5164439.000000 Penalty: 3545.370605
	Iteration 43Q: 3 clusters Score -5164439 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -5164515.000000 Penalty: 3545.370605
	Iteration 44Q: 3 clusters Score -5164515 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5164576.000000 Penalty: 3545.370605
	Iteration 45Q: 3 clusters Score -5164576 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5164648.500000 Penalty: 3545.370605
	Iteration 46Q: 3 clusters Score -5164648 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5164687.000000 Penalty: 3545.370605
	Iteration 47Q: 3 clusters Score -5164687 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5164737.000000 Penalty: 3545.370605
	Iteration 48Q: 3 clusters Score -5164737 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5164789.500000 Penalty: 3545.370605
	Iteration 49Q: 3 clusters Score -5164790 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5164830.000000 Penalty: 3545.370605
	Iteration 50Q: 3 clusters Score -5164830 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5164864.500000 Penalty: 3545.370605
	Iteration 51Q: 3 clusters Score -5164864 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5164913.000000 Penalty: 3545.370605
	Iteration 52Q: 3 clusters Score -5164913 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5164966.500000 Penalty: 3545.370605
	Iteration 53Q: 3 clusters Score -5164966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5164976.500000 Penalty: 3545.370605
	Iteration 54Q: 3 clusters Score -5164976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5165023.500000 Penalty: 3545.370605
	Iteration 55Q: 3 clusters Score -5165024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5165054.000000 Penalty: 3545.370605
	Iteration 56Q: 3 clusters Score -5165054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5165076.000000 Penalty: 3545.370605
	Iteration 57Q: 3 clusters Score -5165076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5165098.500000 Penalty: 3545.370605
	Iteration 58Q: 3 clusters Score -5165098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5165104.500000 Penalty: 3545.370605
	Iteration 59Q: 3 clusters Score -5165104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5165143.500000 Penalty: 3545.370605
	Iteration 60F: 3 clusters Score -5165144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5165164.500000 Penalty: 3545.370605
	Iteration 61Q: 3 clusters Score -5165164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5165176.500000 Penalty: 3545.370605
	Iteration 62Q: 3 clusters Score -5165176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5165203.000000 Penalty: 3545.370605
	Iteration 63Q: 3 clusters Score -5165203 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5165217.500000 Penalty: 3545.370605
	Iteration 64Q: 3 clusters Score -5165218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5165232.000000 Penalty: 3545.370605
	Iteration 65Q: 3 clusters Score -5165232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5165247.000000 Penalty: 3545.370605
	Iteration 66Q: 3 clusters Score -5165247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5165254.000000 Penalty: 3545.370605
	Iteration 67Q: 3 clusters Score -5165254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5165250.000000 Penalty: 3545.370605
	Iteration 68Q: 3 clusters Score -5165250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5165269.500000 Penalty: 3545.370605
	Iteration 69Q: 3 clusters Score -5165270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5165276.000000 Penalty: 3545.370605
	Iteration 70Q: 3 clusters Score -5165276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5165281.500000 Penalty: 3545.370605
	Iteration 71Q: 3 clusters Score -5165282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5165281.500000 Penalty: 3545.370605
	Iteration 72Q: 3 clusters Score -5165282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5165289.500000 Penalty: 3545.370605
	Iteration 73Q: 3 clusters Score -5165290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5165302.000000 Penalty: 3545.370605
	Iteration 74Q: 3 clusters Score -5165302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5165294.000000 Penalty: 3545.370605
	Iteration 75Q: 3 clusters Score -5165294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5165294.500000 Penalty: 3545.370605
	Iteration 76Q: 3 clusters Score -5165294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5165305.500000 Penalty: 3545.370605
	Iteration 77Q: 3 clusters Score -5165306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5165306.500000 Penalty: 3545.370605
	Iteration 78Q: 3 clusters Score -5165306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5165312.000000 Penalty: 3545.370605
	Iteration 79Q: 3 clusters Score -5165312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5165315.500000 Penalty: 3545.370605
	Iteration 80F: 3 clusters Score -5165316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5165319.500000 Penalty: 3545.370605
	Iteration 81Q: 3 clusters Score -5165320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5165319.000000 Penalty: 3545.370605
	Iteration 82Q: 3 clusters Score -5165319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5165318.000000 Penalty: 3545.370605
	Iteration 83Q: 3 clusters Score -5165318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5165322.500000 Penalty: 3545.370605
	Iteration 84Q: 3 clusters Score -5165322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5165320.500000 Penalty: 3545.370605
	Iteration 85Q: 3 clusters Score -5165320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5165329.500000 Penalty: 3545.370605
	Iteration 86Q: 3 clusters Score -5165330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5165324.500000 Penalty: 3545.370605
	Iteration 87Q: 3 clusters Score -5165324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5165332.500000 Penalty: 3545.370605
	Iteration 88Q: 3 clusters Score -5165332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5165335.500000 Penalty: 3545.370605
	Iteration 89Q: 3 clusters Score -5165336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5165334.500000 Penalty: 3545.370605
	Iteration 90Q: 3 clusters Score -5165334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5165335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5165344.500000 Penalty: 3545.370605
	Iteration 92Q: 3 clusters Score -5165344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5165353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5165359.500000 Penalty: 3545.370605
	Iteration 94Q: 3 clusters Score -5165360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5165361.500000 Penalty: 3545.370605
	Iteration 95Q: 3 clusters Score -5165362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5165363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5165368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5165363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5165367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5165366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5165366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5165366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5165366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5165362.500000 Penalty: 3545.370605
	Iteration 104Q: 3 clusters Score -5165362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5165365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5165366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5165364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5165362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5165366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5165370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5165376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5165372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5165376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
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	Iteration 114F: 3 clusters Score -5165376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 219431 members 
Mstep: Class 5 contains 62016 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 45691 members 
Mstep: Class 9 contains 27837 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 16 contains 186063 members 
Mstep: Class 17 contains 64758 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 54657 members 
Entering Unmasked Estep 
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Iteration 79Q: 21 clusters Score -6.644588e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 5248 members 
Mstep: Class 4 contains 217371 members 
Mstep: Class 5 contains 62215 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 45960 members 
Mstep: Class 9 contains 27755 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 644 members 
Mstep: Class 13 contains 10853 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 16 contains 186422 members 
Mstep: Class 17 contains 65033 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 54935 members 
Entering Unmasked Estep 
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Iteration 80F: 21 clusters Score -6.644632e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 215438 members 
Mstep: Class 5 contains 62412 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 46216 members 
Mstep: Class 9 contains 27673 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 651 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 16 contains 186696 members 
Mstep: Class 17 contains 65299 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 21 contains 747 members 
Mstep: Class 22 contains 55178 members 
Entering Unmasked Estep 
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Iteration 81Q: 21 clusters Score -6.644659e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 5229 members 
Mstep: Class 4 contains 213641 members 
Mstep: Class 5 contains 62594 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 46445 members 
Mstep: Class 9 contains 27597 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 186938 members 
Mstep: Class 17 contains 65573 members 
Mstep: Class 18 contains 1007 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 55401 members 
Entering Unmasked Estep 
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Iteration 82Q: 21 clusters Score -6.644706e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 212073 members 
Mstep: Class 5 contains 62733 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 46660 members 
Mstep: Class 9 contains 27526 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 10879 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 16 contains 187100 members 
Mstep: Class 17 contains 65817 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 55583 members 
Entering Unmasked Estep 
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Iteration 83Q: 21 clusters Score -6.644704e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5211 members 
Mstep: Class 4 contains 210651 members 
Mstep: Class 5 contains 62855 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 46821 members 
Mstep: Class 9 contains 27469 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 16 contains 187255 members 
Mstep: Class 17 contains 66059 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 55747 members 
Entering Unmasked Estep 
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Iteration 84Q: 21 clusters Score -6.644698e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5198 members 
Mstep: Class 4 contains 209370 members 
Mstep: Class 5 contains 62973 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 46964 members 
Mstep: Class 9 contains 27397 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 689 members 
Mstep: Class 13 contains 10900 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187349 members 
Mstep: Class 17 contains 66262 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 389 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 55920 members 
Entering Unmasked Estep 
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Iteration 85Q: 21 clusters Score -6.644712e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5185 members 
Mstep: Class 4 contains 208173 members 
Mstep: Class 5 contains 63082 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 47081 members 
Mstep: Class 9 contains 27349 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10905 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187426 members 
Mstep: Class 17 contains 66430 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56072 members 
Entering Unmasked Estep 
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Iteration 86Q: 21 clusters Score -6.644722e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 207078 members 
Mstep: Class 5 contains 63176 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 4558 members 
Mstep: Class 8 contains 47215 members 
Mstep: Class 9 contains 27303 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187498 members 
Mstep: Class 17 contains 66562 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 383 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56212 members 
Entering Unmasked Estep 
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Iteration 87Q: 21 clusters Score -6.644752e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 206132 members 
Mstep: Class 5 contains 63270 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 47321 members 
Mstep: Class 9 contains 27266 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 16 contains 187524 members 
Mstep: Class 17 contains 66663 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56324 members 
Entering Unmasked Estep 
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Iteration 88Q: 21 clusters Score -6.64476e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 205300 members 
Mstep: Class 5 contains 63341 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 47419 members 
Mstep: Class 9 contains 27221 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187566 members 
Mstep: Class 17 contains 66754 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56404 members 
Entering Unmasked Estep 
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Iteration 89Q: 21 clusters Score -6.644784e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 204587 members 
Mstep: Class 5 contains 63386 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 47496 members 
Mstep: Class 9 contains 27173 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10929 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187627 members 
Mstep: Class 17 contains 66843 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56456 members 
Entering Unmasked Estep 
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Iteration 90Q: 21 clusters Score -6.644793e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 203893 members 
Mstep: Class 5 contains 63417 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 47580 members 
Mstep: Class 9 contains 27143 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10931 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187668 members 
Mstep: Class 17 contains 66937 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56500 members 
Entering Unmasked Estep 
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Iteration 91Q: 21 clusters Score -6.644795e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 203258 members 
Mstep: Class 5 contains 63444 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4558 members 
Mstep: Class 8 contains 47658 members 
Mstep: Class 9 contains 27117 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10936 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187698 members 
Mstep: Class 17 contains 67018 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56534 members 
Entering Unmasked Estep 
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Iteration 92Q: 21 clusters Score -6.644806e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 202676 members 
Mstep: Class 5 contains 63455 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 47717 members 
Mstep: Class 9 contains 27083 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10940 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187742 members 
Mstep: Class 17 contains 67101 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56577 members 
Entering Unmasked Estep 
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Iteration 93Q: 21 clusters Score -6.644815e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 4 contains 202117 members 
Mstep: Class 5 contains 63487 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 4562 members 
Mstep: Class 8 contains 47759 members 
Mstep: Class 9 contains 27055 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10946 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187762 members 
Mstep: Class 17 contains 67188 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56628 members 
Entering Unmasked Estep 
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Iteration 94Q: 21 clusters Score -6.644806e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5075 members 
Mstep: Class 4 contains 201628 members 
Mstep: Class 5 contains 63527 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 47803 members 
Mstep: Class 9 contains 27015 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10952 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187760 members 
Mstep: Class 17 contains 67263 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56673 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -6.644821e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5064 members 
Mstep: Class 4 contains 201121 members 
Mstep: Class 5 contains 63569 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 47836 members 
Mstep: Class 9 contains 26986 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187752 members 
Mstep: Class 17 contains 67322 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56729 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -6.644828e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 200679 members 
Mstep: Class 5 contains 63604 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 47858 members 
Mstep: Class 9 contains 26958 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10952 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187748 members 
Mstep: Class 17 contains 67372 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56765 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -6.644829e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5046 members 
Mstep: Class 4 contains 200262 members 
Mstep: Class 5 contains 63640 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 47886 members 
Mstep: Class 9 contains 26945 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10954 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187730 members 
Mstep: Class 17 contains 67406 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56794 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -6.644828e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5041 members 
Mstep: Class 4 contains 199866 members 
Mstep: Class 5 contains 63676 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 47919 members 
Mstep: Class 9 contains 26927 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10955 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187703 members 
Mstep: Class 17 contains 67445 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448324.000000 Penalty: 43859.843750
Iteration 99Q: 21 clusters Score -6.644832e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 199529 members 
Mstep: Class 5 contains 63693 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 47954 members 
Mstep: Class 9 contains 26909 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 10957 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187668 members 
Mstep: Class 17 contains 67500 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448588.000000 Penalty: 43859.843750
Iteration 100F: 21 clusters Score -6.644859e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 199221 members 
Mstep: Class 5 contains 63716 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 47988 members 
Mstep: Class 9 contains 26895 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 677 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 10958 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187638 members 
Mstep: Class 17 contains 67557 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56839 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 21 clusters Score -6.644865e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 198928 members 
Mstep: Class 5 contains 63732 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 48010 members 
Mstep: Class 9 contains 26892 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 686 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 10959 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187637 members 
Mstep: Class 17 contains 67610 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 21 clusters Score -6.644873e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 198658 members 
Mstep: Class 5 contains 63738 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 48029 members 
Mstep: Class 9 contains 26877 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187625 members 
Mstep: Class 17 contains 67663 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 362 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56868 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 21 clusters Score -6.644884e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 198439 members 
Mstep: Class 5 contains 63741 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 48055 members 
Mstep: Class 9 contains 26862 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187603 members 
Mstep: Class 17 contains 67701 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 56883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 21 clusters Score -6.644885e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 198235 members 
Mstep: Class 5 contains 63737 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 48073 members 
Mstep: Class 9 contains 26853 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 692 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 16 contains 187590 members 
Mstep: Class 17 contains 67737 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 360 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 56896 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 21 clusters Score -6.644884e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 198066 members 
Mstep: Class 5 contains 63743 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 48089 members 
Mstep: Class 9 contains 26842 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187567 members 
Mstep: Class 17 contains 67754 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 56901 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 21 clusters Score -6.644887e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 197907 members 
Mstep: Class 5 contains 63744 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 8 contains 48103 members 
Mstep: Class 9 contains 26837 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187551 members 
Mstep: Class 17 contains 67767 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 56909 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 21 clusters Score -6.644899e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 197781 members 
Mstep: Class 5 contains 63748 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 48121 members 
Mstep: Class 9 contains 26830 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187505 members 
Mstep: Class 17 contains 67780 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449120.000000 Penalty: 43859.843750
Iteration 108Q: 21 clusters Score -6.644912e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 197680 members 
Mstep: Class 5 contains 63752 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 48130 members 
Mstep: Class 9 contains 26827 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10963 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187480 members 
Mstep: Class 17 contains 67788 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449020.000000 Penalty: 43859.843750
Iteration 109Q: 21 clusters Score -6.644902e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 197578 members 
Mstep: Class 5 contains 63758 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 48148 members 
Mstep: Class 9 contains 26826 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187462 members 
Mstep: Class 17 contains 67801 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449020.000000 Penalty: 43859.843750
Iteration 110Q: 21 clusters Score -6.644902e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 197494 members 
Mstep: Class 5 contains 63757 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 8 contains 48158 members 
Mstep: Class 9 contains 26824 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187439 members 
Mstep: Class 17 contains 67822 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56956 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 21 clusters Score -6.644905e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 197403 members 
Mstep: Class 5 contains 63753 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 48168 members 
Mstep: Class 9 contains 26818 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187426 members 
Mstep: Class 17 contains 67840 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449116.000000 Penalty: 43859.843750
Iteration 112Q: 21 clusters Score -6.644912e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 197319 members 
Mstep: Class 5 contains 63753 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 48175 members 
Mstep: Class 9 contains 26816 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187413 members 
Mstep: Class 17 contains 67852 members 
Mstep: Class 18 contains 1050 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449080.000000 Penalty: 43859.843750
Iteration 113Q: 21 clusters Score -6.644908e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 197245 members 
Mstep: Class 5 contains 63749 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 48179 members 
Mstep: Class 9 contains 26812 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187414 members 
Mstep: Class 17 contains 67861 members 
Mstep: Class 18 contains 1050 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449068.000000 Penalty: 43859.843750
Iteration 114Q: 21 clusters Score -6.644907e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 197176 members 
Mstep: Class 5 contains 63745 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48189 members 
Mstep: Class 9 contains 26804 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187405 members 
Mstep: Class 17 contains 67876 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449068.000000 Penalty: 43859.843750
Iteration 115Q: 21 clusters Score -6.644907e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 197123 members 
Mstep: Class 5 contains 63736 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48199 members 
Mstep: Class 9 contains 26802 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187400 members 
Mstep: Class 17 contains 67890 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56998 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 21 clusters Score -6.644906e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 197073 members 
Mstep: Class 5 contains 63732 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48203 members 
Mstep: Class 9 contains 26802 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187401 members 
Mstep: Class 17 contains 67900 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449120.000000 Penalty: 43859.843750
Iteration 117Q: 21 clusters Score -6.644912e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 197025 members 
Mstep: Class 5 contains 63733 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48205 members 
Mstep: Class 9 contains 26800 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187401 members 
Mstep: Class 17 contains 67912 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56999 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 21 clusters Score -6.644908e+07 nChanged 93
Entering ConstructFrom: 
Score: -66449076.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (51633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Entering Unmasked Estep 
Score: -4896653.500000 Penalty: 1763.436401
	Iteration 0F: 2 clusters Score -4896654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -4862282.500000 Penalty: 3526.872803
	Iteration 0F: 3 clusters Score -4862282 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -4876190.500000 Penalty: 3526.872803
	Iteration 1F: 3 clusters Score -4876190 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4876986.000000 Penalty: 3526.872803
	Iteration 2Q: 3 clusters Score -4876986 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4878151.000000 Penalty: 3526.872803
	Iteration 3Q: 3 clusters Score -4878151 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4879986.000000 Penalty: 3526.872803
	Iteration 4F: 3 clusters Score -4879986 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4882646.500000 Penalty: 3526.872803
	Iteration 5F: 3 clusters Score -4882646 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -4885937.500000 Penalty: 3526.872803
	Iteration 6F: 3 clusters Score -4885938 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4889297.500000 Penalty: 3526.872803
	Iteration 7F: 3 clusters Score -4889298 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4891481.000000 Penalty: 3526.872803
	Iteration 8F: 3 clusters Score -4891481 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4892413.500000 Penalty: 3526.872803
	Iteration 9Q: 3 clusters Score -4892414 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4892866.500000 Penalty: 3526.872803
	Iteration 10Q: 3 clusters Score -4892866 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4893161.500000 Penalty: 3526.872803
	Iteration 11Q: 3 clusters Score -4893162 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4893373.000000 Penalty: 3526.872803
	Iteration 12Q: 3 clusters Score -4893373 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4893585.000000 Penalty: 3526.872803
	Iteration 13Q: 3 clusters Score -4893585 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -4893789.000000 Penalty: 3526.872803
	Iteration 14Q: 3 clusters Score -4893789 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -4893975.500000 Penalty: 3526.872803
	Iteration 15Q: 3 clusters Score -4893976 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4894164.500000 Penalty: 3526.872803
	Iteration 16Q: 3 clusters Score -4894164 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -4894327.500000 Penalty: 3526.872803
	Iteration 17Q: 3 clusters Score -4894328 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4894449.000000 Penalty: 3526.872803
	Iteration 18Q: 3 clusters Score -4894449 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4894567.000000 Penalty: 3526.872803
	Iteration 19Q: 3 clusters Score -4894567 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4894700.500000 Penalty: 3526.872803
	Iteration 20F: 3 clusters Score -4894700 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4894788.000000 Penalty: 3526.872803
	Iteration 21Q: 3 clusters Score -4894788 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4894891.000000 Penalty: 3526.872803
	Iteration 22Q: 3 clusters Score -4894891 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4894967.500000 Penalty: 3526.872803
	Iteration 23Q: 3 clusters Score -4894968 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4895035.500000 Penalty: 3526.872803
	Iteration 24Q: 3 clusters Score -4895036 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4895101.000000 Penalty: 3526.872803
	Iteration 25Q: 3 clusters Score -4895101 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4895166.000000 Penalty: 3526.872803
	Iteration 26Q: 3 clusters Score -4895166 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4895214.000000 Penalty: 3526.872803
	Iteration 27Q: 3 clusters Score -4895214 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4895224.500000 Penalty: 3526.872803
	Iteration 28Q: 3 clusters Score -4895224 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4895245.000000 Penalty: 3526.872803
	Iteration 29Q: 3 clusters Score -4895245 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4895299.500000 Penalty: 3526.872803
	Iteration 30Q: 3 clusters Score -4895300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4895315.500000 Penalty: 3526.872803
	Iteration 31Q: 3 clusters Score -4895316 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4895343.000000 Penalty: 3526.872803
	Iteration 32Q: 3 clusters Score -4895343 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4895361.500000 Penalty: 3526.872803
	Iteration 33Q: 3 clusters Score -4895362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4895403.000000 Penalty: 3526.872803
	Iteration 34Q: 3 clusters Score -4895403 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4895417.500000 Penalty: 3526.872803
	Iteration 35Q: 3 clusters Score -4895418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4895426.000000 Penalty: 3526.872803
	Iteration 36Q: 3 clusters Score -4895426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4895443.000000 Penalty: 3526.872803
	Iteration 37Q: 3 clusters Score -4895443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4895439.000000 Penalty: 3526.872803
	Iteration 38Q: 3 clusters Score -4895439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4895445.000000 Penalty: 3526.872803
	Iteration 39Q: 3 clusters Score -4895445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4895443.500000 Penalty: 3526.872803
	Iteration 40F: 3 clusters Score -4895444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4895442.500000 Penalty: 3526.872803
	Iteration 41Q: 3 clusters Score -4895442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4895464.000000 Penalty: 3526.872803
	Iteration 42Q: 3 clusters Score -4895464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4895465.500000 Penalty: 3526.872803
	Iteration 43Q: 3 clusters Score -4895466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4895476.000000 Penalty: 3526.872803
	Iteration 44Q: 3 clusters Score -4895476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4895486.500000 Penalty: 3526.872803
	Iteration 45Q: 3 clusters Score -4895486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4895492.000000 Penalty: 3526.872803
	Iteration 46Q: 3 clusters Score -4895492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4895503.500000 Penalty: 3526.872803
	Iteration 47Q: 3 clusters Score -4895504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4895509.500000 Penalty: 3526.872803
	Iteration 48Q: 3 clusters Score -4895510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4895510.500000 Penalty: 3526.872803
	Iteration 49Q: 3 clusters Score -4895510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4895521.000000 Penalty: 3526.872803
	Iteration 50Q: 3 clusters Score -4895521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4895525.000000 Penalty: 3526.872803
	Iteration 51Q: 3 clusters Score -4895525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4895524.500000 Penalty: 3526.872803
	Iteration 52Q: 3 clusters Score -4895524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4895533.500000 Penalty: 3526.872803
	Iteration 53Q: 3 clusters Score -4895534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4895529.500000 Penalty: 3526.872803
	Iteration 54Q: 3 clusters Score -4895530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4895534.500000 Penalty: 3526.872803
	Iteration 55Q: 3 clusters Score -4895534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4895542.000000 Penalty: 3526.872803
	Iteration 56Q: 3 clusters Score -4895542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4895538.500000 Penalty: 3526.872803
	Iteration 57Q: 3 clusters Score -4895538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4895539.000000 Penalty: 3526.872803
	Iteration 58Q: 3 clusters Score -4895539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4895537.500000 Penalty: 3526.872803
	Iteration 59Q: 3 clusters Score -4895538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4895536.000000 Penalty: 3526.872803
	Iteration 60F: 3 clusters Score -4895536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4895535.000000 Penalty: 3526.872803
	Iteration 61Q: 3 clusters Score -4895535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4895533.500000 Penalty: 3526.872803
	Iteration 62Q: 3 clusters Score -4895534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4895539.000000 Penalty: 3526.872803
	Iteration 63Q: 3 clusters Score -4895539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4895551.500000 Penalty: 3526.872803
	Iteration 64Q: 3 clusters Score -4895552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4895557.000000 Penalty: 3526.872803
	Iteration 65Q: 3 clusters Score -4895557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4895549.000000 Penalty: 3526.872803
	Iteration 66Q: 3 clusters Score -4895549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4895555.500000 Penalty: 3526.872803
	Iteration 67Q: 3 clusters Score -4895556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4895549.000000 Penalty: 3526.872803
	Iteration 68Q: 3 clusters Score -4895549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4895553.000000 Penalty: 3526.872803
	Iteration 69Q: 3 clusters Score -4895553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4895552.000000 Penalty: 3526.872803
	Iteration 70Q: 3 clusters Score -4895552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4895555.000000 Penalty: 3526.872803
	Iteration 71Q: 3 clusters Score -4895555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4895553.000000 Penalty: 3526.872803
	Iteration 72Q: 3 clusters Score -4895553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4895554.500000 Penalty: 3526.872803
	Iteration 73Q: 3 clusters Score -4895554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4895554.500000 Penalty: 3526.872803
	Iteration 74F: 3 clusters Score -4895554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -36414.578125 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -36414.58 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 222 members 
Entering Unmasked Estep 
Score: -35475.859375 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -35475.86 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35775.437500 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -35775.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35957.910156 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -35957.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36221.906250 Penalty: 1998.252319
	Iteration 3F: 3 clusters Score -36221.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -36310.906250 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -36310.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36324.929688 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -36324.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36332.355469 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -36332.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36332.355469 Penalty: 1998.252319
	Iteration 7F: 3 clusters Score -36332.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -432876.406250 Penalty: 1384.660156
	Iteration 0F: 2 clusters Score -432876.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -428937.718750 Penalty: 2769.320312
	Iteration 0F: 3 clusters Score -428937.7 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -430002.656250 Penalty: 2769.320312
	Iteration 1F: 3 clusters Score -430002.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -430186.187500 Penalty: 2769.320312
	Iteration 2F: 3 clusters Score -430186.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -430321.187500 Penalty: 2769.320312
	Iteration 3F: 3 clusters Score -430321.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -430450.625000 Penalty: 2769.320312
	Iteration 4Q: 3 clusters Score -430450.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -430568.468750 Penalty: 2769.320312
	Iteration 5Q: 3 clusters Score -430568.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -430683.406250 Penalty: 2769.320312
	Iteration 6Q: 3 clusters Score -430683.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -430795.531250 Penalty: 2769.320312
	Iteration 7Q: 3 clusters Score -430795.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -430900.156250 Penalty: 2769.320312
	Iteration 8Q: 3 clusters Score -430900.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -431003.968750 Penalty: 2769.320312
	Iteration 9Q: 3 clusters Score -431004 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -431114.250000 Penalty: 2769.320312
	Iteration 10Q: 3 clusters Score -431114.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -431196.312500 Penalty: 2769.320312
	Iteration 11Q: 3 clusters Score -431196.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -431270.187500 Penalty: 2769.320312
	Iteration 12Q: 3 clusters Score -431270.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -431345.656250 Penalty: 2769.320312
	Iteration 13Q: 3 clusters Score -431345.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -431424.718750 Penalty: 2769.320312
	Iteration 14Q: 3 clusters Score -431424.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -431475.718750 Penalty: 2769.320312
	Iteration 15Q: 3 clusters Score -431475.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -431523.750000 Penalty: 2769.320312
	Iteration 16Q: 3 clusters Score -431523.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -431554.781250 Penalty: 2769.320312
	Iteration 17Q: 3 clusters Score -431554.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -431581.875000 Penalty: 2769.320312
	Iteration 18Q: 3 clusters Score -431581.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -431600.125000 Penalty: 2769.320312
	Iteration 19Q: 3 clusters Score -431600.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -431612.093750 Penalty: 2769.320312
	Iteration 20F: 3 clusters Score -431612.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -431623.062500 Penalty: 2769.320312
	Iteration 21Q: 3 clusters Score -431623.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -431631.562500 Penalty: 2769.320312
	Iteration 22Q: 3 clusters Score -431631.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -431638.937500 Penalty: 2769.320312
	Iteration 23Q: 3 clusters Score -431638.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -431642.281250 Penalty: 2769.320312
	Iteration 24Q: 3 clusters Score -431642.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -431645.218750 Penalty: 2769.320312
	Iteration 25Q: 3 clusters Score -431645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -431647.312500 Penalty: 2769.320312
	Iteration 26Q: 3 clusters Score -431647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -431650.218750 Penalty: 2769.320312
	Iteration 27Q: 3 clusters Score -431650.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -431654.500000 Penalty: 2769.320312
	Iteration 28Q: 3 clusters Score -431654.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -431657.687500 Penalty: 2769.320312
	Iteration 29Q: 3 clusters Score -431657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -431659.125000 Penalty: 2769.320312
	Iteration 30Q: 3 clusters Score -431659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -431660.812500 Penalty: 2769.320312
	Iteration 31Q: 3 clusters Score -431660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -431664.250000 Penalty: 2769.320312
	Iteration 32Q: 3 clusters Score -431664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -431667.843750 Penalty: 2769.320312
	Iteration 33Q: 3 clusters Score -431667.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -431670.937500 Penalty: 2769.320312
	Iteration 34Q: 3 clusters Score -431670.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -431674.093750 Penalty: 2769.320312
	Iteration 35Q: 3 clusters Score -431674.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -431680.000000 Penalty: 2769.320312
	Iteration 36Q: 3 clusters Score -431680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -431685.812500 Penalty: 2769.320312
	Iteration 37Q: 3 clusters Score -431685.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -431689.937500 Penalty: 2769.320312
	Iteration 38Q: 3 clusters Score -431689.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -431692.468750 Penalty: 2769.320312
	Iteration 39Q: 3 clusters Score -431692.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -431696.156250 Penalty: 2769.320312
	Iteration 40F: 3 clusters Score -431696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -431697.375000 Penalty: 2769.320312
	Iteration 41Q: 3 clusters Score -431697.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -431699.156250 Penalty: 2769.320312
	Iteration 42Q: 3 clusters Score -431699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -431701.468750 Penalty: 2769.320312
	Iteration 43Q: 3 clusters Score -431701.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -431704.156250 Penalty: 2769.320312
	Iteration 44Q: 3 clusters Score -431704.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -431708.375000 Penalty: 2769.320312
	Iteration 45Q: 3 clusters Score -431708.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -431708.718750 Penalty: 2769.320312
	Iteration 46Q: 3 clusters Score -431708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -431711.656250 Penalty: 2769.320312
	Iteration 47Q: 3 clusters Score -431711.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -431713.593750 Penalty: 2769.320312
	Iteration 48Q: 3 clusters Score -431713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -431715.000000 Penalty: 2769.320312
	Iteration 49Q: 3 clusters Score -431715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -431714.968750 Penalty: 2769.320312
	Iteration 50Q: 3 clusters Score -431715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -431715.656250 Penalty: 2769.320312
	Iteration 51Q: 3 clusters Score -431715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -431715.500000 Penalty: 2769.320312
	Iteration 52Q: 3 clusters Score -431715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -431715.937500 Penalty: 2769.320312
	Iteration 53Q: 3 clusters Score -431715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -431715.937500 Penalty: 2769.320312
	Iteration 54F: 3 clusters Score -431715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (196974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196974 members 
Entering Unmasked Estep 
Score: -18357424.000000 Penalty: 1981.009399
	Iteration 0F: 2 clusters Score -1.835742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -18230484.000000 Penalty: 3962.018799
	Iteration 0F: 3 clusters Score -1.823048e+07 nChanged 95572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 98729 members 
Entering Unmasked Estep 
Score: -18288264.000000 Penalty: 3962.018799
	Iteration 1F: 3 clusters Score -1.828826e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -18289912.000000 Penalty: 3962.018799
	Iteration 2Q: 3 clusters Score -1.828991e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -18292486.000000 Penalty: 3962.018799
	Iteration 3Q: 3 clusters Score -1.829249e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
Score: -18296414.000000 Penalty: 3962.018799
	Iteration 4Q: 3 clusters Score -1.829641e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 96391 members 
Entering Unmasked Estep 
Score: -18303234.000000 Penalty: 3962.018799
	Iteration 5F: 3 clusters Score -1.830323e+07 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -18313306.000000 Penalty: 3962.018799
	Iteration 6F: 3 clusters Score -1.831331e+07 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -18323734.000000 Penalty: 3962.018799
	Iteration 7F: 3 clusters Score -1.832373e+07 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -18329512.000000 Penalty: 3962.018799
	Iteration 8F: 3 clusters Score -1.832951e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107597 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -18331510.000000 Penalty: 3962.018799
	Iteration 9Q: 3 clusters Score -1.833151e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -18332286.000000 Penalty: 3962.018799
	Iteration 10Q: 3 clusters Score -1.833229e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -18332796.000000 Penalty: 3962.018799
	Iteration 11Q: 3 clusters Score -1.83328e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114794 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -18333186.000000 Penalty: 3962.018799
	Iteration 12Q: 3 clusters Score -1.833319e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -18333662.000000 Penalty: 3962.018799
	Iteration 13Q: 3 clusters Score -1.833366e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119715 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -18334042.000000 Penalty: 3962.018799
	Iteration 14Q: 3 clusters Score -1.833404e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122226 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -18334472.000000 Penalty: 3962.018799
	Iteration 15Q: 3 clusters Score -1.833447e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124861 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -18334856.000000 Penalty: 3962.018799
	Iteration 16Q: 3 clusters Score -1.833486e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127771 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -18335304.000000 Penalty: 3962.018799
	Iteration 17Q: 3 clusters Score -1.83353e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -18335876.000000 Penalty: 3962.018799
	Iteration 18Q: 3 clusters Score -1.833588e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -18336632.000000 Penalty: 3962.018799
	Iteration 19Q: 3 clusters Score -1.833663e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -18337648.000000 Penalty: 3962.018799
	Iteration 20F: 3 clusters Score -1.833765e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -18338790.000000 Penalty: 3962.018799
	Iteration 21Q: 3 clusters Score -1.833879e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147353 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -18339974.000000 Penalty: 3962.018799
	Iteration 22Q: 3 clusters Score -1.833997e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151983 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -18341800.000000 Penalty: 3962.018799
	Iteration 23Q: 3 clusters Score -1.83418e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -18343602.000000 Penalty: 3962.018799
	Iteration 24Q: 3 clusters Score -1.83436e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160568 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -18345102.000000 Penalty: 3962.018799
	Iteration 25Q: 3 clusters Score -1.83451e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164503 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -18346406.000000 Penalty: 3962.018799
	Iteration 26Q: 3 clusters Score -1.834641e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168229 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -18347728.000000 Penalty: 3962.018799
	Iteration 27Q: 3 clusters Score -1.834773e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171738 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -18348730.000000 Penalty: 3962.018799
	Iteration 28Q: 3 clusters Score -1.834873e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174870 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -18349630.000000 Penalty: 3962.018799
	Iteration 29Q: 3 clusters Score -1.834963e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177693 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -18350590.000000 Penalty: 3962.018799
	Iteration 30Q: 3 clusters Score -1.835059e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180226 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -18351338.000000 Penalty: 3962.018799
	Iteration 31Q: 3 clusters Score -1.835134e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182400 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -18351886.000000 Penalty: 3962.018799
	Iteration 32Q: 3 clusters Score -1.835189e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184341 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -18352292.000000 Penalty: 3962.018799
	Iteration 33Q: 3 clusters Score -1.835229e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186024 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -18352710.000000 Penalty: 3962.018799
	Iteration 34Q: 3 clusters Score -1.835271e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -18353032.000000 Penalty: 3962.018799
	Iteration 35Q: 3 clusters Score -1.835303e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188842 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -18353388.000000 Penalty: 3962.018799
	Iteration 36Q: 3 clusters Score -1.835339e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189982 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -18353786.000000 Penalty: 3962.018799
	Iteration 37Q: 3 clusters Score -1.835379e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190957 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -18354082.000000 Penalty: 3962.018799
	Iteration 38Q: 3 clusters Score -1.835408e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191779 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -18354334.000000 Penalty: 3962.018799
	Iteration 39Q: 3 clusters Score -1.835433e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192452 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -18354562.000000 Penalty: 3962.018799
	Iteration 40F: 3 clusters Score -1.835456e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193028 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -18354678.000000 Penalty: 3962.018799
	Iteration 41Q: 3 clusters Score -1.835468e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193494 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -18354862.000000 Penalty: 3962.018799
	Iteration 42Q: 3 clusters Score -1.835486e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193856 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -18354998.000000 Penalty: 3962.018799
	Iteration 43Q: 3 clusters Score -1.8355e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194169 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -18355084.000000 Penalty: 3962.018799
	Iteration 44Q: 3 clusters Score -1.835508e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194422 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -18355146.000000 Penalty: 3962.018799
	Iteration 45Q: 3 clusters Score -1.835515e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194630 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -18355240.000000 Penalty: 3962.018799
	Iteration 46Q: 3 clusters Score -1.835524e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194796 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -18355292.000000 Penalty: 3962.018799
	Iteration 47Q: 3 clusters Score -1.835529e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194933 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18355318.000000 Penalty: 3962.018799
	Iteration 48Q: 3 clusters Score -1.835532e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195045 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -18355324.000000 Penalty: 3962.018799
	Iteration 49Q: 3 clusters Score -1.835532e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195138 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18355360.000000 Penalty: 3962.018799
	Iteration 50Q: 3 clusters Score -1.835536e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195211 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -18355420.000000 Penalty: 3962.018799
	Iteration 51Q: 3 clusters Score -1.835542e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195295 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -18355472.000000 Penalty: 3962.018799
	Iteration 52Q: 3 clusters Score -1.835547e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195365 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -18355500.000000 Penalty: 3962.018799
	Iteration 53Q: 3 clusters Score -1.83555e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -18355518.000000 Penalty: 3962.018799
	Iteration 54Q: 3 clusters Score -1.835552e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195472 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -18355528.000000 Penalty: 3962.018799
	Iteration 55Q: 3 clusters Score -1.835553e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195530 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -18355584.000000 Penalty: 3962.018799
	Iteration 56Q: 3 clusters Score -1.835558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195579 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -18355626.000000 Penalty: 3962.018799
	Iteration 57Q: 3 clusters Score -1.835563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195614 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -18355632.000000 Penalty: 3962.018799
	Iteration 58Q: 3 clusters Score -1.835563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195637 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18355642.000000 Penalty: 3962.018799
	Iteration 59Q: 3 clusters Score -1.835564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195658 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -18355626.000000 Penalty: 3962.018799
	Iteration 60F: 3 clusters Score -1.835563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195669 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -18355634.000000 Penalty: 3962.018799
	Iteration 61Q: 3 clusters Score -1.835563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195681 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18355640.000000 Penalty: 3962.018799
	Iteration 62Q: 3 clusters Score -1.835564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195691 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -18355656.000000 Penalty: 3962.018799
	Iteration 63Q: 3 clusters Score -1.835566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195702 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -18355650.000000 Penalty: 3962.018799
	Iteration 64Q: 3 clusters Score -1.835565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195712 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -18355654.000000 Penalty: 3962.018799
	Iteration 65Q: 3 clusters Score -1.835565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195719 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -18355654.000000 Penalty: 3962.018799
	Iteration 66Q: 3 clusters Score -1.835565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195730 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -18355662.000000 Penalty: 3962.018799
	Iteration 67Q: 3 clusters Score -1.835566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195747 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -18355668.000000 Penalty: 3962.018799
	Iteration 68Q: 3 clusters Score -1.835567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195756 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18355672.000000 Penalty: 3962.018799
	Iteration 69Q: 3 clusters Score -1.835567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195763 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -18355672.000000 Penalty: 3962.018799
	Iteration 70Q: 3 clusters Score -1.835567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195771 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -18355678.000000 Penalty: 3962.018799
	Iteration 71Q: 3 clusters Score -1.835568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195779 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -18355696.000000 Penalty: 3962.018799
	Iteration 72Q: 3 clusters Score -1.83557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195788 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -18355692.000000 Penalty: 3962.018799
	Iteration 73Q: 3 clusters Score -1.835569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195795 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -18355692.000000 Penalty: 3962.018799
	Iteration 74Q: 3 clusters Score -1.835569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195798 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -18355708.000000 Penalty: 3962.018799
	Iteration 75Q: 3 clusters Score -1.835571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195801 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -18355690.000000 Penalty: 3962.018799
	Iteration 76Q: 3 clusters Score -1.835569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195803 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -18355700.000000 Penalty: 3962.018799
	Iteration 77Q: 3 clusters Score -1.83557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195802 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -18355698.000000 Penalty: 3962.018799
	Iteration 78Q: 3 clusters Score -1.83557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195803 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -18355692.000000 Penalty: 3962.018799
	Iteration 79Q: 3 clusters Score -1.835569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195807 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -18355702.000000 Penalty: 3962.018799
	Iteration 80F: 3 clusters Score -1.83557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195814 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -18355710.000000 Penalty: 3962.018799
	Iteration 81Q: 3 clusters Score -1.835571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195817 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -18355714.000000 Penalty: 3962.018799
	Iteration 82Q: 3 clusters Score -1.835571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195820 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -18355720.000000 Penalty: 3962.018799
	Iteration 83Q: 3 clusters Score -1.835572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195820 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -18355732.000000 Penalty: 3962.018799
	Iteration 84Q: 3 clusters Score -1.835573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195822 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -18355724.000000 Penalty: 3962.018799
	Iteration 85Q: 3 clusters Score -1.835572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195823 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18355720.000000 Penalty: 3962.018799
	Iteration 86Q: 3 clusters Score -1.835572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195822 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -18355710.000000 Penalty: 3962.018799
	Iteration 87Q: 3 clusters Score -1.835571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195822 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -18355716.000000 Penalty: 3962.018799
	Iteration 88Q: 3 clusters Score -1.835572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195822 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -18355716.000000 Penalty: 3962.018799
	Iteration 89F: 3 clusters Score -1.835572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Entering Unmasked Estep 
Score: -6051438.500000 Penalty: 1797.646851
	Iteration 0F: 2 clusters Score -6051438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -6009015.000000 Penalty: 3595.293701
	Iteration 0F: 3 clusters Score -6009015 nChanged 30096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -6026234.000000 Penalty: 3595.293701
	Iteration 1F: 3 clusters Score -6026234 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -6026902.000000 Penalty: 3595.293701
	Iteration 2Q: 3 clusters Score -6026902 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -6027848.000000 Penalty: 3595.293701
	Iteration 3Q: 3 clusters Score -6027848 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -6029541.500000 Penalty: 3595.293701
	Iteration 4F: 3 clusters Score -6029542 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -6032177.000000 Penalty: 3595.293701
	Iteration 5F: 3 clusters Score -6032177 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -6036031.500000 Penalty: 3595.293701
	Iteration 6F: 3 clusters Score -6036032 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -6040193.000000 Penalty: 3595.293701
	Iteration 7F: 3 clusters Score -6040193 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -6044006.000000 Penalty: 3595.293701
	Iteration 8F: 3 clusters Score -6044006 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6046579.000000 Penalty: 3595.293701
	Iteration 9Q: 3 clusters Score -6046579 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6048109.500000 Penalty: 3595.293701
	Iteration 10Q: 3 clusters Score -6048110 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6048880.000000 Penalty: 3595.293701
	Iteration 11Q: 3 clusters Score -6048880 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6049362.500000 Penalty: 3595.293701
	Iteration 12Q: 3 clusters Score -6049362 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6049601.000000 Penalty: 3595.293701
	Iteration 13Q: 3 clusters Score -6049601 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6049701.500000 Penalty: 3595.293701
	Iteration 14Q: 3 clusters Score -6049702 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6049808.500000 Penalty: 3595.293701
	Iteration 15Q: 3 clusters Score -6049808 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6049874.000000 Penalty: 3595.293701
	Iteration 16Q: 3 clusters Score -6049874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6049901.000000 Penalty: 3595.293701
	Iteration 17Q: 3 clusters Score -6049901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6049924.500000 Penalty: 3595.293701
	Iteration 18Q: 3 clusters Score -6049924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6049948.500000 Penalty: 3595.293701
	Iteration 19Q: 3 clusters Score -6049948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6049955.500000 Penalty: 3595.293701
	Iteration 20F: 3 clusters Score -6049956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6049966.500000 Penalty: 3595.293701
	Iteration 21Q: 3 clusters Score -6049966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6049974.500000 Penalty: 3595.293701
	Iteration 22Q: 3 clusters Score -6049974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6049988.500000 Penalty: 3595.293701
	Iteration 23Q: 3 clusters Score -6049988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6049993.500000 Penalty: 3595.293701
	Iteration 24Q: 3 clusters Score -6049994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6049997.500000 Penalty: 3595.293701
	Iteration 25Q: 3 clusters Score -6049998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6050004.500000 Penalty: 3595.293701
	Iteration 26Q: 3 clusters Score -6050004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6050005.500000 Penalty: 3595.293701
	Iteration 27Q: 3 clusters Score -6050006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6050001.000000 Penalty: 3595.293701
	Iteration 28Q: 3 clusters Score -6050001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6050001.000000 Penalty: 3595.293701
	Iteration 29Q: 3 clusters Score -6050001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6050004.000000 Penalty: 3595.293701
	Iteration 30Q: 3 clusters Score -6050004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6050008.000000 Penalty: 3595.293701
	Iteration 31Q: 3 clusters Score -6050008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6050008.000000 Penalty: 3595.293701
	Iteration 32Q: 3 clusters Score -6050008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6050010.000000 Penalty: 3595.293701
	Iteration 33Q: 3 clusters Score -6050010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6050009.500000 Penalty: 3595.293701
	Iteration 34Q: 3 clusters Score -6050010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6050012.500000 Penalty: 3595.293701
	Iteration 35Q: 3 clusters Score -6050012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6050012.500000 Penalty: 3595.293701
	Iteration 36Q: 3 clusters Score -6050012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6050012.000000 Penalty: 3595.293701
	Iteration 37Q: 3 clusters Score -6050012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6050012.500000 Penalty: 3595.293701
	Iteration 38Q: 3 clusters Score -6050012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6050013.000000 Penalty: 3595.293701
	Iteration 39Q: 3 clusters Score -6050013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6050013.000000 Penalty: 3595.293701
	Iteration 40F: 3 clusters Score -6050013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -88108.945312 Penalty: 1136.960815
	Iteration 0F: 2 clusters Score -88108.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86627.421875 Penalty: 2273.921631
	Iteration 0F: 3 clusters Score -86627.42 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -86880.679688 Penalty: 2273.921631
	Iteration 1F: 3 clusters Score -86880.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86943.046875 Penalty: 2273.921631
	Iteration 2F: 3 clusters Score -86943.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -86984.078125 Penalty: 2273.921631
	Iteration 3Q: 3 clusters Score -86984.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87014.312500 Penalty: 2273.921631
	Iteration 4Q: 3 clusters Score -87014.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87037.421875 Penalty: 2273.921631
	Iteration 5Q: 3 clusters Score -87037.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87051.601562 Penalty: 2273.921631
	Iteration 6Q: 3 clusters Score -87051.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87060.773438 Penalty: 2273.921631
	Iteration 7Q: 3 clusters Score -87060.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87067.593750 Penalty: 2273.921631
	Iteration 8Q: 3 clusters Score -87067.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87071.023438 Penalty: 2273.921631
	Iteration 9Q: 3 clusters Score -87071.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87071.023438 Penalty: 2273.921631
	Iteration 10F: 3 clusters Score -87071.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -407928.187500 Penalty: 1369.253296
	Iteration 0F: 2 clusters Score -407928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -404204.750000 Penalty: 2738.506592
	Iteration 0F: 3 clusters Score -404204.8 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -405240.781250 Penalty: 2738.506592
	Iteration 1F: 3 clusters Score -405240.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -405406.375000 Penalty: 2738.506592
	Iteration 2F: 3 clusters Score -405406.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -405521.312500 Penalty: 2738.506592
	Iteration 3Q: 3 clusters Score -405521.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -405601.750000 Penalty: 2738.506592
	Iteration 4Q: 3 clusters Score -405601.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -405685.718750 Penalty: 2738.506592
	Iteration 5Q: 3 clusters Score -405685.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -405783.156250 Penalty: 2738.506592
	Iteration 6Q: 3 clusters Score -405783.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -405897.281250 Penalty: 2738.506592
	Iteration 7Q: 3 clusters Score -405897.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -406010.687500 Penalty: 2738.506592
	Iteration 8Q: 3 clusters Score -406010.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -406123.468750 Penalty: 2738.506592
	Iteration 9Q: 3 clusters Score -406123.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -406217.750000 Penalty: 2738.506592
	Iteration 10Q: 3 clusters Score -406217.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -406309.968750 Penalty: 2738.506592
	Iteration 11Q: 3 clusters Score -406310 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -406401.500000 Penalty: 2738.506592
	Iteration 12Q: 3 clusters Score -406401.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -406480.218750 Penalty: 2738.506592
	Iteration 13Q: 3 clusters Score -406480.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -406560.625000 Penalty: 2738.506592
	Iteration 14Q: 3 clusters Score -406560.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -406627.812500 Penalty: 2738.506592
	Iteration 15Q: 3 clusters Score -406627.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -406691.625000 Penalty: 2738.506592
	Iteration 16Q: 3 clusters Score -406691.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -406734.125000 Penalty: 2738.506592
	Iteration 17Q: 3 clusters Score -406734.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -406765.531250 Penalty: 2738.506592
	Iteration 18Q: 3 clusters Score -406765.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -406790.125000 Penalty: 2738.506592
	Iteration 19Q: 3 clusters Score -406790.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -406808.062500 Penalty: 2738.506592
	Iteration 20F: 3 clusters Score -406808.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -406822.062500 Penalty: 2738.506592
	Iteration 21Q: 3 clusters Score -406822.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -406835.625000 Penalty: 2738.506592
	Iteration 22Q: 3 clusters Score -406835.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -406845.593750 Penalty: 2738.506592
	Iteration 23Q: 3 clusters Score -406845.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -406851.562500 Penalty: 2738.506592
	Iteration 24Q: 3 clusters Score -406851.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -406854.250000 Penalty: 2738.506592
	Iteration 25Q: 3 clusters Score -406854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -406858.187500 Penalty: 2738.506592
	Iteration 26Q: 3 clusters Score -406858.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -406863.125000 Penalty: 2738.506592
	Iteration 27Q: 3 clusters Score -406863.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -406865.093750 Penalty: 2738.506592
	Iteration 28Q: 3 clusters Score -406865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -406867.781250 Penalty: 2738.506592
	Iteration 29Q: 3 clusters Score -406867.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -406873.218750 Penalty: 2738.506592
	Iteration 30Q: 3 clusters Score -406873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -406876.031250 Penalty: 2738.506592
	Iteration 31Q: 3 clusters Score -406876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -406882.343750 Penalty: 2738.506592
	Iteration 32Q: 3 clusters Score -406882.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -406888.468750 Penalty: 2738.506592
	Iteration 33Q: 3 clusters Score -406888.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -406892.812500 Penalty: 2738.506592
	Iteration 34Q: 3 clusters Score -406892.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -406895.250000 Penalty: 2738.506592
	Iteration 35Q: 3 clusters Score -406895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -406900.375000 Penalty: 2738.506592
	Iteration 36Q: 3 clusters Score -406900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -406903.312500 Penalty: 2738.506592
	Iteration 37Q: 3 clusters Score -406903.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -406906.718750 Penalty: 2738.506592
	Iteration 38Q: 3 clusters Score -406906.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -406911.562500 Penalty: 2738.506592
	Iteration 39Q: 3 clusters Score -406911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -406915.281250 Penalty: 2738.506592
	Iteration 40F: 3 clusters Score -406915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -406918.843750 Penalty: 2738.506592
	Iteration 41Q: 3 clusters Score -406918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -406918.687500 Penalty: 2738.506592
	Iteration 42Q: 3 clusters Score -406918.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -406922.093750 Penalty: 2738.506592
	Iteration 43Q: 3 clusters Score -406922.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -406925.656250 Penalty: 2738.506592
	Iteration 44Q: 3 clusters Score -406925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -406928.187500 Penalty: 2738.506592
	Iteration 45Q: 3 clusters Score -406928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -406930.281250 Penalty: 2738.506592
	Iteration 46Q: 3 clusters Score -406930.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -406932.562500 Penalty: 2738.506592
	Iteration 47Q: 3 clusters Score -406932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -406934.593750 Penalty: 2738.506592
	Iteration 48Q: 3 clusters Score -406934.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -406936.093750 Penalty: 2738.506592
	Iteration 49Q: 3 clusters Score -406936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -406936.375000 Penalty: 2738.506592
	Iteration 50Q: 3 clusters Score -406936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -406938.031250 Penalty: 2738.506592
	Iteration 51Q: 3 clusters Score -406938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -406939.812500 Penalty: 2738.506592
	Iteration 52Q: 3 clusters Score -406939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -406940.375000 Penalty: 2738.506592
	Iteration 53Q: 3 clusters Score -406940.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -406939.968750 Penalty: 2738.506592
	Iteration 54Q: 3 clusters Score -406940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -406941.812500 Penalty: 2738.506592
	Iteration 55Q: 3 clusters Score -406941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -406942.343750 Penalty: 2738.506592
	Iteration 56Q: 3 clusters Score -406942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -406944.468750 Penalty: 2738.506592
	Iteration 57Q: 3 clusters Score -406944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -406947.093750 Penalty: 2738.506592
	Iteration 58Q: 3 clusters Score -406947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -406949.937500 Penalty: 2738.506592
	Iteration 59Q: 3 clusters Score -406949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -406951.687500 Penalty: 2738.506592
	Iteration 60F: 3 clusters Score -406951.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -406953.937500 Penalty: 2738.506592
	Iteration 61Q: 3 clusters Score -406953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -406956.906250 Penalty: 2738.506592
	Iteration 62Q: 3 clusters Score -406956.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -406960.062500 Penalty: 2738.506592
	Iteration 63Q: 3 clusters Score -406960.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -406962.312500 Penalty: 2738.506592
	Iteration 64Q: 3 clusters Score -406962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -406962.750000 Penalty: 2738.506592
	Iteration 65Q: 3 clusters Score -406962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -406963.531250 Penalty: 2738.506592
	Iteration 66Q: 3 clusters Score -406963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -406966.000000 Penalty: 2738.506592
	Iteration 67Q: 3 clusters Score -406966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -406967.718750 Penalty: 2738.506592
	Iteration 68Q: 3 clusters Score -406967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -406968.906250 Penalty: 2738.506592
	Iteration 69Q: 3 clusters Score -406968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -406968.625000 Penalty: 2738.506592
	Iteration 70Q: 3 clusters Score -406968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -406969.062500 Penalty: 2738.506592
	Iteration 71Q: 3 clusters Score -406969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -406969.656250 Penalty: 2738.506592
	Iteration 72Q: 3 clusters Score -406969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -406969.656250 Penalty: 2738.506592
	Iteration 73F: 3 clusters Score -406969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Entering Unmasked Estep 
Score: -4558062.000000 Penalty: 1752.279663
	Iteration 0F: 2 clusters Score -4558062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4525821.500000 Penalty: 3504.559326
	Iteration 0F: 3 clusters Score -4525822 nChanged 22530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -4538627.500000 Penalty: 3504.559326
	Iteration 1F: 3 clusters Score -4538628 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4539415.500000 Penalty: 3504.559326
	Iteration 2Q: 3 clusters Score -4539416 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4540527.500000 Penalty: 3504.559326
	Iteration 3Q: 3 clusters Score -4540528 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4542253.500000 Penalty: 3504.559326
	Iteration 4F: 3 clusters Score -4542254 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4544582.000000 Penalty: 3504.559326
	Iteration 5F: 3 clusters Score -4544582 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -4547130.500000 Penalty: 3504.559326
	Iteration 6F: 3 clusters Score -4547130 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4549358.500000 Penalty: 3504.559326
	Iteration 7F: 3 clusters Score -4549358 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -4550882.500000 Penalty: 3504.559326
	Iteration 8F: 3 clusters Score -4550882 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4551753.500000 Penalty: 3504.559326
	Iteration 9Q: 3 clusters Score -4551754 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4552260.000000 Penalty: 3504.559326
	Iteration 10Q: 3 clusters Score -4552260 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4552545.000000 Penalty: 3504.559326
	Iteration 11Q: 3 clusters Score -4552545 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4552777.000000 Penalty: 3504.559326
	Iteration 12Q: 3 clusters Score -4552777 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4552979.500000 Penalty: 3504.559326
	Iteration 13Q: 3 clusters Score -4552980 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4553204.500000 Penalty: 3504.559326
	Iteration 14Q: 3 clusters Score -4553204 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4553417.500000 Penalty: 3504.559326
	Iteration 15Q: 3 clusters Score -4553418 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4553643.500000 Penalty: 3504.559326
	Iteration 16Q: 3 clusters Score -4553644 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4553867.500000 Penalty: 3504.559326
	Iteration 17Q: 3 clusters Score -4553868 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4554082.500000 Penalty: 3504.559326
	Iteration 18Q: 3 clusters Score -4554082 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4554305.000000 Penalty: 3504.559326
	Iteration 19Q: 3 clusters Score -4554305 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4554540.500000 Penalty: 3504.559326
	Iteration 20F: 3 clusters Score -4554540 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4554756.500000 Penalty: 3504.559326
	Iteration 21Q: 3 clusters Score -4554756 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4555005.500000 Penalty: 3504.559326
	Iteration 22Q: 3 clusters Score -4555006 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4555216.500000 Penalty: 3504.559326
	Iteration 23Q: 3 clusters Score -4555216 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4555407.500000 Penalty: 3504.559326
	Iteration 24Q: 3 clusters Score -4555408 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4555576.000000 Penalty: 3504.559326
	Iteration 25Q: 3 clusters Score -4555576 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4555731.500000 Penalty: 3504.559326
	Iteration 26Q: 3 clusters Score -4555732 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4555865.500000 Penalty: 3504.559326
	Iteration 27Q: 3 clusters Score -4555866 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4555987.000000 Penalty: 3504.559326
	Iteration 28Q: 3 clusters Score -4555987 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4556066.000000 Penalty: 3504.559326
	Iteration 29Q: 3 clusters Score -4556066 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4556150.000000 Penalty: 3504.559326
	Iteration 30Q: 3 clusters Score -4556150 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4556197.500000 Penalty: 3504.559326
	Iteration 31Q: 3 clusters Score -4556198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4556258.500000 Penalty: 3504.559326
	Iteration 32Q: 3 clusters Score -4556258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4556301.000000 Penalty: 3504.559326
	Iteration 33Q: 3 clusters Score -4556301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4556332.000000 Penalty: 3504.559326
	Iteration 34Q: 3 clusters Score -4556332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4556359.500000 Penalty: 3504.559326
	Iteration 35Q: 3 clusters Score -4556360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4556375.500000 Penalty: 3504.559326
	Iteration 36Q: 3 clusters Score -4556376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4556391.500000 Penalty: 3504.559326
	Iteration 37Q: 3 clusters Score -4556392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4556406.500000 Penalty: 3504.559326
	Iteration 38Q: 3 clusters Score -4556406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4556435.000000 Penalty: 3504.559326
	Iteration 39Q: 3 clusters Score -4556435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4556452.000000 Penalty: 3504.559326
	Iteration 40F: 3 clusters Score -4556452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4556456.500000 Penalty: 3504.559326
	Iteration 41Q: 3 clusters Score -4556456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4556475.500000 Penalty: 3504.559326
	Iteration 42Q: 3 clusters Score -4556476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4556492.000000 Penalty: 3504.559326
	Iteration 43Q: 3 clusters Score -4556492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4556502.000000 Penalty: 3504.559326
	Iteration 44Q: 3 clusters Score -4556502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4556513.500000 Penalty: 3504.559326
	Iteration 45Q: 3 clusters Score -4556514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4556530.000000 Penalty: 3504.559326
	Iteration 46Q: 3 clusters Score -4556530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4556540.500000 Penalty: 3504.559326
	Iteration 47Q: 3 clusters Score -4556540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4556547.500000 Penalty: 3504.559326
	Iteration 48Q: 3 clusters Score -4556548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4556554.500000 Penalty: 3504.559326
	Iteration 49Q: 3 clusters Score -4556554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4556559.000000 Penalty: 3504.559326
	Iteration 50Q: 3 clusters Score -4556559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4556560.000000 Penalty: 3504.559326
	Iteration 51Q: 3 clusters Score -4556560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4556559.500000 Penalty: 3504.559326
	Iteration 52Q: 3 clusters Score -4556560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4556558.500000 Penalty: 3504.559326
	Iteration 53Q: 3 clusters Score -4556558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4556558.500000 Penalty: 3504.559326
	Iteration 54Q: 3 clusters Score -4556558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4556561.500000 Penalty: 3504.559326
	Iteration 55Q: 3 clusters Score -4556562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4556568.500000 Penalty: 3504.559326
	Iteration 56Q: 3 clusters Score -4556568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4556580.000000 Penalty: 3504.559326
	Iteration 57Q: 3 clusters Score -4556580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4556580.500000 Penalty: 3504.559326
	Iteration 58Q: 3 clusters Score -4556580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4556579.500000 Penalty: 3504.559326
	Iteration 59Q: 3 clusters Score -4556580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4556583.000000 Penalty: 3504.559326
	Iteration 60F: 3 clusters Score -4556583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4556583.000000 Penalty: 3504.559326
	Iteration 61Q: 3 clusters Score -4556583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4556584.000000 Penalty: 3504.559326
	Iteration 62Q: 3 clusters Score -4556584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4556581.000000 Penalty: 3504.559326
	Iteration 63Q: 3 clusters Score -4556581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4556583.500000 Penalty: 3504.559326
	Iteration 64Q: 3 clusters Score -4556584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4556583.500000 Penalty: 3504.559326
	Iteration 65F: 3 clusters Score -4556584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Entering Unmasked Estep 
Score: -2392101.500000 Penalty: 1656.857300
	Iteration 0F: 2 clusters Score -2392102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2374035.250000 Penalty: 3313.714600
	Iteration 0F: 3 clusters Score -2374035 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2380981.250000 Penalty: 3313.714600
	Iteration 1F: 3 clusters Score -2380981 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2381581.000000 Penalty: 3313.714600
	Iteration 2F: 3 clusters Score -2381581 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2382340.750000 Penalty: 3313.714600
	Iteration 3F: 3 clusters Score -2382341 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2383393.250000 Penalty: 3313.714600
	Iteration 4F: 3 clusters Score -2383393 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2384728.750000 Penalty: 3313.714600
	Iteration 5F: 3 clusters Score -2384729 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2386272.000000 Penalty: 3313.714600
	Iteration 6F: 3 clusters Score -2386272 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2387628.750000 Penalty: 3313.714600
	Iteration 7F: 3 clusters Score -2387629 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2388588.000000 Penalty: 3313.714600
	Iteration 8Q: 3 clusters Score -2388588 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2389192.750000 Penalty: 3313.714600
	Iteration 9Q: 3 clusters Score -2389193 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2389565.000000 Penalty: 3313.714600
	Iteration 10Q: 3 clusters Score -2389565 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2389835.500000 Penalty: 3313.714600
	Iteration 11Q: 3 clusters Score -2389836 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2390043.250000 Penalty: 3313.714600
	Iteration 12Q: 3 clusters Score -2390043 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2390204.750000 Penalty: 3313.714600
	Iteration 13Q: 3 clusters Score -2390205 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2390354.250000 Penalty: 3313.714600
	Iteration 14Q: 3 clusters Score -2390354 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2390458.250000 Penalty: 3313.714600
	Iteration 15Q: 3 clusters Score -2390458 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2390539.000000 Penalty: 3313.714600
	Iteration 16Q: 3 clusters Score -2390539 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2390598.000000 Penalty: 3313.714600
	Iteration 17Q: 3 clusters Score -2390598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2390632.000000 Penalty: 3313.714600
	Iteration 18Q: 3 clusters Score -2390632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2390661.000000 Penalty: 3313.714600
	Iteration 19Q: 3 clusters Score -2390661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2390668.250000 Penalty: 3313.714600
	Iteration 20F: 3 clusters Score -2390668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2390682.250000 Penalty: 3313.714600
	Iteration 21Q: 3 clusters Score -2390682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2390696.250000 Penalty: 3313.714600
	Iteration 22Q: 3 clusters Score -2390696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2390710.750000 Penalty: 3313.714600
	Iteration 23Q: 3 clusters Score -2390711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2390718.250000 Penalty: 3313.714600
	Iteration 24Q: 3 clusters Score -2390718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2390726.250000 Penalty: 3313.714600
	Iteration 25Q: 3 clusters Score -2390726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2390732.250000 Penalty: 3313.714600
	Iteration 26Q: 3 clusters Score -2390732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2390738.500000 Penalty: 3313.714600
	Iteration 27Q: 3 clusters Score -2390738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2390751.250000 Penalty: 3313.714600
	Iteration 28Q: 3 clusters Score -2390751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2390754.500000 Penalty: 3313.714600
	Iteration 29Q: 3 clusters Score -2390754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2390762.250000 Penalty: 3313.714600
	Iteration 30Q: 3 clusters Score -2390762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2390772.500000 Penalty: 3313.714600
	Iteration 31Q: 3 clusters Score -2390772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2390781.750000 Penalty: 3313.714600
	Iteration 32Q: 3 clusters Score -2390782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2390795.250000 Penalty: 3313.714600
	Iteration 33Q: 3 clusters Score -2390795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2390802.500000 Penalty: 3313.714600
	Iteration 34Q: 3 clusters Score -2390802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2390803.750000 Penalty: 3313.714600
	Iteration 35Q: 3 clusters Score -2390804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2390805.000000 Penalty: 3313.714600
	Iteration 36Q: 3 clusters Score -2390805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2390808.500000 Penalty: 3313.714600
	Iteration 37Q: 3 clusters Score -2390808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2390811.250000 Penalty: 3313.714600
	Iteration 38Q: 3 clusters Score -2390811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2390809.750000 Penalty: 3313.714600
	Iteration 39Q: 3 clusters Score -2390810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2390813.000000 Penalty: 3313.714600
	Iteration 40F: 3 clusters Score -2390813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2390816.500000 Penalty: 3313.714600
	Iteration 41Q: 3 clusters Score -2390816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2390816.500000 Penalty: 3313.714600
	Iteration 42Q: 3 clusters Score -2390816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2390818.250000 Penalty: 3313.714600
	Iteration 43Q: 3 clusters Score -2390818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2390820.000000 Penalty: 3313.714600
	Iteration 44Q: 3 clusters Score -2390820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2390822.000000 Penalty: 3313.714600
	Iteration 45Q: 3 clusters Score -2390822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2390821.500000 Penalty: 3313.714600
	Iteration 46Q: 3 clusters Score -2390822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2390824.500000 Penalty: 3313.714600
	Iteration 47Q: 3 clusters Score -2390824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2390824.500000 Penalty: 3313.714600
	Iteration 48Q: 3 clusters Score -2390824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2390824.500000 Penalty: 3313.714600
	Iteration 49Q: 3 clusters Score -2390824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2390827.500000 Penalty: 3313.714600
	Iteration 50Q: 3 clusters Score -2390828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2390828.500000 Penalty: 3313.714600
	Iteration 51Q: 3 clusters Score -2390828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2390828.500000 Penalty: 3313.714600
	Iteration 52F: 3 clusters Score -2390828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -43051.265625 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -43051.27 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 262 members 
Entering Unmasked Estep 
Score: -41984.867188 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -41984.87 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42144.511719 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -42144.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42198.175781 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -42198.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42239.796875 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -42239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42257.765625 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -42257.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42266.226562 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -42266.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42269.554688 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -42269.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42272.046875 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -42272.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42272.816406 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -42272.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42272.816406 Penalty: 2033.741943
	Iteration 9F: 3 clusters Score -42272.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -45935.835938 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -45935.84 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 345 members 
Entering Unmasked Estep 
Score: -44797.449219 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -44797.45 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45251.859375 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -45251.86 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45485.226562 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -45485.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45650.386719 Penalty: 2124.895508
	Iteration 3F: 3 clusters Score -45650.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45774.019531 Penalty: 2124.895508
	Iteration 4F: 3 clusters Score -45774.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45854.843750 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -45854.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45944.507812 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -45944.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45990.777344 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -45990.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46011.242188 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -46011.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46028.214844 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -46028.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46029.750000 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -46029.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46036.136719 Penalty: 2124.895508
	Iteration 11F: 3 clusters Score -46036.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46058.468750 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -46058.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46059.570312 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -46059.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46059.570312 Penalty: 2124.895508
	Iteration 14F: 3 clusters Score -46059.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 196974 members 
Mstep: Class 5 contains 63732 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48207 members 
Mstep: Class 9 contains 26797 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 187401 members 
Mstep: Class 17 contains 67921 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57001 members 
Entering Unmasked Estep 
Score: -66448188.000000 Penalty: 46052.835938
Splitting cluster 11 changes total score from -66449076.000000 to -66448188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -53480.378906 Penalty: 1062.917358
	Iteration 0F: 2 clusters Score -53480.38 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 317 members 
Entering Unmasked Estep 
Score: -52293.285156 Penalty: 2125.834717
	Iteration 0F: 3 clusters Score -52293.29 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52560.242188 Penalty: 2125.834717
	Iteration 1F: 3 clusters Score -52560.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52661.117188 Penalty: 2125.834717
	Iteration 2F: 3 clusters Score -52661.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52741.246094 Penalty: 2125.834717
	Iteration 3F: 3 clusters Score -52741.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52806.503906 Penalty: 2125.834717
	Iteration 4Q: 3 clusters Score -52806.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52872.359375 Penalty: 2125.834717
	Iteration 5Q: 3 clusters Score -52872.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52937.292969 Penalty: 2125.834717
	Iteration 6Q: 3 clusters Score -52937.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53059.703125 Penalty: 2125.834717
	Iteration 7Q: 3 clusters Score -53059.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53106.554688 Penalty: 2125.834717
	Iteration 8Q: 3 clusters Score -53106.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53124.824219 Penalty: 2125.834717
	Iteration 9Q: 3 clusters Score -53124.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53129.734375 Penalty: 2125.834717
	Iteration 10Q: 3 clusters Score -53129.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53134.523438 Penalty: 2125.834717
	Iteration 11Q: 3 clusters Score -53134.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53135.832031 Penalty: 2125.834717
	Iteration 12Q: 3 clusters Score -53135.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53135.832031 Penalty: 2125.834717
	Iteration 13F: 3 clusters Score -53135.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Entering Unmasked Estep 
Score: -1024471.562500 Penalty: 1511.665161
	Iteration 0F: 2 clusters Score -1024472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1016668.625000 Penalty: 3023.330322
	Iteration 0F: 3 clusters Score -1016669 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1019271.500000 Penalty: 3023.330322
	Iteration 1F: 3 clusters Score -1019272 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1019523.937500 Penalty: 3023.330322
	Iteration 2F: 3 clusters Score -1019524 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1019728.250000 Penalty: 3023.330322
	Iteration 3Q: 3 clusters Score -1019728 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1019934.000000 Penalty: 3023.330322
	Iteration 4Q: 3 clusters Score -1019934 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1020165.687500 Penalty: 3023.330322
	Iteration 5Q: 3 clusters Score -1020166 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1020435.562500 Penalty: 3023.330322
	Iteration 6Q: 3 clusters Score -1020436 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1020783.687500 Penalty: 3023.330322
	Iteration 7Q: 3 clusters Score -1020784 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1021186.750000 Penalty: 3023.330322
	Iteration 8F: 3 clusters Score -1021187 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1021604.437500 Penalty: 3023.330322
	Iteration 9Q: 3 clusters Score -1021604 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1021984.812500 Penalty: 3023.330322
	Iteration 10Q: 3 clusters Score -1021985 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1022226.250000 Penalty: 3023.330322
	Iteration 11Q: 3 clusters Score -1022226 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1022387.125000 Penalty: 3023.330322
	Iteration 12Q: 3 clusters Score -1022387 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1022484.437500 Penalty: 3023.330322
	Iteration 13Q: 3 clusters Score -1022484 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1022580.312500 Penalty: 3023.330322
	Iteration 14Q: 3 clusters Score -1022580 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1022686.312500 Penalty: 3023.330322
	Iteration 15Q: 3 clusters Score -1022686 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1022795.875000 Penalty: 3023.330322
	Iteration 16Q: 3 clusters Score -1022796 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1022946.312500 Penalty: 3023.330322
	Iteration 17Q: 3 clusters Score -1022946 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1023159.125000 Penalty: 3023.330322
	Iteration 18Q: 3 clusters Score -1023159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1023384.750000 Penalty: 3023.330322
	Iteration 19Q: 3 clusters Score -1023385 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1023514.750000 Penalty: 3023.330322
	Iteration 20F: 3 clusters Score -1023515 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1023590.562500 Penalty: 3023.330322
	Iteration 21Q: 3 clusters Score -1023591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1023626.500000 Penalty: 3023.330322
	Iteration 22Q: 3 clusters Score -1023626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1023639.687500 Penalty: 3023.330322
	Iteration 23Q: 3 clusters Score -1023640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1023647.437500 Penalty: 3023.330322
	Iteration 24Q: 3 clusters Score -1023647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1023650.937500 Penalty: 3023.330322
	Iteration 25Q: 3 clusters Score -1023651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1023652.562500 Penalty: 3023.330322
	Iteration 26Q: 3 clusters Score -1023653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1023653.000000 Penalty: 3023.330322
	Iteration 27Q: 3 clusters Score -1023653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1023653.437500 Penalty: 3023.330322
	Iteration 28Q: 3 clusters Score -1023653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1023653.625000 Penalty: 3023.330322
	Iteration 29Q: 3 clusters Score -1023654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1023654.250000 Penalty: 3023.330322
	Iteration 30Q: 3 clusters Score -1023654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1023654.437500 Penalty: 3023.330322
	Iteration 31Q: 3 clusters Score -1023654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1023652.750000 Penalty: 3023.330322
	Iteration 32Q: 3 clusters Score -1023653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1023654.687500 Penalty: 3023.330322
	Iteration 33Q: 3 clusters Score -1023655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1023654.312500 Penalty: 3023.330322
	Iteration 34Q: 3 clusters Score -1023654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1023656.437500 Penalty: 3023.330322
	Iteration 35Q: 3 clusters Score -1023656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1023657.687500 Penalty: 3023.330322
	Iteration 36Q: 3 clusters Score -1023658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1023656.750000 Penalty: 3023.330322
	Iteration 37Q: 3 clusters Score -1023657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1023657.812500 Penalty: 3023.330322
	Iteration 38Q: 3 clusters Score -1023658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1023657.625000 Penalty: 3023.330322
	Iteration 39Q: 3 clusters Score -1023658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1023656.625000 Penalty: 3023.330322
	Iteration 40F: 3 clusters Score -1023657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9223.758789 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -9223.759 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 102 members 
Entering Unmasked Estep 
Score: -8544.021484 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -8544.021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8674.518555 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -8674.519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8727.396484 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -8727.396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8759.552734 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -8759.553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8792.091797 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -8792.092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8840.749023 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -8840.749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8912.618164 Penalty: 1717.041138
	Iteration 6Q: 3 clusters Score -8912.618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8964.403320 Penalty: 1717.041138
	Iteration 7Q: 3 clusters Score -8964.403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8977.507812 Penalty: 1717.041138
	Iteration 8Q: 3 clusters Score -8977.508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8996.426758 Penalty: 1717.041138
	Iteration 9Q: 3 clusters Score -8996.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9004.696289 Penalty: 1717.041138
	Iteration 10F: 3 clusters Score -9004.696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9160.053711 Penalty: 1717.041138
	Iteration 11Q: 3 clusters Score -9160.054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9194.104492 Penalty: 1717.041138
	Iteration 12Q: 3 clusters Score -9194.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9194.104492 Penalty: 1717.041138
	Iteration 13F: 3 clusters Score -9194.104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (187401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187401 members 
Entering Unmasked Estep 
Score: -17562410.000000 Penalty: 1972.913574
	Iteration 0F: 2 clusters Score -1.756241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -17442614.000000 Penalty: 3945.827148
	Iteration 0F: 3 clusters Score -1.744261e+07 nChanged 90723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -17496950.000000 Penalty: 3945.827148
	Iteration 1F: 3 clusters Score -1.749695e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -17499138.000000 Penalty: 3945.827148
	Iteration 2Q: 3 clusters Score -1.749914e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -17502538.000000 Penalty: 3945.827148
	Iteration 3Q: 3 clusters Score -1.750254e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -17508238.000000 Penalty: 3945.827148
	Iteration 4F: 3 clusters Score -1.750824e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129543 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -17516758.000000 Penalty: 3945.827148
	Iteration 5F: 3 clusters Score -1.751676e+07 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -17529590.000000 Penalty: 3945.827148
	Iteration 6F: 3 clusters Score -1.752959e+07 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -17543298.000000 Penalty: 3945.827148
	Iteration 7F: 3 clusters Score -1.75433e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167661 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -17552106.000000 Penalty: 3945.827148
	Iteration 8F: 3 clusters Score -1.755211e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -17556466.000000 Penalty: 3945.827148
	Iteration 9Q: 3 clusters Score -1.755647e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -17558540.000000 Penalty: 3945.827148
	Iteration 10Q: 3 clusters Score -1.755854e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180711 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -17559642.000000 Penalty: 3945.827148
	Iteration 11Q: 3 clusters Score -1.755964e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182339 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -17560198.000000 Penalty: 3945.827148
	Iteration 12Q: 3 clusters Score -1.75602e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183445 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -17560538.000000 Penalty: 3945.827148
	Iteration 13Q: 3 clusters Score -1.756054e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184197 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -17560710.000000 Penalty: 3945.827148
	Iteration 14Q: 3 clusters Score -1.756071e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184687 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -17560750.000000 Penalty: 3945.827148
	Iteration 15Q: 3 clusters Score -1.756075e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185045 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -17560810.000000 Penalty: 3945.827148
	Iteration 16Q: 3 clusters Score -1.756081e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185306 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17560888.000000 Penalty: 3945.827148
	Iteration 17Q: 3 clusters Score -1.756089e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185497 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17560938.000000 Penalty: 3945.827148
	Iteration 18Q: 3 clusters Score -1.756094e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185639 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -17560950.000000 Penalty: 3945.827148
	Iteration 19Q: 3 clusters Score -1.756095e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185738 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17560994.000000 Penalty: 3945.827148
	Iteration 20F: 3 clusters Score -1.756099e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185817 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -17560992.000000 Penalty: 3945.827148
	Iteration 21Q: 3 clusters Score -1.756099e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185878 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -17561000.000000 Penalty: 3945.827148
	Iteration 22Q: 3 clusters Score -1.7561e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185931 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -17560980.000000 Penalty: 3945.827148
	Iteration 23Q: 3 clusters Score -1.756098e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185969 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -17560984.000000 Penalty: 3945.827148
	Iteration 24Q: 3 clusters Score -1.756098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186002 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17561006.000000 Penalty: 3945.827148
	Iteration 25Q: 3 clusters Score -1.756101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186039 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17560996.000000 Penalty: 3945.827148
	Iteration 26Q: 3 clusters Score -1.7561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186068 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -17561002.000000 Penalty: 3945.827148
	Iteration 27Q: 3 clusters Score -1.7561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186092 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17561020.000000 Penalty: 3945.827148
	Iteration 28Q: 3 clusters Score -1.756102e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186110 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17561014.000000 Penalty: 3945.827148
	Iteration 29Q: 3 clusters Score -1.756101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186125 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -17561032.000000 Penalty: 3945.827148
	Iteration 30Q: 3 clusters Score -1.756103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186131 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -17561048.000000 Penalty: 3945.827148
	Iteration 31Q: 3 clusters Score -1.756105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186144 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17561026.000000 Penalty: 3945.827148
	Iteration 32Q: 3 clusters Score -1.756103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186152 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -17561028.000000 Penalty: 3945.827148
	Iteration 33Q: 3 clusters Score -1.756103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186155 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -17561054.000000 Penalty: 3945.827148
	Iteration 34Q: 3 clusters Score -1.756105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186158 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17561058.000000 Penalty: 3945.827148
	Iteration 35Q: 3 clusters Score -1.756106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186165 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17561060.000000 Penalty: 3945.827148
	Iteration 36Q: 3 clusters Score -1.756106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186170 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -17561048.000000 Penalty: 3945.827148
	Iteration 37Q: 3 clusters Score -1.756105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186173 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17561048.000000 Penalty: 3945.827148
	Iteration 38Q: 3 clusters Score -1.756105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186177 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17561050.000000 Penalty: 3945.827148
	Iteration 39Q: 3 clusters Score -1.756105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186182 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -17561048.000000 Penalty: 3945.827148
	Iteration 40F: 3 clusters Score -1.756105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186187 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17561042.000000 Penalty: 3945.827148
	Iteration 41Q: 3 clusters Score -1.756104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186193 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -17561040.000000 Penalty: 3945.827148
	Iteration 42Q: 3 clusters Score -1.756104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186195 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -17561042.000000 Penalty: 3945.827148
	Iteration 43Q: 3 clusters Score -1.756104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186196 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -17561036.000000 Penalty: 3945.827148
	Iteration 44Q: 3 clusters Score -1.756104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186200 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17561044.000000 Penalty: 3945.827148
	Iteration 45Q: 3 clusters Score -1.756104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186204 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -17561054.000000 Penalty: 3945.827148
	Iteration 46Q: 3 clusters Score -1.756105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186205 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -17561040.000000 Penalty: 3945.827148
	Iteration 47Q: 3 clusters Score -1.756104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186207 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17561042.000000 Penalty: 3945.827148
	Iteration 48Q: 3 clusters Score -1.756104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186208 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -17561038.000000 Penalty: 3945.827148
	Iteration 49Q: 3 clusters Score -1.756104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186209 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17561042.000000 Penalty: 3945.827148
	Iteration 50Q: 3 clusters Score -1.756104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186210 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17561040.000000 Penalty: 3945.827148
	Iteration 51Q: 3 clusters Score -1.756104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186209 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17561036.000000 Penalty: 3945.827148
	Iteration 52Q: 3 clusters Score -1.756104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186209 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17561036.000000 Penalty: 3945.827148
	Iteration 53F: 3 clusters Score -1.756104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (67921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Entering Unmasked Estep 
Score: -6419341.000000 Penalty: 1807.991333
	Iteration 0F: 2 clusters Score -6419341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -6374032.500000 Penalty: 3615.982666
	Iteration 0F: 3 clusters Score -6374032 nChanged 32306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -6393013.500000 Penalty: 3615.982666
	Iteration 1F: 3 clusters Score -6393014 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -6394203.000000 Penalty: 3615.982666
	Iteration 2Q: 3 clusters Score -6394203 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -6396044.000000 Penalty: 3615.982666
	Iteration 3F: 3 clusters Score -6396044 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -6398912.000000 Penalty: 3615.982666
	Iteration 4F: 3 clusters Score -6398912 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6402911.000000 Penalty: 3615.982666
	Iteration 5F: 3 clusters Score -6402911 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -6407386.500000 Penalty: 3615.982666
	Iteration 6F: 3 clusters Score -6407386 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -6410923.000000 Penalty: 3615.982666
	Iteration 7F: 3 clusters Score -6410923 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -6412878.500000 Penalty: 3615.982666
	Iteration 8Q: 3 clusters Score -6412878 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -6413668.000000 Penalty: 3615.982666
	Iteration 9Q: 3 clusters Score -6413668 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -6414161.500000 Penalty: 3615.982666
	Iteration 10Q: 3 clusters Score -6414162 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -6414573.500000 Penalty: 3615.982666
	Iteration 11Q: 3 clusters Score -6414574 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -6414909.500000 Penalty: 3615.982666
	Iteration 12Q: 3 clusters Score -6414910 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -6415208.500000 Penalty: 3615.982666
	Iteration 13Q: 3 clusters Score -6415208 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -6415436.000000 Penalty: 3615.982666
	Iteration 14Q: 3 clusters Score -6415436 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -6415674.500000 Penalty: 3615.982666
	Iteration 15Q: 3 clusters Score -6415674 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -6415902.500000 Penalty: 3615.982666
	Iteration 16Q: 3 clusters Score -6415902 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -6416087.500000 Penalty: 3615.982666
	Iteration 17Q: 3 clusters Score -6416088 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -6416269.500000 Penalty: 3615.982666
	Iteration 18Q: 3 clusters Score -6416270 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6416410.000000 Penalty: 3615.982666
	Iteration 19Q: 3 clusters Score -6416410 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -6416581.000000 Penalty: 3615.982666
	Iteration 20F: 3 clusters Score -6416581 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -6416772.000000 Penalty: 3615.982666
	Iteration 21Q: 3 clusters Score -6416772 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -6416897.500000 Penalty: 3615.982666
	Iteration 22Q: 3 clusters Score -6416898 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -6417050.500000 Penalty: 3615.982666
	Iteration 23Q: 3 clusters Score -6417050 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -6417149.500000 Penalty: 3615.982666
	Iteration 24Q: 3 clusters Score -6417150 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6417259.000000 Penalty: 3615.982666
	Iteration 25Q: 3 clusters Score -6417259 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -6417384.500000 Penalty: 3615.982666
	Iteration 26Q: 3 clusters Score -6417384 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6417456.000000 Penalty: 3615.982666
	Iteration 27Q: 3 clusters Score -6417456 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6417531.500000 Penalty: 3615.982666
	Iteration 28Q: 3 clusters Score -6417532 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6417617.000000 Penalty: 3615.982666
	Iteration 29Q: 3 clusters Score -6417617 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6417661.000000 Penalty: 3615.982666
	Iteration 30Q: 3 clusters Score -6417661 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6417699.500000 Penalty: 3615.982666
	Iteration 31Q: 3 clusters Score -6417700 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6417731.500000 Penalty: 3615.982666
	Iteration 32Q: 3 clusters Score -6417732 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6417769.500000 Penalty: 3615.982666
	Iteration 33Q: 3 clusters Score -6417770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6417784.000000 Penalty: 3615.982666
	Iteration 34Q: 3 clusters Score -6417784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6417812.000000 Penalty: 3615.982666
	Iteration 35Q: 3 clusters Score -6417812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6417827.000000 Penalty: 3615.982666
	Iteration 36Q: 3 clusters Score -6417827 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6417868.000000 Penalty: 3615.982666
	Iteration 37Q: 3 clusters Score -6417868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6417892.000000 Penalty: 3615.982666
	Iteration 38Q: 3 clusters Score -6417892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6417898.500000 Penalty: 3615.982666
	Iteration 39Q: 3 clusters Score -6417898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6417919.500000 Penalty: 3615.982666
	Iteration 40F: 3 clusters Score -6417920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6417930.000000 Penalty: 3615.982666
	Iteration 41Q: 3 clusters Score -6417930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6417948.000000 Penalty: 3615.982666
	Iteration 42Q: 3 clusters Score -6417948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6417976.000000 Penalty: 3615.982666
	Iteration 43Q: 3 clusters Score -6417976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6417975.500000 Penalty: 3615.982666
	Iteration 44Q: 3 clusters Score -6417976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6417992.500000 Penalty: 3615.982666
	Iteration 45Q: 3 clusters Score -6417992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6417998.000000 Penalty: 3615.982666
	Iteration 46Q: 3 clusters Score -6417998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6417995.500000 Penalty: 3615.982666
	Iteration 47Q: 3 clusters Score -6417996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6417992.500000 Penalty: 3615.982666
	Iteration 48Q: 3 clusters Score -6417992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6417990.000000 Penalty: 3615.982666
	Iteration 49Q: 3 clusters Score -6417990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6417997.000000 Penalty: 3615.982666
	Iteration 50Q: 3 clusters Score -6417997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6418001.500000 Penalty: 3615.982666
	Iteration 51Q: 3 clusters Score -6418002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6418002.500000 Penalty: 3615.982666
	Iteration 52Q: 3 clusters Score -6418002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6417999.500000 Penalty: 3615.982666
	Iteration 53Q: 3 clusters Score -6418000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6417998.500000 Penalty: 3615.982666
	Iteration 54Q: 3 clusters Score -6417998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6418002.500000 Penalty: 3615.982666
	Iteration 55Q: 3 clusters Score -6418002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6418008.500000 Penalty: 3615.982666
	Iteration 56Q: 3 clusters Score -6418008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6418016.500000 Penalty: 3615.982666
	Iteration 57Q: 3 clusters Score -6418016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6418008.500000 Penalty: 3615.982666
	Iteration 58Q: 3 clusters Score -6418008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6418006.000000 Penalty: 3615.982666
	Iteration 59Q: 3 clusters Score -6418006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6418003.500000 Penalty: 3615.982666
	Iteration 60F: 3 clusters Score -6418004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6418009.000000 Penalty: 3615.982666
	Iteration 61Q: 3 clusters Score -6418009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6418004.500000 Penalty: 3615.982666
	Iteration 62Q: 3 clusters Score -6418004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6418005.000000 Penalty: 3615.982666
	Iteration 63Q: 3 clusters Score -6418005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6418005.000000 Penalty: 3615.982666
	Iteration 64F: 3 clusters Score -6418005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -88405.250000 Penalty: 1130.593384
	Iteration 0F: 2 clusters Score -88405.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87019.648438 Penalty: 2261.186768
	Iteration 0F: 3 clusters Score -87019.65 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -87317.250000 Penalty: 2261.186768
	Iteration 1F: 3 clusters Score -87317.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -87419.632812 Penalty: 2261.186768
	Iteration 2F: 3 clusters Score -87419.63 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87499.554688 Penalty: 2261.186768
	Iteration 3Q: 3 clusters Score -87499.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87576.984375 Penalty: 2261.186768
	Iteration 4Q: 3 clusters Score -87576.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87650.796875 Penalty: 2261.186768
	Iteration 5Q: 3 clusters Score -87650.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -87735.085938 Penalty: 2261.186768
	Iteration 6Q: 3 clusters Score -87735.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87844.640625 Penalty: 2261.186768
	Iteration 7Q: 3 clusters Score -87844.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87921.789062 Penalty: 2261.186768
	Iteration 8Q: 3 clusters Score -87921.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87998.289062 Penalty: 2261.186768
	Iteration 9Q: 3 clusters Score -87998.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -88056.328125 Penalty: 2261.186768
	Iteration 10Q: 3 clusters Score -88056.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88094.289062 Penalty: 2261.186768
	Iteration 11Q: 3 clusters Score -88094.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -88128.703125 Penalty: 2261.186768
	Iteration 12Q: 3 clusters Score -88128.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88158.429688 Penalty: 2261.186768
	Iteration 13Q: 3 clusters Score -88158.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88189.507812 Penalty: 2261.186768
	Iteration 14Q: 3 clusters Score -88189.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88211.945312 Penalty: 2261.186768
	Iteration 15Q: 3 clusters Score -88211.95 nChanged 12
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: -88240.843750 Penalty: 2261.186768
	Iteration 16Q: 3 clusters Score -88240.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88268.812500 Penalty: 2261.186768
	Iteration 17Q: 3 clusters Score -88268.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88280.289062 Penalty: 2261.186768
	Iteration 18Q: 3 clusters Score -88280.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88284.789062 Penalty: 2261.186768
	Iteration 19Q: 3 clusters Score -88284.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88292.523438 Penalty: 2261.186768
	Iteration 20F: 3 clusters Score -88292.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88302.812500 Penalty: 2261.186768
	Iteration 21Q: 3 clusters Score -88302.81 nChanged 6
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: -88315.656250 Penalty: 2261.186768
	Iteration 22Q: 3 clusters Score -88315.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -88316.726562 Penalty: 2261.186768
	Iteration 23Q: 3 clusters Score -88316.73 nChanged 1
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: -88317.578125 Penalty: 2261.186768
	Iteration 24Q: 3 clusters Score -88317.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -88323.757812 Penalty: 2261.186768
	Iteration 25Q: 3 clusters Score -88323.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -88323.757812 Penalty: 2261.186768
	Iteration 26F: 3 clusters Score -88323.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -18236.544922 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -18236.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17520.974609 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -17520.97 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17967.757812 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -17967.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18091.865234 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -18091.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18140.939453 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -18140.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18168.775391 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -18168.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18178.878906 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -18178.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18178.878906 Penalty: 1912.079712
	Iteration 6F: 3 clusters Score -18178.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -54064.722656 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -54064.72 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 339 members 
Entering Unmasked Estep 
Score: -52885.050781 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -52885.05 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53126.210938 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -53126.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53235.781250 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -53235.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53293.851562 Penalty: 2122.535156
	Iteration 3F: 3 clusters Score -53293.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53356.230469 Penalty: 2122.535156
	Iteration 4Q: 3 clusters Score -53356.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53400.058594 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -53400.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53434.953125 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -53434.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53472.046875 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -53472.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53501.007812 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -53501.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53515.371094 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -53515.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -53522.105469 Penalty: 2122.535156
	Iteration 10Q: 3 clusters Score -53522.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -53526.679688 Penalty: 2122.535156
	Iteration 11Q: 3 clusters Score -53526.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53530.699219 Penalty: 2122.535156
	Iteration 12Q: 3 clusters Score -53530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -53540.304688 Penalty: 2122.535156
	Iteration 13Q: 3 clusters Score -53540.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -53554.523438 Penalty: 2122.535156
	Iteration 14Q: 3 clusters Score -53554.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -53569.140625 Penalty: 2122.535156
	Iteration 15Q: 3 clusters Score -53569.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -53584.964844 Penalty: 2122.535156
	Iteration 16Q: 3 clusters Score -53584.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -53600.632812 Penalty: 2122.535156
	Iteration 17Q: 3 clusters Score -53600.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -53608.441406 Penalty: 2122.535156
	Iteration 18Q: 3 clusters Score -53608.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -53616.527344 Penalty: 2122.535156
	Iteration 19Q: 3 clusters Score -53616.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -53627.449219 Penalty: 2122.535156
	Iteration 20F: 3 clusters Score -53627.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -53652.718750 Penalty: 2122.535156
	Iteration 21Q: 3 clusters Score -53652.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -53660.742188 Penalty: 2122.535156
	Iteration 22Q: 3 clusters Score -53660.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53666.671875 Penalty: 2122.535156
	Iteration 23Q: 3 clusters Score -53666.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53669.484375 Penalty: 2122.535156
	Iteration 24Q: 3 clusters Score -53669.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -53670.914062 Penalty: 2122.535156
	Iteration 25Q: 3 clusters Score -53670.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53671.628906 Penalty: 2122.535156
	Iteration 26Q: 3 clusters Score -53671.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53671.628906 Penalty: 2122.535156
	Iteration 27F: 3 clusters Score -53671.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Entering Unmasked Estep 
Score: -5386986.500000 Penalty: 1779.508911
	Iteration 0F: 2 clusters Score -5386986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -5348783.500000 Penalty: 3559.017822
	Iteration 0F: 3 clusters Score -5348784 nChanged 27041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5364171.500000 Penalty: 3559.017822
	Iteration 1F: 3 clusters Score -5364172 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5364847.000000 Penalty: 3559.017822
	Iteration 2Q: 3 clusters Score -5364847 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5365651.500000 Penalty: 3559.017822
	Iteration 3Q: 3 clusters Score -5365652 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -5366626.000000 Penalty: 3559.017822
	Iteration 4Q: 3 clusters Score -5366626 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5367983.500000 Penalty: 3559.017822
	Iteration 5Q: 3 clusters Score -5367984 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -5369638.500000 Penalty: 3559.017822
	Iteration 6Q: 3 clusters Score -5369638 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -5371535.000000 Penalty: 3559.017822
	Iteration 7F: 3 clusters Score -5371535 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5373677.000000 Penalty: 3559.017822
	Iteration 8F: 3 clusters Score -5373677 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5375829.000000 Penalty: 3559.017822
	Iteration 9F: 3 clusters Score -5375829 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5377701.000000 Penalty: 3559.017822
	Iteration 10F: 3 clusters Score -5377701 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5379076.000000 Penalty: 3559.017822
	Iteration 11Q: 3 clusters Score -5379076 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5379829.500000 Penalty: 3559.017822
	Iteration 12Q: 3 clusters Score -5379830 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -5380241.000000 Penalty: 3559.017822
	Iteration 13Q: 3 clusters Score -5380241 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -5380433.500000 Penalty: 3559.017822
	Iteration 14Q: 3 clusters Score -5380434 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5380593.500000 Penalty: 3559.017822
	Iteration 15Q: 3 clusters Score -5380594 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -5380701.000000 Penalty: 3559.017822
	Iteration 16Q: 3 clusters Score -5380701 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -5380786.000000 Penalty: 3559.017822
	Iteration 17Q: 3 clusters Score -5380786 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -5380827.500000 Penalty: 3559.017822
	Iteration 18Q: 3 clusters Score -5380828 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5380926.500000 Penalty: 3559.017822
	Iteration 19Q: 3 clusters Score -5380926 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -5380996.500000 Penalty: 3559.017822
	Iteration 20F: 3 clusters Score -5380996 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -5381091.000000 Penalty: 3559.017822
	Iteration 21Q: 3 clusters Score -5381091 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -5381135.000000 Penalty: 3559.017822
	Iteration 22Q: 3 clusters Score -5381135 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -5381167.000000 Penalty: 3559.017822
	Iteration 23Q: 3 clusters Score -5381167 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5381244.000000 Penalty: 3559.017822
	Iteration 24Q: 3 clusters Score -5381244 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5381278.500000 Penalty: 3559.017822
	Iteration 25Q: 3 clusters Score -5381278 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -5381332.500000 Penalty: 3559.017822
	Iteration 26Q: 3 clusters Score -5381332 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -5381404.000000 Penalty: 3559.017822
	Iteration 27Q: 3 clusters Score -5381404 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5381494.500000 Penalty: 3559.017822
	Iteration 28Q: 3 clusters Score -5381494 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -5381557.500000 Penalty: 3559.017822
	Iteration 29Q: 3 clusters Score -5381558 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5381645.500000 Penalty: 3559.017822
	Iteration 30Q: 3 clusters Score -5381646 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -5381734.000000 Penalty: 3559.017822
	Iteration 31Q: 3 clusters Score -5381734 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5381817.500000 Penalty: 3559.017822
	Iteration 32Q: 3 clusters Score -5381818 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -5381942.000000 Penalty: 3559.017822
	Iteration 33Q: 3 clusters Score -5381942 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -5382067.000000 Penalty: 3559.017822
	Iteration 34Q: 3 clusters Score -5382067 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -5382199.000000 Penalty: 3559.017822
	Iteration 35Q: 3 clusters Score -5382199 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -5382332.500000 Penalty: 3559.017822
	Iteration 36Q: 3 clusters Score -5382332 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -5382486.500000 Penalty: 3559.017822
	Iteration 37Q: 3 clusters Score -5382486 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -5382677.000000 Penalty: 3559.017822
	Iteration 38Q: 3 clusters Score -5382677 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5382847.000000 Penalty: 3559.017822
	Iteration 39Q: 3 clusters Score -5382847 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -5383036.000000 Penalty: 3559.017822
	Iteration 40F: 3 clusters Score -5383036 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -5383196.000000 Penalty: 3559.017822
	Iteration 41Q: 3 clusters Score -5383196 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5383341.000000 Penalty: 3559.017822
	Iteration 42Q: 3 clusters Score -5383341 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -5383527.000000 Penalty: 3559.017822
	Iteration 43Q: 3 clusters Score -5383527 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5383702.500000 Penalty: 3559.017822
	Iteration 44Q: 3 clusters Score -5383702 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5383890.000000 Penalty: 3559.017822
	Iteration 45Q: 3 clusters Score -5383890 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -5384071.500000 Penalty: 3559.017822
	Iteration 46Q: 3 clusters Score -5384072 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5384219.500000 Penalty: 3559.017822
	Iteration 47Q: 3 clusters Score -5384220 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5384351.000000 Penalty: 3559.017822
	Iteration 48Q: 3 clusters Score -5384351 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5384481.000000 Penalty: 3559.017822
	Iteration 49Q: 3 clusters Score -5384481 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5384596.500000 Penalty: 3559.017822
	Iteration 50Q: 3 clusters Score -5384596 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5384696.500000 Penalty: 3559.017822
	Iteration 51Q: 3 clusters Score -5384696 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5384818.000000 Penalty: 3559.017822
	Iteration 52Q: 3 clusters Score -5384818 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5384928.000000 Penalty: 3559.017822
	Iteration 53Q: 3 clusters Score -5384928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5385033.000000 Penalty: 3559.017822
	Iteration 54Q: 3 clusters Score -5385033 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5385118.500000 Penalty: 3559.017822
	Iteration 55Q: 3 clusters Score -5385118 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5385186.500000 Penalty: 3559.017822
	Iteration 56Q: 3 clusters Score -5385186 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5385237.000000 Penalty: 3559.017822
	Iteration 57Q: 3 clusters Score -5385237 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5385283.000000 Penalty: 3559.017822
	Iteration 58Q: 3 clusters Score -5385283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5385326.000000 Penalty: 3559.017822
	Iteration 59Q: 3 clusters Score -5385326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5385348.000000 Penalty: 3559.017822
	Iteration 60F: 3 clusters Score -5385348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5385374.500000 Penalty: 3559.017822
	Iteration 61Q: 3 clusters Score -5385374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5385399.000000 Penalty: 3559.017822
	Iteration 62Q: 3 clusters Score -5385399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5385420.000000 Penalty: 3559.017822
	Iteration 63Q: 3 clusters Score -5385420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5385426.500000 Penalty: 3559.017822
	Iteration 64Q: 3 clusters Score -5385426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5385442.000000 Penalty: 3559.017822
	Iteration 65Q: 3 clusters Score -5385442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5385454.500000 Penalty: 3559.017822
	Iteration 66Q: 3 clusters Score -5385454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5385465.500000 Penalty: 3559.017822
	Iteration 67Q: 3 clusters Score -5385466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5385478.000000 Penalty: 3559.017822
	Iteration 68Q: 3 clusters Score -5385478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5385482.500000 Penalty: 3559.017822
	Iteration 69Q: 3 clusters Score -5385482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5385494.500000 Penalty: 3559.017822
	Iteration 70Q: 3 clusters Score -5385494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5385496.000000 Penalty: 3559.017822
	Iteration 71Q: 3 clusters Score -5385496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5385504.000000 Penalty: 3559.017822
	Iteration 72Q: 3 clusters Score -5385504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5385514.000000 Penalty: 3559.017822
	Iteration 73Q: 3 clusters Score -5385514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5385516.500000 Penalty: 3559.017822
	Iteration 74Q: 3 clusters Score -5385516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5385521.500000 Penalty: 3559.017822
	Iteration 75Q: 3 clusters Score -5385522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5385523.000000 Penalty: 3559.017822
	Iteration 76Q: 3 clusters Score -5385523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5385525.500000 Penalty: 3559.017822
	Iteration 77Q: 3 clusters Score -5385526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5385523.000000 Penalty: 3559.017822
	Iteration 78Q: 3 clusters Score -5385523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5385521.500000 Penalty: 3559.017822
	Iteration 79Q: 3 clusters Score -5385522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5385525.000000 Penalty: 3559.017822
	Iteration 80F: 3 clusters Score -5385525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5385530.000000 Penalty: 3559.017822
	Iteration 81Q: 3 clusters Score -5385530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5385532.000000 Penalty: 3559.017822
	Iteration 82Q: 3 clusters Score -5385532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5385532.000000 Penalty: 3559.017822
	Iteration 83F: 3 clusters Score -5385532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 196974 members 
Mstep: Class 5 contains 63732 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48207 members 
Mstep: Class 9 contains 26797 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187401 members 
Mstep: Class 17 contains 67921 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449056.000000 Penalty: 43859.843750
Iteration 119Q: 21 clusters Score -6.644906e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 196915 members 
Mstep: Class 5 contains 63727 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48210 members 
Mstep: Class 9 contains 26795 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67926 members 
Mstep: Class 18 contains 1052 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449052.000000 Penalty: 43859.843750
Iteration 120F: 21 clusters Score -6.644905e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 196852 members 
Mstep: Class 5 contains 63722 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48213 members 
Mstep: Class 9 contains 26790 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67934 members 
Mstep: Class 18 contains 1053 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449080.000000 Penalty: 43859.843750
Iteration 121Q: 21 clusters Score -6.644908e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 196797 members 
Mstep: Class 5 contains 63722 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48215 members 
Mstep: Class 9 contains 26779 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10967 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67941 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449104.000000 Penalty: 43859.843750
Iteration 122Q: 21 clusters Score -6.64491e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 196762 members 
Mstep: Class 5 contains 63720 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 48218 members 
Mstep: Class 9 contains 26767 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10967 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187404 members 
Mstep: Class 17 contains 67946 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449072.000000 Penalty: 43859.843750
Iteration 123Q: 21 clusters Score -6.644907e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 196737 members 
Mstep: Class 5 contains 63713 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 48224 members 
Mstep: Class 9 contains 26760 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67950 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449056.000000 Penalty: 43859.843750
Iteration 124Q: 21 clusters Score -6.644906e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 196709 members 
Mstep: Class 5 contains 63709 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 48227 members 
Mstep: Class 9 contains 26751 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187393 members 
Mstep: Class 17 contains 67959 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449028.000000 Penalty: 43859.843750
Iteration 125Q: 21 clusters Score -6.644903e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 196683 members 
Mstep: Class 5 contains 63704 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4562 members 
Mstep: Class 8 contains 48229 members 
Mstep: Class 9 contains 26747 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187403 members 
Mstep: Class 17 contains 67962 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449032.000000 Penalty: 43859.843750
Iteration 126Q: 21 clusters Score -6.644903e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 196668 members 
Mstep: Class 5 contains 63698 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 48231 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187399 members 
Mstep: Class 17 contains 67963 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449040.000000 Penalty: 43859.843750
Iteration 127Q: 21 clusters Score -6.644904e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 196638 members 
Mstep: Class 5 contains 63694 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 48236 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187411 members 
Mstep: Class 17 contains 67962 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449024.000000 Penalty: 43859.843750
Iteration 128Q: 21 clusters Score -6.644902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196615 members 
Mstep: Class 5 contains 63691 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 48239 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187418 members 
Mstep: Class 17 contains 67960 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449020.000000 Penalty: 43859.843750
Iteration 129Q: 21 clusters Score -6.644902e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196594 members 
Mstep: Class 5 contains 63688 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 48244 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187419 members 
Mstep: Class 17 contains 67958 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449092.000000 Penalty: 43859.843750
Iteration 130Q: 21 clusters Score -6.644909e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196584 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48246 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187421 members 
Mstep: Class 17 contains 67957 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449124.000000 Penalty: 43859.843750
Iteration 131Q: 21 clusters Score -6.644912e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196568 members 
Mstep: Class 5 contains 63682 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48248 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187416 members 
Mstep: Class 17 contains 67957 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449076.000000 Penalty: 43859.843750
Iteration 132Q: 21 clusters Score -6.644908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196556 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67958 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449064.000000 Penalty: 43859.843750
Iteration 133Q: 21 clusters Score -6.644906e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196534 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48251 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187404 members 
Mstep: Class 17 contains 67960 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449088.000000 Penalty: 43859.843750
Iteration 134Q: 21 clusters Score -6.644909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196514 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187404 members 
Mstep: Class 17 contains 67959 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449076.000000 Penalty: 43859.843750
Iteration 135Q: 21 clusters Score -6.644908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196496 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187404 members 
Mstep: Class 17 contains 67959 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449084.000000 Penalty: 43859.843750
Iteration 136Q: 21 clusters Score -6.644908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196485 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187403 members 
Mstep: Class 17 contains 67961 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449108.000000 Penalty: 43859.843750
Iteration 137Q: 21 clusters Score -6.644911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196475 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187407 members 
Mstep: Class 17 contains 67961 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449092.000000 Penalty: 43859.843750
Iteration 138Q: 21 clusters Score -6.644909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196465 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187408 members 
Mstep: Class 17 contains 67962 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449056.000000 Penalty: 43859.843750
Iteration 139Q: 21 clusters Score -6.644906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196462 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67961 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449092.000000 Penalty: 43859.843750
Iteration 140F: 21 clusters Score -6.644909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196456 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67961 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449068.000000 Penalty: 43859.843750
Iteration 141Q: 21 clusters Score -6.644907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196446 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48249 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187409 members 
Mstep: Class 17 contains 67959 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449036.000000 Penalty: 43859.843750
Iteration 142Q: 21 clusters Score -6.644904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196442 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48248 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187409 members 
Mstep: Class 17 contains 67958 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449004.000000 Penalty: 43859.843750
Iteration 143Q: 21 clusters Score -6.6449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196436 members 
Mstep: Class 5 contains 63679 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48248 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67962 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449000.000000 Penalty: 43859.843750
Iteration 144Q: 21 clusters Score -6.6449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196434 members 
Mstep: Class 5 contains 63679 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48248 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187407 members 
Mstep: Class 17 contains 67963 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449020.000000 Penalty: 43859.843750
Iteration 145Q: 21 clusters Score -6.644902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196434 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48248 members 
Mstep: Class 9 contains 26743 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187409 members 
Mstep: Class 17 contains 67963 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449028.000000 Penalty: 43859.843750
Iteration 146Q: 21 clusters Score -6.644903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196432 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48248 members 
Mstep: Class 9 contains 26742 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187409 members 
Mstep: Class 17 contains 67963 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449024.000000 Penalty: 43859.843750
Iteration 147Q: 21 clusters Score -6.644902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196425 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48249 members 
Mstep: Class 9 contains 26742 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187408 members 
Mstep: Class 17 contains 67963 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449032.000000 Penalty: 43859.843750
Iteration 148Q: 21 clusters Score -6.644903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196416 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48249 members 
Mstep: Class 9 contains 26742 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187408 members 
Mstep: Class 17 contains 67964 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449040.000000 Penalty: 43859.843750
Iteration 149Q: 21 clusters Score -6.644904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196408 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48249 members 
Mstep: Class 9 contains 26742 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187408 members 
Mstep: Class 17 contains 67964 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449056.000000 Penalty: 43859.843750
Iteration 150Q: 21 clusters Score -6.644906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196400 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26742 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187408 members 
Mstep: Class 17 contains 67966 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449056.000000 Penalty: 43859.843750
Iteration 151Q: 21 clusters Score -6.644906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196391 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48250 members 
Mstep: Class 9 contains 26742 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187409 members 
Mstep: Class 17 contains 67968 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449036.000000 Penalty: 43859.843750
Iteration 152Q: 21 clusters Score -6.644904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196379 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48253 members 
Mstep: Class 9 contains 26741 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187409 members 
Mstep: Class 17 contains 67969 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449036.000000 Penalty: 43859.843750
Iteration 153Q: 21 clusters Score -6.644904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196369 members 
Mstep: Class 5 contains 63681 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48256 members 
Mstep: Class 9 contains 26741 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187407 members 
Mstep: Class 17 contains 67968 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449020.000000 Penalty: 43859.843750
Iteration 154Q: 21 clusters Score -6.644902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 196362 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48263 members 
Mstep: Class 9 contains 26739 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67969 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449028.000000 Penalty: 43859.843750
Iteration 155Q: 21 clusters Score -6.644903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196351 members 
Mstep: Class 5 contains 63679 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48263 members 
Mstep: Class 9 contains 26738 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187411 members 
Mstep: Class 17 contains 67971 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448968.000000 Penalty: 43859.843750
Iteration 156Q: 21 clusters Score -6.644897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196343 members 
Mstep: Class 5 contains 63679 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48268 members 
Mstep: Class 9 contains 26738 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187409 members 
Mstep: Class 17 contains 67972 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449012.000000 Penalty: 43859.843750
Iteration 157Q: 21 clusters Score -6.644901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196333 members 
Mstep: Class 5 contains 63678 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48273 members 
Mstep: Class 9 contains 26738 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67974 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449060.000000 Penalty: 43859.843750
Iteration 158Q: 21 clusters Score -6.644906e+07 nChanged 19
Entering ConstructFrom: 
Score: -66449060.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (52269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Entering Unmasked Estep 
Score: -4956283.500000 Penalty: 1765.425781
	Iteration 0F: 2 clusters Score -4956284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4921419.000000 Penalty: 3530.851562
	Iteration 0F: 3 clusters Score -4921419 nChanged 24414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -4935143.500000 Penalty: 3530.851562
	Iteration 1F: 3 clusters Score -4935144 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4935549.500000 Penalty: 3530.851562
	Iteration 2Q: 3 clusters Score -4935550 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -4936101.500000 Penalty: 3530.851562
	Iteration 3Q: 3 clusters Score -4936102 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4936663.000000 Penalty: 3530.851562
	Iteration 4Q: 3 clusters Score -4936663 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -4937455.000000 Penalty: 3530.851562
	Iteration 5Q: 3 clusters Score -4937455 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -4938612.500000 Penalty: 3530.851562
	Iteration 6Q: 3 clusters Score -4938612 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -4940306.500000 Penalty: 3530.851562
	Iteration 7F: 3 clusters Score -4940306 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -4942600.500000 Penalty: 3530.851562
	Iteration 8F: 3 clusters Score -4942600 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -4944971.500000 Penalty: 3530.851562
	Iteration 9F: 3 clusters Score -4944972 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -4946510.000000 Penalty: 3530.851562
	Iteration 10F: 3 clusters Score -4946510 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -4947021.500000 Penalty: 3530.851562
	Iteration 11Q: 3 clusters Score -4947022 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -4947297.500000 Penalty: 3530.851562
	Iteration 12Q: 3 clusters Score -4947298 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4947554.000000 Penalty: 3530.851562
	Iteration 13Q: 3 clusters Score -4947554 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4947727.500000 Penalty: 3530.851562
	Iteration 14Q: 3 clusters Score -4947728 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -4947911.000000 Penalty: 3530.851562
	Iteration 15Q: 3 clusters Score -4947911 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4948083.000000 Penalty: 3530.851562
	Iteration 16Q: 3 clusters Score -4948083 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -4948310.000000 Penalty: 3530.851562
	Iteration 17Q: 3 clusters Score -4948310 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -4948536.000000 Penalty: 3530.851562
	Iteration 18Q: 3 clusters Score -4948536 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4948778.000000 Penalty: 3530.851562
	Iteration 19Q: 3 clusters Score -4948778 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4949029.500000 Penalty: 3530.851562
	Iteration 20F: 3 clusters Score -4949030 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4949250.000000 Penalty: 3530.851562
	Iteration 21Q: 3 clusters Score -4949250 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4949492.000000 Penalty: 3530.851562
	Iteration 22Q: 3 clusters Score -4949492 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4949724.000000 Penalty: 3530.851562
	Iteration 23Q: 3 clusters Score -4949724 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4950010.500000 Penalty: 3530.851562
	Iteration 24Q: 3 clusters Score -4950010 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4950325.500000 Penalty: 3530.851562
	Iteration 25Q: 3 clusters Score -4950326 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4950581.500000 Penalty: 3530.851562
	Iteration 26Q: 3 clusters Score -4950582 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4950831.000000 Penalty: 3530.851562
	Iteration 27Q: 3 clusters Score -4950831 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4951090.500000 Penalty: 3530.851562
	Iteration 28Q: 3 clusters Score -4951090 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4951261.500000 Penalty: 3530.851562
	Iteration 29Q: 3 clusters Score -4951262 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4951434.500000 Penalty: 3530.851562
	Iteration 30Q: 3 clusters Score -4951434 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4951599.500000 Penalty: 3530.851562
	Iteration 31Q: 3 clusters Score -4951600 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4951752.500000 Penalty: 3530.851562
	Iteration 32Q: 3 clusters Score -4951752 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -4951897.000000 Penalty: 3530.851562
	Iteration 33Q: 3 clusters Score -4951897 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -4952059.500000 Penalty: 3530.851562
	Iteration 34Q: 3 clusters Score -4952060 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -4952209.000000 Penalty: 3530.851562
	Iteration 35Q: 3 clusters Score -4952209 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4952337.500000 Penalty: 3530.851562
	Iteration 36Q: 3 clusters Score -4952338 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -4952442.500000 Penalty: 3530.851562
	Iteration 37Q: 3 clusters Score -4952442 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4952547.500000 Penalty: 3530.851562
	Iteration 38Q: 3 clusters Score -4952548 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4952665.000000 Penalty: 3530.851562
	Iteration 39Q: 3 clusters Score -4952665 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -4952781.000000 Penalty: 3530.851562
	Iteration 40F: 3 clusters Score -4952781 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -4952868.500000 Penalty: 3530.851562
	Iteration 41Q: 3 clusters Score -4952868 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -4952978.500000 Penalty: 3530.851562
	Iteration 42Q: 3 clusters Score -4952978 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -4953094.500000 Penalty: 3530.851562
	Iteration 43Q: 3 clusters Score -4953094 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -4953234.500000 Penalty: 3530.851562
	Iteration 44Q: 3 clusters Score -4953234 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -4953349.000000 Penalty: 3530.851562
	Iteration 45Q: 3 clusters Score -4953349 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -4953472.500000 Penalty: 3530.851562
	Iteration 46Q: 3 clusters Score -4953472 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -4953614.000000 Penalty: 3530.851562
	Iteration 47Q: 3 clusters Score -4953614 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -4953729.000000 Penalty: 3530.851562
	Iteration 48Q: 3 clusters Score -4953729 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -4953867.000000 Penalty: 3530.851562
	Iteration 49Q: 3 clusters Score -4953867 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -4954008.000000 Penalty: 3530.851562
	Iteration 50Q: 3 clusters Score -4954008 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -4954093.500000 Penalty: 3530.851562
	Iteration 51Q: 3 clusters Score -4954094 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -4954209.500000 Penalty: 3530.851562
	Iteration 52Q: 3 clusters Score -4954210 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -4954352.500000 Penalty: 3530.851562
	Iteration 53Q: 3 clusters Score -4954352 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -4954450.000000 Penalty: 3530.851562
	Iteration 54Q: 3 clusters Score -4954450 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -4954551.000000 Penalty: 3530.851562
	Iteration 55Q: 3 clusters Score -4954551 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -4954616.500000 Penalty: 3530.851562
	Iteration 56Q: 3 clusters Score -4954616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -4954689.000000 Penalty: 3530.851562
	Iteration 57Q: 3 clusters Score -4954689 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -4954781.500000 Penalty: 3530.851562
	Iteration 58Q: 3 clusters Score -4954782 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -4954819.000000 Penalty: 3530.851562
	Iteration 59Q: 3 clusters Score -4954819 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -4954864.500000 Penalty: 3530.851562
	Iteration 60F: 3 clusters Score -4954864 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -4954900.000000 Penalty: 3530.851562
	Iteration 61Q: 3 clusters Score -4954900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -4954925.000000 Penalty: 3530.851562
	Iteration 62Q: 3 clusters Score -4954925 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -4954953.000000 Penalty: 3530.851562
	Iteration 63Q: 3 clusters Score -4954953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -4954965.000000 Penalty: 3530.851562
	Iteration 64Q: 3 clusters Score -4954965 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -4954983.000000 Penalty: 3530.851562
	Iteration 65Q: 3 clusters Score -4954983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -4955012.000000 Penalty: 3530.851562
	Iteration 66Q: 3 clusters Score -4955012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -4955028.000000 Penalty: 3530.851562
	Iteration 67Q: 3 clusters Score -4955028 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -4955060.000000 Penalty: 3530.851562
	Iteration 68Q: 3 clusters Score -4955060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -4955066.500000 Penalty: 3530.851562
	Iteration 69Q: 3 clusters Score -4955066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -4955076.000000 Penalty: 3530.851562
	Iteration 70Q: 3 clusters Score -4955076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4955090.000000 Penalty: 3530.851562
	Iteration 71Q: 3 clusters Score -4955090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -4955085.000000 Penalty: 3530.851562
	Iteration 72Q: 3 clusters Score -4955085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -4955091.500000 Penalty: 3530.851562
	Iteration 73Q: 3 clusters Score -4955092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -4955099.000000 Penalty: 3530.851562
	Iteration 74Q: 3 clusters Score -4955099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -4955095.500000 Penalty: 3530.851562
	Iteration 75Q: 3 clusters Score -4955096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -4955094.500000 Penalty: 3530.851562
	Iteration 76Q: 3 clusters Score -4955094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -4955113.000000 Penalty: 3530.851562
	Iteration 77Q: 3 clusters Score -4955113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -4955111.500000 Penalty: 3530.851562
	Iteration 78Q: 3 clusters Score -4955112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -4955110.500000 Penalty: 3530.851562
	Iteration 79Q: 3 clusters Score -4955110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -4955116.000000 Penalty: 3530.851562
	Iteration 80F: 3 clusters Score -4955116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -4955121.500000 Penalty: 3530.851562
	Iteration 81Q: 3 clusters Score -4955122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -4955131.000000 Penalty: 3530.851562
	Iteration 82Q: 3 clusters Score -4955131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -4955128.500000 Penalty: 3530.851562
	Iteration 83Q: 3 clusters Score -4955128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -4955132.500000 Penalty: 3530.851562
	Iteration 84Q: 3 clusters Score -4955132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -4955134.000000 Penalty: 3530.851562
	Iteration 85Q: 3 clusters Score -4955134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -4955132.000000 Penalty: 3530.851562
	Iteration 86Q: 3 clusters Score -4955132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -4955141.500000 Penalty: 3530.851562
	Iteration 87Q: 3 clusters Score -4955142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -4955155.500000 Penalty: 3530.851562
	Iteration 88Q: 3 clusters Score -4955156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -4955169.500000 Penalty: 3530.851562
	Iteration 89Q: 3 clusters Score -4955170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -4955168.000000 Penalty: 3530.851562
	Iteration 90Q: 3 clusters Score -4955168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -4955163.500000 Penalty: 3530.851562
	Iteration 91Q: 3 clusters Score -4955164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -4955162.000000 Penalty: 3530.851562
	Iteration 92Q: 3 clusters Score -4955162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -4955158.500000 Penalty: 3530.851562
	Iteration 93Q: 3 clusters Score -4955158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -4955165.000000 Penalty: 3530.851562
	Iteration 94Q: 3 clusters Score -4955165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -4955164.500000 Penalty: 3530.851562
	Iteration 95Q: 3 clusters Score -4955164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -4955167.500000 Penalty: 3530.851562
	Iteration 96Q: 3 clusters Score -4955168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -4955168.000000 Penalty: 3530.851562
	Iteration 97Q: 3 clusters Score -4955168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -4955172.000000 Penalty: 3530.851562
	Iteration 98Q: 3 clusters Score -4955172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -4955174.000000 Penalty: 3530.851562
	Iteration 99Q: 3 clusters Score -4955174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -4955176.500000 Penalty: 3530.851562
	Iteration 100F: 3 clusters Score -4955176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -4955188.000000 Penalty: 3530.851562
	Iteration 101Q: 3 clusters Score -4955188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -4955186.000000 Penalty: 3530.851562
	Iteration 102Q: 3 clusters Score -4955186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -4955194.500000 Penalty: 3530.851562
	Iteration 103Q: 3 clusters Score -4955194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -4955190.000000 Penalty: 3530.851562
	Iteration 104Q: 3 clusters Score -4955190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -4955190.000000 Penalty: 3530.851562
	Iteration 105Q: 3 clusters Score -4955190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -4955184.000000 Penalty: 3530.851562
	Iteration 106Q: 3 clusters Score -4955184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -4955182.000000 Penalty: 3530.851562
	Iteration 107Q: 3 clusters Score -4955182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -4955189.000000 Penalty: 3530.851562
	Iteration 108Q: 3 clusters Score -4955189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -4955193.500000 Penalty: 3530.851562
	Iteration 109Q: 3 clusters Score -4955194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -4955191.500000 Penalty: 3530.851562
	Iteration 110Q: 3 clusters Score -4955192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -4955195.500000 Penalty: 3530.851562
	Iteration 111Q: 3 clusters Score -4955196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -4955188.000000 Penalty: 3530.851562
	Iteration 112Q: 3 clusters Score -4955188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -4955182.000000 Penalty: 3530.851562
	Iteration 113Q: 3 clusters Score -4955182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -4955181.000000 Penalty: 3530.851562
	Iteration 114Q: 3 clusters Score -4955181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -4955183.000000 Penalty: 3530.851562
	Iteration 115Q: 3 clusters Score -4955183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -4955187.500000 Penalty: 3530.851562
	Iteration 116Q: 3 clusters Score -4955188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -4955186.500000 Penalty: 3530.851562
	Iteration 117Q: 3 clusters Score -4955186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -4955185.000000 Penalty: 3530.851562
	Iteration 118Q: 3 clusters Score -4955185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -4955184.500000 Penalty: 3530.851562
	Iteration 119Q: 3 clusters Score -4955184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -4955186.500000 Penalty: 3530.851562
	Iteration 120F: 3 clusters Score -4955186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -36414.578125 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -36414.58 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 237 members 
Entering Unmasked Estep 
Score: -35468.171875 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -35468.17 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35629.308594 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -35629.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35724.875000 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -35724.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35766.210938 Penalty: 1998.252319
	Iteration 3Q: 3 clusters Score -35766.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35825.910156 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -35825.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35875.859375 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -35875.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35892.191406 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -35892.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35900.929688 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -35900.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35909.312500 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -35909.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35918.695312 Penalty: 1998.252319
	Iteration 9Q: 3 clusters Score -35918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35919.902344 Penalty: 1998.252319
	Iteration 10Q: 3 clusters Score -35919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35919.902344 Penalty: 1998.252319
	Iteration 11F: 3 clusters Score -35919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -432298.343750 Penalty: 1384.433472
	Iteration 0F: 2 clusters Score -432298.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -428277.031250 Penalty: 2768.866943
	Iteration 0F: 3 clusters Score -428277 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -429411.687500 Penalty: 2768.866943
	Iteration 1F: 3 clusters Score -429411.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -429603.812500 Penalty: 2768.866943
	Iteration 2F: 3 clusters Score -429603.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -429721.625000 Penalty: 2768.866943
	Iteration 3Q: 3 clusters Score -429721.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -429809.187500 Penalty: 2768.866943
	Iteration 4Q: 3 clusters Score -429809.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -429878.375000 Penalty: 2768.866943
	Iteration 5Q: 3 clusters Score -429878.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -429945.031250 Penalty: 2768.866943
	Iteration 6Q: 3 clusters Score -429945 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -430008.468750 Penalty: 2768.866943
	Iteration 7Q: 3 clusters Score -430008.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -430075.281250 Penalty: 2768.866943
	Iteration 8Q: 3 clusters Score -430075.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -430155.937500 Penalty: 2768.866943
	Iteration 9Q: 3 clusters Score -430155.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -430232.343750 Penalty: 2768.866943
	Iteration 10Q: 3 clusters Score -430232.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -430294.000000 Penalty: 2768.866943
	Iteration 11Q: 3 clusters Score -430294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -430366.093750 Penalty: 2768.866943
	Iteration 12Q: 3 clusters Score -430366.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -430458.750000 Penalty: 2768.866943
	Iteration 13Q: 3 clusters Score -430458.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -430534.312500 Penalty: 2768.866943
	Iteration 14Q: 3 clusters Score -430534.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -430608.406250 Penalty: 2768.866943
	Iteration 15Q: 3 clusters Score -430608.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -430672.437500 Penalty: 2768.866943
	Iteration 16Q: 3 clusters Score -430672.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -430726.843750 Penalty: 2768.866943
	Iteration 17Q: 3 clusters Score -430726.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -430780.781250 Penalty: 2768.866943
	Iteration 18Q: 3 clusters Score -430780.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -430825.625000 Penalty: 2768.866943
	Iteration 19Q: 3 clusters Score -430825.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -430860.562500 Penalty: 2768.866943
	Iteration 20F: 3 clusters Score -430860.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -430885.656250 Penalty: 2768.866943
	Iteration 21Q: 3 clusters Score -430885.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -430905.218750 Penalty: 2768.866943
	Iteration 22Q: 3 clusters Score -430905.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -430923.156250 Penalty: 2768.866943
	Iteration 23Q: 3 clusters Score -430923.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -430939.875000 Penalty: 2768.866943
	Iteration 24Q: 3 clusters Score -430939.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -430953.312500 Penalty: 2768.866943
	Iteration 25Q: 3 clusters Score -430953.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -430967.062500 Penalty: 2768.866943
	Iteration 26Q: 3 clusters Score -430967.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -430986.750000 Penalty: 2768.866943
	Iteration 27Q: 3 clusters Score -430986.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -431009.843750 Penalty: 2768.866943
	Iteration 28Q: 3 clusters Score -431009.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -431024.593750 Penalty: 2768.866943
	Iteration 29Q: 3 clusters Score -431024.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -431036.250000 Penalty: 2768.866943
	Iteration 30Q: 3 clusters Score -431036.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -431049.937500 Penalty: 2768.866943
	Iteration 31Q: 3 clusters Score -431049.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -431062.968750 Penalty: 2768.866943
	Iteration 32Q: 3 clusters Score -431063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -431080.343750 Penalty: 2768.866943
	Iteration 33Q: 3 clusters Score -431080.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -431093.750000 Penalty: 2768.866943
	Iteration 34Q: 3 clusters Score -431093.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -431099.750000 Penalty: 2768.866943
	Iteration 35Q: 3 clusters Score -431099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -431106.781250 Penalty: 2768.866943
	Iteration 36Q: 3 clusters Score -431106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -431110.125000 Penalty: 2768.866943
	Iteration 37Q: 3 clusters Score -431110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -431112.687500 Penalty: 2768.866943
	Iteration 38Q: 3 clusters Score -431112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -431116.000000 Penalty: 2768.866943
	Iteration 39Q: 3 clusters Score -431116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -431120.312500 Penalty: 2768.866943
	Iteration 40F: 3 clusters Score -431120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -431123.562500 Penalty: 2768.866943
	Iteration 41Q: 3 clusters Score -431123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -431123.937500 Penalty: 2768.866943
	Iteration 42Q: 3 clusters Score -431123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -431124.156250 Penalty: 2768.866943
	Iteration 43Q: 3 clusters Score -431124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -431125.906250 Penalty: 2768.866943
	Iteration 44Q: 3 clusters Score -431125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -431126.937500 Penalty: 2768.866943
	Iteration 45Q: 3 clusters Score -431126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -431127.937500 Penalty: 2768.866943
	Iteration 46Q: 3 clusters Score -431127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -431128.593750 Penalty: 2768.866943
	Iteration 47Q: 3 clusters Score -431128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -431129.937500 Penalty: 2768.866943
	Iteration 48Q: 3 clusters Score -431129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -431130.593750 Penalty: 2768.866943
	Iteration 49Q: 3 clusters Score -431130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -431131.281250 Penalty: 2768.866943
	Iteration 50Q: 3 clusters Score -431131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -431133.718750 Penalty: 2768.866943
	Iteration 51Q: 3 clusters Score -431133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -431135.812500 Penalty: 2768.866943
	Iteration 52Q: 3 clusters Score -431135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -431139.375000 Penalty: 2768.866943
	Iteration 53Q: 3 clusters Score -431139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -431141.500000 Penalty: 2768.866943
	Iteration 54Q: 3 clusters Score -431141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -431144.968750 Penalty: 2768.866943
	Iteration 55Q: 3 clusters Score -431145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -431146.656250 Penalty: 2768.866943
	Iteration 56Q: 3 clusters Score -431146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -431149.750000 Penalty: 2768.866943
	Iteration 57Q: 3 clusters Score -431149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -431150.875000 Penalty: 2768.866943
	Iteration 58Q: 3 clusters Score -431150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -431152.812500 Penalty: 2768.866943
	Iteration 59Q: 3 clusters Score -431152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -431152.718750 Penalty: 2768.866943
	Iteration 60F: 3 clusters Score -431152.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (196325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196325 members 
Entering Unmasked Estep 
Score: -18297084.000000 Penalty: 1980.473145
	Iteration 0F: 2 clusters Score -1.829708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -18170280.000000 Penalty: 3960.946289
	Iteration 0F: 3 clusters Score -1.817028e+07 nChanged 95231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -18226302.000000 Penalty: 3960.946289
	Iteration 1F: 3 clusters Score -1.82263e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 107267 members 
Entering Unmasked Estep 
Score: -18227626.000000 Penalty: 3960.946289
	Iteration 2Q: 3 clusters Score -1.822763e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -18229320.000000 Penalty: 3960.946289
	Iteration 3Q: 3 clusters Score -1.822932e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -18233276.000000 Penalty: 3960.946289
	Iteration 4Q: 3 clusters Score -1.823328e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 132489 members 
Entering Unmasked Estep 
Score: -18240588.000000 Penalty: 3960.946289
	Iteration 5F: 3 clusters Score -1.824059e+07 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -18252736.000000 Penalty: 3960.946289
	Iteration 6F: 3 clusters Score -1.825274e+07 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 163378 members 
Entering Unmasked Estep 
Score: -18270324.000000 Penalty: 3960.946289
	Iteration 7F: 3 clusters Score -1.827032e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -18284576.000000 Penalty: 3960.946289
	Iteration 8F: 3 clusters Score -1.828458e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 187474 members 
Entering Unmasked Estep 
Score: -18291984.000000 Penalty: 3960.946289
	Iteration 9Q: 3 clusters Score -1.829198e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 192566 members 
Entering Unmasked Estep 
Score: -18294714.000000 Penalty: 3960.946289
	Iteration 10Q: 3 clusters Score -1.829471e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 194594 members 
Entering Unmasked Estep 
Score: -18295424.000000 Penalty: 3960.946289
	Iteration 11Q: 3 clusters Score -1.829542e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 195352 members 
Entering Unmasked Estep 
Score: -18295552.000000 Penalty: 3960.946289
	Iteration 12Q: 3 clusters Score -1.829555e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 195656 members 
Entering Unmasked Estep 
Score: -18295570.000000 Penalty: 3960.946289
	Iteration 13Q: 3 clusters Score -1.829557e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 195798 members 
Entering Unmasked Estep 
Score: -18295566.000000 Penalty: 3960.946289
	Iteration 14Q: 3 clusters Score -1.829557e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 195883 members 
Entering Unmasked Estep 
Score: -18295576.000000 Penalty: 3960.946289
	Iteration 15Q: 3 clusters Score -1.829558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 195920 members 
Entering Unmasked Estep 
Score: -18295588.000000 Penalty: 3960.946289
	Iteration 16Q: 3 clusters Score -1.829559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 195953 members 
Entering Unmasked Estep 
Score: -18295586.000000 Penalty: 3960.946289
	Iteration 17Q: 3 clusters Score -1.829559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 195978 members 
Entering Unmasked Estep 
Score: -18295592.000000 Penalty: 3960.946289
	Iteration 18Q: 3 clusters Score -1.829559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 195991 members 
Entering Unmasked Estep 
Score: -18295584.000000 Penalty: 3960.946289
	Iteration 19Q: 3 clusters Score -1.829558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 196001 members 
Entering Unmasked Estep 
Score: -18295598.000000 Penalty: 3960.946289
	Iteration 20F: 3 clusters Score -1.82956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 196008 members 
Entering Unmasked Estep 
Score: -18295618.000000 Penalty: 3960.946289
	Iteration 21Q: 3 clusters Score -1.829562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 196013 members 
Entering Unmasked Estep 
Score: -18295634.000000 Penalty: 3960.946289
	Iteration 22Q: 3 clusters Score -1.829563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 196017 members 
Entering Unmasked Estep 
Score: -18295636.000000 Penalty: 3960.946289
	Iteration 23Q: 3 clusters Score -1.829564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 196020 members 
Entering Unmasked Estep 
Score: -18295644.000000 Penalty: 3960.946289
	Iteration 24Q: 3 clusters Score -1.829564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 196019 members 
Entering Unmasked Estep 
Score: -18295638.000000 Penalty: 3960.946289
	Iteration 25Q: 3 clusters Score -1.829564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 196022 members 
Entering Unmasked Estep 
Score: -18295634.000000 Penalty: 3960.946289
	Iteration 26Q: 3 clusters Score -1.829563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 196025 members 
Entering Unmasked Estep 
Score: -18295628.000000 Penalty: 3960.946289
	Iteration 27Q: 3 clusters Score -1.829563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 196030 members 
Entering Unmasked Estep 
Score: -18295630.000000 Penalty: 3960.946289
	Iteration 28Q: 3 clusters Score -1.829563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196031 members 
Entering Unmasked Estep 
Score: -18295628.000000 Penalty: 3960.946289
	Iteration 29Q: 3 clusters Score -1.829563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196032 members 
Entering Unmasked Estep 
Score: -18295638.000000 Penalty: 3960.946289
	Iteration 30Q: 3 clusters Score -1.829564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196034 members 
Entering Unmasked Estep 
Score: -18295640.000000 Penalty: 3960.946289
	Iteration 31Q: 3 clusters Score -1.829564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 196037 members 
Entering Unmasked Estep 
Score: -18295634.000000 Penalty: 3960.946289
	Iteration 32Q: 3 clusters Score -1.829563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 196040 members 
Entering Unmasked Estep 
Score: -18295640.000000 Penalty: 3960.946289
	Iteration 33Q: 3 clusters Score -1.829564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 196042 members 
Entering Unmasked Estep 
Score: -18295638.000000 Penalty: 3960.946289
	Iteration 34Q: 3 clusters Score -1.829564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 196042 members 
Entering Unmasked Estep 
Score: -18295638.000000 Penalty: 3960.946289
	Iteration 35F: 3 clusters Score -1.829564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Entering Unmasked Estep 
Score: -6046377.500000 Penalty: 1797.509033
	Iteration 0F: 2 clusters Score -6046378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -6003887.000000 Penalty: 3595.018066
	Iteration 0F: 3 clusters Score -6003887 nChanged 29946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -6020872.000000 Penalty: 3595.018066
	Iteration 1F: 3 clusters Score -6020872 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -6021380.500000 Penalty: 3595.018066
	Iteration 2Q: 3 clusters Score -6021380 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -6021952.000000 Penalty: 3595.018066
	Iteration 3Q: 3 clusters Score -6021952 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -6022638.000000 Penalty: 3595.018066
	Iteration 4Q: 3 clusters Score -6022638 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6023572.000000 Penalty: 3595.018066
	Iteration 5Q: 3 clusters Score -6023572 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -6024733.500000 Penalty: 3595.018066
	Iteration 6Q: 3 clusters Score -6024734 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -6026336.000000 Penalty: 3595.018066
	Iteration 7Q: 3 clusters Score -6026336 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -6028521.500000 Penalty: 3595.018066
	Iteration 8F: 3 clusters Score -6028522 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6031295.000000 Penalty: 3595.018066
	Iteration 9F: 3 clusters Score -6031295 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -6033940.000000 Penalty: 3595.018066
	Iteration 10F: 3 clusters Score -6033940 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -6035843.000000 Penalty: 3595.018066
	Iteration 11F: 3 clusters Score -6035843 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -6036658.500000 Penalty: 3595.018066
	Iteration 12Q: 3 clusters Score -6036658 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -6037011.000000 Penalty: 3595.018066
	Iteration 13Q: 3 clusters Score -6037011 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -6037249.500000 Penalty: 3595.018066
	Iteration 14Q: 3 clusters Score -6037250 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -6037446.000000 Penalty: 3595.018066
	Iteration 15Q: 3 clusters Score -6037446 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -6037627.500000 Penalty: 3595.018066
	Iteration 16Q: 3 clusters Score -6037628 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -6037781.500000 Penalty: 3595.018066
	Iteration 17Q: 3 clusters Score -6037782 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6037949.500000 Penalty: 3595.018066
	Iteration 18Q: 3 clusters Score -6037950 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -6038138.000000 Penalty: 3595.018066
	Iteration 19Q: 3 clusters Score -6038138 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -6038256.000000 Penalty: 3595.018066
	Iteration 20F: 3 clusters Score -6038256 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -6038371.500000 Penalty: 3595.018066
	Iteration 21Q: 3 clusters Score -6038372 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -6038466.500000 Penalty: 3595.018066
	Iteration 22Q: 3 clusters Score -6038466 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -6038607.000000 Penalty: 3595.018066
	Iteration 23Q: 3 clusters Score -6038607 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -6038685.500000 Penalty: 3595.018066
	Iteration 24Q: 3 clusters Score -6038686 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -6038775.500000 Penalty: 3595.018066
	Iteration 25Q: 3 clusters Score -6038776 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -6038829.500000 Penalty: 3595.018066
	Iteration 26Q: 3 clusters Score -6038830 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6038871.000000 Penalty: 3595.018066
	Iteration 27Q: 3 clusters Score -6038871 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -6038966.500000 Penalty: 3595.018066
	Iteration 28Q: 3 clusters Score -6038966 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -6039035.500000 Penalty: 3595.018066
	Iteration 29Q: 3 clusters Score -6039036 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -6039102.000000 Penalty: 3595.018066
	Iteration 30Q: 3 clusters Score -6039102 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -6039133.000000 Penalty: 3595.018066
	Iteration 31Q: 3 clusters Score -6039133 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -6039184.000000 Penalty: 3595.018066
	Iteration 32Q: 3 clusters Score -6039184 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -6039179.500000 Penalty: 3595.018066
	Iteration 33Q: 3 clusters Score -6039180 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -6039209.500000 Penalty: 3595.018066
	Iteration 34Q: 3 clusters Score -6039210 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -6039212.500000 Penalty: 3595.018066
	Iteration 35Q: 3 clusters Score -6039212 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -6039219.000000 Penalty: 3595.018066
	Iteration 36Q: 3 clusters Score -6039219 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -6039206.000000 Penalty: 3595.018066
	Iteration 37Q: 3 clusters Score -6039206 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -6039229.000000 Penalty: 3595.018066
	Iteration 38Q: 3 clusters Score -6039229 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -6039234.500000 Penalty: 3595.018066
	Iteration 39Q: 3 clusters Score -6039234 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -6039245.000000 Penalty: 3595.018066
	Iteration 40F: 3 clusters Score -6039245 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -6039255.000000 Penalty: 3595.018066
	Iteration 41Q: 3 clusters Score -6039255 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -6039255.500000 Penalty: 3595.018066
	Iteration 42Q: 3 clusters Score -6039256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -6039249.500000 Penalty: 3595.018066
	Iteration 43Q: 3 clusters Score -6039250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -6039235.500000 Penalty: 3595.018066
	Iteration 44Q: 3 clusters Score -6039236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -6039254.500000 Penalty: 3595.018066
	Iteration 45Q: 3 clusters Score -6039254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -6039256.000000 Penalty: 3595.018066
	Iteration 46Q: 3 clusters Score -6039256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -6039254.000000 Penalty: 3595.018066
	Iteration 47Q: 3 clusters Score -6039254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -6039260.000000 Penalty: 3595.018066
	Iteration 48Q: 3 clusters Score -6039260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -6039259.000000 Penalty: 3595.018066
	Iteration 49Q: 3 clusters Score -6039259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -6039260.000000 Penalty: 3595.018066
	Iteration 50Q: 3 clusters Score -6039260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -6039249.000000 Penalty: 3595.018066
	Iteration 51Q: 3 clusters Score -6039249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -6039251.000000 Penalty: 3595.018066
	Iteration 52Q: 3 clusters Score -6039251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -6039255.000000 Penalty: 3595.018066
	Iteration 53Q: 3 clusters Score -6039255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -6039259.000000 Penalty: 3595.018066
	Iteration 54Q: 3 clusters Score -6039259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -6039263.000000 Penalty: 3595.018066
	Iteration 55Q: 3 clusters Score -6039263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6039267.500000 Penalty: 3595.018066
	Iteration 56Q: 3 clusters Score -6039268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -6039256.500000 Penalty: 3595.018066
	Iteration 57Q: 3 clusters Score -6039256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -6039258.500000 Penalty: 3595.018066
	Iteration 58Q: 3 clusters Score -6039258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -6039257.500000 Penalty: 3595.018066
	Iteration 59Q: 3 clusters Score -6039258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -6039264.500000 Penalty: 3595.018066
	Iteration 60F: 3 clusters Score -6039264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -6039266.000000 Penalty: 3595.018066
	Iteration 61Q: 3 clusters Score -6039266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -6039272.500000 Penalty: 3595.018066
	Iteration 62Q: 3 clusters Score -6039272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -6039269.500000 Penalty: 3595.018066
	Iteration 63Q: 3 clusters Score -6039270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -6039273.000000 Penalty: 3595.018066
	Iteration 64Q: 3 clusters Score -6039273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -6039269.000000 Penalty: 3595.018066
	Iteration 65Q: 3 clusters Score -6039269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -6039263.500000 Penalty: 3595.018066
	Iteration 66Q: 3 clusters Score -6039264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -6039265.000000 Penalty: 3595.018066
	Iteration 67Q: 3 clusters Score -6039265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -6039274.000000 Penalty: 3595.018066
	Iteration 68Q: 3 clusters Score -6039274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -6039271.000000 Penalty: 3595.018066
	Iteration 69Q: 3 clusters Score -6039271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -6039271.500000 Penalty: 3595.018066
	Iteration 70Q: 3 clusters Score -6039272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -6039272.000000 Penalty: 3595.018066
	Iteration 71Q: 3 clusters Score -6039272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6039275.500000 Penalty: 3595.018066
	Iteration 72Q: 3 clusters Score -6039276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -6039285.000000 Penalty: 3595.018066
	Iteration 73Q: 3 clusters Score -6039285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -6039294.500000 Penalty: 3595.018066
	Iteration 74Q: 3 clusters Score -6039294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6039294.500000 Penalty: 3595.018066
	Iteration 75Q: 3 clusters Score -6039294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -6039294.500000 Penalty: 3595.018066
	Iteration 76Q: 3 clusters Score -6039294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -6039296.000000 Penalty: 3595.018066
	Iteration 77Q: 3 clusters Score -6039296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -6039294.500000 Penalty: 3595.018066
	Iteration 78Q: 3 clusters Score -6039294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -6039296.000000 Penalty: 3595.018066
	Iteration 79Q: 3 clusters Score -6039296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -6039298.500000 Penalty: 3595.018066
	Iteration 80F: 3 clusters Score -6039298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -6039293.500000 Penalty: 3595.018066
	Iteration 81Q: 3 clusters Score -6039294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -6039297.000000 Penalty: 3595.018066
	Iteration 82Q: 3 clusters Score -6039297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -6039302.500000 Penalty: 3595.018066
	Iteration 83Q: 3 clusters Score -6039302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -6039294.500000 Penalty: 3595.018066
	Iteration 84Q: 3 clusters Score -6039294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -6039288.000000 Penalty: 3595.018066
	Iteration 85Q: 3 clusters Score -6039288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -6039293.000000 Penalty: 3595.018066
	Iteration 86Q: 3 clusters Score -6039293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -6039291.500000 Penalty: 3595.018066
	Iteration 87Q: 3 clusters Score -6039292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -6039294.500000 Penalty: 3595.018066
	Iteration 88Q: 3 clusters Score -6039294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -6039293.000000 Penalty: 3595.018066
	Iteration 89Q: 3 clusters Score -6039293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -6039291.500000 Penalty: 3595.018066
	Iteration 90Q: 3 clusters Score -6039292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -6039291.500000 Penalty: 3595.018066
	Iteration 91F: 3 clusters Score -6039292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -88108.945312 Penalty: 1136.960815
	Iteration 0F: 2 clusters Score -88108.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86582.476562 Penalty: 2273.921631
	Iteration 0F: 3 clusters Score -86582.48 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86894.882812 Penalty: 2273.921631
	Iteration 1F: 3 clusters Score -86894.88 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -86976.726562 Penalty: 2273.921631
	Iteration 2F: 3 clusters Score -86976.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87011.101562 Penalty: 2273.921631
	Iteration 3Q: 3 clusters Score -87011.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87041.960938 Penalty: 2273.921631
	Iteration 4Q: 3 clusters Score -87041.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87065.023438 Penalty: 2273.921631
	Iteration 5Q: 3 clusters Score -87065.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87076.406250 Penalty: 2273.921631
	Iteration 6Q: 3 clusters Score -87076.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -87082.078125 Penalty: 2273.921631
	Iteration 7Q: 3 clusters Score -87082.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -87087.109375 Penalty: 2273.921631
	Iteration 8Q: 3 clusters Score -87087.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -87087.414062 Penalty: 2273.921631
	Iteration 9Q: 3 clusters Score -87087.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -87087.414062 Penalty: 2273.921631
	Iteration 10F: 3 clusters Score -87087.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -408027.593750 Penalty: 1369.288818
	Iteration 0F: 2 clusters Score -408027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -404304.937500 Penalty: 2738.577637
	Iteration 0F: 3 clusters Score -404304.9 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -405277.906250 Penalty: 2738.577637
	Iteration 1F: 3 clusters Score -405277.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -405503.812500 Penalty: 2738.577637
	Iteration 2F: 3 clusters Score -405503.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -405722.625000 Penalty: 2738.577637
	Iteration 3F: 3 clusters Score -405722.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -405955.343750 Penalty: 2738.577637
	Iteration 4F: 3 clusters Score -405955.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -406177.187500 Penalty: 2738.577637
	Iteration 5F: 3 clusters Score -406177.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -406371.937500 Penalty: 2738.577637
	Iteration 6F: 3 clusters Score -406371.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -406522.375000 Penalty: 2738.577637
	Iteration 7Q: 3 clusters Score -406522.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -406639.000000 Penalty: 2738.577637
	Iteration 8Q: 3 clusters Score -406639 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -406742.062500 Penalty: 2738.577637
	Iteration 9Q: 3 clusters Score -406742.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -406824.062500 Penalty: 2738.577637
	Iteration 10Q: 3 clusters Score -406824.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -406897.312500 Penalty: 2738.577637
	Iteration 11Q: 3 clusters Score -406897.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -406936.843750 Penalty: 2738.577637
	Iteration 12Q: 3 clusters Score -406936.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -406958.562500 Penalty: 2738.577637
	Iteration 13Q: 3 clusters Score -406958.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -406979.375000 Penalty: 2738.577637
	Iteration 14Q: 3 clusters Score -406979.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -406996.468750 Penalty: 2738.577637
	Iteration 15Q: 3 clusters Score -406996.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -407009.625000 Penalty: 2738.577637
	Iteration 16Q: 3 clusters Score -407009.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -407022.750000 Penalty: 2738.577637
	Iteration 17Q: 3 clusters Score -407022.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -407037.312500 Penalty: 2738.577637
	Iteration 18Q: 3 clusters Score -407037.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -407046.625000 Penalty: 2738.577637
	Iteration 19Q: 3 clusters Score -407046.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -407056.093750 Penalty: 2738.577637
	Iteration 20F: 3 clusters Score -407056.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -407067.281250 Penalty: 2738.577637
	Iteration 21Q: 3 clusters Score -407067.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -407074.187500 Penalty: 2738.577637
	Iteration 22Q: 3 clusters Score -407074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -407077.250000 Penalty: 2738.577637
	Iteration 23Q: 3 clusters Score -407077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -407079.656250 Penalty: 2738.577637
	Iteration 24Q: 3 clusters Score -407079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -407083.187500 Penalty: 2738.577637
	Iteration 25Q: 3 clusters Score -407083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -407084.250000 Penalty: 2738.577637
	Iteration 26Q: 3 clusters Score -407084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -407086.187500 Penalty: 2738.577637
	Iteration 27Q: 3 clusters Score -407086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -407089.968750 Penalty: 2738.577637
	Iteration 28Q: 3 clusters Score -407090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -407092.375000 Penalty: 2738.577637
	Iteration 29Q: 3 clusters Score -407092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -407095.250000 Penalty: 2738.577637
	Iteration 30Q: 3 clusters Score -407095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -407096.343750 Penalty: 2738.577637
	Iteration 31Q: 3 clusters Score -407096.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -407098.187500 Penalty: 2738.577637
	Iteration 32Q: 3 clusters Score -407098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -407101.187500 Penalty: 2738.577637
	Iteration 33Q: 3 clusters Score -407101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -407101.593750 Penalty: 2738.577637
	Iteration 34Q: 3 clusters Score -407101.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -407102.500000 Penalty: 2738.577637
	Iteration 35Q: 3 clusters Score -407102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -407103.375000 Penalty: 2738.577637
	Iteration 36Q: 3 clusters Score -407103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -407103.375000 Penalty: 2738.577637
	Iteration 37F: 3 clusters Score -407103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Entering Unmasked Estep 
Score: -4564520.000000 Penalty: 1752.512085
	Iteration 0F: 2 clusters Score -4564520 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 24252 members 
Entering Unmasked Estep 
Score: -4532327.500000 Penalty: 3505.024170
	Iteration 0F: 3 clusters Score -4532328 nChanged 22570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4545093.500000 Penalty: 3505.024170
	Iteration 1F: 3 clusters Score -4545094 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -4545712.000000 Penalty: 3505.024170
	Iteration 2Q: 3 clusters Score -4545712 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4546353.000000 Penalty: 3505.024170
	Iteration 3Q: 3 clusters Score -4546353 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -4547153.000000 Penalty: 3505.024170
	Iteration 4Q: 3 clusters Score -4547153 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4548418.000000 Penalty: 3505.024170
	Iteration 5F: 3 clusters Score -4548418 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4550221.000000 Penalty: 3505.024170
	Iteration 6F: 3 clusters Score -4550221 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4552640.500000 Penalty: 3505.024170
	Iteration 7F: 3 clusters Score -4552640 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4555495.000000 Penalty: 3505.024170
	Iteration 8F: 3 clusters Score -4555495 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4558099.500000 Penalty: 3505.024170
	Iteration 9F: 3 clusters Score -4558100 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -4559727.000000 Penalty: 3505.024170
	Iteration 10Q: 3 clusters Score -4559727 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -4560584.500000 Penalty: 3505.024170
	Iteration 11Q: 3 clusters Score -4560584 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4561127.500000 Penalty: 3505.024170
	Iteration 12Q: 3 clusters Score -4561128 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -4561450.500000 Penalty: 3505.024170
	Iteration 13Q: 3 clusters Score -4561450 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -4561677.500000 Penalty: 3505.024170
	Iteration 14Q: 3 clusters Score -4561678 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -4561827.000000 Penalty: 3505.024170
	Iteration 15Q: 3 clusters Score -4561827 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -4561957.000000 Penalty: 3505.024170
	Iteration 16Q: 3 clusters Score -4561957 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -4562040.000000 Penalty: 3505.024170
	Iteration 17Q: 3 clusters Score -4562040 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -4562141.000000 Penalty: 3505.024170
	Iteration 18Q: 3 clusters Score -4562141 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -4562254.000000 Penalty: 3505.024170
	Iteration 19Q: 3 clusters Score -4562254 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4562335.500000 Penalty: 3505.024170
	Iteration 20F: 3 clusters Score -4562336 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -4562414.000000 Penalty: 3505.024170
	Iteration 21Q: 3 clusters Score -4562414 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -4562491.000000 Penalty: 3505.024170
	Iteration 22Q: 3 clusters Score -4562491 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -4562569.000000 Penalty: 3505.024170
	Iteration 23Q: 3 clusters Score -4562569 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -4562624.500000 Penalty: 3505.024170
	Iteration 24Q: 3 clusters Score -4562624 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -4562683.500000 Penalty: 3505.024170
	Iteration 25Q: 3 clusters Score -4562684 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -4562719.500000 Penalty: 3505.024170
	Iteration 26Q: 3 clusters Score -4562720 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -4562771.500000 Penalty: 3505.024170
	Iteration 27Q: 3 clusters Score -4562772 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -4562820.500000 Penalty: 3505.024170
	Iteration 28Q: 3 clusters Score -4562820 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -4562853.000000 Penalty: 3505.024170
	Iteration 29Q: 3 clusters Score -4562853 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -4562897.000000 Penalty: 3505.024170
	Iteration 30Q: 3 clusters Score -4562897 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -4562944.000000 Penalty: 3505.024170
	Iteration 31Q: 3 clusters Score -4562944 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -4562976.500000 Penalty: 3505.024170
	Iteration 32Q: 3 clusters Score -4562976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -4563002.500000 Penalty: 3505.024170
	Iteration 33Q: 3 clusters Score -4563002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -4563015.000000 Penalty: 3505.024170
	Iteration 34Q: 3 clusters Score -4563015 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -4563029.500000 Penalty: 3505.024170
	Iteration 35Q: 3 clusters Score -4563030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -4563042.500000 Penalty: 3505.024170
	Iteration 36Q: 3 clusters Score -4563042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -4563069.000000 Penalty: 3505.024170
	Iteration 37Q: 3 clusters Score -4563069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -4563092.000000 Penalty: 3505.024170
	Iteration 38Q: 3 clusters Score -4563092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -4563120.000000 Penalty: 3505.024170
	Iteration 39Q: 3 clusters Score -4563120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -4563128.500000 Penalty: 3505.024170
	Iteration 40F: 3 clusters Score -4563128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -4563152.000000 Penalty: 3505.024170
	Iteration 41Q: 3 clusters Score -4563152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -4563161.500000 Penalty: 3505.024170
	Iteration 42Q: 3 clusters Score -4563162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -4563187.000000 Penalty: 3505.024170
	Iteration 43Q: 3 clusters Score -4563187 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -4563207.000000 Penalty: 3505.024170
	Iteration 44Q: 3 clusters Score -4563207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -4563225.000000 Penalty: 3505.024170
	Iteration 45Q: 3 clusters Score -4563225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -4563225.000000 Penalty: 3505.024170
	Iteration 46Q: 3 clusters Score -4563225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -4563222.000000 Penalty: 3505.024170
	Iteration 47Q: 3 clusters Score -4563222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -4563224.500000 Penalty: 3505.024170
	Iteration 48Q: 3 clusters Score -4563224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -4563232.000000 Penalty: 3505.024170
	Iteration 49Q: 3 clusters Score -4563232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -4563233.000000 Penalty: 3505.024170
	Iteration 50Q: 3 clusters Score -4563233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -4563235.000000 Penalty: 3505.024170
	Iteration 51Q: 3 clusters Score -4563235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -4563242.500000 Penalty: 3505.024170
	Iteration 52Q: 3 clusters Score -4563242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -4563243.000000 Penalty: 3505.024170
	Iteration 53Q: 3 clusters Score -4563243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -4563244.000000 Penalty: 3505.024170
	Iteration 54Q: 3 clusters Score -4563244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -4563246.000000 Penalty: 3505.024170
	Iteration 55Q: 3 clusters Score -4563246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -4563246.000000 Penalty: 3505.024170
	Iteration 56Q: 3 clusters Score -4563246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -4563249.000000 Penalty: 3505.024170
	Iteration 57Q: 3 clusters Score -4563249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -4563247.500000 Penalty: 3505.024170
	Iteration 58Q: 3 clusters Score -4563248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -4563253.000000 Penalty: 3505.024170
	Iteration 59Q: 3 clusters Score -4563253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -4563253.500000 Penalty: 3505.024170
	Iteration 60F: 3 clusters Score -4563254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -4563256.000000 Penalty: 3505.024170
	Iteration 61Q: 3 clusters Score -4563256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -4563258.000000 Penalty: 3505.024170
	Iteration 62Q: 3 clusters Score -4563258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -4563257.500000 Penalty: 3505.024170
	Iteration 63Q: 3 clusters Score -4563258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -4563255.500000 Penalty: 3505.024170
	Iteration 64Q: 3 clusters Score -4563256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -4563258.500000 Penalty: 3505.024170
	Iteration 65Q: 3 clusters Score -4563258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -4563258.500000 Penalty: 3505.024170
	Iteration 66Q: 3 clusters Score -4563258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -4563258.500000 Penalty: 3505.024170
	Iteration 67F: 3 clusters Score -4563258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Entering Unmasked Estep 
Score: -2386729.250000 Penalty: 1656.499146
	Iteration 0F: 2 clusters Score -2386729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2368744.500000 Penalty: 3312.998291
	Iteration 0F: 3 clusters Score -2368744 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2375423.500000 Penalty: 3312.998291
	Iteration 1F: 3 clusters Score -2375424 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2375914.250000 Penalty: 3312.998291
	Iteration 2Q: 3 clusters Score -2375914 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2376525.250000 Penalty: 3312.998291
	Iteration 3F: 3 clusters Score -2376525 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2377400.000000 Penalty: 3312.998291
	Iteration 4F: 3 clusters Score -2377400 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2378758.250000 Penalty: 3312.998291
	Iteration 5F: 3 clusters Score -2378758 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2380461.500000 Penalty: 3312.998291
	Iteration 6F: 3 clusters Score -2380462 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2382279.500000 Penalty: 3312.998291
	Iteration 7F: 3 clusters Score -2382280 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2383623.000000 Penalty: 3312.998291
	Iteration 8F: 3 clusters Score -2383623 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2384468.750000 Penalty: 3312.998291
	Iteration 9Q: 3 clusters Score -2384469 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2384880.500000 Penalty: 3312.998291
	Iteration 10Q: 3 clusters Score -2384880 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2385092.250000 Penalty: 3312.998291
	Iteration 11Q: 3 clusters Score -2385092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2385177.000000 Penalty: 3312.998291
	Iteration 12Q: 3 clusters Score -2385177 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2385243.750000 Penalty: 3312.998291
	Iteration 13Q: 3 clusters Score -2385244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2385292.750000 Penalty: 3312.998291
	Iteration 14Q: 3 clusters Score -2385293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2385319.000000 Penalty: 3312.998291
	Iteration 15Q: 3 clusters Score -2385319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2385338.250000 Penalty: 3312.998291
	Iteration 16Q: 3 clusters Score -2385338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2385346.750000 Penalty: 3312.998291
	Iteration 17Q: 3 clusters Score -2385347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2385359.500000 Penalty: 3312.998291
	Iteration 18Q: 3 clusters Score -2385360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2385371.750000 Penalty: 3312.998291
	Iteration 19Q: 3 clusters Score -2385372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2385385.000000 Penalty: 3312.998291
	Iteration 20F: 3 clusters Score -2385385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2385394.000000 Penalty: 3312.998291
	Iteration 21Q: 3 clusters Score -2385394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2385402.750000 Penalty: 3312.998291
	Iteration 22Q: 3 clusters Score -2385403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2385400.500000 Penalty: 3312.998291
	Iteration 23Q: 3 clusters Score -2385400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2385401.250000 Penalty: 3312.998291
	Iteration 24Q: 3 clusters Score -2385401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2385403.500000 Penalty: 3312.998291
	Iteration 25Q: 3 clusters Score -2385404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2385405.750000 Penalty: 3312.998291
	Iteration 26Q: 3 clusters Score -2385406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2385404.250000 Penalty: 3312.998291
	Iteration 27Q: 3 clusters Score -2385404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2385406.000000 Penalty: 3312.998291
	Iteration 28Q: 3 clusters Score -2385406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2385406.750000 Penalty: 3312.998291
	Iteration 29Q: 3 clusters Score -2385407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2385406.750000 Penalty: 3312.998291
	Iteration 30F: 3 clusters Score -2385407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -43051.265625 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -43051.27 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 274 members 
Entering Unmasked Estep 
Score: -41983.902344 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -41983.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -42171.562500 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -42171.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42221.339844 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -42221.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42241.359375 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -42241.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -42248.050781 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -42248.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42248.796875 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -42248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -42250.589844 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -42250.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42252.476562 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -42252.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42252.476562 Penalty: 2033.741943
	Iteration 8F: 3 clusters Score -42252.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -45935.835938 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -45935.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44873.796875 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -44873.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45585.136719 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -45585.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45972.808594 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -45972.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46115.222656 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -46115.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46178.730469 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -46178.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46231.324219 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -46231.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46293.175781 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -46293.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46328.175781 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -46328.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46351.894531 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -46351.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46363.140625 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -46363.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46374.144531 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -46374.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46381.527344 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -46381.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46394.386719 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -46394.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46399.781250 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -46399.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46403.980469 Penalty: 2124.895508
	Iteration 14Q: 3 clusters Score -46403.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46407.234375 Penalty: 2124.895508
	Iteration 15Q: 3 clusters Score -46407.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46411.882812 Penalty: 2124.895508
	Iteration 16Q: 3 clusters Score -46411.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46411.882812 Penalty: 2124.895508
	Iteration 17F: 3 clusters Score -46411.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196325 members 
Mstep: Class 5 contains 63678 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48276 members 
Mstep: Class 9 contains 26738 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67975 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57004 members 
Entering Unmasked Estep 
Score: -66448472.000000 Penalty: 46052.835938
Splitting cluster 11 changes total score from -66449060.000000 to -66448472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -53480.378906 Penalty: 1062.917358
	Iteration 0F: 2 clusters Score -53480.38 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 349 members 
Entering Unmasked Estep 
Score: -52262.949219 Penalty: 2125.834717
	Iteration 0F: 3 clusters Score -52262.95 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52476.617188 Penalty: 2125.834717
	Iteration 1F: 3 clusters Score -52476.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52568.906250 Penalty: 2125.834717
	Iteration 2F: 3 clusters Score -52568.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52630.632812 Penalty: 2125.834717
	Iteration 3Q: 3 clusters Score -52630.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52686.085938 Penalty: 2125.834717
	Iteration 4Q: 3 clusters Score -52686.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52721.082031 Penalty: 2125.834717
	Iteration 5Q: 3 clusters Score -52721.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52770.144531 Penalty: 2125.834717
	Iteration 6Q: 3 clusters Score -52770.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52809.238281 Penalty: 2125.834717
	Iteration 7Q: 3 clusters Score -52809.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52851.519531 Penalty: 2125.834717
	Iteration 8Q: 3 clusters Score -52851.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52891.789062 Penalty: 2125.834717
	Iteration 9Q: 3 clusters Score -52891.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52952.179688 Penalty: 2125.834717
	Iteration 10Q: 3 clusters Score -52952.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53021.726562 Penalty: 2125.834717
	Iteration 11Q: 3 clusters Score -53021.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53055.769531 Penalty: 2125.834717
	Iteration 12Q: 3 clusters Score -53055.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53072.519531 Penalty: 2125.834717
	Iteration 13Q: 3 clusters Score -53072.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53088.593750 Penalty: 2125.834717
	Iteration 14Q: 3 clusters Score -53088.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53104.601562 Penalty: 2125.834717
	Iteration 15Q: 3 clusters Score -53104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53115.746094 Penalty: 2125.834717
	Iteration 16Q: 3 clusters Score -53115.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53118.167969 Penalty: 2125.834717
	Iteration 17Q: 3 clusters Score -53118.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53119.640625 Penalty: 2125.834717
	Iteration 18Q: 3 clusters Score -53119.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53120.906250 Penalty: 2125.834717
	Iteration 19Q: 3 clusters Score -53120.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53120.906250 Penalty: 2125.834717
	Iteration 20F: 3 clusters Score -53120.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -1024291.625000 Penalty: 1511.635498
	Iteration 0F: 2 clusters Score -1024292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1016555.312500 Penalty: 3023.270996
	Iteration 0F: 3 clusters Score -1016555 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1019076.250000 Penalty: 3023.270996
	Iteration 1F: 3 clusters Score -1019076 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1019282.312500 Penalty: 3023.270996
	Iteration 2F: 3 clusters Score -1019282 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1019461.000000 Penalty: 3023.270996
	Iteration 3Q: 3 clusters Score -1019461 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1019648.312500 Penalty: 3023.270996
	Iteration 4Q: 3 clusters Score -1019648 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1019858.812500 Penalty: 3023.270996
	Iteration 5Q: 3 clusters Score -1019859 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1020146.125000 Penalty: 3023.270996
	Iteration 6Q: 3 clusters Score -1020146 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1020537.687500 Penalty: 3023.270996
	Iteration 7F: 3 clusters Score -1020538 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1021037.125000 Penalty: 3023.270996
	Iteration 8F: 3 clusters Score -1021037 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1021631.125000 Penalty: 3023.270996
	Iteration 9F: 3 clusters Score -1021631 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1022167.187500 Penalty: 3023.270996
	Iteration 10F: 3 clusters Score -1022167 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1022527.250000 Penalty: 3023.270996
	Iteration 11Q: 3 clusters Score -1022527 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1022745.375000 Penalty: 3023.270996
	Iteration 12Q: 3 clusters Score -1022745 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1022877.875000 Penalty: 3023.270996
	Iteration 13Q: 3 clusters Score -1022878 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1022977.625000 Penalty: 3023.270996
	Iteration 14Q: 3 clusters Score -1022978 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1023060.062500 Penalty: 3023.270996
	Iteration 15Q: 3 clusters Score -1023060 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1023131.750000 Penalty: 3023.270996
	Iteration 16Q: 3 clusters Score -1023132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1023188.312500 Penalty: 3023.270996
	Iteration 17Q: 3 clusters Score -1023188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1023229.312500 Penalty: 3023.270996
	Iteration 18Q: 3 clusters Score -1023229 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1023260.875000 Penalty: 3023.270996
	Iteration 19Q: 3 clusters Score -1023261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1023283.062500 Penalty: 3023.270996
	Iteration 20F: 3 clusters Score -1023283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1023300.812500 Penalty: 3023.270996
	Iteration 21Q: 3 clusters Score -1023301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1023319.750000 Penalty: 3023.270996
	Iteration 22Q: 3 clusters Score -1023320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1023343.375000 Penalty: 3023.270996
	Iteration 23Q: 3 clusters Score -1023343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1023366.000000 Penalty: 3023.270996
	Iteration 24Q: 3 clusters Score -1023366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1023386.500000 Penalty: 3023.270996
	Iteration 25Q: 3 clusters Score -1023386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1023402.875000 Penalty: 3023.270996
	Iteration 26Q: 3 clusters Score -1023403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1023414.500000 Penalty: 3023.270996
	Iteration 27Q: 3 clusters Score -1023414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1023422.562500 Penalty: 3023.270996
	Iteration 28Q: 3 clusters Score -1023423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1023430.437500 Penalty: 3023.270996
	Iteration 29Q: 3 clusters Score -1023430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1023432.187500 Penalty: 3023.270996
	Iteration 30Q: 3 clusters Score -1023432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1023435.625000 Penalty: 3023.270996
	Iteration 31Q: 3 clusters Score -1023436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1023438.312500 Penalty: 3023.270996
	Iteration 32Q: 3 clusters Score -1023438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1023437.375000 Penalty: 3023.270996
	Iteration 33Q: 3 clusters Score -1023437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1023437.937500 Penalty: 3023.270996
	Iteration 34Q: 3 clusters Score -1023438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1023439.437500 Penalty: 3023.270996
	Iteration 35Q: 3 clusters Score -1023439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1023439.625000 Penalty: 3023.270996
	Iteration 36Q: 3 clusters Score -1023440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1023439.625000 Penalty: 3023.270996
	Iteration 37F: 3 clusters Score -1023440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9223.758789 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -9223.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8599.938477 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -8599.938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8833.276367 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -8833.276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8907.575195 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -8907.575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8926.996094 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -8926.996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8928.386719 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -8928.387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8930.466797 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -8930.467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8932.957031 Penalty: 1717.041138
	Iteration 6Q: 3 clusters Score -8932.957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8933.822266 Penalty: 1717.041138
	Iteration 7Q: 3 clusters Score -8933.822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8936.850586 Penalty: 1717.041138
	Iteration 8Q: 3 clusters Score -8936.851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8982.982422 Penalty: 1717.041138
	Iteration 9Q: 3 clusters Score -8982.982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9004.111328 Penalty: 1717.041138
	Iteration 10Q: 3 clusters Score -9004.111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9008.374023 Penalty: 1717.041138
	Iteration 11Q: 3 clusters Score -9008.374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9011.764648 Penalty: 1717.041138
	Iteration 12Q: 3 clusters Score -9011.765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9013.048828 Penalty: 1717.041138
	Iteration 13Q: 3 clusters Score -9013.049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9029.231445 Penalty: 1717.041138
	Iteration 14Q: 3 clusters Score -9029.231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9049.328125 Penalty: 1717.041138
	Iteration 15Q: 3 clusters Score -9049.328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9063.887695 Penalty: 1717.041138
	Iteration 16Q: 3 clusters Score -9063.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9102.916016 Penalty: 1717.041138
	Iteration 17Q: 3 clusters Score -9102.916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9105.185547 Penalty: 1717.041138
	Iteration 18Q: 3 clusters Score -9105.186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9105.860352 Penalty: 1717.041138
	Iteration 19F: 3 clusters Score -9105.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9190.037109 Penalty: 1717.041138
	Iteration 20F: 3 clusters Score -9190.037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9197.108398 Penalty: 1717.041138
	Iteration 21Q: 3 clusters Score -9197.108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9197.108398 Penalty: 1717.041138
	Iteration 22F: 3 clusters Score -9197.108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (187406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187406 members 
Entering Unmasked Estep 
Score: -17562960.000000 Penalty: 1972.917725
	Iteration 0F: 2 clusters Score -1.756296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -17442944.000000 Penalty: 3945.835449
	Iteration 0F: 3 clusters Score -1.744294e+07 nChanged 91124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -17497796.000000 Penalty: 3945.835449
	Iteration 1F: 3 clusters Score -1.74978e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -17499260.000000 Penalty: 3945.835449
	Iteration 2Q: 3 clusters Score -1.749926e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -17501738.000000 Penalty: 3945.835449
	Iteration 3Q: 3 clusters Score -1.750174e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107317 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -17505206.000000 Penalty: 3945.835449
	Iteration 4Q: 3 clusters Score -1.750521e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -17510248.000000 Penalty: 3945.835449
	Iteration 5Q: 3 clusters Score -1.751025e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121502 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -17517534.000000 Penalty: 3945.835449
	Iteration 6F: 3 clusters Score -1.751753e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130932 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -17527020.000000 Penalty: 3945.835449
	Iteration 7F: 3 clusters Score -1.752702e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140350 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -17537198.000000 Penalty: 3945.835449
	Iteration 8F: 3 clusters Score -1.75372e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -17545408.000000 Penalty: 3945.835449
	Iteration 9F: 3 clusters Score -1.754541e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -17550918.000000 Penalty: 3945.835449
	Iteration 10Q: 3 clusters Score -1.755092e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158616 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -17553868.000000 Penalty: 3945.835449
	Iteration 11Q: 3 clusters Score -1.755387e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161916 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -17555672.000000 Penalty: 3945.835449
	Iteration 12Q: 3 clusters Score -1.755567e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164674 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -17556854.000000 Penalty: 3945.835449
	Iteration 13Q: 3 clusters Score -1.755685e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167033 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -17557732.000000 Penalty: 3945.835449
	Iteration 14Q: 3 clusters Score -1.755773e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -17558394.000000 Penalty: 3945.835449
	Iteration 15Q: 3 clusters Score -1.755839e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -17558850.000000 Penalty: 3945.835449
	Iteration 16Q: 3 clusters Score -1.755885e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172553 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -17559314.000000 Penalty: 3945.835449
	Iteration 17Q: 3 clusters Score -1.755931e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173960 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -17559590.000000 Penalty: 3945.835449
	Iteration 18Q: 3 clusters Score -1.755959e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175191 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -17559912.000000 Penalty: 3945.835449
	Iteration 19Q: 3 clusters Score -1.755991e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176285 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -17560090.000000 Penalty: 3945.835449
	Iteration 20F: 3 clusters Score -1.756009e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -17560176.000000 Penalty: 3945.835449
	Iteration 21Q: 3 clusters Score -1.756018e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178120 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -17560274.000000 Penalty: 3945.835449
	Iteration 22Q: 3 clusters Score -1.756027e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178872 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -17560388.000000 Penalty: 3945.835449
	Iteration 23Q: 3 clusters Score -1.756039e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -17560500.000000 Penalty: 3945.835449
	Iteration 24Q: 3 clusters Score -1.75605e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180075 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -17560564.000000 Penalty: 3945.835449
	Iteration 25Q: 3 clusters Score -1.756056e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180584 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -17560594.000000 Penalty: 3945.835449
	Iteration 26Q: 3 clusters Score -1.756059e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181053 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -17560660.000000 Penalty: 3945.835449
	Iteration 27Q: 3 clusters Score -1.756066e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181484 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -17560782.000000 Penalty: 3945.835449
	Iteration 28Q: 3 clusters Score -1.756078e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181844 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -17560840.000000 Penalty: 3945.835449
	Iteration 29Q: 3 clusters Score -1.756084e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182150 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -17560936.000000 Penalty: 3945.835449
	Iteration 30Q: 3 clusters Score -1.756094e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182414 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -17560902.000000 Penalty: 3945.835449
	Iteration 31Q: 3 clusters Score -1.75609e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182655 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -17560946.000000 Penalty: 3945.835449
	Iteration 32Q: 3 clusters Score -1.756095e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182866 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -17560998.000000 Penalty: 3945.835449
	Iteration 33Q: 3 clusters Score -1.7561e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -17561048.000000 Penalty: 3945.835449
	Iteration 34Q: 3 clusters Score -1.756105e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183286 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -17561092.000000 Penalty: 3945.835449
	Iteration 35Q: 3 clusters Score -1.756109e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183458 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -17561108.000000 Penalty: 3945.835449
	Iteration 36Q: 3 clusters Score -1.756111e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183604 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -17561114.000000 Penalty: 3945.835449
	Iteration 37Q: 3 clusters Score -1.756111e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183731 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -17561186.000000 Penalty: 3945.835449
	Iteration 38Q: 3 clusters Score -1.756119e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -17561206.000000 Penalty: 3945.835449
	Iteration 39Q: 3 clusters Score -1.756121e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183957 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -17561194.000000 Penalty: 3945.835449
	Iteration 40F: 3 clusters Score -1.756119e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -17561212.000000 Penalty: 3945.835449
	Iteration 41Q: 3 clusters Score -1.756121e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -17561246.000000 Penalty: 3945.835449
	Iteration 42Q: 3 clusters Score -1.756125e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184302 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -17561248.000000 Penalty: 3945.835449
	Iteration 43Q: 3 clusters Score -1.756125e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184402 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -17561236.000000 Penalty: 3945.835449
	Iteration 44Q: 3 clusters Score -1.756124e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184492 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -17561250.000000 Penalty: 3945.835449
	Iteration 45Q: 3 clusters Score -1.756125e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184577 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -17561286.000000 Penalty: 3945.835449
	Iteration 46Q: 3 clusters Score -1.756129e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184656 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -17561290.000000 Penalty: 3945.835449
	Iteration 47Q: 3 clusters Score -1.756129e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184734 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -17561282.000000 Penalty: 3945.835449
	Iteration 48Q: 3 clusters Score -1.756128e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -17561332.000000 Penalty: 3945.835449
	Iteration 49Q: 3 clusters Score -1.756133e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184887 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -17561340.000000 Penalty: 3945.835449
	Iteration 50Q: 3 clusters Score -1.756134e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -17561334.000000 Penalty: 3945.835449
	Iteration 51Q: 3 clusters Score -1.756133e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184976 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -17561344.000000 Penalty: 3945.835449
	Iteration 52Q: 3 clusters Score -1.756134e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185017 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -17561350.000000 Penalty: 3945.835449
	Iteration 53Q: 3 clusters Score -1.756135e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -17561350.000000 Penalty: 3945.835449
	Iteration 54Q: 3 clusters Score -1.756135e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185079 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -17561362.000000 Penalty: 3945.835449
	Iteration 55Q: 3 clusters Score -1.756136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185113 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -17561368.000000 Penalty: 3945.835449
	Iteration 56Q: 3 clusters Score -1.756137e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185143 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -17561368.000000 Penalty: 3945.835449
	Iteration 57Q: 3 clusters Score -1.756137e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185175 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -17561390.000000 Penalty: 3945.835449
	Iteration 58Q: 3 clusters Score -1.756139e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185208 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -17561400.000000 Penalty: 3945.835449
	Iteration 59Q: 3 clusters Score -1.75614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185235 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -17561408.000000 Penalty: 3945.835449
	Iteration 60F: 3 clusters Score -1.756141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185260 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -17561380.000000 Penalty: 3945.835449
	Iteration 61Q: 3 clusters Score -1.756138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185285 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -17561388.000000 Penalty: 3945.835449
	Iteration 62Q: 3 clusters Score -1.756139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185298 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17561388.000000 Penalty: 3945.835449
	Iteration 63Q: 3 clusters Score -1.756139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185304 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17561388.000000 Penalty: 3945.835449
	Iteration 64Q: 3 clusters Score -1.756139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185306 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17561370.000000 Penalty: 3945.835449
	Iteration 65Q: 3 clusters Score -1.756137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185304 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17561388.000000 Penalty: 3945.835449
	Iteration 66Q: 3 clusters Score -1.756139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185306 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17561386.000000 Penalty: 3945.835449
	Iteration 67Q: 3 clusters Score -1.756139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185306 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17561390.000000 Penalty: 3945.835449
	Iteration 68Q: 3 clusters Score -1.756139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185307 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -17561396.000000 Penalty: 3945.835449
	Iteration 69Q: 3 clusters Score -1.75614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185314 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17561400.000000 Penalty: 3945.835449
	Iteration 70Q: 3 clusters Score -1.75614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185323 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -17561416.000000 Penalty: 3945.835449
	Iteration 71Q: 3 clusters Score -1.756142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185329 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -17561412.000000 Penalty: 3945.835449
	Iteration 72Q: 3 clusters Score -1.756141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185332 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17561418.000000 Penalty: 3945.835449
	Iteration 73Q: 3 clusters Score -1.756142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185336 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -17561416.000000 Penalty: 3945.835449
	Iteration 74Q: 3 clusters Score -1.756142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185339 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -17561422.000000 Penalty: 3945.835449
	Iteration 75Q: 3 clusters Score -1.756142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185347 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17561414.000000 Penalty: 3945.835449
	Iteration 76Q: 3 clusters Score -1.756141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185357 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -17561422.000000 Penalty: 3945.835449
	Iteration 77Q: 3 clusters Score -1.756142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185364 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -17561430.000000 Penalty: 3945.835449
	Iteration 78Q: 3 clusters Score -1.756143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185369 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17561428.000000 Penalty: 3945.835449
	Iteration 79Q: 3 clusters Score -1.756143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185377 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -17561422.000000 Penalty: 3945.835449
	Iteration 80F: 3 clusters Score -1.756142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185383 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17561416.000000 Penalty: 3945.835449
	Iteration 81Q: 3 clusters Score -1.756142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185384 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17561414.000000 Penalty: 3945.835449
	Iteration 82Q: 3 clusters Score -1.756141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185388 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -17561420.000000 Penalty: 3945.835449
	Iteration 83Q: 3 clusters Score -1.756142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185392 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -17561424.000000 Penalty: 3945.835449
	Iteration 84Q: 3 clusters Score -1.756142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185393 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -17561426.000000 Penalty: 3945.835449
	Iteration 85Q: 3 clusters Score -1.756143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185400 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -17561428.000000 Penalty: 3945.835449
	Iteration 86Q: 3 clusters Score -1.756143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185398 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -17561420.000000 Penalty: 3945.835449
	Iteration 87Q: 3 clusters Score -1.756142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17561428.000000 Penalty: 3945.835449
	Iteration 88Q: 3 clusters Score -1.756143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185403 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -17561432.000000 Penalty: 3945.835449
	Iteration 89Q: 3 clusters Score -1.756143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185403 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -17561436.000000 Penalty: 3945.835449
	Iteration 90Q: 3 clusters Score -1.756144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185404 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -17561438.000000 Penalty: 3945.835449
	Iteration 91Q: 3 clusters Score -1.756144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185404 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -17561438.000000 Penalty: 3945.835449
	Iteration 92F: 3 clusters Score -1.756144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (67975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Entering Unmasked Estep 
Score: -6424467.000000 Penalty: 1808.120483
	Iteration 0F: 2 clusters Score -6424467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -6379044.500000 Penalty: 3616.240967
	Iteration 0F: 3 clusters Score -6379044 nChanged 32229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -6397207.000000 Penalty: 3616.240967
	Iteration 1F: 3 clusters Score -6397207 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6397924.000000 Penalty: 3616.240967
	Iteration 2Q: 3 clusters Score -6397924 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6398793.500000 Penalty: 3616.240967
	Iteration 3Q: 3 clusters Score -6398794 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -6400275.500000 Penalty: 3616.240967
	Iteration 4Q: 3 clusters Score -6400276 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -6402750.000000 Penalty: 3616.240967
	Iteration 5F: 3 clusters Score -6402750 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -6406625.000000 Penalty: 3616.240967
	Iteration 6F: 3 clusters Score -6406625 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -6411565.000000 Penalty: 3616.240967
	Iteration 7F: 3 clusters Score -6411565 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -6416324.500000 Penalty: 3616.240967
	Iteration 8F: 3 clusters Score -6416324 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -6419466.500000 Penalty: 3616.240967
	Iteration 9Q: 3 clusters Score -6419466 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -6421146.000000 Penalty: 3616.240967
	Iteration 10Q: 3 clusters Score -6421146 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -6421998.000000 Penalty: 3616.240967
	Iteration 11Q: 3 clusters Score -6421998 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6422389.000000 Penalty: 3616.240967
	Iteration 12Q: 3 clusters Score -6422389 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6422660.500000 Penalty: 3616.240967
	Iteration 13Q: 3 clusters Score -6422660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6422819.000000 Penalty: 3616.240967
	Iteration 14Q: 3 clusters Score -6422819 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6422906.500000 Penalty: 3616.240967
	Iteration 15Q: 3 clusters Score -6422906 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6422978.500000 Penalty: 3616.240967
	Iteration 16Q: 3 clusters Score -6422978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6423028.000000 Penalty: 3616.240967
	Iteration 17Q: 3 clusters Score -6423028 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6423069.500000 Penalty: 3616.240967
	Iteration 18Q: 3 clusters Score -6423070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6423081.000000 Penalty: 3616.240967
	Iteration 19Q: 3 clusters Score -6423081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6423102.500000 Penalty: 3616.240967
	Iteration 20F: 3 clusters Score -6423102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6423111.500000 Penalty: 3616.240967
	Iteration 21Q: 3 clusters Score -6423112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6423128.500000 Penalty: 3616.240967
	Iteration 22Q: 3 clusters Score -6423128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6423142.000000 Penalty: 3616.240967
	Iteration 23Q: 3 clusters Score -6423142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6423149.000000 Penalty: 3616.240967
	Iteration 24Q: 3 clusters Score -6423149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6423163.000000 Penalty: 3616.240967
	Iteration 25Q: 3 clusters Score -6423163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6423179.000000 Penalty: 3616.240967
	Iteration 26Q: 3 clusters Score -6423179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6423184.500000 Penalty: 3616.240967
	Iteration 27Q: 3 clusters Score -6423184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6423167.500000 Penalty: 3616.240967
	Iteration 28Q: 3 clusters Score -6423168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6423171.000000 Penalty: 3616.240967
	Iteration 29Q: 3 clusters Score -6423171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6423178.000000 Penalty: 3616.240967
	Iteration 30Q: 3 clusters Score -6423178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6423195.000000 Penalty: 3616.240967
	Iteration 31Q: 3 clusters Score -6423195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6423186.000000 Penalty: 3616.240967
	Iteration 32Q: 3 clusters Score -6423186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6423187.000000 Penalty: 3616.240967
	Iteration 33Q: 3 clusters Score -6423187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6423189.500000 Penalty: 3616.240967
	Iteration 34Q: 3 clusters Score -6423190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6423193.000000 Penalty: 3616.240967
	Iteration 35Q: 3 clusters Score -6423193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6423194.500000 Penalty: 3616.240967
	Iteration 36Q: 3 clusters Score -6423194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6423190.000000 Penalty: 3616.240967
	Iteration 37Q: 3 clusters Score -6423190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6423192.500000 Penalty: 3616.240967
	Iteration 38Q: 3 clusters Score -6423192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6423193.500000 Penalty: 3616.240967
	Iteration 39Q: 3 clusters Score -6423194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6423198.500000 Penalty: 3616.240967
	Iteration 40F: 3 clusters Score -6423198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6423195.500000 Penalty: 3616.240967
	Iteration 41Q: 3 clusters Score -6423196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6423200.000000 Penalty: 3616.240967
	Iteration 42Q: 3 clusters Score -6423200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6423209.500000 Penalty: 3616.240967
	Iteration 43Q: 3 clusters Score -6423210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6423211.000000 Penalty: 3616.240967
	Iteration 44Q: 3 clusters Score -6423211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6423215.000000 Penalty: 3616.240967
	Iteration 45Q: 3 clusters Score -6423215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6423228.500000 Penalty: 3616.240967
	Iteration 46Q: 3 clusters Score -6423228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6423226.000000 Penalty: 3616.240967
	Iteration 47Q: 3 clusters Score -6423226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6423223.500000 Penalty: 3616.240967
	Iteration 48Q: 3 clusters Score -6423224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6423224.500000 Penalty: 3616.240967
	Iteration 49Q: 3 clusters Score -6423224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6423226.500000 Penalty: 3616.240967
	Iteration 50Q: 3 clusters Score -6423226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6423234.000000 Penalty: 3616.240967
	Iteration 51Q: 3 clusters Score -6423234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6423234.000000 Penalty: 3616.240967
	Iteration 52Q: 3 clusters Score -6423234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6423233.000000 Penalty: 3616.240967
	Iteration 53Q: 3 clusters Score -6423233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6423230.500000 Penalty: 3616.240967
	Iteration 54Q: 3 clusters Score -6423230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6423231.000000 Penalty: 3616.240967
	Iteration 55Q: 3 clusters Score -6423231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6423236.000000 Penalty: 3616.240967
	Iteration 56Q: 3 clusters Score -6423236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6423236.000000 Penalty: 3616.240967
	Iteration 57F: 3 clusters Score -6423236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -88673.867188 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -88673.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -87242.335938 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -87242.34 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -87700.343750 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -87700.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -87967.890625 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -87967.89 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -88109.054688 Penalty: 2262.113037
	Iteration 3F: 3 clusters Score -88109.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -88175.039062 Penalty: 2262.113037
	Iteration 4F: 3 clusters Score -88175.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88217.531250 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -88217.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -88230.062500 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -88230.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88235.734375 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -88235.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88240.367188 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -88240.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -88241.328125 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -88241.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -88241.328125 Penalty: 2262.113037
	Iteration 10F: 3 clusters Score -88241.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -18236.544922 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -18236.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17438.074219 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -17438.07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17680.744141 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -17680.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17803.816406 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -17803.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17918.839844 Penalty: 1912.079712
	Iteration 3F: 3 clusters Score -17918.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18016.490234 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -18016.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18028.421875 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -18028.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18044.126953 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -18044.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18046.648438 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -18046.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18046.648438 Penalty: 1912.079712
	Iteration 8F: 3 clusters Score -18046.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -54064.722656 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -54064.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52898.957031 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -52898.96 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -53134.054688 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -53134.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53172.960938 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -53172.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53203.687500 Penalty: 2122.535156
	Iteration 3Q: 3 clusters Score -53203.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53217.480469 Penalty: 2122.535156
	Iteration 4Q: 3 clusters Score -53217.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53239.605469 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -53239.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53265.898438 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -53265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53283.765625 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -53283.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53306.000000 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -53306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53333.457031 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -53333.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53346.519531 Penalty: 2122.535156
	Iteration 10Q: 3 clusters Score -53346.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53350.394531 Penalty: 2122.535156
	Iteration 11Q: 3 clusters Score -53350.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53352.738281 Penalty: 2122.535156
	Iteration 12Q: 3 clusters Score -53352.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53353.976562 Penalty: 2122.535156
	Iteration 13Q: 3 clusters Score -53353.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53354.066406 Penalty: 2122.535156
	Iteration 14Q: 3 clusters Score -53354.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53354.636719 Penalty: 2122.535156
	Iteration 15Q: 3 clusters Score -53354.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53355.250000 Penalty: 2122.535156
	Iteration 16Q: 3 clusters Score -53355.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53355.250000 Penalty: 2122.535156
	Iteration 17F: 3 clusters Score -53355.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Entering Unmasked Estep 
Score: -5387262.000000 Penalty: 1779.517334
	Iteration 0F: 2 clusters Score -5387262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -5348991.000000 Penalty: 3559.034668
	Iteration 0F: 3 clusters Score -5348991 nChanged 26877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5364663.500000 Penalty: 3559.034668
	Iteration 1F: 3 clusters Score -5364664 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -5365903.500000 Penalty: 3559.034668
	Iteration 2Q: 3 clusters Score -5365904 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -5367648.000000 Penalty: 3559.034668
	Iteration 3F: 3 clusters Score -5367648 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -5370238.000000 Penalty: 3559.034668
	Iteration 4F: 3 clusters Score -5370238 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -5373873.000000 Penalty: 3559.034668
	Iteration 5F: 3 clusters Score -5373873 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5377769.000000 Penalty: 3559.034668
	Iteration 6F: 3 clusters Score -5377769 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5380740.500000 Penalty: 3559.034668
	Iteration 7F: 3 clusters Score -5380740 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -5382234.000000 Penalty: 3559.034668
	Iteration 8Q: 3 clusters Score -5382234 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -5383015.500000 Penalty: 3559.034668
	Iteration 9Q: 3 clusters Score -5383016 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -5383474.500000 Penalty: 3559.034668
	Iteration 10Q: 3 clusters Score -5383474 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -5383833.500000 Penalty: 3559.034668
	Iteration 11Q: 3 clusters Score -5383834 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -5384090.000000 Penalty: 3559.034668
	Iteration 12Q: 3 clusters Score -5384090 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -5384382.500000 Penalty: 3559.034668
	Iteration 13Q: 3 clusters Score -5384382 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -5384620.000000 Penalty: 3559.034668
	Iteration 14Q: 3 clusters Score -5384620 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -5384844.500000 Penalty: 3559.034668
	Iteration 15Q: 3 clusters Score -5384844 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -5385008.500000 Penalty: 3559.034668
	Iteration 16Q: 3 clusters Score -5385008 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -5385167.500000 Penalty: 3559.034668
	Iteration 17Q: 3 clusters Score -5385168 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -5385278.500000 Penalty: 3559.034668
	Iteration 18Q: 3 clusters Score -5385278 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -5385371.500000 Penalty: 3559.034668
	Iteration 19Q: 3 clusters Score -5385372 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -5385475.500000 Penalty: 3559.034668
	Iteration 20F: 3 clusters Score -5385476 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -5385550.500000 Penalty: 3559.034668
	Iteration 21Q: 3 clusters Score -5385550 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -5385623.000000 Penalty: 3559.034668
	Iteration 22Q: 3 clusters Score -5385623 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -5385692.000000 Penalty: 3559.034668
	Iteration 23Q: 3 clusters Score -5385692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -5385756.000000 Penalty: 3559.034668
	Iteration 24Q: 3 clusters Score -5385756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -5385785.000000 Penalty: 3559.034668
	Iteration 25Q: 3 clusters Score -5385785 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -5385812.500000 Penalty: 3559.034668
	Iteration 26Q: 3 clusters Score -5385812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -5385849.000000 Penalty: 3559.034668
	Iteration 27Q: 3 clusters Score -5385849 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -5385871.500000 Penalty: 3559.034668
	Iteration 28Q: 3 clusters Score -5385872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -5385891.500000 Penalty: 3559.034668
	Iteration 29Q: 3 clusters Score -5385892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -5385930.500000 Penalty: 3559.034668
	Iteration 30Q: 3 clusters Score -5385930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -5385953.000000 Penalty: 3559.034668
	Iteration 31Q: 3 clusters Score -5385953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -5385973.500000 Penalty: 3559.034668
	Iteration 32Q: 3 clusters Score -5385974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -5385995.500000 Penalty: 3559.034668
	Iteration 33Q: 3 clusters Score -5385996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -5386007.000000 Penalty: 3559.034668
	Iteration 34Q: 3 clusters Score -5386007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -5386019.500000 Penalty: 3559.034668
	Iteration 35Q: 3 clusters Score -5386020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -5386021.000000 Penalty: 3559.034668
	Iteration 36Q: 3 clusters Score -5386021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -5386039.000000 Penalty: 3559.034668
	Iteration 37Q: 3 clusters Score -5386039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -5386057.500000 Penalty: 3559.034668
	Iteration 38Q: 3 clusters Score -5386058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -5386073.000000 Penalty: 3559.034668
	Iteration 39Q: 3 clusters Score -5386073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -5386091.500000 Penalty: 3559.034668
	Iteration 40F: 3 clusters Score -5386092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -5386084.000000 Penalty: 3559.034668
	Iteration 41Q: 3 clusters Score -5386084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -5386095.000000 Penalty: 3559.034668
	Iteration 42Q: 3 clusters Score -5386095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -5386092.000000 Penalty: 3559.034668
	Iteration 43Q: 3 clusters Score -5386092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -5386093.000000 Penalty: 3559.034668
	Iteration 44Q: 3 clusters Score -5386093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -5386094.500000 Penalty: 3559.034668
	Iteration 45Q: 3 clusters Score -5386094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -5386100.000000 Penalty: 3559.034668
	Iteration 46Q: 3 clusters Score -5386100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -5386112.000000 Penalty: 3559.034668
	Iteration 47Q: 3 clusters Score -5386112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -5386107.500000 Penalty: 3559.034668
	Iteration 48Q: 3 clusters Score -5386108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -5386105.500000 Penalty: 3559.034668
	Iteration 49Q: 3 clusters Score -5386106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -5386101.000000 Penalty: 3559.034668
	Iteration 50Q: 3 clusters Score -5386101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -5386100.000000 Penalty: 3559.034668
	Iteration 51Q: 3 clusters Score -5386100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -5386100.000000 Penalty: 3559.034668
	Iteration 52Q: 3 clusters Score -5386100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -5386105.000000 Penalty: 3559.034668
	Iteration 53Q: 3 clusters Score -5386105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -5386107.500000 Penalty: 3559.034668
	Iteration 54Q: 3 clusters Score -5386108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -5386103.500000 Penalty: 3559.034668
	Iteration 55Q: 3 clusters Score -5386104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -5386103.500000 Penalty: 3559.034668
	Iteration 56F: 3 clusters Score -5386104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196325 members 
Mstep: Class 5 contains 63678 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48276 members 
Mstep: Class 9 contains 26738 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67975 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449040.000000 Penalty: 43859.843750
Iteration 159Q: 21 clusters Score -6.644904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196315 members 
Mstep: Class 5 contains 63678 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48281 members 
Mstep: Class 9 contains 26738 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67980 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449048.000000 Penalty: 43859.843750
Iteration 160F: 21 clusters Score -6.644905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196307 members 
Mstep: Class 5 contains 63678 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48283 members 
Mstep: Class 9 contains 26738 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187404 members 
Mstep: Class 17 contains 67981 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449020.000000 Penalty: 43859.843750
Iteration 161Q: 21 clusters Score -6.644902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196303 members 
Mstep: Class 5 contains 63676 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48285 members 
Mstep: Class 9 contains 26737 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187407 members 
Mstep: Class 17 contains 67980 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448996.000000 Penalty: 43859.843750
Iteration 162Q: 21 clusters Score -6.6449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196298 members 
Mstep: Class 5 contains 63675 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48286 members 
Mstep: Class 9 contains 26737 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187406 members 
Mstep: Class 17 contains 67981 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449008.000000 Penalty: 43859.843750
Iteration 163Q: 21 clusters Score -6.644901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196294 members 
Mstep: Class 5 contains 63675 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48289 members 
Mstep: Class 9 contains 26737 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187402 members 
Mstep: Class 17 contains 67982 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449004.000000 Penalty: 43859.843750
Iteration 164Q: 21 clusters Score -6.6449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196289 members 
Mstep: Class 5 contains 63675 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48292 members 
Mstep: Class 9 contains 26737 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187397 members 
Mstep: Class 17 contains 67981 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448992.000000 Penalty: 43859.843750
Iteration 165Q: 21 clusters Score -6.644899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196286 members 
Mstep: Class 5 contains 63675 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48293 members 
Mstep: Class 9 contains 26737 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67980 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449020.000000 Penalty: 43859.843750
Iteration 166Q: 21 clusters Score -6.644902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196286 members 
Mstep: Class 5 contains 63674 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48292 members 
Mstep: Class 9 contains 26737 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187397 members 
Mstep: Class 17 contains 67979 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449008.000000 Penalty: 43859.843750
Iteration 167Q: 21 clusters Score -6.644901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196285 members 
Mstep: Class 5 contains 63673 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48293 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187395 members 
Mstep: Class 17 contains 67980 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449028.000000 Penalty: 43859.843750
Iteration 168Q: 21 clusters Score -6.644903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196285 members 
Mstep: Class 5 contains 63672 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48293 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67981 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449036.000000 Penalty: 43859.843750
Iteration 169Q: 21 clusters Score -6.644904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196286 members 
Mstep: Class 5 contains 63672 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48292 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67982 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449040.000000 Penalty: 43859.843750
Iteration 170Q: 21 clusters Score -6.644904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196285 members 
Mstep: Class 5 contains 63673 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48293 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67982 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 56999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449048.000000 Penalty: 43859.843750
Iteration 171Q: 21 clusters Score -6.644905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196284 members 
Mstep: Class 5 contains 63673 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48293 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67982 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449040.000000 Penalty: 43859.843750
Iteration 172Q: 21 clusters Score -6.644904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196284 members 
Mstep: Class 5 contains 63673 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48293 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67982 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449040.000000 Penalty: 43859.843750
Iteration 173F: 21 clusters Score -6.644904e+07 nChanged 0
Entering ConstructFrom: 
Score: -66449040.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (52309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Entering Unmasked Estep 
Score: -4960015.500000 Penalty: 1765.550049
	Iteration 0F: 2 clusters Score -4960016 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 25896 members 
Entering Unmasked Estep 
Score: -4925036.500000 Penalty: 3531.100098
	Iteration 0F: 3 clusters Score -4925036 nChanged 24630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -4939815.500000 Penalty: 3531.100098
	Iteration 1F: 3 clusters Score -4939816 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4941335.500000 Penalty: 3531.100098
	Iteration 2F: 3 clusters Score -4941336 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4943742.000000 Penalty: 3531.100098
	Iteration 3F: 3 clusters Score -4943742 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4947463.500000 Penalty: 3531.100098
	Iteration 4F: 3 clusters Score -4947464 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4951600.500000 Penalty: 3531.100098
	Iteration 5F: 3 clusters Score -4951600 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -4954713.000000 Penalty: 3531.100098
	Iteration 6F: 3 clusters Score -4954713 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4956229.500000 Penalty: 3531.100098
	Iteration 7Q: 3 clusters Score -4956230 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -4956833.000000 Penalty: 3531.100098
	Iteration 8Q: 3 clusters Score -4956833 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -4957222.500000 Penalty: 3531.100098
	Iteration 9Q: 3 clusters Score -4957222 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -4957486.500000 Penalty: 3531.100098
	Iteration 10Q: 3 clusters Score -4957486 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -4957696.000000 Penalty: 3531.100098
	Iteration 11Q: 3 clusters Score -4957696 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -4957858.000000 Penalty: 3531.100098
	Iteration 12Q: 3 clusters Score -4957858 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4957994.000000 Penalty: 3531.100098
	Iteration 13Q: 3 clusters Score -4957994 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4958123.500000 Penalty: 3531.100098
	Iteration 14Q: 3 clusters Score -4958124 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4958250.000000 Penalty: 3531.100098
	Iteration 15Q: 3 clusters Score -4958250 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4958346.000000 Penalty: 3531.100098
	Iteration 16Q: 3 clusters Score -4958346 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4958415.500000 Penalty: 3531.100098
	Iteration 17Q: 3 clusters Score -4958416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -4958478.500000 Penalty: 3531.100098
	Iteration 18Q: 3 clusters Score -4958478 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4958528.500000 Penalty: 3531.100098
	Iteration 19Q: 3 clusters Score -4958528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4958578.000000 Penalty: 3531.100098
	Iteration 20F: 3 clusters Score -4958578 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4958606.000000 Penalty: 3531.100098
	Iteration 21Q: 3 clusters Score -4958606 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4958629.000000 Penalty: 3531.100098
	Iteration 22Q: 3 clusters Score -4958629 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4958654.000000 Penalty: 3531.100098
	Iteration 23Q: 3 clusters Score -4958654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4958690.000000 Penalty: 3531.100098
	Iteration 24Q: 3 clusters Score -4958690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4958714.000000 Penalty: 3531.100098
	Iteration 25Q: 3 clusters Score -4958714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4958736.500000 Penalty: 3531.100098
	Iteration 26Q: 3 clusters Score -4958736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4958753.000000 Penalty: 3531.100098
	Iteration 27Q: 3 clusters Score -4958753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4958772.000000 Penalty: 3531.100098
	Iteration 28Q: 3 clusters Score -4958772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4958791.500000 Penalty: 3531.100098
	Iteration 29Q: 3 clusters Score -4958792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4958789.000000 Penalty: 3531.100098
	Iteration 30Q: 3 clusters Score -4958789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4958809.500000 Penalty: 3531.100098
	Iteration 31Q: 3 clusters Score -4958810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4958818.000000 Penalty: 3531.100098
	Iteration 32Q: 3 clusters Score -4958818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4958825.500000 Penalty: 3531.100098
	Iteration 33Q: 3 clusters Score -4958826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4958818.500000 Penalty: 3531.100098
	Iteration 34Q: 3 clusters Score -4958818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4958822.500000 Penalty: 3531.100098
	Iteration 35Q: 3 clusters Score -4958822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4958833.000000 Penalty: 3531.100098
	Iteration 36Q: 3 clusters Score -4958833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4958844.500000 Penalty: 3531.100098
	Iteration 37Q: 3 clusters Score -4958844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4958860.500000 Penalty: 3531.100098
	Iteration 38Q: 3 clusters Score -4958860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4958872.500000 Penalty: 3531.100098
	Iteration 39Q: 3 clusters Score -4958872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4958876.000000 Penalty: 3531.100098
	Iteration 40F: 3 clusters Score -4958876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4958874.500000 Penalty: 3531.100098
	Iteration 41Q: 3 clusters Score -4958874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4958886.500000 Penalty: 3531.100098
	Iteration 42Q: 3 clusters Score -4958886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4958882.500000 Penalty: 3531.100098
	Iteration 43Q: 3 clusters Score -4958882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4958888.000000 Penalty: 3531.100098
	Iteration 44Q: 3 clusters Score -4958888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4958891.000000 Penalty: 3531.100098
	Iteration 45Q: 3 clusters Score -4958891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4958885.500000 Penalty: 3531.100098
	Iteration 46Q: 3 clusters Score -4958886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4958892.000000 Penalty: 3531.100098
	Iteration 47Q: 3 clusters Score -4958892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4958906.500000 Penalty: 3531.100098
	Iteration 48Q: 3 clusters Score -4958906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4958902.000000 Penalty: 3531.100098
	Iteration 49Q: 3 clusters Score -4958902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4958906.500000 Penalty: 3531.100098
	Iteration 50Q: 3 clusters Score -4958906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4958913.500000 Penalty: 3531.100098
	Iteration 51Q: 3 clusters Score -4958914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4958918.500000 Penalty: 3531.100098
	Iteration 52Q: 3 clusters Score -4958918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4958924.500000 Penalty: 3531.100098
	Iteration 53Q: 3 clusters Score -4958924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4958918.500000 Penalty: 3531.100098
	Iteration 54Q: 3 clusters Score -4958918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4958927.500000 Penalty: 3531.100098
	Iteration 55Q: 3 clusters Score -4958928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4958923.500000 Penalty: 3531.100098
	Iteration 56Q: 3 clusters Score -4958924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4958927.500000 Penalty: 3531.100098
	Iteration 57Q: 3 clusters Score -4958928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4958927.500000 Penalty: 3531.100098
	Iteration 58Q: 3 clusters Score -4958928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4958922.500000 Penalty: 3531.100098
	Iteration 59Q: 3 clusters Score -4958922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4958925.500000 Penalty: 3531.100098
	Iteration 60F: 3 clusters Score -4958926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4958930.500000 Penalty: 3531.100098
	Iteration 61Q: 3 clusters Score -4958930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4958933.500000 Penalty: 3531.100098
	Iteration 62Q: 3 clusters Score -4958934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4958932.500000 Penalty: 3531.100098
	Iteration 63Q: 3 clusters Score -4958932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4958930.000000 Penalty: 3531.100098
	Iteration 64Q: 3 clusters Score -4958930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4958931.000000 Penalty: 3531.100098
	Iteration 65Q: 3 clusters Score -4958931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4958930.500000 Penalty: 3531.100098
	Iteration 66Q: 3 clusters Score -4958930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4958928.500000 Penalty: 3531.100098
	Iteration 67Q: 3 clusters Score -4958928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4958932.500000 Penalty: 3531.100098
	Iteration 68Q: 3 clusters Score -4958932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4958934.500000 Penalty: 3531.100098
	Iteration 69Q: 3 clusters Score -4958934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4958932.500000 Penalty: 3531.100098
	Iteration 70Q: 3 clusters Score -4958932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4958937.000000 Penalty: 3531.100098
	Iteration 71Q: 3 clusters Score -4958937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4958933.000000 Penalty: 3531.100098
	Iteration 72Q: 3 clusters Score -4958933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4958930.500000 Penalty: 3531.100098
	Iteration 73Q: 3 clusters Score -4958930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4958931.500000 Penalty: 3531.100098
	Iteration 74Q: 3 clusters Score -4958932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4958930.000000 Penalty: 3531.100098
	Iteration 75Q: 3 clusters Score -4958930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4958927.000000 Penalty: 3531.100098
	Iteration 76Q: 3 clusters Score -4958927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4958927.000000 Penalty: 3531.100098
	Iteration 77F: 3 clusters Score -4958927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -36414.578125 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -36414.58 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 225 members 
Entering Unmasked Estep 
Score: -35430.468750 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -35430.47 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35637.691406 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -35637.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35712.179688 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -35712.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35778.125000 Penalty: 1998.252319
	Iteration 3F: 3 clusters Score -35778.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35825.554688 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -35825.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35867.160156 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -35867.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35956.648438 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -35956.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36002.894531 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -36002.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36087.019531 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -36087.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36134.957031 Penalty: 1998.252319
	Iteration 9Q: 3 clusters Score -36134.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36209.015625 Penalty: 1998.252319
	Iteration 10Q: 3 clusters Score -36209.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36304.570312 Penalty: 1998.252319
	Iteration 11Q: 3 clusters Score -36304.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36348.042969 Penalty: 1998.252319
	Iteration 12Q: 3 clusters Score -36348.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36358.609375 Penalty: 1998.252319
	Iteration 13Q: 3 clusters Score -36358.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36361.246094 Penalty: 1998.252319
	Iteration 14Q: 3 clusters Score -36361.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36365.179688 Penalty: 1998.252319
	Iteration 15Q: 3 clusters Score -36365.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36365.179688 Penalty: 1998.252319
	Iteration 16F: 3 clusters Score -36365.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -432298.343750 Penalty: 1384.433472
	Iteration 0F: 2 clusters Score -432298.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -428330.062500 Penalty: 2768.866943
	Iteration 0F: 3 clusters Score -428330.1 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -429431.093750 Penalty: 2768.866943
	Iteration 1F: 3 clusters Score -429431.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -429659.156250 Penalty: 2768.866943
	Iteration 2F: 3 clusters Score -429659.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -429813.437500 Penalty: 2768.866943
	Iteration 3F: 3 clusters Score -429813.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -429944.156250 Penalty: 2768.866943
	Iteration 4Q: 3 clusters Score -429944.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -430059.625000 Penalty: 2768.866943
	Iteration 5Q: 3 clusters Score -430059.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -430156.656250 Penalty: 2768.866943
	Iteration 6Q: 3 clusters Score -430156.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -430256.656250 Penalty: 2768.866943
	Iteration 7Q: 3 clusters Score -430256.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -430340.187500 Penalty: 2768.866943
	Iteration 8Q: 3 clusters Score -430340.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -430410.156250 Penalty: 2768.866943
	Iteration 9Q: 3 clusters Score -430410.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -430487.468750 Penalty: 2768.866943
	Iteration 10Q: 3 clusters Score -430487.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -430551.906250 Penalty: 2768.866943
	Iteration 11Q: 3 clusters Score -430551.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -430606.625000 Penalty: 2768.866943
	Iteration 12Q: 3 clusters Score -430606.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -430662.718750 Penalty: 2768.866943
	Iteration 13Q: 3 clusters Score -430662.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -430712.843750 Penalty: 2768.866943
	Iteration 14Q: 3 clusters Score -430712.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -430746.031250 Penalty: 2768.866943
	Iteration 15Q: 3 clusters Score -430746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -430771.781250 Penalty: 2768.866943
	Iteration 16Q: 3 clusters Score -430771.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -430796.937500 Penalty: 2768.866943
	Iteration 17Q: 3 clusters Score -430796.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -430816.125000 Penalty: 2768.866943
	Iteration 18Q: 3 clusters Score -430816.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -430827.937500 Penalty: 2768.866943
	Iteration 19Q: 3 clusters Score -430827.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -430838.656250 Penalty: 2768.866943
	Iteration 20F: 3 clusters Score -430838.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -430850.031250 Penalty: 2768.866943
	Iteration 21Q: 3 clusters Score -430850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -430857.812500 Penalty: 2768.866943
	Iteration 22Q: 3 clusters Score -430857.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -430863.375000 Penalty: 2768.866943
	Iteration 23Q: 3 clusters Score -430863.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -430868.406250 Penalty: 2768.866943
	Iteration 24Q: 3 clusters Score -430868.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -430872.812500 Penalty: 2768.866943
	Iteration 25Q: 3 clusters Score -430872.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -430876.718750 Penalty: 2768.866943
	Iteration 26Q: 3 clusters Score -430876.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -430882.156250 Penalty: 2768.866943
	Iteration 27Q: 3 clusters Score -430882.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -430884.750000 Penalty: 2768.866943
	Iteration 28Q: 3 clusters Score -430884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -430885.593750 Penalty: 2768.866943
	Iteration 29Q: 3 clusters Score -430885.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -430886.687500 Penalty: 2768.866943
	Iteration 30Q: 3 clusters Score -430886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -430887.812500 Penalty: 2768.866943
	Iteration 31Q: 3 clusters Score -430887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -430889.125000 Penalty: 2768.866943
	Iteration 32Q: 3 clusters Score -430889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -430890.312500 Penalty: 2768.866943
	Iteration 33Q: 3 clusters Score -430890.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -430890.000000 Penalty: 2768.866943
	Iteration 34Q: 3 clusters Score -430890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -430890.562500 Penalty: 2768.866943
	Iteration 35Q: 3 clusters Score -430890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -430890.218750 Penalty: 2768.866943
	Iteration 36Q: 3 clusters Score -430890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -430890.218750 Penalty: 2768.866943
	Iteration 37F: 3 clusters Score -430890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (196284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196284 members 
Entering Unmasked Estep 
Score: -18293286.000000 Penalty: 1980.439209
	Iteration 0F: 2 clusters Score -1.829329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -18166462.000000 Penalty: 3960.878418
	Iteration 0F: 3 clusters Score -1.816646e+07 nChanged 95129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -18223952.000000 Penalty: 3960.878418
	Iteration 1F: 3 clusters Score -1.822395e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -18225884.000000 Penalty: 3960.878418
	Iteration 2Q: 3 clusters Score -1.822588e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110183 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -18229174.000000 Penalty: 3960.878418
	Iteration 3Q: 3 clusters Score -1.822917e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116897 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -18234238.000000 Penalty: 3960.878418
	Iteration 4Q: 3 clusters Score -1.823424e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126101 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -18241874.000000 Penalty: 3960.878418
	Iteration 5F: 3 clusters Score -1.824187e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137574 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -18251532.000000 Penalty: 3960.878418
	Iteration 6F: 3 clusters Score -1.825153e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150534 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -18262562.000000 Penalty: 3960.878418
	Iteration 7F: 3 clusters Score -1.826256e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163335 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -18272860.000000 Penalty: 3960.878418
	Iteration 8F: 3 clusters Score -1.827286e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173552 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -18280006.000000 Penalty: 3960.878418
	Iteration 9F: 3 clusters Score -1.828001e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181170 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -18284750.000000 Penalty: 3960.878418
	Iteration 10Q: 3 clusters Score -1.828475e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186179 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -18287604.000000 Penalty: 3960.878418
	Iteration 11Q: 3 clusters Score -1.82876e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -18289326.000000 Penalty: 3960.878418
	Iteration 12Q: 3 clusters Score -1.828933e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -18290370.000000 Penalty: 3960.878418
	Iteration 13Q: 3 clusters Score -1.829037e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192639 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -18290812.000000 Penalty: 3960.878418
	Iteration 14Q: 3 clusters Score -1.829081e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193388 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -18291136.000000 Penalty: 3960.878418
	Iteration 15Q: 3 clusters Score -1.829114e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193891 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -18291368.000000 Penalty: 3960.878418
	Iteration 16Q: 3 clusters Score -1.829137e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194232 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -18291546.000000 Penalty: 3960.878418
	Iteration 17Q: 3 clusters Score -1.829155e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194435 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -18291622.000000 Penalty: 3960.878418
	Iteration 18Q: 3 clusters Score -1.829162e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194554 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -18291698.000000 Penalty: 3960.878418
	Iteration 19Q: 3 clusters Score -1.82917e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194634 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -18291804.000000 Penalty: 3960.878418
	Iteration 20F: 3 clusters Score -1.82918e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194682 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18291860.000000 Penalty: 3960.878418
	Iteration 21Q: 3 clusters Score -1.829186e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194728 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -18291894.000000 Penalty: 3960.878418
	Iteration 22Q: 3 clusters Score -1.829189e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194769 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -18291958.000000 Penalty: 3960.878418
	Iteration 23Q: 3 clusters Score -1.829196e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194793 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -18291978.000000 Penalty: 3960.878418
	Iteration 24Q: 3 clusters Score -1.829198e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194794 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -18291998.000000 Penalty: 3960.878418
	Iteration 25Q: 3 clusters Score -1.8292e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194807 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -18292012.000000 Penalty: 3960.878418
	Iteration 26Q: 3 clusters Score -1.829201e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194813 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -18292028.000000 Penalty: 3960.878418
	Iteration 27Q: 3 clusters Score -1.829203e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194810 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -18292052.000000 Penalty: 3960.878418
	Iteration 28Q: 3 clusters Score -1.829205e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194818 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -18292098.000000 Penalty: 3960.878418
	Iteration 29Q: 3 clusters Score -1.82921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194821 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -18292138.000000 Penalty: 3960.878418
	Iteration 30Q: 3 clusters Score -1.829214e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194832 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -18292146.000000 Penalty: 3960.878418
	Iteration 31Q: 3 clusters Score -1.829215e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194826 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -18292134.000000 Penalty: 3960.878418
	Iteration 32Q: 3 clusters Score -1.829213e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194818 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -18292146.000000 Penalty: 3960.878418
	Iteration 33Q: 3 clusters Score -1.829215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194810 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -18292184.000000 Penalty: 3960.878418
	Iteration 34Q: 3 clusters Score -1.829218e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194807 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -18292176.000000 Penalty: 3960.878418
	Iteration 35Q: 3 clusters Score -1.829218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194802 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -18292198.000000 Penalty: 3960.878418
	Iteration 36Q: 3 clusters Score -1.82922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194794 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -18292188.000000 Penalty: 3960.878418
	Iteration 37Q: 3 clusters Score -1.829219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194783 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -18292218.000000 Penalty: 3960.878418
	Iteration 38Q: 3 clusters Score -1.829222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194766 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -18292218.000000 Penalty: 3960.878418
	Iteration 39Q: 3 clusters Score -1.829222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194745 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -18292230.000000 Penalty: 3960.878418
	Iteration 40F: 3 clusters Score -1.829223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194730 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -18292254.000000 Penalty: 3960.878418
	Iteration 41Q: 3 clusters Score -1.829225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194719 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -18292256.000000 Penalty: 3960.878418
	Iteration 42Q: 3 clusters Score -1.829226e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194705 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -18292262.000000 Penalty: 3960.878418
	Iteration 43Q: 3 clusters Score -1.829226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194689 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -18292272.000000 Penalty: 3960.878418
	Iteration 44Q: 3 clusters Score -1.829227e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194667 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -18292314.000000 Penalty: 3960.878418
	Iteration 45Q: 3 clusters Score -1.829231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194646 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -18292332.000000 Penalty: 3960.878418
	Iteration 46Q: 3 clusters Score -1.829233e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194634 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -18292340.000000 Penalty: 3960.878418
	Iteration 47Q: 3 clusters Score -1.829234e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194628 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -18292358.000000 Penalty: 3960.878418
	Iteration 48Q: 3 clusters Score -1.829236e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194606 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -18292360.000000 Penalty: 3960.878418
	Iteration 49Q: 3 clusters Score -1.829236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194594 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -18292326.000000 Penalty: 3960.878418
	Iteration 50Q: 3 clusters Score -1.829233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194589 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -18292324.000000 Penalty: 3960.878418
	Iteration 51Q: 3 clusters Score -1.829232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194585 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -18292322.000000 Penalty: 3960.878418
	Iteration 52Q: 3 clusters Score -1.829232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -18292334.000000 Penalty: 3960.878418
	Iteration 53Q: 3 clusters Score -1.829233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194578 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -18292344.000000 Penalty: 3960.878418
	Iteration 54Q: 3 clusters Score -1.829234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194573 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -18292346.000000 Penalty: 3960.878418
	Iteration 55Q: 3 clusters Score -1.829235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194568 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -18292346.000000 Penalty: 3960.878418
	Iteration 56Q: 3 clusters Score -1.829235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194566 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -18292336.000000 Penalty: 3960.878418
	Iteration 57Q: 3 clusters Score -1.829234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194565 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -18292340.000000 Penalty: 3960.878418
	Iteration 58Q: 3 clusters Score -1.829234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194565 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -18292342.000000 Penalty: 3960.878418
	Iteration 59Q: 3 clusters Score -1.829234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194565 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -18292346.000000 Penalty: 3960.878418
	Iteration 60F: 3 clusters Score -1.829235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194563 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -18292344.000000 Penalty: 3960.878418
	Iteration 61Q: 3 clusters Score -1.829234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194559 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -18292352.000000 Penalty: 3960.878418
	Iteration 62Q: 3 clusters Score -1.829235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194556 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -18292356.000000 Penalty: 3960.878418
	Iteration 63Q: 3 clusters Score -1.829236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194551 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -18292344.000000 Penalty: 3960.878418
	Iteration 64Q: 3 clusters Score -1.829234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194547 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -18292352.000000 Penalty: 3960.878418
	Iteration 65Q: 3 clusters Score -1.829235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194544 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -18292368.000000 Penalty: 3960.878418
	Iteration 66Q: 3 clusters Score -1.829237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194538 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -18292374.000000 Penalty: 3960.878418
	Iteration 67Q: 3 clusters Score -1.829237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194535 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -18292380.000000 Penalty: 3960.878418
	Iteration 68Q: 3 clusters Score -1.829238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194530 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -18292374.000000 Penalty: 3960.878418
	Iteration 69Q: 3 clusters Score -1.829237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194526 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18292394.000000 Penalty: 3960.878418
	Iteration 70Q: 3 clusters Score -1.829239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194518 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -18292366.000000 Penalty: 3960.878418
	Iteration 71Q: 3 clusters Score -1.829237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194509 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -18292370.000000 Penalty: 3960.878418
	Iteration 72Q: 3 clusters Score -1.829237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194501 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -18292364.000000 Penalty: 3960.878418
	Iteration 73Q: 3 clusters Score -1.829236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194489 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -18292364.000000 Penalty: 3960.878418
	Iteration 74Q: 3 clusters Score -1.829236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194482 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -18292370.000000 Penalty: 3960.878418
	Iteration 75Q: 3 clusters Score -1.829237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194470 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -18292390.000000 Penalty: 3960.878418
	Iteration 76Q: 3 clusters Score -1.829239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194461 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -18292378.000000 Penalty: 3960.878418
	Iteration 77Q: 3 clusters Score -1.829238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194455 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -18292378.000000 Penalty: 3960.878418
	Iteration 78Q: 3 clusters Score -1.829238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194450 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18292378.000000 Penalty: 3960.878418
	Iteration 79Q: 3 clusters Score -1.829238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194446 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -18292370.000000 Penalty: 3960.878418
	Iteration 80F: 3 clusters Score -1.829237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194443 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -18292380.000000 Penalty: 3960.878418
	Iteration 81Q: 3 clusters Score -1.829238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194443 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -18292384.000000 Penalty: 3960.878418
	Iteration 82Q: 3 clusters Score -1.829238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194442 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -18292378.000000 Penalty: 3960.878418
	Iteration 83Q: 3 clusters Score -1.829238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194441 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -18292378.000000 Penalty: 3960.878418
	Iteration 84Q: 3 clusters Score -1.829238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194444 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18292392.000000 Penalty: 3960.878418
	Iteration 85Q: 3 clusters Score -1.829239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194442 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -18292398.000000 Penalty: 3960.878418
	Iteration 86Q: 3 clusters Score -1.82924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194441 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -18292390.000000 Penalty: 3960.878418
	Iteration 87Q: 3 clusters Score -1.829239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194438 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -18292384.000000 Penalty: 3960.878418
	Iteration 88Q: 3 clusters Score -1.829238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194434 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -18292398.000000 Penalty: 3960.878418
	Iteration 89Q: 3 clusters Score -1.82924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194433 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -18292402.000000 Penalty: 3960.878418
	Iteration 90Q: 3 clusters Score -1.82924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194430 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -18292414.000000 Penalty: 3960.878418
	Iteration 91Q: 3 clusters Score -1.829241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194429 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -18292412.000000 Penalty: 3960.878418
	Iteration 92Q: 3 clusters Score -1.829241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194431 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18292408.000000 Penalty: 3960.878418
	Iteration 93Q: 3 clusters Score -1.829241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194430 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -18292416.000000 Penalty: 3960.878418
	Iteration 94Q: 3 clusters Score -1.829242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194430 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -18292416.000000 Penalty: 3960.878418
	Iteration 95F: 3 clusters Score -1.829242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Entering Unmasked Estep 
Score: -6045909.000000 Penalty: 1797.496338
	Iteration 0F: 2 clusters Score -6045909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -6003335.000000 Penalty: 3594.992676
	Iteration 0F: 3 clusters Score -6003335 nChanged 30019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -6020522.500000 Penalty: 3594.992676
	Iteration 1F: 3 clusters Score -6020522 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -6021223.000000 Penalty: 3594.992676
	Iteration 2Q: 3 clusters Score -6021223 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -6022298.000000 Penalty: 3594.992676
	Iteration 3Q: 3 clusters Score -6022298 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -6023689.500000 Penalty: 3594.992676
	Iteration 4Q: 3 clusters Score -6023690 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -6025599.500000 Penalty: 3594.992676
	Iteration 5F: 3 clusters Score -6025600 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -6027795.000000 Penalty: 3594.992676
	Iteration 6F: 3 clusters Score -6027795 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -6030287.000000 Penalty: 3594.992676
	Iteration 7F: 3 clusters Score -6030287 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -6032928.500000 Penalty: 3594.992676
	Iteration 8F: 3 clusters Score -6032928 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -6035386.000000 Penalty: 3594.992676
	Iteration 9F: 3 clusters Score -6035386 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6037055.000000 Penalty: 3594.992676
	Iteration 10Q: 3 clusters Score -6037055 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -6037810.000000 Penalty: 3594.992676
	Iteration 11Q: 3 clusters Score -6037810 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -6038079.000000 Penalty: 3594.992676
	Iteration 12Q: 3 clusters Score -6038079 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -6038216.000000 Penalty: 3594.992676
	Iteration 13Q: 3 clusters Score -6038216 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -6038332.500000 Penalty: 3594.992676
	Iteration 14Q: 3 clusters Score -6038332 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -6038398.500000 Penalty: 3594.992676
	Iteration 15Q: 3 clusters Score -6038398 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -6038524.000000 Penalty: 3594.992676
	Iteration 16Q: 3 clusters Score -6038524 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -6038555.500000 Penalty: 3594.992676
	Iteration 17Q: 3 clusters Score -6038556 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -6038589.000000 Penalty: 3594.992676
	Iteration 18Q: 3 clusters Score -6038589 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -6038594.500000 Penalty: 3594.992676
	Iteration 19Q: 3 clusters Score -6038594 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -6038583.500000 Penalty: 3594.992676
	Iteration 20F: 3 clusters Score -6038584 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -6038614.000000 Penalty: 3594.992676
	Iteration 21Q: 3 clusters Score -6038614 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -6038628.500000 Penalty: 3594.992676
	Iteration 22Q: 3 clusters Score -6038628 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6038641.500000 Penalty: 3594.992676
	Iteration 23Q: 3 clusters Score -6038642 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -6038670.000000 Penalty: 3594.992676
	Iteration 24Q: 3 clusters Score -6038670 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6038697.500000 Penalty: 3594.992676
	Iteration 25Q: 3 clusters Score -6038698 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -6038711.000000 Penalty: 3594.992676
	Iteration 26Q: 3 clusters Score -6038711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6038715.000000 Penalty: 3594.992676
	Iteration 27Q: 3 clusters Score -6038715 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -6038713.500000 Penalty: 3594.992676
	Iteration 28Q: 3 clusters Score -6038714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -6038730.000000 Penalty: 3594.992676
	Iteration 29Q: 3 clusters Score -6038730 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -6038734.000000 Penalty: 3594.992676
	Iteration 30Q: 3 clusters Score -6038734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -6038739.000000 Penalty: 3594.992676
	Iteration 31Q: 3 clusters Score -6038739 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -6038746.000000 Penalty: 3594.992676
	Iteration 32Q: 3 clusters Score -6038746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6038757.000000 Penalty: 3594.992676
	Iteration 33Q: 3 clusters Score -6038757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -6038758.000000 Penalty: 3594.992676
	Iteration 34Q: 3 clusters Score -6038758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -6038765.000000 Penalty: 3594.992676
	Iteration 35Q: 3 clusters Score -6038765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -6038764.500000 Penalty: 3594.992676
	Iteration 36Q: 3 clusters Score -6038764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -6038774.000000 Penalty: 3594.992676
	Iteration 37Q: 3 clusters Score -6038774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6038765.000000 Penalty: 3594.992676
	Iteration 38Q: 3 clusters Score -6038765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6038772.500000 Penalty: 3594.992676
	Iteration 39Q: 3 clusters Score -6038772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -6038768.000000 Penalty: 3594.992676
	Iteration 40F: 3 clusters Score -6038768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -6038766.000000 Penalty: 3594.992676
	Iteration 41Q: 3 clusters Score -6038766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -6038774.500000 Penalty: 3594.992676
	Iteration 42Q: 3 clusters Score -6038774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -6038778.500000 Penalty: 3594.992676
	Iteration 43Q: 3 clusters Score -6038778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -6038778.000000 Penalty: 3594.992676
	Iteration 44Q: 3 clusters Score -6038778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -6038779.500000 Penalty: 3594.992676
	Iteration 45Q: 3 clusters Score -6038780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -6038769.500000 Penalty: 3594.992676
	Iteration 46Q: 3 clusters Score -6038770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -6038773.500000 Penalty: 3594.992676
	Iteration 47Q: 3 clusters Score -6038774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6038782.000000 Penalty: 3594.992676
	Iteration 48Q: 3 clusters Score -6038782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -6038775.000000 Penalty: 3594.992676
	Iteration 49Q: 3 clusters Score -6038775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -6038784.500000 Penalty: 3594.992676
	Iteration 50Q: 3 clusters Score -6038784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -6038787.500000 Penalty: 3594.992676
	Iteration 51Q: 3 clusters Score -6038788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -6038788.000000 Penalty: 3594.992676
	Iteration 52Q: 3 clusters Score -6038788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -6038785.000000 Penalty: 3594.992676
	Iteration 53Q: 3 clusters Score -6038785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -6038793.500000 Penalty: 3594.992676
	Iteration 54Q: 3 clusters Score -6038794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -6038789.500000 Penalty: 3594.992676
	Iteration 55Q: 3 clusters Score -6038790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -6038787.500000 Penalty: 3594.992676
	Iteration 56Q: 3 clusters Score -6038788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -6038783.500000 Penalty: 3594.992676
	Iteration 57Q: 3 clusters Score -6038784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -6038786.500000 Penalty: 3594.992676
	Iteration 58Q: 3 clusters Score -6038786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -6038789.000000 Penalty: 3594.992676
	Iteration 59Q: 3 clusters Score -6038789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -6038799.500000 Penalty: 3594.992676
	Iteration 60F: 3 clusters Score -6038800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -6038787.000000 Penalty: 3594.992676
	Iteration 61Q: 3 clusters Score -6038787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -6038791.000000 Penalty: 3594.992676
	Iteration 62Q: 3 clusters Score -6038791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -6038789.500000 Penalty: 3594.992676
	Iteration 63Q: 3 clusters Score -6038790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6038794.000000 Penalty: 3594.992676
	Iteration 64Q: 3 clusters Score -6038794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6038797.000000 Penalty: 3594.992676
	Iteration 65Q: 3 clusters Score -6038797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6038790.000000 Penalty: 3594.992676
	Iteration 66Q: 3 clusters Score -6038790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -6038793.500000 Penalty: 3594.992676
	Iteration 67Q: 3 clusters Score -6038794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -6038788.000000 Penalty: 3594.992676
	Iteration 68Q: 3 clusters Score -6038788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -6038787.500000 Penalty: 3594.992676
	Iteration 69Q: 3 clusters Score -6038788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6038786.000000 Penalty: 3594.992676
	Iteration 70Q: 3 clusters Score -6038786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -6038787.500000 Penalty: 3594.992676
	Iteration 71Q: 3 clusters Score -6038788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -6038784.500000 Penalty: 3594.992676
	Iteration 72Q: 3 clusters Score -6038784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6038785.500000 Penalty: 3594.992676
	Iteration 73Q: 3 clusters Score -6038786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6038785.500000 Penalty: 3594.992676
	Iteration 74F: 3 clusters Score -6038786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -88108.945312 Penalty: 1136.960815
	Iteration 0F: 2 clusters Score -88108.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86592.695312 Penalty: 2273.921631
	Iteration 0F: 3 clusters Score -86592.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -86888.984375 Penalty: 2273.921631
	Iteration 1F: 3 clusters Score -86888.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86979.187500 Penalty: 2273.921631
	Iteration 2F: 3 clusters Score -86979.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -87025.015625 Penalty: 2273.921631
	Iteration 3Q: 3 clusters Score -87025.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87037.976562 Penalty: 2273.921631
	Iteration 4Q: 3 clusters Score -87037.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87044.882812 Penalty: 2273.921631
	Iteration 5Q: 3 clusters Score -87044.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87049.710938 Penalty: 2273.921631
	Iteration 6Q: 3 clusters Score -87049.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -87054.742188 Penalty: 2273.921631
	Iteration 7Q: 3 clusters Score -87054.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -87057.867188 Penalty: 2273.921631
	Iteration 8Q: 3 clusters Score -87057.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -87063.023438 Penalty: 2273.921631
	Iteration 9Q: 3 clusters Score -87063.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -87064.140625 Penalty: 2273.921631
	Iteration 10Q: 3 clusters Score -87064.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -87064.820312 Penalty: 2273.921631
	Iteration 11Q: 3 clusters Score -87064.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87066.070312 Penalty: 2273.921631
	Iteration 12Q: 3 clusters Score -87066.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87067.062500 Penalty: 2273.921631
	Iteration 13Q: 3 clusters Score -87067.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -87068.093750 Penalty: 2273.921631
	Iteration 14Q: 3 clusters Score -87068.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -87068.617188 Penalty: 2273.921631
	Iteration 15Q: 3 clusters Score -87068.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87068.992188 Penalty: 2273.921631
	Iteration 16Q: 3 clusters Score -87068.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87068.992188 Penalty: 2273.921631
	Iteration 17F: 3 clusters Score -87068.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -408027.593750 Penalty: 1369.288818
	Iteration 0F: 2 clusters Score -408027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -404302.406250 Penalty: 2738.577637
	Iteration 0F: 3 clusters Score -404302.4 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -405242.406250 Penalty: 2738.577637
	Iteration 1F: 3 clusters Score -405242.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -405402.125000 Penalty: 2738.577637
	Iteration 2F: 3 clusters Score -405402.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -405521.625000 Penalty: 2738.577637
	Iteration 3F: 3 clusters Score -405521.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -405616.812500 Penalty: 2738.577637
	Iteration 4Q: 3 clusters Score -405616.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -405708.250000 Penalty: 2738.577637
	Iteration 5Q: 3 clusters Score -405708.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -405783.531250 Penalty: 2738.577637
	Iteration 6Q: 3 clusters Score -405783.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -405845.000000 Penalty: 2738.577637
	Iteration 7Q: 3 clusters Score -405845 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -405903.468750 Penalty: 2738.577637
	Iteration 8Q: 3 clusters Score -405903.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -405971.000000 Penalty: 2738.577637
	Iteration 9Q: 3 clusters Score -405971 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -406052.375000 Penalty: 2738.577637
	Iteration 10Q: 3 clusters Score -406052.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -406149.718750 Penalty: 2738.577637
	Iteration 11Q: 3 clusters Score -406149.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -406242.750000 Penalty: 2738.577637
	Iteration 12Q: 3 clusters Score -406242.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -406331.062500 Penalty: 2738.577637
	Iteration 13Q: 3 clusters Score -406331.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -406427.031250 Penalty: 2738.577637
	Iteration 14Q: 3 clusters Score -406427 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -406520.656250 Penalty: 2738.577637
	Iteration 15Q: 3 clusters Score -406520.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -406591.218750 Penalty: 2738.577637
	Iteration 16Q: 3 clusters Score -406591.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -406660.343750 Penalty: 2738.577637
	Iteration 17Q: 3 clusters Score -406660.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -406723.250000 Penalty: 2738.577637
	Iteration 18Q: 3 clusters Score -406723.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -406768.656250 Penalty: 2738.577637
	Iteration 19Q: 3 clusters Score -406768.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -406799.218750 Penalty: 2738.577637
	Iteration 20F: 3 clusters Score -406799.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -406816.937500 Penalty: 2738.577637
	Iteration 21Q: 3 clusters Score -406816.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -406827.000000 Penalty: 2738.577637
	Iteration 22Q: 3 clusters Score -406827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -406835.437500 Penalty: 2738.577637
	Iteration 23Q: 3 clusters Score -406835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -406842.500000 Penalty: 2738.577637
	Iteration 24Q: 3 clusters Score -406842.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -406852.875000 Penalty: 2738.577637
	Iteration 25Q: 3 clusters Score -406852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -406857.531250 Penalty: 2738.577637
	Iteration 26Q: 3 clusters Score -406857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -406861.656250 Penalty: 2738.577637
	Iteration 27Q: 3 clusters Score -406861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -406863.906250 Penalty: 2738.577637
	Iteration 28Q: 3 clusters Score -406863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -406865.437500 Penalty: 2738.577637
	Iteration 29Q: 3 clusters Score -406865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -406867.031250 Penalty: 2738.577637
	Iteration 30Q: 3 clusters Score -406867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -406868.625000 Penalty: 2738.577637
	Iteration 31Q: 3 clusters Score -406868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -406869.687500 Penalty: 2738.577637
	Iteration 32Q: 3 clusters Score -406869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -406870.156250 Penalty: 2738.577637
	Iteration 33Q: 3 clusters Score -406870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -406870.156250 Penalty: 2738.577637
	Iteration 34F: 3 clusters Score -406870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Entering Unmasked Estep 
Score: -4566080.500000 Penalty: 1752.569336
	Iteration 0F: 2 clusters Score -4566080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4533892.500000 Penalty: 3505.138672
	Iteration 0F: 3 clusters Score -4533892 nChanged 22601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4546534.000000 Penalty: 3505.138672
	Iteration 1F: 3 clusters Score -4546534 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -4546965.000000 Penalty: 3505.138672
	Iteration 2Q: 3 clusters Score -4546965 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4547351.500000 Penalty: 3505.138672
	Iteration 3Q: 3 clusters Score -4547352 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4547788.000000 Penalty: 3505.138672
	Iteration 4Q: 3 clusters Score -4547788 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4548247.000000 Penalty: 3505.138672
	Iteration 5Q: 3 clusters Score -4548247 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4548842.000000 Penalty: 3505.138672
	Iteration 6Q: 3 clusters Score -4548842 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4549624.500000 Penalty: 3505.138672
	Iteration 7Q: 3 clusters Score -4549624 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4550607.000000 Penalty: 3505.138672
	Iteration 8Q: 3 clusters Score -4550607 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4551913.500000 Penalty: 3505.138672
	Iteration 9Q: 3 clusters Score -4551914 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4553531.000000 Penalty: 3505.138672
	Iteration 10F: 3 clusters Score -4553531 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4555197.000000 Penalty: 3505.138672
	Iteration 11F: 3 clusters Score -4555197 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4556524.500000 Penalty: 3505.138672
	Iteration 12Q: 3 clusters Score -4556524 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -4557420.000000 Penalty: 3505.138672
	Iteration 13Q: 3 clusters Score -4557420 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4557964.000000 Penalty: 3505.138672
	Iteration 14Q: 3 clusters Score -4557964 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4558330.500000 Penalty: 3505.138672
	Iteration 15Q: 3 clusters Score -4558330 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4558702.500000 Penalty: 3505.138672
	Iteration 16Q: 3 clusters Score -4558702 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4559091.500000 Penalty: 3505.138672
	Iteration 17Q: 3 clusters Score -4559092 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -4559457.000000 Penalty: 3505.138672
	Iteration 18Q: 3 clusters Score -4559457 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -4559930.000000 Penalty: 3505.138672
	Iteration 19Q: 3 clusters Score -4559930 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4560431.000000 Penalty: 3505.138672
	Iteration 20F: 3 clusters Score -4560431 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4560927.500000 Penalty: 3505.138672
	Iteration 21Q: 3 clusters Score -4560928 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4561436.000000 Penalty: 3505.138672
	Iteration 22Q: 3 clusters Score -4561436 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4561979.000000 Penalty: 3505.138672
	Iteration 23Q: 3 clusters Score -4561979 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4562487.500000 Penalty: 3505.138672
	Iteration 24Q: 3 clusters Score -4562488 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4562916.000000 Penalty: 3505.138672
	Iteration 25Q: 3 clusters Score -4562916 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4563331.500000 Penalty: 3505.138672
	Iteration 26Q: 3 clusters Score -4563332 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4563729.000000 Penalty: 3505.138672
	Iteration 27Q: 3 clusters Score -4563729 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4564049.500000 Penalty: 3505.138672
	Iteration 28Q: 3 clusters Score -4564050 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4564293.500000 Penalty: 3505.138672
	Iteration 29Q: 3 clusters Score -4564294 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4564441.000000 Penalty: 3505.138672
	Iteration 30Q: 3 clusters Score -4564441 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4564575.500000 Penalty: 3505.138672
	Iteration 31Q: 3 clusters Score -4564576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4564634.500000 Penalty: 3505.138672
	Iteration 32Q: 3 clusters Score -4564634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4564670.500000 Penalty: 3505.138672
	Iteration 33Q: 3 clusters Score -4564670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4564702.500000 Penalty: 3505.138672
	Iteration 34Q: 3 clusters Score -4564702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4564725.500000 Penalty: 3505.138672
	Iteration 35Q: 3 clusters Score -4564726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4564743.500000 Penalty: 3505.138672
	Iteration 36Q: 3 clusters Score -4564744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4564758.000000 Penalty: 3505.138672
	Iteration 37Q: 3 clusters Score -4564758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4564765.000000 Penalty: 3505.138672
	Iteration 38Q: 3 clusters Score -4564765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4564771.500000 Penalty: 3505.138672
	Iteration 39Q: 3 clusters Score -4564772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4564789.500000 Penalty: 3505.138672
	Iteration 40F: 3 clusters Score -4564790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4564801.500000 Penalty: 3505.138672
	Iteration 41Q: 3 clusters Score -4564802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4564802.500000 Penalty: 3505.138672
	Iteration 42Q: 3 clusters Score -4564802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4564805.500000 Penalty: 3505.138672
	Iteration 43Q: 3 clusters Score -4564806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4564811.000000 Penalty: 3505.138672
	Iteration 44Q: 3 clusters Score -4564811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4564816.500000 Penalty: 3505.138672
	Iteration 45Q: 3 clusters Score -4564816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4564818.000000 Penalty: 3505.138672
	Iteration 46Q: 3 clusters Score -4564818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4564817.500000 Penalty: 3505.138672
	Iteration 47Q: 3 clusters Score -4564818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4564820.000000 Penalty: 3505.138672
	Iteration 48Q: 3 clusters Score -4564820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4564821.500000 Penalty: 3505.138672
	Iteration 49Q: 3 clusters Score -4564822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4564832.000000 Penalty: 3505.138672
	Iteration 50Q: 3 clusters Score -4564832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4564830.000000 Penalty: 3505.138672
	Iteration 51Q: 3 clusters Score -4564830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4564831.500000 Penalty: 3505.138672
	Iteration 52Q: 3 clusters Score -4564832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4564836.500000 Penalty: 3505.138672
	Iteration 53Q: 3 clusters Score -4564836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4564843.500000 Penalty: 3505.138672
	Iteration 54Q: 3 clusters Score -4564844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4564840.000000 Penalty: 3505.138672
	Iteration 55Q: 3 clusters Score -4564840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4564842.000000 Penalty: 3505.138672
	Iteration 56Q: 3 clusters Score -4564842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4564843.000000 Penalty: 3505.138672
	Iteration 57Q: 3 clusters Score -4564843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4564849.500000 Penalty: 3505.138672
	Iteration 58Q: 3 clusters Score -4564850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4564850.500000 Penalty: 3505.138672
	Iteration 59Q: 3 clusters Score -4564850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4564844.500000 Penalty: 3505.138672
	Iteration 60F: 3 clusters Score -4564844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4564846.500000 Penalty: 3505.138672
	Iteration 61Q: 3 clusters Score -4564846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4564845.000000 Penalty: 3505.138672
	Iteration 62Q: 3 clusters Score -4564845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4564845.500000 Penalty: 3505.138672
	Iteration 63Q: 3 clusters Score -4564846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4564849.000000 Penalty: 3505.138672
	Iteration 64Q: 3 clusters Score -4564849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4564853.500000 Penalty: 3505.138672
	Iteration 65Q: 3 clusters Score -4564854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4564856.000000 Penalty: 3505.138672
	Iteration 66Q: 3 clusters Score -4564856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4564857.500000 Penalty: 3505.138672
	Iteration 67Q: 3 clusters Score -4564858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4564853.000000 Penalty: 3505.138672
	Iteration 68Q: 3 clusters Score -4564853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4564859.500000 Penalty: 3505.138672
	Iteration 69Q: 3 clusters Score -4564860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4564863.000000 Penalty: 3505.138672
	Iteration 70Q: 3 clusters Score -4564863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4564863.000000 Penalty: 3505.138672
	Iteration 71Q: 3 clusters Score -4564863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4564865.000000 Penalty: 3505.138672
	Iteration 72Q: 3 clusters Score -4564865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4564869.000000 Penalty: 3505.138672
	Iteration 73Q: 3 clusters Score -4564869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4564871.000000 Penalty: 3505.138672
	Iteration 74Q: 3 clusters Score -4564871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4564870.000000 Penalty: 3505.138672
	Iteration 75Q: 3 clusters Score -4564870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4564879.000000 Penalty: 3505.138672
	Iteration 76Q: 3 clusters Score -4564879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4564880.500000 Penalty: 3505.138672
	Iteration 77Q: 3 clusters Score -4564880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4564883.000000 Penalty: 3505.138672
	Iteration 78Q: 3 clusters Score -4564883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4564880.000000 Penalty: 3505.138672
	Iteration 79Q: 3 clusters Score -4564880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4564880.000000 Penalty: 3505.138672
	Iteration 80F: 3 clusters Score -4564880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Entering Unmasked Estep 
Score: -2386545.500000 Penalty: 1656.487061
	Iteration 0F: 2 clusters Score -2386546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2368420.500000 Penalty: 3312.974121
	Iteration 0F: 3 clusters Score -2368420 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2375392.500000 Penalty: 3312.974121
	Iteration 1F: 3 clusters Score -2375392 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2375789.750000 Penalty: 3312.974121
	Iteration 2Q: 3 clusters Score -2375790 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2376159.750000 Penalty: 3312.974121
	Iteration 3Q: 3 clusters Score -2376160 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2376524.250000 Penalty: 3312.974121
	Iteration 4Q: 3 clusters Score -2376524 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2376984.250000 Penalty: 3312.974121
	Iteration 5Q: 3 clusters Score -2376984 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2377622.750000 Penalty: 3312.974121
	Iteration 6Q: 3 clusters Score -2377623 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2378443.250000 Penalty: 3312.974121
	Iteration 7Q: 3 clusters Score -2378443 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2379423.250000 Penalty: 3312.974121
	Iteration 8F: 3 clusters Score -2379423 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2380490.500000 Penalty: 3312.974121
	Iteration 9F: 3 clusters Score -2380490 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2381509.750000 Penalty: 3312.974121
	Iteration 10Q: 3 clusters Score -2381510 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2382320.000000 Penalty: 3312.974121
	Iteration 11Q: 3 clusters Score -2382320 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2382921.500000 Penalty: 3312.974121
	Iteration 12Q: 3 clusters Score -2382922 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2383350.250000 Penalty: 3312.974121
	Iteration 13Q: 3 clusters Score -2383350 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2383689.250000 Penalty: 3312.974121
	Iteration 14Q: 3 clusters Score -2383689 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2384021.750000 Penalty: 3312.974121
	Iteration 15Q: 3 clusters Score -2384022 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2384300.500000 Penalty: 3312.974121
	Iteration 16Q: 3 clusters Score -2384300 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2384502.750000 Penalty: 3312.974121
	Iteration 17Q: 3 clusters Score -2384503 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2384670.000000 Penalty: 3312.974121
	Iteration 18Q: 3 clusters Score -2384670 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2384779.000000 Penalty: 3312.974121
	Iteration 19Q: 3 clusters Score -2384779 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2384868.250000 Penalty: 3312.974121
	Iteration 20F: 3 clusters Score -2384868 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2384947.000000 Penalty: 3312.974121
	Iteration 21Q: 3 clusters Score -2384947 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2385011.250000 Penalty: 3312.974121
	Iteration 22Q: 3 clusters Score -2385011 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2385057.250000 Penalty: 3312.974121
	Iteration 23Q: 3 clusters Score -2385057 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2385114.500000 Penalty: 3312.974121
	Iteration 24Q: 3 clusters Score -2385114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2385146.750000 Penalty: 3312.974121
	Iteration 25Q: 3 clusters Score -2385147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2385169.000000 Penalty: 3312.974121
	Iteration 26Q: 3 clusters Score -2385169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2385187.750000 Penalty: 3312.974121
	Iteration 27Q: 3 clusters Score -2385188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2385195.250000 Penalty: 3312.974121
	Iteration 28Q: 3 clusters Score -2385195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2385201.500000 Penalty: 3312.974121
	Iteration 29Q: 3 clusters Score -2385202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2385203.750000 Penalty: 3312.974121
	Iteration 30Q: 3 clusters Score -2385204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2385208.500000 Penalty: 3312.974121
	Iteration 31Q: 3 clusters Score -2385208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2385215.250000 Penalty: 3312.974121
	Iteration 32Q: 3 clusters Score -2385215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2385219.500000 Penalty: 3312.974121
	Iteration 33Q: 3 clusters Score -2385220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2385223.250000 Penalty: 3312.974121
	Iteration 34Q: 3 clusters Score -2385223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2385224.000000 Penalty: 3312.974121
	Iteration 35Q: 3 clusters Score -2385224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2385223.000000 Penalty: 3312.974121
	Iteration 36Q: 3 clusters Score -2385223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2385226.750000 Penalty: 3312.974121
	Iteration 37Q: 3 clusters Score -2385227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2385233.000000 Penalty: 3312.974121
	Iteration 38Q: 3 clusters Score -2385233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2385234.000000 Penalty: 3312.974121
	Iteration 39Q: 3 clusters Score -2385234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2385233.250000 Penalty: 3312.974121
	Iteration 40F: 3 clusters Score -2385233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2385236.500000 Penalty: 3312.974121
	Iteration 41Q: 3 clusters Score -2385236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2385239.750000 Penalty: 3312.974121
	Iteration 42Q: 3 clusters Score -2385240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2385242.750000 Penalty: 3312.974121
	Iteration 43Q: 3 clusters Score -2385243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2385240.000000 Penalty: 3312.974121
	Iteration 44Q: 3 clusters Score -2385240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2385241.750000 Penalty: 3312.974121
	Iteration 45Q: 3 clusters Score -2385242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2385241.750000 Penalty: 3312.974121
	Iteration 46F: 3 clusters Score -2385242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -43051.265625 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -43051.27 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 268 members 
Entering Unmasked Estep 
Score: -41993.449219 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -41993.45 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42172.613281 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -42172.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42218.023438 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -42218.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42238.828125 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -42238.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42250.566406 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -42250.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42255.671875 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -42255.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42256.933594 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -42256.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42256.933594 Penalty: 2033.741943
	Iteration 7F: 3 clusters Score -42256.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -45935.835938 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -45935.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44809.312500 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -44809.31 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45130.375000 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -45130.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45420.371094 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -45420.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45634.003906 Penalty: 2124.895508
	Iteration 3F: 3 clusters Score -45634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45938.574219 Penalty: 2124.895508
	Iteration 4F: 3 clusters Score -45938.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46131.675781 Penalty: 2124.895508
	Iteration 5F: 3 clusters Score -46131.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46213.781250 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -46213.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46256.363281 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -46256.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46298.242188 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -46298.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46332.640625 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -46332.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46349.503906 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -46349.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46369.304688 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -46369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46383.316406 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -46383.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46390.550781 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -46390.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46391.683594 Penalty: 2124.895508
	Iteration 14Q: 3 clusters Score -46391.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46391.683594 Penalty: 2124.895508
	Iteration 15F: 3 clusters Score -46391.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196284 members 
Mstep: Class 5 contains 63673 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48293 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67982 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57000 members 
Entering Unmasked Estep 
Score: -66448420.000000 Penalty: 46052.835938
Splitting cluster 11 changes total score from -66449040.000000 to -66448420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -53480.378906 Penalty: 1062.917358
	Iteration 0F: 2 clusters Score -53480.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52282.097656 Penalty: 2125.834717
	Iteration 0F: 3 clusters Score -52282.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52564.054688 Penalty: 2125.834717
	Iteration 1F: 3 clusters Score -52564.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52680.496094 Penalty: 2125.834717
	Iteration 2F: 3 clusters Score -52680.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52735.546875 Penalty: 2125.834717
	Iteration 3Q: 3 clusters Score -52735.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52755.933594 Penalty: 2125.834717
	Iteration 4Q: 3 clusters Score -52755.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52771.000000 Penalty: 2125.834717
	Iteration 5Q: 3 clusters Score -52771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52787.726562 Penalty: 2125.834717
	Iteration 6Q: 3 clusters Score -52787.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52802.500000 Penalty: 2125.834717
	Iteration 7Q: 3 clusters Score -52802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52806.699219 Penalty: 2125.834717
	Iteration 8Q: 3 clusters Score -52806.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52822.136719 Penalty: 2125.834717
	Iteration 9Q: 3 clusters Score -52822.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52831.320312 Penalty: 2125.834717
	Iteration 10Q: 3 clusters Score -52831.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52839.691406 Penalty: 2125.834717
	Iteration 11Q: 3 clusters Score -52839.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52855.027344 Penalty: 2125.834717
	Iteration 12Q: 3 clusters Score -52855.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -52877.722656 Penalty: 2125.834717
	Iteration 13Q: 3 clusters Score -52877.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -52892.402344 Penalty: 2125.834717
	Iteration 14Q: 3 clusters Score -52892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52902.242188 Penalty: 2125.834717
	Iteration 15Q: 3 clusters Score -52902.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52911.046875 Penalty: 2125.834717
	Iteration 16Q: 3 clusters Score -52911.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52923.875000 Penalty: 2125.834717
	Iteration 17Q: 3 clusters Score -52923.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52928.468750 Penalty: 2125.834717
	Iteration 18Q: 3 clusters Score -52928.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52931.312500 Penalty: 2125.834717
	Iteration 19Q: 3 clusters Score -52931.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52933.945312 Penalty: 2125.834717
	Iteration 20F: 3 clusters Score -52933.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52941.136719 Penalty: 2125.834717
	Iteration 21Q: 3 clusters Score -52941.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52949.140625 Penalty: 2125.834717
	Iteration 22Q: 3 clusters Score -52949.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -52952.902344 Penalty: 2125.834717
	Iteration 23Q: 3 clusters Score -52952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -52953.875000 Penalty: 2125.834717
	Iteration 24Q: 3 clusters Score -52953.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -52955.195312 Penalty: 2125.834717
	Iteration 25Q: 3 clusters Score -52955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52959.625000 Penalty: 2125.834717
	Iteration 26Q: 3 clusters Score -52959.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52971.191406 Penalty: 2125.834717
	Iteration 27Q: 3 clusters Score -52971.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52977.878906 Penalty: 2125.834717
	Iteration 28Q: 3 clusters Score -52977.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -52989.980469 Penalty: 2125.834717
	Iteration 29Q: 3 clusters Score -52989.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53005.742188 Penalty: 2125.834717
	Iteration 30Q: 3 clusters Score -53005.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -53020.000000 Penalty: 2125.834717
	Iteration 31Q: 3 clusters Score -53020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -53027.656250 Penalty: 2125.834717
	Iteration 32Q: 3 clusters Score -53027.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -53028.996094 Penalty: 2125.834717
	Iteration 33Q: 3 clusters Score -53029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -53038.371094 Penalty: 2125.834717
	Iteration 34Q: 3 clusters Score -53038.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -53044.050781 Penalty: 2125.834717
	Iteration 35Q: 3 clusters Score -53044.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -53047.964844 Penalty: 2125.834717
	Iteration 36Q: 3 clusters Score -53047.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -53048.941406 Penalty: 2125.834717
	Iteration 37Q: 3 clusters Score -53048.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -53049.230469 Penalty: 2125.834717
	Iteration 38Q: 3 clusters Score -53049.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -53049.851562 Penalty: 2125.834717
	Iteration 39Q: 3 clusters Score -53049.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -53049.851562 Penalty: 2125.834717
	Iteration 40F: 3 clusters Score -53049.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -1024291.625000 Penalty: 1511.635498
	Iteration 0F: 2 clusters Score -1024292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1016491.312500 Penalty: 3023.270996
	Iteration 0F: 3 clusters Score -1016491 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1019009.375000 Penalty: 3023.270996
	Iteration 1F: 3 clusters Score -1019009 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1019230.875000 Penalty: 3023.270996
	Iteration 2F: 3 clusters Score -1019231 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1019463.750000 Penalty: 3023.270996
	Iteration 3Q: 3 clusters Score -1019464 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1019729.312500 Penalty: 3023.270996
	Iteration 4Q: 3 clusters Score -1019729 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1020057.062500 Penalty: 3023.270996
	Iteration 5F: 3 clusters Score -1020057 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1020489.062500 Penalty: 3023.270996
	Iteration 6F: 3 clusters Score -1020489 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1021016.437500 Penalty: 3023.270996
	Iteration 7F: 3 clusters Score -1021016 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1021571.187500 Penalty: 3023.270996
	Iteration 8F: 3 clusters Score -1021571 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1022100.062500 Penalty: 3023.270996
	Iteration 9F: 3 clusters Score -1022100 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1022503.062500 Penalty: 3023.270996
	Iteration 10Q: 3 clusters Score -1022503 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1022749.375000 Penalty: 3023.270996
	Iteration 11Q: 3 clusters Score -1022749 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1022895.375000 Penalty: 3023.270996
	Iteration 12Q: 3 clusters Score -1022895 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1022961.875000 Penalty: 3023.270996
	Iteration 13Q: 3 clusters Score -1022962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1023007.750000 Penalty: 3023.270996
	Iteration 14Q: 3 clusters Score -1023008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1023031.875000 Penalty: 3023.270996
	Iteration 15Q: 3 clusters Score -1023032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1023055.062500 Penalty: 3023.270996
	Iteration 16Q: 3 clusters Score -1023055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1023067.875000 Penalty: 3023.270996
	Iteration 17Q: 3 clusters Score -1023068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1023069.437500 Penalty: 3023.270996
	Iteration 18Q: 3 clusters Score -1023069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1023074.062500 Penalty: 3023.270996
	Iteration 19Q: 3 clusters Score -1023074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1023076.750000 Penalty: 3023.270996
	Iteration 20F: 3 clusters Score -1023077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1023080.875000 Penalty: 3023.270996
	Iteration 21Q: 3 clusters Score -1023081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1023080.500000 Penalty: 3023.270996
	Iteration 22Q: 3 clusters Score -1023080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1023081.125000 Penalty: 3023.270996
	Iteration 23Q: 3 clusters Score -1023081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1023082.250000 Penalty: 3023.270996
	Iteration 24Q: 3 clusters Score -1023082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1023082.250000 Penalty: 3023.270996
	Iteration 25F: 3 clusters Score -1023082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9223.758789 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -9223.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8640.083008 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -8640.083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8876.750000 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -8876.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9063.971680 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -9063.972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9173.464844 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -9173.465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9263.554688 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -9263.555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9292.803711 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -9292.804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9330.304688 Penalty: 1717.041138
	Iteration 6Q: 3 clusters Score -9330.305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9344.237305 Penalty: 1717.041138
	Iteration 7Q: 3 clusters Score -9344.237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9405.015625 Penalty: 1717.041138
	Iteration 8Q: 3 clusters Score -9405.016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9420.557617 Penalty: 1717.041138
	Iteration 9Q: 3 clusters Score -9420.558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9432.344727 Penalty: 1717.041138
	Iteration 10Q: 3 clusters Score -9432.345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9452.090820 Penalty: 1717.041138
	Iteration 11Q: 3 clusters Score -9452.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9452.090820 Penalty: 1717.041138
	Iteration 12F: 3 clusters Score -9452.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 196284 members 
Mstep: Class 5 contains 63673 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 48293 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 10964 members 
Mstep: Class 14 contains 70 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 187394 members 
Mstep: Class 17 contains 67982 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 57000 members 
Entering Unmasked Estep 
Score: -66447940.000000 Penalty: 46052.835938
Splitting cluster 14 changes total score from -66449040.000000 to -66447940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (187394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187394 members 
Entering Unmasked Estep 
Score: -17561918.000000 Penalty: 1972.907349
	Iteration 0F: 2 clusters Score -1.756192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -17442354.000000 Penalty: 3945.814697
	Iteration 0F: 3 clusters Score -1.744235e+07 nChanged 90522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 91973 members 
Entering Unmasked Estep 
Score: -17496342.000000 Penalty: 3945.814697
	Iteration 1F: 3 clusters Score -1.749634e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96657 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -17498934.000000 Penalty: 3945.814697
	Iteration 2Q: 3 clusters Score -1.749893e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -17503068.000000 Penalty: 3945.814697
	Iteration 3Q: 3 clusters Score -1.750307e+07 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -17509370.000000 Penalty: 3945.814697
	Iteration 4F: 3 clusters Score -1.750937e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -17518222.000000 Penalty: 3945.814697
	Iteration 5F: 3 clusters Score -1.751822e+07 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111055 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -17529102.000000 Penalty: 3945.814697
	Iteration 6F: 3 clusters Score -1.75291e+07 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113574 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -17537360.000000 Penalty: 3945.814697
	Iteration 7F: 3 clusters Score -1.753736e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -17540804.000000 Penalty: 3945.814697
	Iteration 8F: 3 clusters Score -1.75408e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -17541604.000000 Penalty: 3945.814697
	Iteration 9Q: 3 clusters Score -1.75416e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -17541876.000000 Penalty: 3945.814697
	Iteration 10Q: 3 clusters Score -1.754188e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -17542048.000000 Penalty: 3945.814697
	Iteration 11Q: 3 clusters Score -1.754205e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -17542264.000000 Penalty: 3945.814697
	Iteration 12Q: 3 clusters Score -1.754226e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -17542558.000000 Penalty: 3945.814697
	Iteration 13Q: 3 clusters Score -1.754256e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -17542872.000000 Penalty: 3945.814697
	Iteration 14Q: 3 clusters Score -1.754287e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -17543218.000000 Penalty: 3945.814697
	Iteration 15Q: 3 clusters Score -1.754322e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -17543492.000000 Penalty: 3945.814697
	Iteration 16Q: 3 clusters Score -1.754349e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 96989 members 
Entering Unmasked Estep 
Score: -17543924.000000 Penalty: 3945.814697
	Iteration 17Q: 3 clusters Score -1.754392e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -17544158.000000 Penalty: 3945.814697
	Iteration 18Q: 3 clusters Score -1.754416e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -17544456.000000 Penalty: 3945.814697
	Iteration 19Q: 3 clusters Score -1.754446e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -17544780.000000 Penalty: 3945.814697
	Iteration 20F: 3 clusters Score -1.754478e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -17545026.000000 Penalty: 3945.814697
	Iteration 21Q: 3 clusters Score -1.754503e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -17545212.000000 Penalty: 3945.814697
	Iteration 22Q: 3 clusters Score -1.754521e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -17545340.000000 Penalty: 3945.814697
	Iteration 23Q: 3 clusters Score -1.754534e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -17545476.000000 Penalty: 3945.814697
	Iteration 24Q: 3 clusters Score -1.754548e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 110151 members 
Entering Unmasked Estep 
Score: -17545548.000000 Penalty: 3945.814697
	Iteration 25Q: 3 clusters Score -1.754555e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -17545618.000000 Penalty: 3945.814697
	Iteration 26Q: 3 clusters Score -1.754562e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 111653 members 
Entering Unmasked Estep 
Score: -17545700.000000 Penalty: 3945.814697
	Iteration 27Q: 3 clusters Score -1.75457e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 112289 members 
Entering Unmasked Estep 
Score: -17545770.000000 Penalty: 3945.814697
	Iteration 28Q: 3 clusters Score -1.754577e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 112818 members 
Entering Unmasked Estep 
Score: -17545732.000000 Penalty: 3945.814697
	Iteration 29Q: 3 clusters Score -1.754573e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -17545782.000000 Penalty: 3945.814697
	Iteration 30Q: 3 clusters Score -1.754578e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -17545816.000000 Penalty: 3945.814697
	Iteration 31Q: 3 clusters Score -1.754582e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 114085 members 
Entering Unmasked Estep 
Score: -17545914.000000 Penalty: 3945.814697
	Iteration 32Q: 3 clusters Score -1.754591e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 114532 members 
Entering Unmasked Estep 
Score: -17545972.000000 Penalty: 3945.814697
	Iteration 33Q: 3 clusters Score -1.754597e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 115013 members 
Entering Unmasked Estep 
Score: -17545990.000000 Penalty: 3945.814697
	Iteration 34Q: 3 clusters Score -1.754599e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -17546012.000000 Penalty: 3945.814697
	Iteration 35Q: 3 clusters Score -1.754601e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -17546070.000000 Penalty: 3945.814697
	Iteration 36Q: 3 clusters Score -1.754607e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -17546052.000000 Penalty: 3945.814697
	Iteration 37Q: 3 clusters Score -1.754605e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 117575 members 
Entering Unmasked Estep 
Score: -17546168.000000 Penalty: 3945.814697
	Iteration 38Q: 3 clusters Score -1.754617e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 118355 members 
Entering Unmasked Estep 
Score: -17546198.000000 Penalty: 3945.814697
	Iteration 39Q: 3 clusters Score -1.75462e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 119209 members 
Entering Unmasked Estep 
Score: -17546238.000000 Penalty: 3945.814697
	Iteration 40F: 3 clusters Score -1.754624e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 120222 members 
Entering Unmasked Estep 
Score: -17546290.000000 Penalty: 3945.814697
	Iteration 41Q: 3 clusters Score -1.754629e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -17546298.000000 Penalty: 3945.814697
	Iteration 42Q: 3 clusters Score -1.75463e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -17546380.000000 Penalty: 3945.814697
	Iteration 43Q: 3 clusters Score -1.754638e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 123816 members 
Entering Unmasked Estep 
Score: -17546492.000000 Penalty: 3945.814697
	Iteration 44Q: 3 clusters Score -1.754649e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -17546578.000000 Penalty: 3945.814697
	Iteration 45Q: 3 clusters Score -1.754658e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -17546730.000000 Penalty: 3945.814697
	Iteration 46Q: 3 clusters Score -1.754673e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 128646 members 
Entering Unmasked Estep 
Score: -17546914.000000 Penalty: 3945.814697
	Iteration 47Q: 3 clusters Score -1.754691e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 130610 members 
Entering Unmasked Estep 
Score: -17547210.000000 Penalty: 3945.814697
	Iteration 48Q: 3 clusters Score -1.754721e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 132679 members 
Entering Unmasked Estep 
Score: -17547488.000000 Penalty: 3945.814697
	Iteration 49Q: 3 clusters Score -1.754749e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 134879 members 
Entering Unmasked Estep 
Score: -17547870.000000 Penalty: 3945.814697
	Iteration 50Q: 3 clusters Score -1.754787e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -17548326.000000 Penalty: 3945.814697
	Iteration 51Q: 3 clusters Score -1.754833e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -17548778.000000 Penalty: 3945.814697
	Iteration 52Q: 3 clusters Score -1.754878e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 142602 members 
Entering Unmasked Estep 
Score: -17549312.000000 Penalty: 3945.814697
	Iteration 53Q: 3 clusters Score -1.754931e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 145604 members 
Entering Unmasked Estep 
Score: -17550008.000000 Penalty: 3945.814697
	Iteration 54Q: 3 clusters Score -1.755001e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 148737 members 
Entering Unmasked Estep 
Score: -17550850.000000 Penalty: 3945.814697
	Iteration 55Q: 3 clusters Score -1.755085e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -17551934.000000 Penalty: 3945.814697
	Iteration 56Q: 3 clusters Score -1.755193e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -17552740.000000 Penalty: 3945.814697
	Iteration 57Q: 3 clusters Score -1.755274e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 157127 members 
Entering Unmasked Estep 
Score: -17553476.000000 Penalty: 3945.814697
	Iteration 58Q: 3 clusters Score -1.755348e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -17554282.000000 Penalty: 3945.814697
	Iteration 59Q: 3 clusters Score -1.755428e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -17555070.000000 Penalty: 3945.814697
	Iteration 60F: 3 clusters Score -1.755507e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 164364 members 
Entering Unmasked Estep 
Score: -17555746.000000 Penalty: 3945.814697
	Iteration 61Q: 3 clusters Score -1.755575e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 166692 members 
Entering Unmasked Estep 
Score: -17556446.000000 Penalty: 3945.814697
	Iteration 62Q: 3 clusters Score -1.755645e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 168886 members 
Entering Unmasked Estep 
Score: -17557168.000000 Penalty: 3945.814697
	Iteration 63Q: 3 clusters Score -1.755717e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 170869 members 
Entering Unmasked Estep 
Score: -17557678.000000 Penalty: 3945.814697
	Iteration 64Q: 3 clusters Score -1.755768e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 172691 members 
Entering Unmasked Estep 
Score: -17558108.000000 Penalty: 3945.814697
	Iteration 65Q: 3 clusters Score -1.755811e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 174278 members 
Entering Unmasked Estep 
Score: -17558508.000000 Penalty: 3945.814697
	Iteration 66Q: 3 clusters Score -1.755851e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -17558826.000000 Penalty: 3945.814697
	Iteration 67Q: 3 clusters Score -1.755883e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -17559152.000000 Penalty: 3945.814697
	Iteration 68Q: 3 clusters Score -1.755915e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 178146 members 
Entering Unmasked Estep 
Score: -17559338.000000 Penalty: 3945.814697
	Iteration 69Q: 3 clusters Score -1.755934e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 179110 members 
Entering Unmasked Estep 
Score: -17559566.000000 Penalty: 3945.814697
	Iteration 70Q: 3 clusters Score -1.755957e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 179961 members 
Entering Unmasked Estep 
Score: -17559718.000000 Penalty: 3945.814697
	Iteration 71Q: 3 clusters Score -1.755972e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 180704 members 
Entering Unmasked Estep 
Score: -17559770.000000 Penalty: 3945.814697
	Iteration 72Q: 3 clusters Score -1.755977e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 181376 members 
Entering Unmasked Estep 
Score: -17559852.000000 Penalty: 3945.814697
	Iteration 73Q: 3 clusters Score -1.755985e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 181960 members 
Entering Unmasked Estep 
Score: -17559960.000000 Penalty: 3945.814697
	Iteration 74Q: 3 clusters Score -1.755996e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 182415 members 
Entering Unmasked Estep 
Score: -17559970.000000 Penalty: 3945.814697
	Iteration 75Q: 3 clusters Score -1.755997e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 182801 members 
Entering Unmasked Estep 
Score: -17560040.000000 Penalty: 3945.814697
	Iteration 76Q: 3 clusters Score -1.756004e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 183103 members 
Entering Unmasked Estep 
Score: -17560104.000000 Penalty: 3945.814697
	Iteration 77Q: 3 clusters Score -1.75601e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 183392 members 
Entering Unmasked Estep 
Score: -17560102.000000 Penalty: 3945.814697
	Iteration 78Q: 3 clusters Score -1.75601e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 183640 members 
Entering Unmasked Estep 
Score: -17560132.000000 Penalty: 3945.814697
	Iteration 79Q: 3 clusters Score -1.756013e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 183865 members 
Entering Unmasked Estep 
Score: -17560196.000000 Penalty: 3945.814697
	Iteration 80F: 3 clusters Score -1.75602e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 184072 members 
Entering Unmasked Estep 
Score: -17560252.000000 Penalty: 3945.814697
	Iteration 81Q: 3 clusters Score -1.756025e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 184257 members 
Entering Unmasked Estep 
Score: -17560262.000000 Penalty: 3945.814697
	Iteration 82Q: 3 clusters Score -1.756026e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 184433 members 
Entering Unmasked Estep 
Score: -17560308.000000 Penalty: 3945.814697
	Iteration 83Q: 3 clusters Score -1.756031e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 184593 members 
Entering Unmasked Estep 
Score: -17560342.000000 Penalty: 3945.814697
	Iteration 84Q: 3 clusters Score -1.756034e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 184741 members 
Entering Unmasked Estep 
Score: -17560338.000000 Penalty: 3945.814697
	Iteration 85Q: 3 clusters Score -1.756034e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 184846 members 
Entering Unmasked Estep 
Score: -17560354.000000 Penalty: 3945.814697
	Iteration 86Q: 3 clusters Score -1.756035e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -17560370.000000 Penalty: 3945.814697
	Iteration 87Q: 3 clusters Score -1.756037e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 185005 members 
Entering Unmasked Estep 
Score: -17560392.000000 Penalty: 3945.814697
	Iteration 88Q: 3 clusters Score -1.756039e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 185068 members 
Entering Unmasked Estep 
Score: -17560436.000000 Penalty: 3945.814697
	Iteration 89Q: 3 clusters Score -1.756044e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 185127 members 
Entering Unmasked Estep 
Score: -17560442.000000 Penalty: 3945.814697
	Iteration 90Q: 3 clusters Score -1.756044e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 185183 members 
Entering Unmasked Estep 
Score: -17560430.000000 Penalty: 3945.814697
	Iteration 91Q: 3 clusters Score -1.756043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 185236 members 
Entering Unmasked Estep 
Score: -17560440.000000 Penalty: 3945.814697
	Iteration 92Q: 3 clusters Score -1.756044e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 185290 members 
Entering Unmasked Estep 
Score: -17560432.000000 Penalty: 3945.814697
	Iteration 93Q: 3 clusters Score -1.756043e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 185340 members 
Entering Unmasked Estep 
Score: -17560442.000000 Penalty: 3945.814697
	Iteration 94Q: 3 clusters Score -1.756044e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 185385 members 
Entering Unmasked Estep 
Score: -17560442.000000 Penalty: 3945.814697
	Iteration 95Q: 3 clusters Score -1.756044e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 185431 members 
Entering Unmasked Estep 
Score: -17560436.000000 Penalty: 3945.814697
	Iteration 96Q: 3 clusters Score -1.756044e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 185459 members 
Entering Unmasked Estep 
Score: -17560450.000000 Penalty: 3945.814697
	Iteration 97Q: 3 clusters Score -1.756045e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 185481 members 
Entering Unmasked Estep 
Score: -17560468.000000 Penalty: 3945.814697
	Iteration 98Q: 3 clusters Score -1.756047e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 185499 members 
Entering Unmasked Estep 
Score: -17560482.000000 Penalty: 3945.814697
	Iteration 99Q: 3 clusters Score -1.756048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 185522 members 
Entering Unmasked Estep 
Score: -17560478.000000 Penalty: 3945.814697
	Iteration 100F: 3 clusters Score -1.756048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 185550 members 
Entering Unmasked Estep 
Score: -17560470.000000 Penalty: 3945.814697
	Iteration 101Q: 3 clusters Score -1.756047e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -17560468.000000 Penalty: 3945.814697
	Iteration 102Q: 3 clusters Score -1.756047e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 185592 members 
Entering Unmasked Estep 
Score: -17560470.000000 Penalty: 3945.814697
	Iteration 103Q: 3 clusters Score -1.756047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 185607 members 
Entering Unmasked Estep 
Score: -17560478.000000 Penalty: 3945.814697
	Iteration 104Q: 3 clusters Score -1.756048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 185621 members 
Entering Unmasked Estep 
Score: -17560486.000000 Penalty: 3945.814697
	Iteration 105Q: 3 clusters Score -1.756049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 185629 members 
Entering Unmasked Estep 
Score: -17560498.000000 Penalty: 3945.814697
	Iteration 106Q: 3 clusters Score -1.75605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 185648 members 
Entering Unmasked Estep 
Score: -17560492.000000 Penalty: 3945.814697
	Iteration 107Q: 3 clusters Score -1.756049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 185666 members 
Entering Unmasked Estep 
Score: -17560500.000000 Penalty: 3945.814697
	Iteration 108Q: 3 clusters Score -1.75605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 185679 members 
Entering Unmasked Estep 
Score: -17560512.000000 Penalty: 3945.814697
	Iteration 109Q: 3 clusters Score -1.756051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 185693 members 
Entering Unmasked Estep 
Score: -17560518.000000 Penalty: 3945.814697
	Iteration 110Q: 3 clusters Score -1.756052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 185707 members 
Entering Unmasked Estep 
Score: -17560502.000000 Penalty: 3945.814697
	Iteration 111Q: 3 clusters Score -1.75605e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 185720 members 
Entering Unmasked Estep 
Score: -17560492.000000 Penalty: 3945.814697
	Iteration 112Q: 3 clusters Score -1.756049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 185739 members 
Entering Unmasked Estep 
Score: -17560486.000000 Penalty: 3945.814697
	Iteration 113Q: 3 clusters Score -1.756049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 185747 members 
Entering Unmasked Estep 
Score: -17560502.000000 Penalty: 3945.814697
	Iteration 114Q: 3 clusters Score -1.75605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 185758 members 
Entering Unmasked Estep 
Score: -17560504.000000 Penalty: 3945.814697
	Iteration 115Q: 3 clusters Score -1.75605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 185769 members 
Entering Unmasked Estep 
Score: -17560516.000000 Penalty: 3945.814697
	Iteration 116Q: 3 clusters Score -1.756052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 185772 members 
Entering Unmasked Estep 
Score: -17560516.000000 Penalty: 3945.814697
	Iteration 117Q: 3 clusters Score -1.756052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 185776 members 
Entering Unmasked Estep 
Score: -17560514.000000 Penalty: 3945.814697
	Iteration 118Q: 3 clusters Score -1.756051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 185780 members 
Entering Unmasked Estep 
Score: -17560510.000000 Penalty: 3945.814697
	Iteration 119Q: 3 clusters Score -1.756051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 185785 members 
Entering Unmasked Estep 
Score: -17560502.000000 Penalty: 3945.814697
	Iteration 120F: 3 clusters Score -1.75605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 185790 members 
Entering Unmasked Estep 
Score: -17560514.000000 Penalty: 3945.814697
	Iteration 121Q: 3 clusters Score -1.756051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 185792 members 
Entering Unmasked Estep 
Score: -17560512.000000 Penalty: 3945.814697
	Iteration 122Q: 3 clusters Score -1.756051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 185792 members 
Entering Unmasked Estep 
Score: -17560504.000000 Penalty: 3945.814697
	Iteration 123Q: 3 clusters Score -1.75605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 185791 members 
Entering Unmasked Estep 
Score: -17560508.000000 Penalty: 3945.814697
	Iteration 124Q: 3 clusters Score -1.756051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 185792 members 
Entering Unmasked Estep 
Score: -17560504.000000 Penalty: 3945.814697
	Iteration 125Q: 3 clusters Score -1.75605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 185792 members 
Entering Unmasked Estep 
Score: -17560504.000000 Penalty: 3945.814697
	Iteration 126F: 3 clusters Score -1.75605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (67982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Entering Unmasked Estep 
Score: -6425120.500000 Penalty: 1808.137207
	Iteration 0F: 2 clusters Score -6425120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -6379582.000000 Penalty: 3616.274414
	Iteration 0F: 3 clusters Score -6379582 nChanged 32246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -6398393.000000 Penalty: 3616.274414
	Iteration 1F: 3 clusters Score -6398393 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -6399161.000000 Penalty: 3616.274414
	Iteration 2Q: 3 clusters Score -6399161 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -6400128.500000 Penalty: 3616.274414
	Iteration 3Q: 3 clusters Score -6400128 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6401345.000000 Penalty: 3616.274414
	Iteration 4Q: 3 clusters Score -6401345 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -6402937.000000 Penalty: 3616.274414
	Iteration 5F: 3 clusters Score -6402937 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6405214.500000 Penalty: 3616.274414
	Iteration 6F: 3 clusters Score -6405214 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -6408328.000000 Penalty: 3616.274414
	Iteration 7F: 3 clusters Score -6408328 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -6412136.000000 Penalty: 3616.274414
	Iteration 8F: 3 clusters Score -6412136 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -6416264.500000 Penalty: 3616.274414
	Iteration 9F: 3 clusters Score -6416264 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -6419472.500000 Penalty: 3616.274414
	Iteration 10F: 3 clusters Score -6419472 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -6421412.500000 Penalty: 3616.274414
	Iteration 11Q: 3 clusters Score -6421412 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -6422408.500000 Penalty: 3616.274414
	Iteration 12Q: 3 clusters Score -6422408 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -6422974.000000 Penalty: 3616.274414
	Iteration 13Q: 3 clusters Score -6422974 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -6423233.500000 Penalty: 3616.274414
	Iteration 14Q: 3 clusters Score -6423234 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -6423408.500000 Penalty: 3616.274414
	Iteration 15Q: 3 clusters Score -6423408 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -6423514.000000 Penalty: 3616.274414
	Iteration 16Q: 3 clusters Score -6423514 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -6423567.500000 Penalty: 3616.274414
	Iteration 17Q: 3 clusters Score -6423568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -6423602.000000 Penalty: 3616.274414
	Iteration 18Q: 3 clusters Score -6423602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -6423626.000000 Penalty: 3616.274414
	Iteration 19Q: 3 clusters Score -6423626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -6423651.000000 Penalty: 3616.274414
	Iteration 20F: 3 clusters Score -6423651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -6423659.500000 Penalty: 3616.274414
	Iteration 21Q: 3 clusters Score -6423660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -6423661.000000 Penalty: 3616.274414
	Iteration 22Q: 3 clusters Score -6423661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -6423667.500000 Penalty: 3616.274414
	Iteration 23Q: 3 clusters Score -6423668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -6423668.500000 Penalty: 3616.274414
	Iteration 24Q: 3 clusters Score -6423668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -6423676.500000 Penalty: 3616.274414
	Iteration 25Q: 3 clusters Score -6423676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -6423686.500000 Penalty: 3616.274414
	Iteration 26Q: 3 clusters Score -6423686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -6423688.500000 Penalty: 3616.274414
	Iteration 27Q: 3 clusters Score -6423688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -6423692.000000 Penalty: 3616.274414
	Iteration 28Q: 3 clusters Score -6423692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -6423693.000000 Penalty: 3616.274414
	Iteration 29Q: 3 clusters Score -6423693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -6423697.500000 Penalty: 3616.274414
	Iteration 30Q: 3 clusters Score -6423698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -6423709.000000 Penalty: 3616.274414
	Iteration 31Q: 3 clusters Score -6423709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -6423714.000000 Penalty: 3616.274414
	Iteration 32Q: 3 clusters Score -6423714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -6423723.000000 Penalty: 3616.274414
	Iteration 33Q: 3 clusters Score -6423723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -6423712.000000 Penalty: 3616.274414
	Iteration 34Q: 3 clusters Score -6423712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -6423718.000000 Penalty: 3616.274414
	Iteration 35Q: 3 clusters Score -6423718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -6423718.500000 Penalty: 3616.274414
	Iteration 36Q: 3 clusters Score -6423718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -6423711.000000 Penalty: 3616.274414
	Iteration 37Q: 3 clusters Score -6423711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -6423712.500000 Penalty: 3616.274414
	Iteration 38Q: 3 clusters Score -6423712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -6423712.000000 Penalty: 3616.274414
	Iteration 39Q: 3 clusters Score -6423712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -6423715.000000 Penalty: 3616.274414
	Iteration 40F: 3 clusters Score -6423715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -6423716.500000 Penalty: 3616.274414
	Iteration 41Q: 3 clusters Score -6423716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -6423714.500000 Penalty: 3616.274414
	Iteration 42Q: 3 clusters Score -6423714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -6423714.500000 Penalty: 3616.274414
	Iteration 43F: 3 clusters Score -6423714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -88673.867188 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -88673.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -87227.500000 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -87227.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -87513.718750 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -87513.72 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -87616.804688 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -87616.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87655.296875 Penalty: 2262.113037
	Iteration 3Q: 3 clusters Score -87655.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -87691.703125 Penalty: 2262.113037
	Iteration 4Q: 3 clusters Score -87691.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -87717.351562 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -87717.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87731.687500 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -87731.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87743.695312 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -87743.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87756.250000 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -87756.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -87765.859375 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -87765.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87784.476562 Penalty: 2262.113037
	Iteration 10Q: 3 clusters Score -87784.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87822.835938 Penalty: 2262.113037
	Iteration 11Q: 3 clusters Score -87822.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87882.507812 Penalty: 2262.113037
	Iteration 12Q: 3 clusters Score -87882.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87945.132812 Penalty: 2262.113037
	Iteration 13Q: 3 clusters Score -87945.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -88006.687500 Penalty: 2262.113037
	Iteration 14Q: 3 clusters Score -88006.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88079.171875 Penalty: 2262.113037
	Iteration 15Q: 3 clusters Score -88079.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -88153.960938 Penalty: 2262.113037
	Iteration 16Q: 3 clusters Score -88153.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88213.976562 Penalty: 2262.113037
	Iteration 17Q: 3 clusters Score -88213.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88280.914062 Penalty: 2262.113037
	Iteration 18Q: 3 clusters Score -88280.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88351.257812 Penalty: 2262.113037
	Iteration 19Q: 3 clusters Score -88351.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88426.203125 Penalty: 2262.113037
	Iteration 20F: 3 clusters Score -88426.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88496.195312 Penalty: 2262.113037
	Iteration 21Q: 3 clusters Score -88496.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88538.226562 Penalty: 2262.113037
	Iteration 22Q: 3 clusters Score -88538.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88553.718750 Penalty: 2262.113037
	Iteration 23Q: 3 clusters Score -88553.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88563.679688 Penalty: 2262.113037
	Iteration 24Q: 3 clusters Score -88563.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88570.578125 Penalty: 2262.113037
	Iteration 25Q: 3 clusters Score -88570.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88574.382812 Penalty: 2262.113037
	Iteration 26Q: 3 clusters Score -88574.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88578.945312 Penalty: 2262.113037
	Iteration 27Q: 3 clusters Score -88578.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88578.945312 Penalty: 2262.113037
	Iteration 28F: 3 clusters Score -88578.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -18236.544922 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -18236.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17459.998047 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -17460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17799.931641 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -17799.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17900.236328 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -17900.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18012.886719 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -18012.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18045.818359 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -18045.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18061.066406 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -18061.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18084.498047 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -18084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18102.105469 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -18102.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18116.662109 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -18116.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18116.662109 Penalty: 1912.079712
	Iteration 9F: 3 clusters Score -18116.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -54064.722656 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -54064.72 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 365 members 
Entering Unmasked Estep 
Score: -52885.445312 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -52885.45 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -53234.828125 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -53234.83 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53423.425781 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -53423.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53583.664062 Penalty: 2122.535156
	Iteration 3F: 3 clusters Score -53583.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53686.507812 Penalty: 2122.535156
	Iteration 4F: 3 clusters Score -53686.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53748.152344 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -53748.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53788.527344 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -53788.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -53811.539062 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -53811.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -53820.832031 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -53820.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -53826.988281 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -53826.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53852.382812 Penalty: 2122.535156
	Iteration 10Q: 3 clusters Score -53852.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -53861.101562 Penalty: 2122.535156
	Iteration 11Q: 3 clusters Score -53861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -53862.054688 Penalty: 2122.535156
	Iteration 12Q: 3 clusters Score -53862.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -53863.945312 Penalty: 2122.535156
	Iteration 13Q: 3 clusters Score -53863.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53865.433594 Penalty: 2122.535156
	Iteration 14Q: 3 clusters Score -53865.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53865.433594 Penalty: 2122.535156
	Iteration 15F: 3 clusters Score -53865.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Entering Unmasked Estep 
Score: -5386904.500000 Penalty: 1779.506104
	Iteration 0F: 2 clusters Score -5386904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -5348770.000000 Penalty: 3559.012207
	Iteration 0F: 3 clusters Score -5348770 nChanged 26834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -5364158.000000 Penalty: 3559.012207
	Iteration 1F: 3 clusters Score -5364158 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -5364867.500000 Penalty: 3559.012207
	Iteration 2Q: 3 clusters Score -5364868 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -5365746.500000 Penalty: 3559.012207
	Iteration 3Q: 3 clusters Score -5365746 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5366922.500000 Penalty: 3559.012207
	Iteration 4Q: 3 clusters Score -5366922 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5368644.500000 Penalty: 3559.012207
	Iteration 5F: 3 clusters Score -5368644 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5371250.500000 Penalty: 3559.012207
	Iteration 6F: 3 clusters Score -5371250 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5374736.500000 Penalty: 3559.012207
	Iteration 7F: 3 clusters Score -5374736 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -5378295.000000 Penalty: 3559.012207
	Iteration 8F: 3 clusters Score -5378295 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5380710.000000 Penalty: 3559.012207
	Iteration 9F: 3 clusters Score -5380710 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5381614.500000 Penalty: 3559.012207
	Iteration 10Q: 3 clusters Score -5381614 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -5382057.500000 Penalty: 3559.012207
	Iteration 11Q: 3 clusters Score -5382058 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5382410.500000 Penalty: 3559.012207
	Iteration 12Q: 3 clusters Score -5382410 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -5382654.000000 Penalty: 3559.012207
	Iteration 13Q: 3 clusters Score -5382654 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -5382881.000000 Penalty: 3559.012207
	Iteration 14Q: 3 clusters Score -5382881 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -5383066.000000 Penalty: 3559.012207
	Iteration 15Q: 3 clusters Score -5383066 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -5383240.500000 Penalty: 3559.012207
	Iteration 16Q: 3 clusters Score -5383240 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -5383401.500000 Penalty: 3559.012207
	Iteration 17Q: 3 clusters Score -5383402 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -5383555.000000 Penalty: 3559.012207
	Iteration 18Q: 3 clusters Score -5383555 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5383692.500000 Penalty: 3559.012207
	Iteration 19Q: 3 clusters Score -5383692 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -5383821.500000 Penalty: 3559.012207
	Iteration 20F: 3 clusters Score -5383822 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -5383959.000000 Penalty: 3559.012207
	Iteration 21Q: 3 clusters Score -5383959 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -5384073.500000 Penalty: 3559.012207
	Iteration 22Q: 3 clusters Score -5384074 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -5384180.500000 Penalty: 3559.012207
	Iteration 23Q: 3 clusters Score -5384180 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -5384276.000000 Penalty: 3559.012207
	Iteration 24Q: 3 clusters Score -5384276 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -5384411.500000 Penalty: 3559.012207
	Iteration 25Q: 3 clusters Score -5384412 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -5384494.500000 Penalty: 3559.012207
	Iteration 26Q: 3 clusters Score -5384494 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5384600.000000 Penalty: 3559.012207
	Iteration 27Q: 3 clusters Score -5384600 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -5384651.500000 Penalty: 3559.012207
	Iteration 28Q: 3 clusters Score -5384652 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5384703.500000 Penalty: 3559.012207
	Iteration 29Q: 3 clusters Score -5384704 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -5384798.000000 Penalty: 3559.012207
	Iteration 30Q: 3 clusters Score -5384798 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5384869.000000 Penalty: 3559.012207
	Iteration 31Q: 3 clusters Score -5384869 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -5384951.500000 Penalty: 3559.012207
	Iteration 32Q: 3 clusters Score -5384952 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5384997.000000 Penalty: 3559.012207
	Iteration 33Q: 3 clusters Score -5384997 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5385050.000000 Penalty: 3559.012207
	Iteration 34Q: 3 clusters Score -5385050 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5385119.500000 Penalty: 3559.012207
	Iteration 35Q: 3 clusters Score -5385120 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5385167.500000 Penalty: 3559.012207
	Iteration 36Q: 3 clusters Score -5385168 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5385210.000000 Penalty: 3559.012207
	Iteration 37Q: 3 clusters Score -5385210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5385258.000000 Penalty: 3559.012207
	Iteration 38Q: 3 clusters Score -5385258 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5385334.500000 Penalty: 3559.012207
	Iteration 39Q: 3 clusters Score -5385334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5385363.000000 Penalty: 3559.012207
	Iteration 40F: 3 clusters Score -5385363 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5385425.500000 Penalty: 3559.012207
	Iteration 41Q: 3 clusters Score -5385426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5385476.000000 Penalty: 3559.012207
	Iteration 42Q: 3 clusters Score -5385476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5385518.500000 Penalty: 3559.012207
	Iteration 43Q: 3 clusters Score -5385518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5385548.000000 Penalty: 3559.012207
	Iteration 44Q: 3 clusters Score -5385548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5385570.000000 Penalty: 3559.012207
	Iteration 45Q: 3 clusters Score -5385570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5385586.500000 Penalty: 3559.012207
	Iteration 46Q: 3 clusters Score -5385586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5385610.000000 Penalty: 3559.012207
	Iteration 47Q: 3 clusters Score -5385610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5385623.500000 Penalty: 3559.012207
	Iteration 48Q: 3 clusters Score -5385624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5385642.500000 Penalty: 3559.012207
	Iteration 49Q: 3 clusters Score -5385642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5385666.000000 Penalty: 3559.012207
	Iteration 50Q: 3 clusters Score -5385666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5385662.000000 Penalty: 3559.012207
	Iteration 51Q: 3 clusters Score -5385662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5385681.000000 Penalty: 3559.012207
	Iteration 52Q: 3 clusters Score -5385681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5385693.500000 Penalty: 3559.012207
	Iteration 53Q: 3 clusters Score -5385694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5385696.500000 Penalty: 3559.012207
	Iteration 54Q: 3 clusters Score -5385696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5385705.500000 Penalty: 3559.012207
	Iteration 55Q: 3 clusters Score -5385706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5385707.500000 Penalty: 3559.012207
	Iteration 56Q: 3 clusters Score -5385708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5385694.000000 Penalty: 3559.012207
	Iteration 57Q: 3 clusters Score -5385694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5385702.000000 Penalty: 3559.012207
	Iteration 58Q: 3 clusters Score -5385702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5385708.000000 Penalty: 3559.012207
	Iteration 59Q: 3 clusters Score -5385708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5385725.000000 Penalty: 3559.012207
	Iteration 60F: 3 clusters Score -5385725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5385727.500000 Penalty: 3559.012207
	Iteration 61Q: 3 clusters Score -5385728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5385726.000000 Penalty: 3559.012207
	Iteration 62Q: 3 clusters Score -5385726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5385734.000000 Penalty: 3559.012207
	Iteration 63Q: 3 clusters Score -5385734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5385733.000000 Penalty: 3559.012207
	Iteration 64Q: 3 clusters Score -5385733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5385736.000000 Penalty: 3559.012207
	Iteration 65Q: 3 clusters Score -5385736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5385737.000000 Penalty: 3559.012207
	Iteration 66Q: 3 clusters Score -5385737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5385736.000000 Penalty: 3559.012207
	Iteration 67Q: 3 clusters Score -5385736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5385731.500000 Penalty: 3559.012207
	Iteration 68Q: 3 clusters Score -5385732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5385734.000000 Penalty: 3559.012207
	Iteration 69Q: 3 clusters Score -5385734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5385732.000000 Penalty: 3559.012207
	Iteration 70Q: 3 clusters Score -5385732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5385740.000000 Penalty: 3559.012207
	Iteration 71Q: 3 clusters Score -5385740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5385742.500000 Penalty: 3559.012207
	Iteration 72Q: 3 clusters Score -5385742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5385750.000000 Penalty: 3559.012207
	Iteration 73Q: 3 clusters Score -5385750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5385747.000000 Penalty: 3559.012207
	Iteration 74Q: 3 clusters Score -5385747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5385752.500000 Penalty: 3559.012207
	Iteration 75Q: 3 clusters Score -5385752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5385752.500000 Penalty: 3559.012207
	Iteration 76Q: 3 clusters Score -5385752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5385748.000000 Penalty: 3559.012207
	Iteration 77Q: 3 clusters Score -5385748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5385752.000000 Penalty: 3559.012207
	Iteration 78Q: 3 clusters Score -5385752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5385754.500000 Penalty: 3559.012207
	Iteration 79Q: 3 clusters Score -5385754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5385754.500000 Penalty: 3559.012207
	Iteration 80F: 3 clusters Score -5385754 nChanged 0
--- Evaluating fit on full set of 2178069 points ---
Entering Unmasked Estep 
Score: -200276544.000000 Penalty: 47430.335938
23->21 Clusters: Score -200276544.000000, best is -200673248.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 726023 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 31588 members 
Mstep: Class 3 contains 31683 members 
Mstep: Class 4 contains 31670 members 
Mstep: Class 5 contains 31554 members 
Mstep: Class 6 contains 31439 members 
Mstep: Class 7 contains 31382 members 
Mstep: Class 8 contains 31537 members 
Mstep: Class 9 contains 31728 members 
Mstep: Class 10 contains 31514 members 
Mstep: Class 11 contains 31625 members 
Mstep: Class 12 contains 31570 members 
Mstep: Class 13 contains 31167 members 
Mstep: Class 14 contains 31444 members 
Mstep: Class 15 contains 31323 members 
Mstep: Class 16 contains 31928 members 
Mstep: Class 17 contains 31686 members 
Mstep: Class 18 contains 31603 members 
Mstep: Class 19 contains 31564 members 
Mstep: Class 20 contains 31759 members 
Mstep: Class 21 contains 31818 members 
Mstep: Class 22 contains 31730 members 
Mstep: Class 23 contains 31256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1015.526550 but Gain 2192.992188
Score: -63713836.000000 Penalty: 48245.828125
Iteration 0F: 23 clusters Score -6.371384e+07 nChanged 693792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1729 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 33092 members 
Mstep: Class 3 contains 28751 members 
Mstep: Class 5 contains 18692 members 
Mstep: Class 6 contains 121860 members 
Mstep: Class 7 contains 17448 members 
Mstep: Class 8 contains 17690 members 
Mstep: Class 9 contains 50826 members 
Mstep: Class 10 contains 13057 members 
Mstep: Class 11 contains 56142 members 
Mstep: Class 12 contains 19785 members 
Mstep: Class 13 contains 16997 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 25136 members 
Mstep: Class 17 contains 23079 members 
Mstep: Class 18 contains 18257 members 
Mstep: Class 19 contains 51173 members 
Mstep: Class 20 contains 72146 members 
Mstep: Class 21 contains 36787 members 
Mstep: Class 22 contains 52085 members 
Mstep: Class 23 contains 22794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65399400.000000 Penalty: 48245.828125
Iteration 1F: 23 clusters Score -6.53994e+07 nChanged 240077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1509 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 29352 members 
Mstep: Class 3 contains 18989 members 
Mstep: Class 5 contains 10394 members 
Mstep: Class 6 contains 183752 members 
Mstep: Class 7 contains 13726 members 
Mstep: Class 8 contains 10592 members 
Mstep: Class 9 contains 58903 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 56896 members 
Mstep: Class 12 contains 18431 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 16101 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 18030 members 
Mstep: Class 17 contains 20975 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 46958 members 
Mstep: Class 20 contains 82179 members 
Mstep: Class 21 contains 35193 members 
Mstep: Class 22 contains 48234 members 
Mstep: Class 23 contains 14369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65725752.000000 Penalty: 48245.828125
Iteration 2F: 23 clusters Score -6.572575e+07 nChanged 161110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1344 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 25299 members 
Mstep: Class 3 contains 14462 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 242178 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 58765 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 54810 members 
Mstep: Class 12 contains 15791 members 
Mstep: Class 13 contains 9326 members 
Mstep: Class 14 contains 16741 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 13805 members 
Mstep: Class 17 contains 17325 members 
Mstep: Class 18 contains 8692 members 
Mstep: Class 19 contains 44275 members 
Mstep: Class 20 contains 84246 members 
Mstep: Class 21 contains 27550 members 
Mstep: Class 22 contains 41413 members 
Mstep: Class 23 contains 11807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65880036.000000 Penalty: 48245.828125
Iteration 3F: 23 clusters Score -6.588004e+07 nChanged 129564
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 21495 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 5 contains 4154 members 
Mstep: Class 6 contains 304872 members 
Mstep: Class 7 contains 7114 members 
Mstep: Class 8 contains 10997 members 
Mstep: Class 9 contains 53526 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 11 contains 49882 members 
Mstep: Class 12 contains 11363 members 
Mstep: Class 13 contains 9825 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 10640 members 
Mstep: Class 17 contains 13983 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 42615 members 
Mstep: Class 20 contains 80647 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 32252 members 
Mstep: Class 23 contains 11300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66021212.000000 Penalty: 48245.828125
Iteration 4F: 23 clusters Score -6.602121e+07 nChanged 113480
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 17795 members 
Mstep: Class 3 contains 11113 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 371949 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 12954 members 
Mstep: Class 9 contains 46316 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 43868 members 
Mstep: Class 12 contains 6055 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 11918 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 8362 members 
Mstep: Class 17 contains 10945 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 39123 members 
Mstep: Class 20 contains 71294 members 
Mstep: Class 21 contains 12571 members 
Mstep: Class 22 contains 22209 members 
Mstep: Class 23 contains 10986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1862.289917 but Gain 2192.992188
Score: -66099992.000000 Penalty: 46052.835938
Iteration 5F: 22 clusters Score -6.609999e+07 nChanged 104668
Entering Unmasked Mstep 
Mstep: Class 0 contains 754 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13593 members 
Mstep: Class 3 contains 10299 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 422972 members 
Mstep: Class 7 contains 2782 members 
Mstep: Class 8 contains 14194 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 11 contains 38601 members 
Mstep: Class 12 contains 2546 members 
Mstep: Class 13 contains 11013 members 
Mstep: Class 14 contains 10672 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 8549 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 19 contains 36149 members 
Mstep: Class 20 contains 61089 members 
Mstep: Class 21 contains 9199 members 
Mstep: Class 22 contains 13973 members 
Mstep: Class 23 contains 8519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2177.845703 but Gain 2192.992188
Score: -66111440.000000 Penalty: 43859.843750
Iteration 6F: 21 clusters Score -6.611144e+07 nChanged 73865
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 3 contains 10616 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 428988 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 14546 members 
Mstep: Class 9 contains 50996 members 
Mstep: Class 11 contains 39093 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 11528 members 
Mstep: Class 14 contains 9696 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 10385 members 
Mstep: Class 17 contains 10258 members 
Mstep: Class 19 contains 35746 members 
Mstep: Class 20 contains 60135 members 
Mstep: Class 21 contains 7221 members 
Mstep: Class 22 contains 9944 members 
Mstep: Class 23 contains 6553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66165556.000000 Penalty: 43859.843750
Iteration 7F: 21 clusters Score -6.616556e+07 nChanged 55693
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 422360 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 14648 members 
Mstep: Class 9 contains 58591 members 
Mstep: Class 11 contains 40248 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 11872 members 
Mstep: Class 14 contains 9145 members 
Mstep: Class 15 contains 1444 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 11392 members 
Mstep: Class 19 contains 35673 members 
Mstep: Class 20 contains 62645 members 
Mstep: Class 21 contains 5456 members 
Mstep: Class 22 contains 7197 members 
Mstep: Class 23 contains 5342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66210100.000000 Penalty: 43859.843750
Iteration 8F: 21 clusters Score -6.62101e+07 nChanged 43993
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11760 members 
Mstep: Class 3 contains 10767 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 412896 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 14787 members 
Mstep: Class 9 contains 65857 members 
Mstep: Class 11 contains 40771 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 12078 members 
Mstep: Class 14 contains 8733 members 
Mstep: Class 15 contains 1297 members 
Mstep: Class 16 contains 13775 members 
Mstep: Class 17 contains 12672 members 
Mstep: Class 19 contains 35614 members 
Mstep: Class 20 contains 66514 members 
Mstep: Class 21 contains 3991 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66241288.000000 Penalty: 43859.843750
Iteration 9F: 21 clusters Score -6.624129e+07 nChanged 36716
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12498 members 
Mstep: Class 3 contains 10463 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 401480 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 15087 members 
Mstep: Class 9 contains 72841 members 
Mstep: Class 11 contains 40847 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 12232 members 
Mstep: Class 14 contains 8308 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 14972 members 
Mstep: Class 17 contains 14123 members 
Mstep: Class 19 contains 35805 members 
Mstep: Class 20 contains 70748 members 
Mstep: Class 21 contains 2960 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 3856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66269324.000000 Penalty: 43859.843750
Iteration 10F: 21 clusters Score -6.626932e+07 nChanged 31476
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13519 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 5 contains 585 members 
Mstep: Class 6 contains 389384 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 15467 members 
Mstep: Class 9 contains 79346 members 
Mstep: Class 11 contains 40849 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 12374 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 16 contains 15864 members 
Mstep: Class 17 contains 15689 members 
Mstep: Class 19 contains 36186 members 
Mstep: Class 20 contains 74776 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 3030 members 
Mstep: Class 23 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2146.266113 but Gain 2192.992188
Score: -66296372.000000 Penalty: 41666.851562
Iteration 11Q: 20 clusters Score -6.629637e+07 nChanged 29330
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 9820 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 377798 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 15896 members 
Mstep: Class 9 contains 85909 members 
Mstep: Class 11 contains 41141 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 12454 members 
Mstep: Class 14 contains 7224 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 16524 members 
Mstep: Class 17 contains 17221 members 
Mstep: Class 19 contains 36758 members 
Mstep: Class 20 contains 78584 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 3058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2097.504395 but Gain 2192.992188
Score: -66321424.000000 Penalty: 39473.859375
Iteration 12Q: 19 clusters Score -6.632142e+07 nChanged 26076
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16419 members 
Mstep: Class 3 contains 9486 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 366675 members 
Mstep: Class 7 contains 2962 members 
Mstep: Class 8 contains 16350 members 
Mstep: Class 9 contains 91589 members 
Mstep: Class 11 contains 41303 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 12690 members 
Mstep: Class 14 contains 6694 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 17059 members 
Mstep: Class 17 contains 18948 members 
Mstep: Class 19 contains 37215 members 
Mstep: Class 20 contains 81762 members 
Mstep: Class 23 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66345488.000000 Penalty: 39473.859375
Iteration 13Q: 19 clusters Score -6.634549e+07 nChanged 20956
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18247 members 
Mstep: Class 3 contains 9227 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 355823 members 
Mstep: Class 7 contains 3408 members 
Mstep: Class 8 contains 16888 members 
Mstep: Class 9 contains 96628 members 
Mstep: Class 11 contains 40942 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 12666 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 17398 members 
Mstep: Class 17 contains 20456 members 
Mstep: Class 19 contains 37443 members 
Mstep: Class 20 contains 84018 members 
Mstep: Class 23 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66365396.000000 Penalty: 39473.859375
Iteration 14Q: 19 clusters Score -6.63654e+07 nChanged 17821
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20234 members 
Mstep: Class 3 contains 9046 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 347175 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 17412 members 
Mstep: Class 9 contains 100887 members 
Mstep: Class 11 contains 40494 members 
Mstep: Class 12 contains 1483 members 
Mstep: Class 13 contains 12595 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 16 contains 17540 members 
Mstep: Class 17 contains 21781 members 
Mstep: Class 19 contains 37366 members 
Mstep: Class 20 contains 85441 members 
Mstep: Class 23 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66378596.000000 Penalty: 39473.859375
Iteration 15Q: 19 clusters Score -6.63786e+07 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22348 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 339918 members 
Mstep: Class 7 contains 4012 members 
Mstep: Class 8 contains 17889 members 
Mstep: Class 9 contains 104615 members 
Mstep: Class 11 contains 40065 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 12499 members 
Mstep: Class 14 contains 5414 members 
Mstep: Class 15 contains 775 members 
Mstep: Class 16 contains 17512 members 
Mstep: Class 17 contains 22962 members 
Mstep: Class 19 contains 37029 members 
Mstep: Class 20 contains 86411 members 
Mstep: Class 23 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66391204.000000 Penalty: 39473.859375
Iteration 16Q: 19 clusters Score -6.63912e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 24338 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 334739 members 
Mstep: Class 7 contains 4205 members 
Mstep: Class 8 contains 18356 members 
Mstep: Class 9 contains 107568 members 
Mstep: Class 11 contains 39503 members 
Mstep: Class 12 contains 1478 members 
Mstep: Class 13 contains 12340 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 17392 members 
Mstep: Class 17 contains 23974 members 
Mstep: Class 19 contains 36540 members 
Mstep: Class 20 contains 86827 members 
Mstep: Class 23 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66400492.000000 Penalty: 39473.859375
Iteration 17Q: 19 clusters Score -6.640049e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 3 contains 8723 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 331380 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 18769 members 
Mstep: Class 9 contains 109752 members 
Mstep: Class 11 contains 38868 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 13 contains 12182 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 17236 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 19 contains 35852 members 
Mstep: Class 20 contains 86758 members 
Mstep: Class 23 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66406512.000000 Penalty: 39473.859375
Iteration 18Q: 19 clusters Score -6.640651e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27980 members 
Mstep: Class 3 contains 8650 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 329282 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 19096 members 
Mstep: Class 9 contains 111391 members 
Mstep: Class 11 contains 38319 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 12077 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 19 contains 35105 members 
Mstep: Class 20 contains 86245 members 
Mstep: Class 23 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66410564.000000 Penalty: 39473.859375
Iteration 19Q: 19 clusters Score -6.641056e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29620 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 327991 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 19365 members 
Mstep: Class 9 contains 112722 members 
Mstep: Class 11 contains 37712 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 12035 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 16855 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 19 contains 34378 members 
Mstep: Class 20 contains 85441 members 
Mstep: Class 23 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66415084.000000 Penalty: 39473.859375
Iteration 20F: 19 clusters Score -6.641508e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 31368 members 
Mstep: Class 3 contains 8603 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 326981 members 
Mstep: Class 7 contains 4766 members 
Mstep: Class 8 contains 19650 members 
Mstep: Class 9 contains 113780 members 
Mstep: Class 11 contains 37097 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 12026 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 16670 members 
Mstep: Class 17 contains 26798 members 
Mstep: Class 19 contains 33652 members 
Mstep: Class 20 contains 84424 members 
Mstep: Class 23 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66418772.000000 Penalty: 39473.859375
Iteration 21Q: 19 clusters Score -6.641877e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 33128 members 
Mstep: Class 3 contains 8630 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 326434 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 19941 members 
Mstep: Class 9 contains 114702 members 
Mstep: Class 11 contains 36434 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 12032 members 
Mstep: Class 14 contains 3721 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 16483 members 
Mstep: Class 17 contains 27372 members 
Mstep: Class 19 contains 32980 members 
Mstep: Class 20 contains 83221 members 
Mstep: Class 23 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66421868.000000 Penalty: 39473.859375
Iteration 22Q: 19 clusters Score -6.642187e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 34851 members 
Mstep: Class 3 contains 8650 members 
Mstep: Class 5 contains 742 members 
Mstep: Class 6 contains 326116 members 
Mstep: Class 7 contains 4912 members 
Mstep: Class 8 contains 20176 members 
Mstep: Class 9 contains 115492 members 
Mstep: Class 11 contains 35833 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 12066 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 597 members 
Mstep: Class 16 contains 16346 members 
Mstep: Class 17 contains 27948 members 
Mstep: Class 19 contains 32406 members 
Mstep: Class 20 contains 81828 members 
Mstep: Class 23 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66424452.000000 Penalty: 39473.859375
Iteration 23Q: 19 clusters Score -6.642445e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36584 members 
Mstep: Class 3 contains 8671 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 325851 members 
Mstep: Class 7 contains 4933 members 
Mstep: Class 8 contains 20346 members 
Mstep: Class 9 contains 116224 members 
Mstep: Class 11 contains 35222 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 12157 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 16260 members 
Mstep: Class 17 contains 28445 members 
Mstep: Class 19 contains 31917 members 
Mstep: Class 20 contains 80360 members 
Mstep: Class 23 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66426720.000000 Penalty: 39473.859375
Iteration 24Q: 19 clusters Score -6.642672e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 38431 members 
Mstep: Class 3 contains 8694 members 
Mstep: Class 5 contains 748 members 
Mstep: Class 6 contains 325642 members 
Mstep: Class 7 contains 4975 members 
Mstep: Class 8 contains 20486 members 
Mstep: Class 9 contains 116913 members 
Mstep: Class 11 contains 34600 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 12291 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 19 contains 31431 members 
Mstep: Class 20 contains 78702 members 
Mstep: Class 23 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66429156.000000 Penalty: 39473.859375
Iteration 25Q: 19 clusters Score -6.642916e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 40348 members 
Mstep: Class 3 contains 8715 members 
Mstep: Class 5 contains 748 members 
Mstep: Class 6 contains 325459 members 
Mstep: Class 7 contains 4972 members 
Mstep: Class 8 contains 20566 members 
Mstep: Class 9 contains 117550 members 
Mstep: Class 11 contains 34008 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 12448 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 16220 members 
Mstep: Class 17 contains 29293 members 
Mstep: Class 19 contains 30960 members 
Mstep: Class 20 contains 77044 members 
Mstep: Class 23 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66431620.000000 Penalty: 39473.859375
Iteration 26Q: 19 clusters Score -6.643162e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 42251 members 
Mstep: Class 3 contains 8747 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 325300 members 
Mstep: Class 7 contains 4944 members 
Mstep: Class 8 contains 20582 members 
Mstep: Class 9 contains 118145 members 
Mstep: Class 11 contains 33388 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 12649 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 570 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 29645 members 
Mstep: Class 19 contains 30492 members 
Mstep: Class 20 contains 75441 members 
Mstep: Class 23 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66434392.000000 Penalty: 39473.859375
Iteration 27Q: 19 clusters Score -6.643439e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44080 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 325102 members 
Mstep: Class 7 contains 4931 members 
Mstep: Class 8 contains 20569 members 
Mstep: Class 9 contains 118600 members 
Mstep: Class 11 contains 32875 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 12864 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 30013 members 
Mstep: Class 19 contains 30008 members 
Mstep: Class 20 contains 73983 members 
Mstep: Class 23 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436776.000000 Penalty: 39473.859375
Iteration 28Q: 19 clusters Score -6.643678e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45743 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 325007 members 
Mstep: Class 7 contains 4912 members 
Mstep: Class 8 contains 20501 members 
Mstep: Class 9 contains 118994 members 
Mstep: Class 11 contains 32554 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 13062 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 16201 members 
Mstep: Class 17 contains 30345 members 
Mstep: Class 19 contains 29538 members 
Mstep: Class 20 contains 72515 members 
Mstep: Class 23 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66438640.000000 Penalty: 39473.859375
Iteration 29Q: 19 clusters Score -6.643864e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 47144 members 
Mstep: Class 3 contains 8830 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 324932 members 
Mstep: Class 7 contains 4914 members 
Mstep: Class 8 contains 20401 members 
Mstep: Class 9 contains 119378 members 
Mstep: Class 11 contains 32456 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 13277 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 16142 members 
Mstep: Class 17 contains 30621 members 
Mstep: Class 19 contains 29063 members 
Mstep: Class 20 contains 71149 members 
Mstep: Class 23 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66440024.000000 Penalty: 39473.859375
Iteration 30Q: 19 clusters Score -6.644002e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 48316 members 
Mstep: Class 3 contains 8859 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 324713 members 
Mstep: Class 7 contains 4908 members 
Mstep: Class 8 contains 20262 members 
Mstep: Class 9 contains 119746 members 
Mstep: Class 11 contains 32538 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 13526 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 16092 members 
Mstep: Class 17 contains 30895 members 
Mstep: Class 19 contains 28647 members 
Mstep: Class 20 contains 69915 members 
Mstep: Class 23 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66441228.000000 Penalty: 39473.859375
Iteration 31Q: 19 clusters Score -6.644123e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 49317 members 
Mstep: Class 3 contains 8895 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 324625 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 20130 members 
Mstep: Class 9 contains 120041 members 
Mstep: Class 11 contains 32662 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 16045 members 
Mstep: Class 17 contains 31155 members 
Mstep: Class 19 contains 28212 members 
Mstep: Class 20 contains 68751 members 
Mstep: Class 23 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66441960.000000 Penalty: 39473.859375
Iteration 32Q: 19 clusters Score -6.644196e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 50158 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 324574 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 19969 members 
Mstep: Class 9 contains 120292 members 
Mstep: Class 11 contains 32810 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 14026 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 16005 members 
Mstep: Class 17 contains 31385 members 
Mstep: Class 19 contains 27833 members 
Mstep: Class 20 contains 67706 members 
Mstep: Class 23 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442196.000000 Penalty: 39473.859375
Iteration 33Q: 19 clusters Score -6.64422e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50885 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 324568 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 19809 members 
Mstep: Class 9 contains 120545 members 
Mstep: Class 11 contains 32997 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 1954 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15958 members 
Mstep: Class 17 contains 31602 members 
Mstep: Class 19 contains 27444 members 
Mstep: Class 20 contains 66755 members 
Mstep: Class 23 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442452.000000 Penalty: 39473.859375
Iteration 34Q: 19 clusters Score -6.644245e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 51527 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 324532 members 
Mstep: Class 7 contains 4900 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 120782 members 
Mstep: Class 11 contains 33165 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 14435 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15925 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 19 contains 27092 members 
Mstep: Class 20 contains 65923 members 
Mstep: Class 23 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442644.000000 Penalty: 39473.859375
Iteration 35Q: 19 clusters Score -6.644264e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 52084 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 324493 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 8 contains 19488 members 
Mstep: Class 9 contains 121044 members 
Mstep: Class 11 contains 33350 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15891 members 
Mstep: Class 17 contains 31994 members 
Mstep: Class 19 contains 26714 members 
Mstep: Class 20 contains 65160 members 
Mstep: Class 23 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442732.000000 Penalty: 39473.859375
Iteration 36Q: 19 clusters Score -6.644273e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 52563 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 324410 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 19367 members 
Mstep: Class 9 contains 121286 members 
Mstep: Class 11 contains 33523 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 14822 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15868 members 
Mstep: Class 17 contains 32163 members 
Mstep: Class 19 contains 26290 members 
Mstep: Class 20 contains 64559 members 
Mstep: Class 23 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442720.000000 Penalty: 39473.859375
Iteration 37Q: 19 clusters Score -6.644272e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 53024 members 
Mstep: Class 3 contains 8972 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 324305 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 19243 members 
Mstep: Class 9 contains 121458 members 
Mstep: Class 11 contains 33672 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 14994 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15837 members 
Mstep: Class 17 contains 32331 members 
Mstep: Class 19 contains 25951 members 
Mstep: Class 20 contains 64041 members 
Mstep: Class 23 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66442728.000000 Penalty: 39473.859375
Iteration 38Q: 19 clusters Score -6.644273e+07 nChanged 2260
Entering ConstructFrom: 
Score: -66442728.000000 Penalty: 39473.859375
Entering ConstructFrom: 
Trying to split cluster 1 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -97503.585938 Penalty: 1147.187866
	Iteration 0F: 2 clusters Score -97503.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -96029.484375 Penalty: 2294.375732
	Iteration 0F: 3 clusters Score -96029.48 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -96346.132812 Penalty: 2294.375732
	Iteration 1F: 3 clusters Score -96346.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -96439.945312 Penalty: 2294.375732
	Iteration 2F: 3 clusters Score -96439.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96536.234375 Penalty: 2294.375732
	Iteration 3F: 3 clusters Score -96536.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -96647.703125 Penalty: 2294.375732
	Iteration 4F: 3 clusters Score -96647.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -96809.718750 Penalty: 2294.375732
	Iteration 5F: 3 clusters Score -96809.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96977.296875 Penalty: 2294.375732
	Iteration 6F: 3 clusters Score -96977.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -97118.203125 Penalty: 2294.375732
	Iteration 7Q: 3 clusters Score -97118.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97241.789062 Penalty: 2294.375732
	Iteration 8Q: 3 clusters Score -97241.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97319.406250 Penalty: 2294.375732
	Iteration 9Q: 3 clusters Score -97319.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -97397.710938 Penalty: 2294.375732
	Iteration 10Q: 3 clusters Score -97397.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -97448.437500 Penalty: 2294.375732
	Iteration 11Q: 3 clusters Score -97448.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97464.078125 Penalty: 2294.375732
	Iteration 12Q: 3 clusters Score -97464.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -97467.984375 Penalty: 2294.375732
	Iteration 13Q: 3 clusters Score -97467.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -97479.187500 Penalty: 2294.375732
	Iteration 14F: 3 clusters Score -97479.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -97495.656250 Penalty: 2294.375732
	Iteration 15Q: 3 clusters Score -97495.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97500.773438 Penalty: 2294.375732
	Iteration 16Q: 3 clusters Score -97500.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97510.625000 Penalty: 2294.375732
	Iteration 17Q: 3 clusters Score -97510.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97511.015625 Penalty: 2294.375732
	Iteration 18Q: 3 clusters Score -97511.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97511.015625 Penalty: 2294.375732
	Iteration 19F: 3 clusters Score -97511.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53410 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 523 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 324250 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 121637 members 
Mstep: Class 11 contains 33808 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 15171 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 19 contains 25632 members 
Mstep: Class 20 contains 63541 members 
Mstep: Class 23 contains 1554 members 
Entering Unmasked Estep 
Score: -66441752.000000 Penalty: 41666.851562
Splitting cluster 1 changes total score from -66442728.000000 to -66441752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (53410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Entering Unmasked Estep 
Score: -5049972.000000 Penalty: 1768.934937
	Iteration 0F: 2 clusters Score -5049972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -5014135.000000 Penalty: 3537.869873
	Iteration 0F: 3 clusters Score -5014135 nChanged 25116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -5028377.000000 Penalty: 3537.869873
	Iteration 1F: 3 clusters Score -5028377 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5028847.000000 Penalty: 3537.869873
	Iteration 2Q: 3 clusters Score -5028847 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5029373.500000 Penalty: 3537.869873
	Iteration 3Q: 3 clusters Score -5029374 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -5030104.000000 Penalty: 3537.869873
	Iteration 4Q: 3 clusters Score -5030104 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -5031216.000000 Penalty: 3537.869873
	Iteration 5Q: 3 clusters Score -5031216 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -5032792.000000 Penalty: 3537.869873
	Iteration 6Q: 3 clusters Score -5032792 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -5034948.500000 Penalty: 3537.869873
	Iteration 7F: 3 clusters Score -5034948 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -5037402.500000 Penalty: 3537.869873
	Iteration 8F: 3 clusters Score -5037402 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -5039652.000000 Penalty: 3537.869873
	Iteration 9F: 3 clusters Score -5039652 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5041454.000000 Penalty: 3537.869873
	Iteration 10Q: 3 clusters Score -5041454 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -5042811.000000 Penalty: 3537.869873
	Iteration 11Q: 3 clusters Score -5042811 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -5043623.500000 Penalty: 3537.869873
	Iteration 12Q: 3 clusters Score -5043624 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5044156.000000 Penalty: 3537.869873
	Iteration 13Q: 3 clusters Score -5044156 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -5044596.000000 Penalty: 3537.869873
	Iteration 14Q: 3 clusters Score -5044596 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -5044941.000000 Penalty: 3537.869873
	Iteration 15Q: 3 clusters Score -5044941 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -5045264.000000 Penalty: 3537.869873
	Iteration 16Q: 3 clusters Score -5045264 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -5045611.000000 Penalty: 3537.869873
	Iteration 17Q: 3 clusters Score -5045611 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -5045969.000000 Penalty: 3537.869873
	Iteration 18Q: 3 clusters Score -5045969 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -5046265.500000 Penalty: 3537.869873
	Iteration 19Q: 3 clusters Score -5046266 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -5046577.000000 Penalty: 3537.869873
	Iteration 20F: 3 clusters Score -5046577 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -5046843.500000 Penalty: 3537.869873
	Iteration 21Q: 3 clusters Score -5046844 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -5047120.000000 Penalty: 3537.869873
	Iteration 22Q: 3 clusters Score -5047120 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -5047341.000000 Penalty: 3537.869873
	Iteration 23Q: 3 clusters Score -5047341 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -5047521.500000 Penalty: 3537.869873
	Iteration 24Q: 3 clusters Score -5047522 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -5047676.000000 Penalty: 3537.869873
	Iteration 25Q: 3 clusters Score -5047676 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -5047828.000000 Penalty: 3537.869873
	Iteration 26Q: 3 clusters Score -5047828 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -5047948.000000 Penalty: 3537.869873
	Iteration 27Q: 3 clusters Score -5047948 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -5048063.000000 Penalty: 3537.869873
	Iteration 28Q: 3 clusters Score -5048063 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -5048144.500000 Penalty: 3537.869873
	Iteration 29Q: 3 clusters Score -5048144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -5048218.000000 Penalty: 3537.869873
	Iteration 30Q: 3 clusters Score -5048218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -5048268.500000 Penalty: 3537.869873
	Iteration 31Q: 3 clusters Score -5048268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -5048310.000000 Penalty: 3537.869873
	Iteration 32Q: 3 clusters Score -5048310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -5048342.000000 Penalty: 3537.869873
	Iteration 33Q: 3 clusters Score -5048342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -5048365.500000 Penalty: 3537.869873
	Iteration 34Q: 3 clusters Score -5048366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -5048383.000000 Penalty: 3537.869873
	Iteration 35Q: 3 clusters Score -5048383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -5048411.000000 Penalty: 3537.869873
	Iteration 36Q: 3 clusters Score -5048411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -5048430.000000 Penalty: 3537.869873
	Iteration 37Q: 3 clusters Score -5048430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -5048439.000000 Penalty: 3537.869873
	Iteration 38Q: 3 clusters Score -5048439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -5048441.000000 Penalty: 3537.869873
	Iteration 39Q: 3 clusters Score -5048441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -5048445.000000 Penalty: 3537.869873
	Iteration 40F: 3 clusters Score -5048445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -5048452.500000 Penalty: 3537.869873
	Iteration 41Q: 3 clusters Score -5048452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -5048453.000000 Penalty: 3537.869873
	Iteration 42Q: 3 clusters Score -5048453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -5048459.000000 Penalty: 3537.869873
	Iteration 43Q: 3 clusters Score -5048459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -5048462.000000 Penalty: 3537.869873
	Iteration 44Q: 3 clusters Score -5048462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -5048460.500000 Penalty: 3537.869873
	Iteration 45Q: 3 clusters Score -5048460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -5048464.500000 Penalty: 3537.869873
	Iteration 46Q: 3 clusters Score -5048464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -5048468.500000 Penalty: 3537.869873
	Iteration 47Q: 3 clusters Score -5048468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -5048469.000000 Penalty: 3537.869873
	Iteration 48Q: 3 clusters Score -5048469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -5048472.000000 Penalty: 3537.869873
	Iteration 49Q: 3 clusters Score -5048472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -5048469.000000 Penalty: 3537.869873
	Iteration 50Q: 3 clusters Score -5048469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -5048472.000000 Penalty: 3537.869873
	Iteration 51Q: 3 clusters Score -5048472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -5048474.000000 Penalty: 3537.869873
	Iteration 52Q: 3 clusters Score -5048474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -5048470.500000 Penalty: 3537.869873
	Iteration 53Q: 3 clusters Score -5048470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -5048470.500000 Penalty: 3537.869873
	Iteration 54F: 3 clusters Score -5048470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Entering Unmasked Estep 
Score: -839024.625000 Penalty: 1479.252075
	Iteration 0F: 2 clusters Score -839024.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -832547.875000 Penalty: 2958.504150
	Iteration 0F: 3 clusters Score -832547.9 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -834508.937500 Penalty: 2958.504150
	Iteration 1F: 3 clusters Score -834508.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -834735.875000 Penalty: 2958.504150
	Iteration 2F: 3 clusters Score -834735.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -834923.437500 Penalty: 2958.504150
	Iteration 3Q: 3 clusters Score -834923.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -835074.437500 Penalty: 2958.504150
	Iteration 4Q: 3 clusters Score -835074.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -835191.875000 Penalty: 2958.504150
	Iteration 5Q: 3 clusters Score -835191.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -835289.875000 Penalty: 2958.504150
	Iteration 6Q: 3 clusters Score -835289.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -835369.000000 Penalty: 2958.504150
	Iteration 7Q: 3 clusters Score -835369 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -835446.875000 Penalty: 2958.504150
	Iteration 8Q: 3 clusters Score -835446.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -835536.187500 Penalty: 2958.504150
	Iteration 9Q: 3 clusters Score -835536.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -835615.437500 Penalty: 2958.504150
	Iteration 10Q: 3 clusters Score -835615.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -835692.000000 Penalty: 2958.504150
	Iteration 11Q: 3 clusters Score -835692 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -835763.500000 Penalty: 2958.504150
	Iteration 12Q: 3 clusters Score -835763.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -835837.812500 Penalty: 2958.504150
	Iteration 13Q: 3 clusters Score -835837.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -835931.250000 Penalty: 2958.504150
	Iteration 14Q: 3 clusters Score -835931.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -836064.312500 Penalty: 2958.504150
	Iteration 15Q: 3 clusters Score -836064.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -836268.625000 Penalty: 2958.504150
	Iteration 16Q: 3 clusters Score -836268.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -836535.875000 Penalty: 2958.504150
	Iteration 17Q: 3 clusters Score -836535.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -836776.500000 Penalty: 2958.504150
	Iteration 18Q: 3 clusters Score -836776.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -836960.250000 Penalty: 2958.504150
	Iteration 19Q: 3 clusters Score -836960.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -837065.062500 Penalty: 2958.504150
	Iteration 20F: 3 clusters Score -837065.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -837122.187500 Penalty: 2958.504150
	Iteration 21Q: 3 clusters Score -837122.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -837160.000000 Penalty: 2958.504150
	Iteration 22Q: 3 clusters Score -837160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -837187.937500 Penalty: 2958.504150
	Iteration 23Q: 3 clusters Score -837187.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -837205.187500 Penalty: 2958.504150
	Iteration 24Q: 3 clusters Score -837205.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -837222.187500 Penalty: 2958.504150
	Iteration 25Q: 3 clusters Score -837222.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -837239.000000 Penalty: 2958.504150
	Iteration 26Q: 3 clusters Score -837239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -837247.875000 Penalty: 2958.504150
	Iteration 27Q: 3 clusters Score -837247.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -837258.937500 Penalty: 2958.504150
	Iteration 28Q: 3 clusters Score -837258.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -837266.312500 Penalty: 2958.504150
	Iteration 29Q: 3 clusters Score -837266.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -837272.062500 Penalty: 2958.504150
	Iteration 30Q: 3 clusters Score -837272.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -837279.250000 Penalty: 2958.504150
	Iteration 31Q: 3 clusters Score -837279.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -837284.375000 Penalty: 2958.504150
	Iteration 32Q: 3 clusters Score -837284.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -837288.562500 Penalty: 2958.504150
	Iteration 33Q: 3 clusters Score -837288.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -837291.562500 Penalty: 2958.504150
	Iteration 34Q: 3 clusters Score -837291.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -837295.812500 Penalty: 2958.504150
	Iteration 35Q: 3 clusters Score -837295.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -837298.125000 Penalty: 2958.504150
	Iteration 36Q: 3 clusters Score -837298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -837301.125000 Penalty: 2958.504150
	Iteration 37Q: 3 clusters Score -837301.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -837303.187500 Penalty: 2958.504150
	Iteration 38Q: 3 clusters Score -837303.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -837304.812500 Penalty: 2958.504150
	Iteration 39Q: 3 clusters Score -837304.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -837307.875000 Penalty: 2958.504150
	Iteration 40F: 3 clusters Score -837307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -837311.250000 Penalty: 2958.504150
	Iteration 41Q: 3 clusters Score -837311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -837313.562500 Penalty: 2958.504150
	Iteration 42Q: 3 clusters Score -837313.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -837319.625000 Penalty: 2958.504150
	Iteration 43Q: 3 clusters Score -837319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -837323.187500 Penalty: 2958.504150
	Iteration 44Q: 3 clusters Score -837323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -837324.250000 Penalty: 2958.504150
	Iteration 45Q: 3 clusters Score -837324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -837323.500000 Penalty: 2958.504150
	Iteration 46Q: 3 clusters Score -837323.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -837324.250000 Penalty: 2958.504150
	Iteration 47Q: 3 clusters Score -837324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -837324.750000 Penalty: 2958.504150
	Iteration 48Q: 3 clusters Score -837324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -837327.187500 Penalty: 2958.504150
	Iteration 49Q: 3 clusters Score -837327.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -837327.312500 Penalty: 2958.504150
	Iteration 50Q: 3 clusters Score -837327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -837329.500000 Penalty: 2958.504150
	Iteration 51Q: 3 clusters Score -837329.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -837330.437500 Penalty: 2958.504150
	Iteration 52Q: 3 clusters Score -837330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -837332.437500 Penalty: 2958.504150
	Iteration 53Q: 3 clusters Score -837332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -837331.125000 Penalty: 2958.504150
	Iteration 54Q: 3 clusters Score -837331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -837331.125000 Penalty: 2958.504150
	Iteration 55F: 3 clusters Score -837331.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -49781.789062 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -49781.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48659.484375 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -48659.48 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49266.132812 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -49266.13 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -49650.007812 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -49650.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -49826.769531 Penalty: 2154.113525
	Iteration 3F: 3 clusters Score -49826.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -49900.660156 Penalty: 2154.113525
	Iteration 4Q: 3 clusters Score -49900.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49964.402344 Penalty: 2154.113525
	Iteration 5Q: 3 clusters Score -49964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49991.347656 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -49991.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50019.371094 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -50019.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -50052.402344 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -50052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -50062.156250 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -50062.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -50065.589844 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -50065.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -50067.109375 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -50067.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -50067.968750 Penalty: 2154.113525
	Iteration 12F: 3 clusters Score -50067.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -50071.898438 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -50071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -50073.039062 Penalty: 2154.113525
	Iteration 14Q: 3 clusters Score -50073.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -50073.039062 Penalty: 2154.113525
	Iteration 15F: 3 clusters Score -50073.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53410 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 466 members 
Mstep: Class 5 contains 290 members 
Mstep: Class 6 contains 324250 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 121637 members 
Mstep: Class 11 contains 33808 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 15171 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 19 contains 25632 members 
Mstep: Class 20 contains 63541 members 
Mstep: Class 23 contains 1554 members 
Entering Unmasked Estep 
Score: -66441924.000000 Penalty: 41666.851562
Splitting cluster 5 changes total score from -66442728.000000 to -66441924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (324250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324250 members 
Entering Unmasked Estep 
Score: -30155972.000000 Penalty: 2062.006348
	Iteration 0F: 2 clusters Score -3.015597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 162139 members 
Entering Unmasked Estep 
Score: -29955994.000000 Penalty: 4124.012695
	Iteration 0F: 3 clusters Score -2.995599e+07 nChanged 157918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -30052092.000000 Penalty: 4124.012695
	Iteration 1F: 3 clusters Score -3.005209e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159895 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -30054852.000000 Penalty: 4124.012695
	Iteration 2Q: 3 clusters Score -3.005485e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158068 members 
Mstep: Class 2 contains 166182 members 
Entering Unmasked Estep 
Score: -30058248.000000 Penalty: 4124.012695
	Iteration 3Q: 3 clusters Score -3.005825e+07 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155460 members 
Mstep: Class 2 contains 168790 members 
Entering Unmasked Estep 
Score: -30063220.000000 Penalty: 4124.012695
	Iteration 4Q: 3 clusters Score -3.006322e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151821 members 
Mstep: Class 2 contains 172429 members 
Entering Unmasked Estep 
Score: -30069406.000000 Penalty: 4124.012695
	Iteration 5Q: 3 clusters Score -3.006941e+07 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 176696 members 
Entering Unmasked Estep 
Score: -30077196.000000 Penalty: 4124.012695
	Iteration 6Q: 3 clusters Score -3.00772e+07 nChanged 17545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142659 members 
Mstep: Class 2 contains 181591 members 
Entering Unmasked Estep 
Score: -30086704.000000 Penalty: 4124.012695
	Iteration 7F: 3 clusters Score -3.00867e+07 nChanged 18305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 187074 members 
Entering Unmasked Estep 
Score: -30096642.000000 Penalty: 4124.012695
	Iteration 8F: 3 clusters Score -3.009664e+07 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 192419 members 
Entering Unmasked Estep 
Score: -30106192.000000 Penalty: 4124.012695
	Iteration 9F: 3 clusters Score -3.010619e+07 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127214 members 
Mstep: Class 2 contains 197036 members 
Entering Unmasked Estep 
Score: -30113684.000000 Penalty: 4124.012695
	Iteration 10Q: 3 clusters Score -3.011368e+07 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122978 members 
Mstep: Class 2 contains 201272 members 
Entering Unmasked Estep 
Score: -30118184.000000 Penalty: 4124.012695
	Iteration 11Q: 3 clusters Score -3.011818e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119008 members 
Mstep: Class 2 contains 205242 members 
Entering Unmasked Estep 
Score: -30120258.000000 Penalty: 4124.012695
	Iteration 12Q: 3 clusters Score -3.012026e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 209092 members 
Entering Unmasked Estep 
Score: -30120800.000000 Penalty: 4124.012695
	Iteration 13Q: 3 clusters Score -3.01208e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 212853 members 
Entering Unmasked Estep 
Score: -30121022.000000 Penalty: 4124.012695
	Iteration 14Q: 3 clusters Score -3.012102e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107801 members 
Mstep: Class 2 contains 216449 members 
Entering Unmasked Estep 
Score: -30121422.000000 Penalty: 4124.012695
	Iteration 15Q: 3 clusters Score -3.012142e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Mstep: Class 2 contains 219911 members 
Entering Unmasked Estep 
Score: -30121836.000000 Penalty: 4124.012695
	Iteration 16Q: 3 clusters Score -3.012184e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 223235 members 
Entering Unmasked Estep 
Score: -30122294.000000 Penalty: 4124.012695
	Iteration 17Q: 3 clusters Score -3.012229e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 226384 members 
Entering Unmasked Estep 
Score: -30122886.000000 Penalty: 4124.012695
	Iteration 18Q: 3 clusters Score -3.012289e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 229229 members 
Entering Unmasked Estep 
Score: -30123414.000000 Penalty: 4124.012695
	Iteration 19Q: 3 clusters Score -3.012341e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 231908 members 
Entering Unmasked Estep 
Score: -30124136.000000 Penalty: 4124.012695
	Iteration 20F: 3 clusters Score -3.012414e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 234456 members 
Entering Unmasked Estep 
Score: -30124982.000000 Penalty: 4124.012695
	Iteration 21Q: 3 clusters Score -3.012498e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 236874 members 
Entering Unmasked Estep 
Score: -30125730.000000 Penalty: 4124.012695
	Iteration 22Q: 3 clusters Score -3.012573e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 239157 members 
Entering Unmasked Estep 
Score: -30126218.000000 Penalty: 4124.012695
	Iteration 23Q: 3 clusters Score -3.012622e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 241387 members 
Entering Unmasked Estep 
Score: -30127036.000000 Penalty: 4124.012695
	Iteration 24Q: 3 clusters Score -3.012704e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 243610 members 
Entering Unmasked Estep 
Score: -30127688.000000 Penalty: 4124.012695
	Iteration 25Q: 3 clusters Score -3.012769e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 245833 members 
Entering Unmasked Estep 
Score: -30128680.000000 Penalty: 4124.012695
	Iteration 26Q: 3 clusters Score -3.012868e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 248122 members 
Entering Unmasked Estep 
Score: -30129704.000000 Penalty: 4124.012695
	Iteration 27Q: 3 clusters Score -3.01297e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 250357 members 
Entering Unmasked Estep 
Score: -30130776.000000 Penalty: 4124.012695
	Iteration 28Q: 3 clusters Score -3.013078e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 252511 members 
Entering Unmasked Estep 
Score: -30131906.000000 Penalty: 4124.012695
	Iteration 29Q: 3 clusters Score -3.013191e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 254798 members 
Entering Unmasked Estep 
Score: -30133070.000000 Penalty: 4124.012695
	Iteration 30Q: 3 clusters Score -3.013307e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 257099 members 
Entering Unmasked Estep 
Score: -30134146.000000 Penalty: 4124.012695
	Iteration 31Q: 3 clusters Score -3.013415e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 259442 members 
Entering Unmasked Estep 
Score: -30135304.000000 Penalty: 4124.012695
	Iteration 32Q: 3 clusters Score -3.01353e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 261845 members 
Entering Unmasked Estep 
Score: -30136674.000000 Penalty: 4124.012695
	Iteration 33Q: 3 clusters Score -3.013667e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 264397 members 
Entering Unmasked Estep 
Score: -30137978.000000 Penalty: 4124.012695
	Iteration 34Q: 3 clusters Score -3.013798e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 267033 members 
Entering Unmasked Estep 
Score: -30139434.000000 Penalty: 4124.012695
	Iteration 35Q: 3 clusters Score -3.013943e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 269785 members 
Entering Unmasked Estep 
Score: -30140960.000000 Penalty: 4124.012695
	Iteration 36Q: 3 clusters Score -3.014096e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 272647 members 
Entering Unmasked Estep 
Score: -30142214.000000 Penalty: 4124.012695
	Iteration 37Q: 3 clusters Score -3.014221e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 275594 members 
Entering Unmasked Estep 
Score: -30143742.000000 Penalty: 4124.012695
	Iteration 38Q: 3 clusters Score -3.014374e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 278558 members 
Entering Unmasked Estep 
Score: -30145480.000000 Penalty: 4124.012695
	Iteration 39Q: 3 clusters Score -3.014548e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 281612 members 
Entering Unmasked Estep 
Score: -30147132.000000 Penalty: 4124.012695
	Iteration 40F: 3 clusters Score -3.014713e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 284359 members 
Entering Unmasked Estep 
Score: -30148750.000000 Penalty: 4124.012695
	Iteration 41Q: 3 clusters Score -3.014875e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 287001 members 
Entering Unmasked Estep 
Score: -30150364.000000 Penalty: 4124.012695
	Iteration 42Q: 3 clusters Score -3.015036e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 289537 members 
Entering Unmasked Estep 
Score: -30152028.000000 Penalty: 4124.012695
	Iteration 43Q: 3 clusters Score -3.015203e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 291976 members 
Entering Unmasked Estep 
Score: -30153402.000000 Penalty: 4124.012695
	Iteration 44Q: 3 clusters Score -3.01534e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 294134 members 
Entering Unmasked Estep 
Score: -30154696.000000 Penalty: 4124.012695
	Iteration 45Q: 3 clusters Score -3.01547e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 296234 members 
Entering Unmasked Estep 
Score: -30156880.000000 Penalty: 4124.012695
	Iteration 46Q: 3 clusters Score -3.015688e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 298361 members 
Entering Unmasked Estep 
Score: -30158892.000000 Penalty: 4124.012695
	Iteration 47Q: 3 clusters Score -3.015889e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 300421 members 
Entering Unmasked Estep 
Score: -30160782.000000 Penalty: 4124.012695
	Iteration 48Q: 3 clusters Score -3.016078e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 302434 members 
Entering Unmasked Estep 
Score: -30162276.000000 Penalty: 4124.012695
	Iteration 49Q: 3 clusters Score -3.016228e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 304298 members 
Entering Unmasked Estep 
Score: -30163318.000000 Penalty: 4124.012695
	Iteration 50Q: 3 clusters Score -3.016332e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 306058 members 
Entering Unmasked Estep 
Score: -30164096.000000 Penalty: 4124.012695
	Iteration 51Q: 3 clusters Score -3.01641e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 307626 members 
Entering Unmasked Estep 
Score: -30164490.000000 Penalty: 4124.012695
	Iteration 52Q: 3 clusters Score -3.016449e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 308955 members 
Entering Unmasked Estep 
Score: -30164658.000000 Penalty: 4124.012695
	Iteration 53Q: 3 clusters Score -3.016466e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 310141 members 
Entering Unmasked Estep 
Score: -30164970.000000 Penalty: 4124.012695
	Iteration 54Q: 3 clusters Score -3.016497e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 311044 members 
Entering Unmasked Estep 
Score: -30164932.000000 Penalty: 4124.012695
	Iteration 55Q: 3 clusters Score -3.016493e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 311703 members 
Entering Unmasked Estep 
Score: -30164820.000000 Penalty: 4124.012695
	Iteration 56Q: 3 clusters Score -3.016482e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 312149 members 
Entering Unmasked Estep 
Score: -30164806.000000 Penalty: 4124.012695
	Iteration 57Q: 3 clusters Score -3.016481e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 312474 members 
Entering Unmasked Estep 
Score: -30164824.000000 Penalty: 4124.012695
	Iteration 58Q: 3 clusters Score -3.016482e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 312706 members 
Entering Unmasked Estep 
Score: -30164840.000000 Penalty: 4124.012695
	Iteration 59Q: 3 clusters Score -3.016484e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 312845 members 
Entering Unmasked Estep 
Score: -30164814.000000 Penalty: 4124.012695
	Iteration 60F: 3 clusters Score -3.016481e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 312920 members 
Entering Unmasked Estep 
Score: -30164734.000000 Penalty: 4124.012695
	Iteration 61Q: 3 clusters Score -3.016473e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 312986 members 
Entering Unmasked Estep 
Score: -30164674.000000 Penalty: 4124.012695
	Iteration 62Q: 3 clusters Score -3.016467e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 313012 members 
Entering Unmasked Estep 
Score: -30164770.000000 Penalty: 4124.012695
	Iteration 63Q: 3 clusters Score -3.016477e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 313044 members 
Entering Unmasked Estep 
Score: -30164724.000000 Penalty: 4124.012695
	Iteration 64Q: 3 clusters Score -3.016472e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 313046 members 
Entering Unmasked Estep 
Score: -30164728.000000 Penalty: 4124.012695
	Iteration 65Q: 3 clusters Score -3.016473e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 313068 members 
Entering Unmasked Estep 
Score: -30164724.000000 Penalty: 4124.012695
	Iteration 66Q: 3 clusters Score -3.016472e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 313071 members 
Entering Unmasked Estep 
Score: -30164692.000000 Penalty: 4124.012695
	Iteration 67Q: 3 clusters Score -3.016469e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 313073 members 
Entering Unmasked Estep 
Score: -30164708.000000 Penalty: 4124.012695
	Iteration 68Q: 3 clusters Score -3.016471e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 313084 members 
Entering Unmasked Estep 
Score: -30164704.000000 Penalty: 4124.012695
	Iteration 69Q: 3 clusters Score -3.01647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 313090 members 
Entering Unmasked Estep 
Score: -30164702.000000 Penalty: 4124.012695
	Iteration 70Q: 3 clusters Score -3.01647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 313094 members 
Entering Unmasked Estep 
Score: -30164682.000000 Penalty: 4124.012695
	Iteration 71Q: 3 clusters Score -3.016468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 313099 members 
Entering Unmasked Estep 
Score: -30164670.000000 Penalty: 4124.012695
	Iteration 72Q: 3 clusters Score -3.016467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 313102 members 
Entering Unmasked Estep 
Score: -30164676.000000 Penalty: 4124.012695
	Iteration 73Q: 3 clusters Score -3.016468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 313105 members 
Entering Unmasked Estep 
Score: -30164702.000000 Penalty: 4124.012695
	Iteration 74Q: 3 clusters Score -3.01647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 313108 members 
Entering Unmasked Estep 
Score: -30164694.000000 Penalty: 4124.012695
	Iteration 75Q: 3 clusters Score -3.016469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 313109 members 
Entering Unmasked Estep 
Score: -30164700.000000 Penalty: 4124.012695
	Iteration 76Q: 3 clusters Score -3.01647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 313116 members 
Entering Unmasked Estep 
Score: -30164686.000000 Penalty: 4124.012695
	Iteration 77Q: 3 clusters Score -3.016469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 313120 members 
Entering Unmasked Estep 
Score: -30164694.000000 Penalty: 4124.012695
	Iteration 78Q: 3 clusters Score -3.016469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 313126 members 
Entering Unmasked Estep 
Score: -30164684.000000 Penalty: 4124.012695
	Iteration 79Q: 3 clusters Score -3.016468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 313125 members 
Entering Unmasked Estep 
Score: -30164668.000000 Penalty: 4124.012695
	Iteration 80F: 3 clusters Score -3.016467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 313126 members 
Entering Unmasked Estep 
Score: -30164666.000000 Penalty: 4124.012695
	Iteration 81Q: 3 clusters Score -3.016467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 313127 members 
Entering Unmasked Estep 
Score: -30164664.000000 Penalty: 4124.012695
	Iteration 82Q: 3 clusters Score -3.016466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 313130 members 
Entering Unmasked Estep 
Score: -30164652.000000 Penalty: 4124.012695
	Iteration 83Q: 3 clusters Score -3.016465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 313134 members 
Entering Unmasked Estep 
Score: -30164638.000000 Penalty: 4124.012695
	Iteration 84Q: 3 clusters Score -3.016464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 313137 members 
Entering Unmasked Estep 
Score: -30164660.000000 Penalty: 4124.012695
	Iteration 85Q: 3 clusters Score -3.016466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 313138 members 
Entering Unmasked Estep 
Score: -30164648.000000 Penalty: 4124.012695
	Iteration 86Q: 3 clusters Score -3.016465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 313140 members 
Entering Unmasked Estep 
Score: -30164648.000000 Penalty: 4124.012695
	Iteration 87Q: 3 clusters Score -3.016465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 313141 members 
Entering Unmasked Estep 
Score: -30164652.000000 Penalty: 4124.012695
	Iteration 88Q: 3 clusters Score -3.016465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 313142 members 
Entering Unmasked Estep 
Score: -30164658.000000 Penalty: 4124.012695
	Iteration 89Q: 3 clusters Score -3.016466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 313142 members 
Entering Unmasked Estep 
Score: -30164654.000000 Penalty: 4124.012695
	Iteration 90Q: 3 clusters Score -3.016465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 313143 members 
Entering Unmasked Estep 
Score: -30164652.000000 Penalty: 4124.012695
	Iteration 91Q: 3 clusters Score -3.016465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 313144 members 
Entering Unmasked Estep 
Score: -30164672.000000 Penalty: 4124.012695
	Iteration 92Q: 3 clusters Score -3.016467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 313148 members 
Entering Unmasked Estep 
Score: -30164664.000000 Penalty: 4124.012695
	Iteration 93Q: 3 clusters Score -3.016466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 313153 members 
Entering Unmasked Estep 
Score: -30164664.000000 Penalty: 4124.012695
	Iteration 94Q: 3 clusters Score -3.016466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 313155 members 
Entering Unmasked Estep 
Score: -30164674.000000 Penalty: 4124.012695
	Iteration 95Q: 3 clusters Score -3.016467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 313157 members 
Entering Unmasked Estep 
Score: -30164658.000000 Penalty: 4124.012695
	Iteration 96Q: 3 clusters Score -3.016466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 313158 members 
Entering Unmasked Estep 
Score: -30164664.000000 Penalty: 4124.012695
	Iteration 97Q: 3 clusters Score -3.016466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 313163 members 
Entering Unmasked Estep 
Score: -30164664.000000 Penalty: 4124.012695
	Iteration 98Q: 3 clusters Score -3.016466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 313168 members 
Entering Unmasked Estep 
Score: -30164654.000000 Penalty: 4124.012695
	Iteration 99Q: 3 clusters Score -3.016465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 313170 members 
Entering Unmasked Estep 
Score: -30164686.000000 Penalty: 4124.012695
	Iteration 100F: 3 clusters Score -3.016469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 313173 members 
Entering Unmasked Estep 
Score: -30164676.000000 Penalty: 4124.012695
	Iteration 101Q: 3 clusters Score -3.016468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 313175 members 
Entering Unmasked Estep 
Score: -30164682.000000 Penalty: 4124.012695
	Iteration 102Q: 3 clusters Score -3.016468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 313180 members 
Entering Unmasked Estep 
Score: -30164668.000000 Penalty: 4124.012695
	Iteration 103Q: 3 clusters Score -3.016467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 313183 members 
Entering Unmasked Estep 
Score: -30164672.000000 Penalty: 4124.012695
	Iteration 104Q: 3 clusters Score -3.016467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 313187 members 
Entering Unmasked Estep 
Score: -30164672.000000 Penalty: 4124.012695
	Iteration 105Q: 3 clusters Score -3.016467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 313190 members 
Entering Unmasked Estep 
Score: -30164674.000000 Penalty: 4124.012695
	Iteration 106Q: 3 clusters Score -3.016467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 313195 members 
Entering Unmasked Estep 
Score: -30164678.000000 Penalty: 4124.012695
	Iteration 107Q: 3 clusters Score -3.016468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 313202 members 
Entering Unmasked Estep 
Score: -30164652.000000 Penalty: 4124.012695
	Iteration 108Q: 3 clusters Score -3.016465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 313203 members 
Entering Unmasked Estep 
Score: -30164648.000000 Penalty: 4124.012695
	Iteration 109Q: 3 clusters Score -3.016465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 313206 members 
Entering Unmasked Estep 
Score: -30164646.000000 Penalty: 4124.012695
	Iteration 110Q: 3 clusters Score -3.016465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 313211 members 
Entering Unmasked Estep 
Score: -30164658.000000 Penalty: 4124.012695
	Iteration 111Q: 3 clusters Score -3.016466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 313214 members 
Entering Unmasked Estep 
Score: -30164648.000000 Penalty: 4124.012695
	Iteration 112Q: 3 clusters Score -3.016465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 313217 members 
Entering Unmasked Estep 
Score: -30164654.000000 Penalty: 4124.012695
	Iteration 113Q: 3 clusters Score -3.016465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 313220 members 
Entering Unmasked Estep 
Score: -30164640.000000 Penalty: 4124.012695
	Iteration 114Q: 3 clusters Score -3.016464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 313222 members 
Entering Unmasked Estep 
Score: -30164634.000000 Penalty: 4124.012695
	Iteration 115Q: 3 clusters Score -3.016463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 313225 members 
Entering Unmasked Estep 
Score: -30164652.000000 Penalty: 4124.012695
	Iteration 116Q: 3 clusters Score -3.016465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 313227 members 
Entering Unmasked Estep 
Score: -30164638.000000 Penalty: 4124.012695
	Iteration 117Q: 3 clusters Score -3.016464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 313227 members 
Entering Unmasked Estep 
Score: -30164638.000000 Penalty: 4124.012695
	Iteration 118F: 3 clusters Score -3.016464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53410 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 313227 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 121637 members 
Mstep: Class 11 contains 33808 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 15171 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 19 contains 25632 members 
Mstep: Class 20 contains 63541 members 
Mstep: Class 23 contains 1554 members 
Entering Unmasked Estep 
Score: -66451740.000000 Penalty: 41666.851562
Splitting cluster 6 changes total score from -66442728.000000 to -66451740.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 7 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -440241.000000 Penalty: 1380.926758
	Iteration 0F: 2 clusters Score -440241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -436300.187500 Penalty: 2761.853516
	Iteration 0F: 3 clusters Score -436300.2 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -437540.718750 Penalty: 2761.853516
	Iteration 1F: 3 clusters Score -437540.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -437787.687500 Penalty: 2761.853516
	Iteration 2F: 3 clusters Score -437787.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -437945.062500 Penalty: 2761.853516
	Iteration 3F: 3 clusters Score -437945.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -438069.843750 Penalty: 2761.853516
	Iteration 4Q: 3 clusters Score -438069.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -438176.562500 Penalty: 2761.853516
	Iteration 5Q: 3 clusters Score -438176.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -438284.000000 Penalty: 2761.853516
	Iteration 6Q: 3 clusters Score -438284 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -438400.656250 Penalty: 2761.853516
	Iteration 7Q: 3 clusters Score -438400.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -438513.875000 Penalty: 2761.853516
	Iteration 8Q: 3 clusters Score -438513.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -438644.406250 Penalty: 2761.853516
	Iteration 9Q: 3 clusters Score -438644.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -438765.843750 Penalty: 2761.853516
	Iteration 10Q: 3 clusters Score -438765.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -438872.812500 Penalty: 2761.853516
	Iteration 11Q: 3 clusters Score -438872.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -438938.625000 Penalty: 2761.853516
	Iteration 12Q: 3 clusters Score -438938.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -438988.406250 Penalty: 2761.853516
	Iteration 13Q: 3 clusters Score -438988.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -439031.843750 Penalty: 2761.853516
	Iteration 14Q: 3 clusters Score -439031.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -439067.937500 Penalty: 2761.853516
	Iteration 15Q: 3 clusters Score -439067.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -439099.000000 Penalty: 2761.853516
	Iteration 16Q: 3 clusters Score -439099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -439121.531250 Penalty: 2761.853516
	Iteration 17Q: 3 clusters Score -439121.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -439141.593750 Penalty: 2761.853516
	Iteration 18Q: 3 clusters Score -439141.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -439165.937500 Penalty: 2761.853516
	Iteration 19Q: 3 clusters Score -439165.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -439190.625000 Penalty: 2761.853516
	Iteration 20F: 3 clusters Score -439190.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -439206.625000 Penalty: 2761.853516
	Iteration 21Q: 3 clusters Score -439206.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -439220.781250 Penalty: 2761.853516
	Iteration 22Q: 3 clusters Score -439220.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -439235.812500 Penalty: 2761.853516
	Iteration 23Q: 3 clusters Score -439235.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -439244.125000 Penalty: 2761.853516
	Iteration 24Q: 3 clusters Score -439244.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -439259.500000 Penalty: 2761.853516
	Iteration 25Q: 3 clusters Score -439259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -439275.281250 Penalty: 2761.853516
	Iteration 26Q: 3 clusters Score -439275.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -439294.500000 Penalty: 2761.853516
	Iteration 27Q: 3 clusters Score -439294.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -439324.718750 Penalty: 2761.853516
	Iteration 28Q: 3 clusters Score -439324.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -439375.281250 Penalty: 2761.853516
	Iteration 29Q: 3 clusters Score -439375.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -439427.906250 Penalty: 2761.853516
	Iteration 30Q: 3 clusters Score -439427.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -439457.812500 Penalty: 2761.853516
	Iteration 31Q: 3 clusters Score -439457.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -439464.312500 Penalty: 2761.853516
	Iteration 32Q: 3 clusters Score -439464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -439469.812500 Penalty: 2761.853516
	Iteration 33Q: 3 clusters Score -439469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -439472.625000 Penalty: 2761.853516
	Iteration 34Q: 3 clusters Score -439472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -439474.656250 Penalty: 2761.853516
	Iteration 35Q: 3 clusters Score -439474.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -439476.218750 Penalty: 2761.853516
	Iteration 36Q: 3 clusters Score -439476.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -439481.281250 Penalty: 2761.853516
	Iteration 37Q: 3 clusters Score -439481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -439485.375000 Penalty: 2761.853516
	Iteration 38Q: 3 clusters Score -439485.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -439491.406250 Penalty: 2761.853516
	Iteration 39Q: 3 clusters Score -439491.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -439499.531250 Penalty: 2761.853516
	Iteration 40F: 3 clusters Score -439499.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -439505.281250 Penalty: 2761.853516
	Iteration 41Q: 3 clusters Score -439505.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -439509.031250 Penalty: 2761.853516
	Iteration 42Q: 3 clusters Score -439509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -439511.375000 Penalty: 2761.853516
	Iteration 43Q: 3 clusters Score -439511.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -439512.468750 Penalty: 2761.853516
	Iteration 44Q: 3 clusters Score -439512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -439514.750000 Penalty: 2761.853516
	Iteration 45Q: 3 clusters Score -439514.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -439516.937500 Penalty: 2761.853516
	Iteration 46Q: 3 clusters Score -439516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -439518.500000 Penalty: 2761.853516
	Iteration 47Q: 3 clusters Score -439518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -439520.812500 Penalty: 2761.853516
	Iteration 48Q: 3 clusters Score -439520.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -439522.968750 Penalty: 2761.853516
	Iteration 49Q: 3 clusters Score -439523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -439524.750000 Penalty: 2761.853516
	Iteration 50Q: 3 clusters Score -439524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -439527.250000 Penalty: 2761.853516
	Iteration 51Q: 3 clusters Score -439527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -439528.843750 Penalty: 2761.853516
	Iteration 52Q: 3 clusters Score -439528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -439530.062500 Penalty: 2761.853516
	Iteration 53Q: 3 clusters Score -439530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -439531.156250 Penalty: 2761.853516
	Iteration 54Q: 3 clusters Score -439531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -439531.156250 Penalty: 2761.853516
	Iteration 55Q: 3 clusters Score -439531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -439531.031250 Penalty: 2761.853516
	Iteration 56Q: 3 clusters Score -439531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -439531.906250 Penalty: 2761.853516
	Iteration 57Q: 3 clusters Score -439531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -439532.875000 Penalty: 2761.853516
	Iteration 58Q: 3 clusters Score -439532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -439532.875000 Penalty: 2761.853516
	Iteration 59Q: 3 clusters Score -439532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -439533.437500 Penalty: 2761.853516
	Iteration 60F: 3 clusters Score -439533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -439533.093750 Penalty: 2761.853516
	Iteration 61Q: 3 clusters Score -439533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -439534.375000 Penalty: 2761.853516
	Iteration 62Q: 3 clusters Score -439534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -439533.781250 Penalty: 2761.853516
	Iteration 63Q: 3 clusters Score -439533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -439533.781250 Penalty: 2761.853516
	Iteration 64F: 3 clusters Score -439533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Entering Unmasked Estep 
Score: -1670855.875000 Penalty: 1602.123657
	Iteration 0F: 2 clusters Score -1670856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1657801.875000 Penalty: 3204.247314
	Iteration 0F: 3 clusters Score -1657802 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1663083.375000 Penalty: 3204.247314
	Iteration 1F: 3 clusters Score -1663083 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1664302.125000 Penalty: 3204.247314
	Iteration 2F: 3 clusters Score -1664302 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1665660.250000 Penalty: 3204.247314
	Iteration 3F: 3 clusters Score -1665660 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1666842.500000 Penalty: 3204.247314
	Iteration 4F: 3 clusters Score -1666842 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1667822.250000 Penalty: 3204.247314
	Iteration 5F: 3 clusters Score -1667822 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1668495.125000 Penalty: 3204.247314
	Iteration 6F: 3 clusters Score -1668495 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1669033.250000 Penalty: 3204.247314
	Iteration 7Q: 3 clusters Score -1669033 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1669512.125000 Penalty: 3204.247314
	Iteration 8Q: 3 clusters Score -1669512 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1669915.250000 Penalty: 3204.247314
	Iteration 9Q: 3 clusters Score -1669915 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1670115.750000 Penalty: 3204.247314
	Iteration 10Q: 3 clusters Score -1670116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1670211.625000 Penalty: 3204.247314
	Iteration 11Q: 3 clusters Score -1670212 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1670280.500000 Penalty: 3204.247314
	Iteration 12Q: 3 clusters Score -1670280 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1670319.375000 Penalty: 3204.247314
	Iteration 13Q: 3 clusters Score -1670319 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1670350.500000 Penalty: 3204.247314
	Iteration 14Q: 3 clusters Score -1670350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1670374.250000 Penalty: 3204.247314
	Iteration 15Q: 3 clusters Score -1670374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1670391.625000 Penalty: 3204.247314
	Iteration 16Q: 3 clusters Score -1670392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1670404.500000 Penalty: 3204.247314
	Iteration 17Q: 3 clusters Score -1670404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1670418.000000 Penalty: 3204.247314
	Iteration 18Q: 3 clusters Score -1670418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1670423.000000 Penalty: 3204.247314
	Iteration 19Q: 3 clusters Score -1670423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1670433.125000 Penalty: 3204.247314
	Iteration 20F: 3 clusters Score -1670433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1670437.000000 Penalty: 3204.247314
	Iteration 21Q: 3 clusters Score -1670437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1670437.500000 Penalty: 3204.247314
	Iteration 22Q: 3 clusters Score -1670438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1670438.875000 Penalty: 3204.247314
	Iteration 23Q: 3 clusters Score -1670439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1670440.625000 Penalty: 3204.247314
	Iteration 24Q: 3 clusters Score -1670441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1670443.000000 Penalty: 3204.247314
	Iteration 25Q: 3 clusters Score -1670443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1670447.125000 Penalty: 3204.247314
	Iteration 26Q: 3 clusters Score -1670447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1670448.375000 Penalty: 3204.247314
	Iteration 27Q: 3 clusters Score -1670448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1670452.000000 Penalty: 3204.247314
	Iteration 28Q: 3 clusters Score -1670452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1670453.500000 Penalty: 3204.247314
	Iteration 29Q: 3 clusters Score -1670454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1670457.000000 Penalty: 3204.247314
	Iteration 30Q: 3 clusters Score -1670457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1670456.625000 Penalty: 3204.247314
	Iteration 31Q: 3 clusters Score -1670457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1670453.375000 Penalty: 3204.247314
	Iteration 32Q: 3 clusters Score -1670453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1670457.625000 Penalty: 3204.247314
	Iteration 33Q: 3 clusters Score -1670458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1670461.500000 Penalty: 3204.247314
	Iteration 34Q: 3 clusters Score -1670462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1670459.625000 Penalty: 3204.247314
	Iteration 35Q: 3 clusters Score -1670460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1670460.875000 Penalty: 3204.247314
	Iteration 36Q: 3 clusters Score -1670461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1670462.000000 Penalty: 3204.247314
	Iteration 37Q: 3 clusters Score -1670462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1670460.875000 Penalty: 3204.247314
	Iteration 38Q: 3 clusters Score -1670461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1670462.875000 Penalty: 3204.247314
	Iteration 39Q: 3 clusters Score -1670463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1670462.875000 Penalty: 3204.247314
	Iteration 40F: 3 clusters Score -1670463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (121637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121637 members 
Entering Unmasked Estep 
Score: -11504170.000000 Penalty: 1902.679443
	Iteration 0F: 2 clusters Score -1.150417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -11423045.000000 Penalty: 3805.358887
	Iteration 0F: 3 clusters Score -1.142304e+07 nChanged 58336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -11456531.000000 Penalty: 3805.358887
	Iteration 1F: 3 clusters Score -1.145653e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -11457234.000000 Penalty: 3805.358887
	Iteration 2Q: 3 clusters Score -1.145723e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -11458188.000000 Penalty: 3805.358887
	Iteration 3Q: 3 clusters Score -1.145819e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -11459691.000000 Penalty: 3805.358887
	Iteration 4Q: 3 clusters Score -1.145969e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -11461958.000000 Penalty: 3805.358887
	Iteration 5Q: 3 clusters Score -1.146196e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -11465037.000000 Penalty: 3805.358887
	Iteration 6Q: 3 clusters Score -1.146504e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -11469446.000000 Penalty: 3805.358887
	Iteration 7F: 3 clusters Score -1.146945e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -11475280.000000 Penalty: 3805.358887
	Iteration 8F: 3 clusters Score -1.147528e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -11482401.000000 Penalty: 3805.358887
	Iteration 9F: 3 clusters Score -1.14824e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -11488372.000000 Penalty: 3805.358887
	Iteration 10F: 3 clusters Score -1.148837e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -11490886.000000 Penalty: 3805.358887
	Iteration 11Q: 3 clusters Score -1.149089e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -11491926.000000 Penalty: 3805.358887
	Iteration 12Q: 3 clusters Score -1.149193e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -11492819.000000 Penalty: 3805.358887
	Iteration 13Q: 3 clusters Score -1.149282e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -11493511.000000 Penalty: 3805.358887
	Iteration 14Q: 3 clusters Score -1.149351e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -11494224.000000 Penalty: 3805.358887
	Iteration 15Q: 3 clusters Score -1.149422e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -11494975.000000 Penalty: 3805.358887
	Iteration 16Q: 3 clusters Score -1.149498e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -11495438.000000 Penalty: 3805.358887
	Iteration 17Q: 3 clusters Score -1.149544e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -11495912.000000 Penalty: 3805.358887
	Iteration 18Q: 3 clusters Score -1.149591e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -11496222.000000 Penalty: 3805.358887
	Iteration 19Q: 3 clusters Score -1.149622e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -11496443.000000 Penalty: 3805.358887
	Iteration 20F: 3 clusters Score -1.149644e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -11496629.000000 Penalty: 3805.358887
	Iteration 21Q: 3 clusters Score -1.149663e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -11496909.000000 Penalty: 3805.358887
	Iteration 22Q: 3 clusters Score -1.149691e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -11497063.000000 Penalty: 3805.358887
	Iteration 23Q: 3 clusters Score -1.149706e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -11497263.000000 Penalty: 3805.358887
	Iteration 24Q: 3 clusters Score -1.149726e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -11497426.000000 Penalty: 3805.358887
	Iteration 25Q: 3 clusters Score -1.149743e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -11497566.000000 Penalty: 3805.358887
	Iteration 26Q: 3 clusters Score -1.149757e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -11497790.000000 Penalty: 3805.358887
	Iteration 27Q: 3 clusters Score -1.149779e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -11497882.000000 Penalty: 3805.358887
	Iteration 28Q: 3 clusters Score -1.149788e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 85903 members 
Entering Unmasked Estep 
Score: -11497977.000000 Penalty: 3805.358887
	Iteration 29Q: 3 clusters Score -1.149798e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -11498074.000000 Penalty: 3805.358887
	Iteration 30Q: 3 clusters Score -1.149807e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -11498195.000000 Penalty: 3805.358887
	Iteration 31Q: 3 clusters Score -1.14982e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -11498376.000000 Penalty: 3805.358887
	Iteration 32Q: 3 clusters Score -1.149838e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -11498495.000000 Penalty: 3805.358887
	Iteration 33Q: 3 clusters Score -1.14985e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -11498631.000000 Penalty: 3805.358887
	Iteration 34Q: 3 clusters Score -1.149863e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -11498710.000000 Penalty: 3805.358887
	Iteration 35Q: 3 clusters Score -1.149871e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -11498822.000000 Penalty: 3805.358887
	Iteration 36Q: 3 clusters Score -1.149882e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -11498963.000000 Penalty: 3805.358887
	Iteration 37Q: 3 clusters Score -1.149896e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -11499108.000000 Penalty: 3805.358887
	Iteration 38Q: 3 clusters Score -1.149911e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -11499210.000000 Penalty: 3805.358887
	Iteration 39Q: 3 clusters Score -1.149921e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -11499291.000000 Penalty: 3805.358887
	Iteration 40F: 3 clusters Score -1.149929e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -11499380.000000 Penalty: 3805.358887
	Iteration 41Q: 3 clusters Score -1.149938e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -11499469.000000 Penalty: 3805.358887
	Iteration 42Q: 3 clusters Score -1.149947e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -11499553.000000 Penalty: 3805.358887
	Iteration 43Q: 3 clusters Score -1.149955e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -11499683.000000 Penalty: 3805.358887
	Iteration 44Q: 3 clusters Score -1.149968e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -11499821.000000 Penalty: 3805.358887
	Iteration 45Q: 3 clusters Score -1.149982e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -11499905.000000 Penalty: 3805.358887
	Iteration 46Q: 3 clusters Score -1.14999e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -11499976.000000 Penalty: 3805.358887
	Iteration 47Q: 3 clusters Score -1.149998e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -11500075.000000 Penalty: 3805.358887
	Iteration 48Q: 3 clusters Score -1.150008e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 99283 members 
Entering Unmasked Estep 
Score: -11500123.000000 Penalty: 3805.358887
	Iteration 49Q: 3 clusters Score -1.150012e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -11500266.000000 Penalty: 3805.358887
	Iteration 50Q: 3 clusters Score -1.150027e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
Score: -11500346.000000 Penalty: 3805.358887
	Iteration 51Q: 3 clusters Score -1.150035e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -11500366.000000 Penalty: 3805.358887
	Iteration 52Q: 3 clusters Score -1.150037e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -11500445.000000 Penalty: 3805.358887
	Iteration 53Q: 3 clusters Score -1.150044e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -11500440.000000 Penalty: 3805.358887
	Iteration 54Q: 3 clusters Score -1.150044e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -11500546.000000 Penalty: 3805.358887
	Iteration 55Q: 3 clusters Score -1.150055e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 102464 members 
Entering Unmasked Estep 
Score: -11500648.000000 Penalty: 3805.358887
	Iteration 56Q: 3 clusters Score -1.150065e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -11500727.000000 Penalty: 3805.358887
	Iteration 57Q: 3 clusters Score -1.150073e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -11500777.000000 Penalty: 3805.358887
	Iteration 58Q: 3 clusters Score -1.150078e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 103755 members 
Entering Unmasked Estep 
Score: -11500863.000000 Penalty: 3805.358887
	Iteration 59Q: 3 clusters Score -1.150086e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -11500963.000000 Penalty: 3805.358887
	Iteration 60F: 3 clusters Score -1.150096e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -11501023.000000 Penalty: 3805.358887
	Iteration 61Q: 3 clusters Score -1.150102e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -11501056.000000 Penalty: 3805.358887
	Iteration 62Q: 3 clusters Score -1.150106e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -11501152.000000 Penalty: 3805.358887
	Iteration 63Q: 3 clusters Score -1.150115e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -11501242.000000 Penalty: 3805.358887
	Iteration 64Q: 3 clusters Score -1.150124e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -11501290.000000 Penalty: 3805.358887
	Iteration 65Q: 3 clusters Score -1.150129e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -11501322.000000 Penalty: 3805.358887
	Iteration 66Q: 3 clusters Score -1.150132e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 107231 members 
Entering Unmasked Estep 
Score: -11501387.000000 Penalty: 3805.358887
	Iteration 67Q: 3 clusters Score -1.150139e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -11501441.000000 Penalty: 3805.358887
	Iteration 68Q: 3 clusters Score -1.150144e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -11501531.000000 Penalty: 3805.358887
	Iteration 69Q: 3 clusters Score -1.150153e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -11501588.000000 Penalty: 3805.358887
	Iteration 70Q: 3 clusters Score -1.150159e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -11501578.000000 Penalty: 3805.358887
	Iteration 71Q: 3 clusters Score -1.150158e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -11501653.000000 Penalty: 3805.358887
	Iteration 72Q: 3 clusters Score -1.150165e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 109219 members 
Entering Unmasked Estep 
Score: -11501697.000000 Penalty: 3805.358887
	Iteration 73Q: 3 clusters Score -1.15017e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 109510 members 
Entering Unmasked Estep 
Score: -11501731.000000 Penalty: 3805.358887
	Iteration 74Q: 3 clusters Score -1.150173e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 109782 members 
Entering Unmasked Estep 
Score: -11501789.000000 Penalty: 3805.358887
	Iteration 75Q: 3 clusters Score -1.150179e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 110042 members 
Entering Unmasked Estep 
Score: -11501837.000000 Penalty: 3805.358887
	Iteration 76Q: 3 clusters Score -1.150184e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -11501887.000000 Penalty: 3805.358887
	Iteration 77Q: 3 clusters Score -1.150189e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -11501927.000000 Penalty: 3805.358887
	Iteration 78Q: 3 clusters Score -1.150193e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -11501999.000000 Penalty: 3805.358887
	Iteration 79Q: 3 clusters Score -1.1502e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -11502028.000000 Penalty: 3805.358887
	Iteration 80F: 3 clusters Score -1.150203e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -11502141.000000 Penalty: 3805.358887
	Iteration 81Q: 3 clusters Score -1.150214e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 111488 members 
Entering Unmasked Estep 
Score: -11502198.000000 Penalty: 3805.358887
	Iteration 82Q: 3 clusters Score -1.15022e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 111705 members 
Entering Unmasked Estep 
Score: -11502209.000000 Penalty: 3805.358887
	Iteration 83Q: 3 clusters Score -1.150221e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -11502240.000000 Penalty: 3805.358887
	Iteration 84Q: 3 clusters Score -1.150224e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 112049 members 
Entering Unmasked Estep 
Score: -11502276.000000 Penalty: 3805.358887
	Iteration 85Q: 3 clusters Score -1.150228e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 112203 members 
Entering Unmasked Estep 
Score: -11502278.000000 Penalty: 3805.358887
	Iteration 86Q: 3 clusters Score -1.150228e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -11502309.000000 Penalty: 3805.358887
	Iteration 87Q: 3 clusters Score -1.150231e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -11502312.000000 Penalty: 3805.358887
	Iteration 88Q: 3 clusters Score -1.150231e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -11502342.000000 Penalty: 3805.358887
	Iteration 89Q: 3 clusters Score -1.150234e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -11502378.000000 Penalty: 3805.358887
	Iteration 90Q: 3 clusters Score -1.150238e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
Score: -11502427.000000 Penalty: 3805.358887
	Iteration 91Q: 3 clusters Score -1.150243e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 113068 members 
Entering Unmasked Estep 
Score: -11502433.000000 Penalty: 3805.358887
	Iteration 92Q: 3 clusters Score -1.150243e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -11502451.000000 Penalty: 3805.358887
	Iteration 93Q: 3 clusters Score -1.150245e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -11502491.000000 Penalty: 3805.358887
	Iteration 94Q: 3 clusters Score -1.150249e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -11502494.000000 Penalty: 3805.358887
	Iteration 95Q: 3 clusters Score -1.150249e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -11502524.000000 Penalty: 3805.358887
	Iteration 96Q: 3 clusters Score -1.150252e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -11502578.000000 Penalty: 3805.358887
	Iteration 97Q: 3 clusters Score -1.150258e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -11502633.000000 Penalty: 3805.358887
	Iteration 98Q: 3 clusters Score -1.150263e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -11502655.000000 Penalty: 3805.358887
	Iteration 99Q: 3 clusters Score -1.150266e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 114338 members 
Entering Unmasked Estep 
Score: -11502694.000000 Penalty: 3805.358887
	Iteration 100F: 3 clusters Score -1.150269e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 114510 members 
Entering Unmasked Estep 
Score: -11502715.000000 Penalty: 3805.358887
	Iteration 101Q: 3 clusters Score -1.150272e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -11502739.000000 Penalty: 3805.358887
	Iteration 102Q: 3 clusters Score -1.150274e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -11502770.000000 Penalty: 3805.358887
	Iteration 103Q: 3 clusters Score -1.150277e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 114944 members 
Entering Unmasked Estep 
Score: -11502826.000000 Penalty: 3805.358887
	Iteration 104Q: 3 clusters Score -1.150283e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -11502850.000000 Penalty: 3805.358887
	Iteration 105Q: 3 clusters Score -1.150285e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -11502865.000000 Penalty: 3805.358887
	Iteration 106Q: 3 clusters Score -1.150286e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -11502885.000000 Penalty: 3805.358887
	Iteration 107Q: 3 clusters Score -1.150288e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -11502873.000000 Penalty: 3805.358887
	Iteration 108Q: 3 clusters Score -1.150287e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -11502919.000000 Penalty: 3805.358887
	Iteration 109Q: 3 clusters Score -1.150292e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -11502923.000000 Penalty: 3805.358887
	Iteration 110Q: 3 clusters Score -1.150292e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 115827 members 
Entering Unmasked Estep 
Score: -11502952.000000 Penalty: 3805.358887
	Iteration 111Q: 3 clusters Score -1.150295e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 115912 members 
Entering Unmasked Estep 
Score: -11502953.000000 Penalty: 3805.358887
	Iteration 112Q: 3 clusters Score -1.150295e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -11502928.000000 Penalty: 3805.358887
	Iteration 113Q: 3 clusters Score -1.150293e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 116138 members 
Entering Unmasked Estep 
Score: -11502943.000000 Penalty: 3805.358887
	Iteration 114Q: 3 clusters Score -1.150294e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 116235 members 
Entering Unmasked Estep 
Score: -11502977.000000 Penalty: 3805.358887
	Iteration 115Q: 3 clusters Score -1.150298e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 116333 members 
Entering Unmasked Estep 
Score: -11502990.000000 Penalty: 3805.358887
	Iteration 116Q: 3 clusters Score -1.150299e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -11503011.000000 Penalty: 3805.358887
	Iteration 117Q: 3 clusters Score -1.150301e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -11503029.000000 Penalty: 3805.358887
	Iteration 118Q: 3 clusters Score -1.150303e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -11503015.000000 Penalty: 3805.358887
	Iteration 119Q: 3 clusters Score -1.150302e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -11503026.000000 Penalty: 3805.358887
	Iteration 120F: 3 clusters Score -1.150303e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -11503038.000000 Penalty: 3805.358887
	Iteration 121Q: 3 clusters Score -1.150304e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -11503047.000000 Penalty: 3805.358887
	Iteration 122Q: 3 clusters Score -1.150305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 116805 members 
Entering Unmasked Estep 
Score: -11503062.000000 Penalty: 3805.358887
	Iteration 123Q: 3 clusters Score -1.150306e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 116850 members 
Entering Unmasked Estep 
Score: -11503069.000000 Penalty: 3805.358887
	Iteration 124Q: 3 clusters Score -1.150307e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 116894 members 
Entering Unmasked Estep 
Score: -11503063.000000 Penalty: 3805.358887
	Iteration 125Q: 3 clusters Score -1.150306e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 116936 members 
Entering Unmasked Estep 
Score: -11503084.000000 Penalty: 3805.358887
	Iteration 126Q: 3 clusters Score -1.150308e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -11503129.000000 Penalty: 3805.358887
	Iteration 127Q: 3 clusters Score -1.150313e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
Score: -11503141.000000 Penalty: 3805.358887
	Iteration 128Q: 3 clusters Score -1.150314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -11503135.000000 Penalty: 3805.358887
	Iteration 129Q: 3 clusters Score -1.150314e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -11503141.000000 Penalty: 3805.358887
	Iteration 130Q: 3 clusters Score -1.150314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 117153 members 
Entering Unmasked Estep 
Score: -11503137.000000 Penalty: 3805.358887
	Iteration 131Q: 3 clusters Score -1.150314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -11503165.000000 Penalty: 3805.358887
	Iteration 132Q: 3 clusters Score -1.150316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -11503174.000000 Penalty: 3805.358887
	Iteration 133Q: 3 clusters Score -1.150317e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 117292 members 
Entering Unmasked Estep 
Score: -11503184.000000 Penalty: 3805.358887
	Iteration 134Q: 3 clusters Score -1.150318e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 117328 members 
Entering Unmasked Estep 
Score: -11503196.000000 Penalty: 3805.358887
	Iteration 135Q: 3 clusters Score -1.15032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -11503209.000000 Penalty: 3805.358887
	Iteration 136Q: 3 clusters Score -1.150321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 117385 members 
Entering Unmasked Estep 
Score: -11503199.000000 Penalty: 3805.358887
	Iteration 137Q: 3 clusters Score -1.15032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -11503200.000000 Penalty: 3805.358887
	Iteration 138Q: 3 clusters Score -1.15032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -11503209.000000 Penalty: 3805.358887
	Iteration 139Q: 3 clusters Score -1.150321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -11503209.000000 Penalty: 3805.358887
	Iteration 140F: 3 clusters Score -1.150321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -11503208.000000 Penalty: 3805.358887
	Iteration 141Q: 3 clusters Score -1.150321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -11503228.000000 Penalty: 3805.358887
	Iteration 142Q: 3 clusters Score -1.150323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 117511 members 
Entering Unmasked Estep 
Score: -11503221.000000 Penalty: 3805.358887
	Iteration 143Q: 3 clusters Score -1.150322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -11503220.000000 Penalty: 3805.358887
	Iteration 144Q: 3 clusters Score -1.150322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 117545 members 
Entering Unmasked Estep 
Score: -11503208.000000 Penalty: 3805.358887
	Iteration 145Q: 3 clusters Score -1.150321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -11503209.000000 Penalty: 3805.358887
	Iteration 146Q: 3 clusters Score -1.150321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 117573 members 
Entering Unmasked Estep 
Score: -11503213.000000 Penalty: 3805.358887
	Iteration 147Q: 3 clusters Score -1.150321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -11503206.000000 Penalty: 3805.358887
	Iteration 148Q: 3 clusters Score -1.150321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -11503213.000000 Penalty: 3805.358887
	Iteration 149Q: 3 clusters Score -1.150321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -11503228.000000 Penalty: 3805.358887
	Iteration 150Q: 3 clusters Score -1.150323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 117643 members 
Entering Unmasked Estep 
Score: -11503226.000000 Penalty: 3805.358887
	Iteration 151Q: 3 clusters Score -1.150323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 117654 members 
Entering Unmasked Estep 
Score: -11503230.000000 Penalty: 3805.358887
	Iteration 152Q: 3 clusters Score -1.150323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -11503238.000000 Penalty: 3805.358887
	Iteration 153Q: 3 clusters Score -1.150324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 117676 members 
Entering Unmasked Estep 
Score: -11503228.000000 Penalty: 3805.358887
	Iteration 154Q: 3 clusters Score -1.150323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 117685 members 
Entering Unmasked Estep 
Score: -11503225.000000 Penalty: 3805.358887
	Iteration 155Q: 3 clusters Score -1.150322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 117693 members 
Entering Unmasked Estep 
Score: -11503227.000000 Penalty: 3805.358887
	Iteration 156Q: 3 clusters Score -1.150323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 117702 members 
Entering Unmasked Estep 
Score: -11503229.000000 Penalty: 3805.358887
	Iteration 157Q: 3 clusters Score -1.150323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -11503237.000000 Penalty: 3805.358887
	Iteration 158Q: 3 clusters Score -1.150324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 117721 members 
Entering Unmasked Estep 
Score: -11503240.000000 Penalty: 3805.358887
	Iteration 159Q: 3 clusters Score -1.150324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -11503238.000000 Penalty: 3805.358887
	Iteration 160F: 3 clusters Score -1.150324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 117733 members 
Entering Unmasked Estep 
Score: -11503221.000000 Penalty: 3805.358887
	Iteration 161Q: 3 clusters Score -1.150322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 117737 members 
Entering Unmasked Estep 
Score: -11503224.000000 Penalty: 3805.358887
	Iteration 162Q: 3 clusters Score -1.150322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 117739 members 
Entering Unmasked Estep 
Score: -11503226.000000 Penalty: 3805.358887
	Iteration 163Q: 3 clusters Score -1.150323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 117739 members 
Entering Unmasked Estep 
Score: -11503226.000000 Penalty: 3805.358887
	Iteration 164F: 3 clusters Score -1.150323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Entering Unmasked Estep 
Score: -3210271.250000 Penalty: 1694.623535
	Iteration 0F: 2 clusters Score -3210271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3187583.250000 Penalty: 3389.247070
	Iteration 0F: 3 clusters Score -3187583 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3196478.500000 Penalty: 3389.247070
	Iteration 1F: 3 clusters Score -3196478 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3196971.500000 Penalty: 3389.247070
	Iteration 2Q: 3 clusters Score -3196972 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3197573.500000 Penalty: 3389.247070
	Iteration 3Q: 3 clusters Score -3197574 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3198343.750000 Penalty: 3389.247070
	Iteration 4F: 3 clusters Score -3198344 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3199412.000000 Penalty: 3389.247070
	Iteration 5F: 3 clusters Score -3199412 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3200889.250000 Penalty: 3389.247070
	Iteration 6F: 3 clusters Score -3200889 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3202647.750000 Penalty: 3389.247070
	Iteration 7F: 3 clusters Score -3202648 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3204389.500000 Penalty: 3389.247070
	Iteration 8F: 3 clusters Score -3204390 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3205829.500000 Penalty: 3389.247070
	Iteration 9Q: 3 clusters Score -3205830 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3206863.750000 Penalty: 3389.247070
	Iteration 10Q: 3 clusters Score -3206864 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3207562.750000 Penalty: 3389.247070
	Iteration 11Q: 3 clusters Score -3207563 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3207953.000000 Penalty: 3389.247070
	Iteration 12Q: 3 clusters Score -3207953 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3208215.500000 Penalty: 3389.247070
	Iteration 13Q: 3 clusters Score -3208216 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -3208377.750000 Penalty: 3389.247070
	Iteration 14Q: 3 clusters Score -3208378 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -3208474.000000 Penalty: 3389.247070
	Iteration 15Q: 3 clusters Score -3208474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -3208549.500000 Penalty: 3389.247070
	Iteration 16Q: 3 clusters Score -3208550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3208616.250000 Penalty: 3389.247070
	Iteration 17Q: 3 clusters Score -3208616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -3208662.000000 Penalty: 3389.247070
	Iteration 18Q: 3 clusters Score -3208662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3208696.250000 Penalty: 3389.247070
	Iteration 19Q: 3 clusters Score -3208696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -3208720.750000 Penalty: 3389.247070
	Iteration 20F: 3 clusters Score -3208721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -3208742.750000 Penalty: 3389.247070
	Iteration 21Q: 3 clusters Score -3208743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -3208759.000000 Penalty: 3389.247070
	Iteration 22Q: 3 clusters Score -3208759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -3208769.250000 Penalty: 3389.247070
	Iteration 23Q: 3 clusters Score -3208769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -3208778.000000 Penalty: 3389.247070
	Iteration 24Q: 3 clusters Score -3208778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -3208785.500000 Penalty: 3389.247070
	Iteration 25Q: 3 clusters Score -3208786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -3208786.250000 Penalty: 3389.247070
	Iteration 26Q: 3 clusters Score -3208786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -3208788.000000 Penalty: 3389.247070
	Iteration 27Q: 3 clusters Score -3208788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -3208794.250000 Penalty: 3389.247070
	Iteration 28Q: 3 clusters Score -3208794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3208795.000000 Penalty: 3389.247070
	Iteration 29Q: 3 clusters Score -3208795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -3208803.750000 Penalty: 3389.247070
	Iteration 30Q: 3 clusters Score -3208804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3208807.000000 Penalty: 3389.247070
	Iteration 31Q: 3 clusters Score -3208807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -3208809.250000 Penalty: 3389.247070
	Iteration 32Q: 3 clusters Score -3208809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -3208812.000000 Penalty: 3389.247070
	Iteration 33Q: 3 clusters Score -3208812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -3208815.750000 Penalty: 3389.247070
	Iteration 34Q: 3 clusters Score -3208816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -3208821.750000 Penalty: 3389.247070
	Iteration 35Q: 3 clusters Score -3208822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3208823.000000 Penalty: 3389.247070
	Iteration 36Q: 3 clusters Score -3208823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3208825.500000 Penalty: 3389.247070
	Iteration 37Q: 3 clusters Score -3208826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -3208823.000000 Penalty: 3389.247070
	Iteration 38Q: 3 clusters Score -3208823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -3208823.000000 Penalty: 3389.247070
	Iteration 39F: 3 clusters Score -3208823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -93259.500000 Penalty: 1160.194824
	Iteration 0F: 2 clusters Score -93259.5 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 628 members 
Entering Unmasked Estep 
Score: -91911.195312 Penalty: 2320.389648
	Iteration 0F: 3 clusters Score -91911.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -92951.242188 Penalty: 2320.389648
	Iteration 1F: 3 clusters Score -92951.24 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -93659.976562 Penalty: 2320.389648
	Iteration 2F: 3 clusters Score -93659.98 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -94159.757812 Penalty: 2320.389648
	Iteration 3F: 3 clusters Score -94159.76 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -94552.148438 Penalty: 2320.389648
	Iteration 4F: 3 clusters Score -94552.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -94762.000000 Penalty: 2320.389648
	Iteration 5Q: 3 clusters Score -94762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -94789.593750 Penalty: 2320.389648
	Iteration 6Q: 3 clusters Score -94789.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94809.843750 Penalty: 2320.389648
	Iteration 7Q: 3 clusters Score -94809.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -94811.375000 Penalty: 2320.389648
	Iteration 8Q: 3 clusters Score -94811.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -94811.664062 Penalty: 2320.389648
	Iteration 9Q: 3 clusters Score -94811.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -94811.664062 Penalty: 2320.389648
	Iteration 10F: 3 clusters Score -94811.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53410 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 313227 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 121637 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 33808 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 15171 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 19 contains 25632 members 
Mstep: Class 20 contains 63541 members 
Mstep: Class 23 contains 1554 members 
Entering Unmasked Estep 
Score: -66452256.000000 Penalty: 43859.843750
Splitting cluster 12 changes total score from -66442728.000000 to -66452256.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (15171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Entering Unmasked Estep 
Score: -1408504.250000 Penalty: 1564.410400
	Iteration 0F: 2 clusters Score -1408504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1398068.625000 Penalty: 3128.820801
	Iteration 0F: 3 clusters Score -1398069 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1401766.000000 Penalty: 3128.820801
	Iteration 1F: 3 clusters Score -1401766 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1402078.875000 Penalty: 3128.820801
	Iteration 2F: 3 clusters Score -1402079 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1402460.625000 Penalty: 3128.820801
	Iteration 3Q: 3 clusters Score -1402461 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1402915.375000 Penalty: 3128.820801
	Iteration 4F: 3 clusters Score -1402915 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1403530.250000 Penalty: 3128.820801
	Iteration 5F: 3 clusters Score -1403530 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1404297.500000 Penalty: 3128.820801
	Iteration 6F: 3 clusters Score -1404298 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1405138.375000 Penalty: 3128.820801
	Iteration 7F: 3 clusters Score -1405138 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1405955.250000 Penalty: 3128.820801
	Iteration 8F: 3 clusters Score -1405955 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1406485.500000 Penalty: 3128.820801
	Iteration 9Q: 3 clusters Score -1406486 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1406723.500000 Penalty: 3128.820801
	Iteration 10Q: 3 clusters Score -1406724 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1406866.375000 Penalty: 3128.820801
	Iteration 11Q: 3 clusters Score -1406866 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1406963.500000 Penalty: 3128.820801
	Iteration 12Q: 3 clusters Score -1406964 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1407029.500000 Penalty: 3128.820801
	Iteration 13Q: 3 clusters Score -1407030 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1407080.750000 Penalty: 3128.820801
	Iteration 14Q: 3 clusters Score -1407081 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1407113.875000 Penalty: 3128.820801
	Iteration 15Q: 3 clusters Score -1407114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1407139.375000 Penalty: 3128.820801
	Iteration 16Q: 3 clusters Score -1407139 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1407162.375000 Penalty: 3128.820801
	Iteration 17Q: 3 clusters Score -1407162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1407177.375000 Penalty: 3128.820801
	Iteration 18Q: 3 clusters Score -1407177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1407190.375000 Penalty: 3128.820801
	Iteration 19Q: 3 clusters Score -1407190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1407201.000000 Penalty: 3128.820801
	Iteration 20F: 3 clusters Score -1407201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1407215.500000 Penalty: 3128.820801
	Iteration 21Q: 3 clusters Score -1407216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1407227.000000 Penalty: 3128.820801
	Iteration 22Q: 3 clusters Score -1407227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1407234.500000 Penalty: 3128.820801
	Iteration 23Q: 3 clusters Score -1407234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1407238.250000 Penalty: 3128.820801
	Iteration 24Q: 3 clusters Score -1407238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1407245.125000 Penalty: 3128.820801
	Iteration 25Q: 3 clusters Score -1407245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1407246.250000 Penalty: 3128.820801
	Iteration 26Q: 3 clusters Score -1407246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1407250.125000 Penalty: 3128.820801
	Iteration 27Q: 3 clusters Score -1407250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1407253.875000 Penalty: 3128.820801
	Iteration 28Q: 3 clusters Score -1407254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1407256.375000 Penalty: 3128.820801
	Iteration 29Q: 3 clusters Score -1407256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1407258.875000 Penalty: 3128.820801
	Iteration 30Q: 3 clusters Score -1407259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1407264.250000 Penalty: 3128.820801
	Iteration 31Q: 3 clusters Score -1407264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1407265.000000 Penalty: 3128.820801
	Iteration 32Q: 3 clusters Score -1407265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1407270.875000 Penalty: 3128.820801
	Iteration 33Q: 3 clusters Score -1407271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1407273.750000 Penalty: 3128.820801
	Iteration 34Q: 3 clusters Score -1407274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1407272.500000 Penalty: 3128.820801
	Iteration 35Q: 3 clusters Score -1407272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1407277.250000 Penalty: 3128.820801
	Iteration 36Q: 3 clusters Score -1407277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1407277.250000 Penalty: 3128.820801
	Iteration 37Q: 3 clusters Score -1407277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1407277.875000 Penalty: 3128.820801
	Iteration 38Q: 3 clusters Score -1407278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1407278.375000 Penalty: 3128.820801
	Iteration 39Q: 3 clusters Score -1407278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1407283.500000 Penalty: 3128.820801
	Iteration 40F: 3 clusters Score -1407284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1407284.500000 Penalty: 3128.820801
	Iteration 41Q: 3 clusters Score -1407284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1407287.875000 Penalty: 3128.820801
	Iteration 42Q: 3 clusters Score -1407288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1407286.250000 Penalty: 3128.820801
	Iteration 43Q: 3 clusters Score -1407286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1407285.375000 Penalty: 3128.820801
	Iteration 44Q: 3 clusters Score -1407285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1407287.875000 Penalty: 3128.820801
	Iteration 45Q: 3 clusters Score -1407288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1407287.625000 Penalty: 3128.820801
	Iteration 46Q: 3 clusters Score -1407288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1407292.375000 Penalty: 3128.820801
	Iteration 47Q: 3 clusters Score -1407292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1407297.500000 Penalty: 3128.820801
	Iteration 48Q: 3 clusters Score -1407298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1407301.625000 Penalty: 3128.820801
	Iteration 49Q: 3 clusters Score -1407302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1407303.000000 Penalty: 3128.820801
	Iteration 50Q: 3 clusters Score -1407303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1407307.375000 Penalty: 3128.820801
	Iteration 51Q: 3 clusters Score -1407307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1407305.625000 Penalty: 3128.820801
	Iteration 52Q: 3 clusters Score -1407306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1407307.500000 Penalty: 3128.820801
	Iteration 53Q: 3 clusters Score -1407308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1407309.125000 Penalty: 3128.820801
	Iteration 54Q: 3 clusters Score -1407309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1407310.750000 Penalty: 3128.820801
	Iteration 55Q: 3 clusters Score -1407311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1407314.375000 Penalty: 3128.820801
	Iteration 56Q: 3 clusters Score -1407314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1407314.000000 Penalty: 3128.820801
	Iteration 57Q: 3 clusters Score -1407314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1407315.875000 Penalty: 3128.820801
	Iteration 58Q: 3 clusters Score -1407316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1407314.250000 Penalty: 3128.820801
	Iteration 59Q: 3 clusters Score -1407314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1407318.750000 Penalty: 3128.820801
	Iteration 60F: 3 clusters Score -1407319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1407317.750000 Penalty: 3128.820801
	Iteration 61Q: 3 clusters Score -1407318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1407317.875000 Penalty: 3128.820801
	Iteration 62Q: 3 clusters Score -1407318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1407318.125000 Penalty: 3128.820801
	Iteration 63Q: 3 clusters Score -1407318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1407322.125000 Penalty: 3128.820801
	Iteration 64Q: 3 clusters Score -1407322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1407324.250000 Penalty: 3128.820801
	Iteration 65Q: 3 clusters Score -1407324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1407323.875000 Penalty: 3128.820801
	Iteration 66Q: 3 clusters Score -1407324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1407324.750000 Penalty: 3128.820801
	Iteration 67Q: 3 clusters Score -1407325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1407324.750000 Penalty: 3128.820801
	Iteration 68F: 3 clusters Score -1407325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -147790.687500 Penalty: 1225.264771
	Iteration 0F: 2 clusters Score -147790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145784.312500 Penalty: 2450.529541
	Iteration 0F: 3 clusters Score -145784.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146827.875000 Penalty: 2450.529541
	Iteration 1F: 3 clusters Score -146827.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -148212.265625 Penalty: 2450.529541
	Iteration 2F: 3 clusters Score -148212.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -149681.140625 Penalty: 2450.529541
	Iteration 3F: 3 clusters Score -149681.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -150393.640625 Penalty: 2450.529541
	Iteration 4F: 3 clusters Score -150393.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -150541.046875 Penalty: 2450.529541
	Iteration 5Q: 3 clusters Score -150541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -150570.640625 Penalty: 2450.529541
	Iteration 6Q: 3 clusters Score -150570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -150577.281250 Penalty: 2450.529541
	Iteration 7Q: 3 clusters Score -150577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -150580.359375 Penalty: 2450.529541
	Iteration 8Q: 3 clusters Score -150580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -150581.062500 Penalty: 2450.529541
	Iteration 9Q: 3 clusters Score -150581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -150582.234375 Penalty: 2450.529541
	Iteration 10Q: 3 clusters Score -150582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -150583.609375 Penalty: 2450.529541
	Iteration 11Q: 3 clusters Score -150583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -150583.906250 Penalty: 2450.529541
	Iteration 12Q: 3 clusters Score -150583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -150583.906250 Penalty: 2450.529541
	Iteration 13F: 3 clusters Score -150583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53410 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 313227 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 121637 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 33808 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 15171 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 25632 members 
Mstep: Class 20 contains 63541 members 
Mstep: Class 23 contains 1554 members 
Entering Unmasked Estep 
Score: -66454000.000000 Penalty: 46052.835938
Splitting cluster 14 changes total score from -66442728.000000 to -66454000.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 15 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -24580.179688 Penalty: 1030.594727
	Iteration 0F: 2 clusters Score -24580.18 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 282 members 
Entering Unmasked Estep 
Score: -23802.142578 Penalty: 2061.189453
	Iteration 0F: 3 clusters Score -23802.14 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25629.277344 Penalty: 2061.189453
	Iteration 1F: 3 clusters Score -25629.28 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27144.994141 Penalty: 2061.189453
	Iteration 2F: 3 clusters Score -27144.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28099.558594 Penalty: 2061.189453
	Iteration 3F: 3 clusters Score -28099.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28484.851562 Penalty: 2061.189453
	Iteration 4Q: 3 clusters Score -28484.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28586.414062 Penalty: 2061.189453
	Iteration 5Q: 3 clusters Score -28586.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28707.369141 Penalty: 2061.189453
	Iteration 6Q: 3 clusters Score -28707.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28716.777344 Penalty: 2061.189453
	Iteration 7Q: 3 clusters Score -28716.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28716.777344 Penalty: 2061.189453
	Iteration 8F: 3 clusters Score -28716.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53410 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 313227 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 121637 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 33808 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 15171 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 365 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 25632 members 
Mstep: Class 20 contains 63541 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 23 contains 1554 members 
Entering Unmasked Estep 
Score: -66456968.000000 Penalty: 48245.828125
Splitting cluster 15 changes total score from -66442728.000000 to -66456968.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (15810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Entering Unmasked Estep 
Score: -1497682.375000 Penalty: 1571.114624
	Iteration 0F: 2 clusters Score -1497682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1486744.500000 Penalty: 3142.229248
	Iteration 0F: 3 clusters Score -1486744 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1490610.000000 Penalty: 3142.229248
	Iteration 1F: 3 clusters Score -1490610 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1490865.750000 Penalty: 3142.229248
	Iteration 2Q: 3 clusters Score -1490866 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1491059.500000 Penalty: 3142.229248
	Iteration 3Q: 3 clusters Score -1491060 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1491227.625000 Penalty: 3142.229248
	Iteration 4Q: 3 clusters Score -1491228 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1491413.875000 Penalty: 3142.229248
	Iteration 5Q: 3 clusters Score -1491414 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1491591.750000 Penalty: 3142.229248
	Iteration 6Q: 3 clusters Score -1491592 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1491794.375000 Penalty: 3142.229248
	Iteration 7Q: 3 clusters Score -1491794 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1492051.750000 Penalty: 3142.229248
	Iteration 8Q: 3 clusters Score -1492052 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1492418.500000 Penalty: 3142.229248
	Iteration 9Q: 3 clusters Score -1492418 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1492925.250000 Penalty: 3142.229248
	Iteration 10F: 3 clusters Score -1492925 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1493615.750000 Penalty: 3142.229248
	Iteration 11F: 3 clusters Score -1493616 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1494329.625000 Penalty: 3142.229248
	Iteration 12F: 3 clusters Score -1494330 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1495026.125000 Penalty: 3142.229248
	Iteration 13Q: 3 clusters Score -1495026 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1495529.375000 Penalty: 3142.229248
	Iteration 14Q: 3 clusters Score -1495529 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1495827.375000 Penalty: 3142.229248
	Iteration 15Q: 3 clusters Score -1495827 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1495986.000000 Penalty: 3142.229248
	Iteration 16Q: 3 clusters Score -1495986 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1496077.375000 Penalty: 3142.229248
	Iteration 17Q: 3 clusters Score -1496077 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1496143.500000 Penalty: 3142.229248
	Iteration 18Q: 3 clusters Score -1496144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1496198.500000 Penalty: 3142.229248
	Iteration 19Q: 3 clusters Score -1496198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1496240.125000 Penalty: 3142.229248
	Iteration 20F: 3 clusters Score -1496240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1496269.500000 Penalty: 3142.229248
	Iteration 21Q: 3 clusters Score -1496270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1496290.500000 Penalty: 3142.229248
	Iteration 22Q: 3 clusters Score -1496290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1496301.000000 Penalty: 3142.229248
	Iteration 23Q: 3 clusters Score -1496301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1496329.375000 Penalty: 3142.229248
	Iteration 24Q: 3 clusters Score -1496329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1496341.500000 Penalty: 3142.229248
	Iteration 25Q: 3 clusters Score -1496342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1496357.250000 Penalty: 3142.229248
	Iteration 26Q: 3 clusters Score -1496357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1496365.125000 Penalty: 3142.229248
	Iteration 27Q: 3 clusters Score -1496365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1496376.875000 Penalty: 3142.229248
	Iteration 28Q: 3 clusters Score -1496377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1496381.000000 Penalty: 3142.229248
	Iteration 29Q: 3 clusters Score -1496381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1496387.250000 Penalty: 3142.229248
	Iteration 30Q: 3 clusters Score -1496387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1496393.250000 Penalty: 3142.229248
	Iteration 31Q: 3 clusters Score -1496393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1496400.000000 Penalty: 3142.229248
	Iteration 32Q: 3 clusters Score -1496400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1496408.875000 Penalty: 3142.229248
	Iteration 33Q: 3 clusters Score -1496409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1496416.125000 Penalty: 3142.229248
	Iteration 34Q: 3 clusters Score -1496416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1496420.125000 Penalty: 3142.229248
	Iteration 35Q: 3 clusters Score -1496420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1496427.875000 Penalty: 3142.229248
	Iteration 36Q: 3 clusters Score -1496428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1496428.000000 Penalty: 3142.229248
	Iteration 37Q: 3 clusters Score -1496428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1496432.625000 Penalty: 3142.229248
	Iteration 38Q: 3 clusters Score -1496433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1496437.000000 Penalty: 3142.229248
	Iteration 39Q: 3 clusters Score -1496437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1496436.250000 Penalty: 3142.229248
	Iteration 40F: 3 clusters Score -1496436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1496438.500000 Penalty: 3142.229248
	Iteration 41Q: 3 clusters Score -1496438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1496442.625000 Penalty: 3142.229248
	Iteration 42Q: 3 clusters Score -1496443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1496446.125000 Penalty: 3142.229248
	Iteration 43Q: 3 clusters Score -1496446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1496445.250000 Penalty: 3142.229248
	Iteration 44Q: 3 clusters Score -1496445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1496445.625000 Penalty: 3142.229248
	Iteration 45Q: 3 clusters Score -1496446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1496447.000000 Penalty: 3142.229248
	Iteration 46Q: 3 clusters Score -1496447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1496446.375000 Penalty: 3142.229248
	Iteration 47Q: 3 clusters Score -1496446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1496445.750000 Penalty: 3142.229248
	Iteration 48Q: 3 clusters Score -1496446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1496446.250000 Penalty: 3142.229248
	Iteration 49Q: 3 clusters Score -1496446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1496445.250000 Penalty: 3142.229248
	Iteration 50Q: 3 clusters Score -1496445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1496446.500000 Penalty: 3142.229248
	Iteration 51Q: 3 clusters Score -1496446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1496448.375000 Penalty: 3142.229248
	Iteration 52Q: 3 clusters Score -1496448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1496450.000000 Penalty: 3142.229248
	Iteration 53Q: 3 clusters Score -1496450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1496451.375000 Penalty: 3142.229248
	Iteration 54Q: 3 clusters Score -1496451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1496451.375000 Penalty: 3142.229248
	Iteration 55F: 3 clusters Score -1496451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Entering Unmasked Estep 
Score: -3088078.750000 Penalty: 1688.091797
	Iteration 0F: 2 clusters Score -3088079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3066195.750000 Penalty: 3376.183594
	Iteration 0F: 3 clusters Score -3066196 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3074642.250000 Penalty: 3376.183594
	Iteration 1F: 3 clusters Score -3074642 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3075019.250000 Penalty: 3376.183594
	Iteration 2Q: 3 clusters Score -3075019 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3075331.750000 Penalty: 3376.183594
	Iteration 3Q: 3 clusters Score -3075332 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3075648.250000 Penalty: 3376.183594
	Iteration 4Q: 3 clusters Score -3075648 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3076022.250000 Penalty: 3376.183594
	Iteration 5Q: 3 clusters Score -3076022 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3076501.750000 Penalty: 3376.183594
	Iteration 6Q: 3 clusters Score -3076502 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3077167.750000 Penalty: 3376.183594
	Iteration 7Q: 3 clusters Score -3077168 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3078164.250000 Penalty: 3376.183594
	Iteration 8F: 3 clusters Score -3078164 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3079459.000000 Penalty: 3376.183594
	Iteration 9F: 3 clusters Score -3079459 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3080909.750000 Penalty: 3376.183594
	Iteration 10F: 3 clusters Score -3080910 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3082210.750000 Penalty: 3376.183594
	Iteration 11F: 3 clusters Score -3082211 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3083215.750000 Penalty: 3376.183594
	Iteration 12Q: 3 clusters Score -3083216 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3083902.500000 Penalty: 3376.183594
	Iteration 13Q: 3 clusters Score -3083902 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3084387.500000 Penalty: 3376.183594
	Iteration 14Q: 3 clusters Score -3084388 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3084802.250000 Penalty: 3376.183594
	Iteration 15Q: 3 clusters Score -3084802 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3085127.000000 Penalty: 3376.183594
	Iteration 16Q: 3 clusters Score -3085127 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3085414.250000 Penalty: 3376.183594
	Iteration 17Q: 3 clusters Score -3085414 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3085649.750000 Penalty: 3376.183594
	Iteration 18Q: 3 clusters Score -3085650 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3085882.750000 Penalty: 3376.183594
	Iteration 19Q: 3 clusters Score -3085883 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3086039.000000 Penalty: 3376.183594
	Iteration 20F: 3 clusters Score -3086039 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3086167.250000 Penalty: 3376.183594
	Iteration 21Q: 3 clusters Score -3086167 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3086264.500000 Penalty: 3376.183594
	Iteration 22Q: 3 clusters Score -3086264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3086347.250000 Penalty: 3376.183594
	Iteration 23Q: 3 clusters Score -3086347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3086392.250000 Penalty: 3376.183594
	Iteration 24Q: 3 clusters Score -3086392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3086426.750000 Penalty: 3376.183594
	Iteration 25Q: 3 clusters Score -3086427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3086462.000000 Penalty: 3376.183594
	Iteration 26Q: 3 clusters Score -3086462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3086481.250000 Penalty: 3376.183594
	Iteration 27Q: 3 clusters Score -3086481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3086501.500000 Penalty: 3376.183594
	Iteration 28Q: 3 clusters Score -3086502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3086520.500000 Penalty: 3376.183594
	Iteration 29Q: 3 clusters Score -3086520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3086524.250000 Penalty: 3376.183594
	Iteration 30Q: 3 clusters Score -3086524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3086539.500000 Penalty: 3376.183594
	Iteration 31Q: 3 clusters Score -3086540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3086548.000000 Penalty: 3376.183594
	Iteration 32Q: 3 clusters Score -3086548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3086554.750000 Penalty: 3376.183594
	Iteration 33Q: 3 clusters Score -3086555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3086562.500000 Penalty: 3376.183594
	Iteration 34Q: 3 clusters Score -3086562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3086565.250000 Penalty: 3376.183594
	Iteration 35Q: 3 clusters Score -3086565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3086570.250000 Penalty: 3376.183594
	Iteration 36Q: 3 clusters Score -3086570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3086574.000000 Penalty: 3376.183594
	Iteration 37Q: 3 clusters Score -3086574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3086576.000000 Penalty: 3376.183594
	Iteration 38Q: 3 clusters Score -3086576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3086577.500000 Penalty: 3376.183594
	Iteration 39Q: 3 clusters Score -3086578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3086585.750000 Penalty: 3376.183594
	Iteration 40F: 3 clusters Score -3086586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3086592.750000 Penalty: 3376.183594
	Iteration 41Q: 3 clusters Score -3086593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3086596.750000 Penalty: 3376.183594
	Iteration 42Q: 3 clusters Score -3086597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3086602.750000 Penalty: 3376.183594
	Iteration 43Q: 3 clusters Score -3086603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3086604.000000 Penalty: 3376.183594
	Iteration 44Q: 3 clusters Score -3086604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3086607.250000 Penalty: 3376.183594
	Iteration 45Q: 3 clusters Score -3086607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3086611.250000 Penalty: 3376.183594
	Iteration 46Q: 3 clusters Score -3086611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3086614.250000 Penalty: 3376.183594
	Iteration 47Q: 3 clusters Score -3086614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3086621.000000 Penalty: 3376.183594
	Iteration 48Q: 3 clusters Score -3086621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3086621.000000 Penalty: 3376.183594
	Iteration 49Q: 3 clusters Score -3086621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3086624.250000 Penalty: 3376.183594
	Iteration 50Q: 3 clusters Score -3086624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3086624.250000 Penalty: 3376.183594
	Iteration 51F: 3 clusters Score -3086624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Entering Unmasked Estep 
Score: -2373967.500000 Penalty: 1649.634521
	Iteration 0F: 2 clusters Score -2373968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2356678.000000 Penalty: 3299.269043
	Iteration 0F: 3 clusters Score -2356678 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2363055.750000 Penalty: 3299.269043
	Iteration 1F: 3 clusters Score -2363056 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2363445.750000 Penalty: 3299.269043
	Iteration 2Q: 3 clusters Score -2363446 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2363875.500000 Penalty: 3299.269043
	Iteration 3Q: 3 clusters Score -2363876 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2364419.750000 Penalty: 3299.269043
	Iteration 4Q: 3 clusters Score -2364420 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2365191.250000 Penalty: 3299.269043
	Iteration 5F: 3 clusters Score -2365191 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2366255.250000 Penalty: 3299.269043
	Iteration 6F: 3 clusters Score -2366255 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2367655.250000 Penalty: 3299.269043
	Iteration 7F: 3 clusters Score -2367655 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2369022.250000 Penalty: 3299.269043
	Iteration 8F: 3 clusters Score -2369022 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2370063.750000 Penalty: 3299.269043
	Iteration 9Q: 3 clusters Score -2370064 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2370733.750000 Penalty: 3299.269043
	Iteration 10Q: 3 clusters Score -2370734 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2371177.750000 Penalty: 3299.269043
	Iteration 11Q: 3 clusters Score -2371178 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2371465.000000 Penalty: 3299.269043
	Iteration 12Q: 3 clusters Score -2371465 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2371702.500000 Penalty: 3299.269043
	Iteration 13Q: 3 clusters Score -2371702 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2371924.500000 Penalty: 3299.269043
	Iteration 14Q: 3 clusters Score -2371924 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2372124.000000 Penalty: 3299.269043
	Iteration 15Q: 3 clusters Score -2372124 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2372280.250000 Penalty: 3299.269043
	Iteration 16Q: 3 clusters Score -2372280 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2372399.750000 Penalty: 3299.269043
	Iteration 17Q: 3 clusters Score -2372400 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2372515.750000 Penalty: 3299.269043
	Iteration 18Q: 3 clusters Score -2372516 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2372599.750000 Penalty: 3299.269043
	Iteration 19Q: 3 clusters Score -2372600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2372636.000000 Penalty: 3299.269043
	Iteration 20F: 3 clusters Score -2372636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2372671.750000 Penalty: 3299.269043
	Iteration 21Q: 3 clusters Score -2372672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2372692.250000 Penalty: 3299.269043
	Iteration 22Q: 3 clusters Score -2372692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2372711.000000 Penalty: 3299.269043
	Iteration 23Q: 3 clusters Score -2372711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2372730.250000 Penalty: 3299.269043
	Iteration 24Q: 3 clusters Score -2372730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2372741.750000 Penalty: 3299.269043
	Iteration 25Q: 3 clusters Score -2372742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2372746.000000 Penalty: 3299.269043
	Iteration 26Q: 3 clusters Score -2372746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2372756.250000 Penalty: 3299.269043
	Iteration 27Q: 3 clusters Score -2372756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2372754.000000 Penalty: 3299.269043
	Iteration 28Q: 3 clusters Score -2372754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2372758.750000 Penalty: 3299.269043
	Iteration 29Q: 3 clusters Score -2372759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2372761.750000 Penalty: 3299.269043
	Iteration 30Q: 3 clusters Score -2372762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2372760.750000 Penalty: 3299.269043
	Iteration 31Q: 3 clusters Score -2372761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2372768.500000 Penalty: 3299.269043
	Iteration 32Q: 3 clusters Score -2372768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2372770.500000 Penalty: 3299.269043
	Iteration 33Q: 3 clusters Score -2372770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2372773.250000 Penalty: 3299.269043
	Iteration 34Q: 3 clusters Score -2372773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2372777.750000 Penalty: 3299.269043
	Iteration 35Q: 3 clusters Score -2372778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2372780.250000 Penalty: 3299.269043
	Iteration 36Q: 3 clusters Score -2372780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2372783.250000 Penalty: 3299.269043
	Iteration 37Q: 3 clusters Score -2372783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2372781.000000 Penalty: 3299.269043
	Iteration 38Q: 3 clusters Score -2372781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2372782.750000 Penalty: 3299.269043
	Iteration 39Q: 3 clusters Score -2372783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2372782.000000 Penalty: 3299.269043
	Iteration 40F: 3 clusters Score -2372782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2372783.500000 Penalty: 3299.269043
	Iteration 41Q: 3 clusters Score -2372784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2372780.000000 Penalty: 3299.269043
	Iteration 42Q: 3 clusters Score -2372780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2372782.500000 Penalty: 3299.269043
	Iteration 43Q: 3 clusters Score -2372782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2372784.000000 Penalty: 3299.269043
	Iteration 44Q: 3 clusters Score -2372784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2372786.000000 Penalty: 3299.269043
	Iteration 45Q: 3 clusters Score -2372786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2372786.250000 Penalty: 3299.269043
	Iteration 46Q: 3 clusters Score -2372786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2372782.250000 Penalty: 3299.269043
	Iteration 47Q: 3 clusters Score -2372782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2372781.750000 Penalty: 3299.269043
	Iteration 48Q: 3 clusters Score -2372782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2372781.000000 Penalty: 3299.269043
	Iteration 49Q: 3 clusters Score -2372781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2372778.500000 Penalty: 3299.269043
	Iteration 50Q: 3 clusters Score -2372778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2372778.500000 Penalty: 3299.269043
	Iteration 51F: 3 clusters Score -2372778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Entering Unmasked Estep 
Score: -6026593.500000 Penalty: 1797.159058
	Iteration 0F: 2 clusters Score -6026594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -5984369.500000 Penalty: 3594.318115
	Iteration 0F: 3 clusters Score -5984370 nChanged 30009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -6001675.000000 Penalty: 3594.318115
	Iteration 1F: 3 clusters Score -6001675 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -6002527.500000 Penalty: 3594.318115
	Iteration 2Q: 3 clusters Score -6002528 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -6003719.000000 Penalty: 3594.318115
	Iteration 3Q: 3 clusters Score -6003719 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -6005629.000000 Penalty: 3594.318115
	Iteration 4F: 3 clusters Score -6005629 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6008761.500000 Penalty: 3594.318115
	Iteration 5F: 3 clusters Score -6008762 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6013167.000000 Penalty: 3594.318115
	Iteration 6F: 3 clusters Score -6013167 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -6017903.000000 Penalty: 3594.318115
	Iteration 7F: 3 clusters Score -6017903 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -6021626.500000 Penalty: 3594.318115
	Iteration 8F: 3 clusters Score -6021626 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -6023542.500000 Penalty: 3594.318115
	Iteration 9Q: 3 clusters Score -6023542 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -6024433.000000 Penalty: 3594.318115
	Iteration 10Q: 3 clusters Score -6024433 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -6024805.500000 Penalty: 3594.318115
	Iteration 11Q: 3 clusters Score -6024806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -6024964.000000 Penalty: 3594.318115
	Iteration 12Q: 3 clusters Score -6024964 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -6025035.500000 Penalty: 3594.318115
	Iteration 13Q: 3 clusters Score -6025036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -6025068.000000 Penalty: 3594.318115
	Iteration 14Q: 3 clusters Score -6025068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -6025090.500000 Penalty: 3594.318115
	Iteration 15Q: 3 clusters Score -6025090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -6025112.500000 Penalty: 3594.318115
	Iteration 16Q: 3 clusters Score -6025112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -6025133.500000 Penalty: 3594.318115
	Iteration 17Q: 3 clusters Score -6025134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -6025146.500000 Penalty: 3594.318115
	Iteration 18Q: 3 clusters Score -6025146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -6025153.500000 Penalty: 3594.318115
	Iteration 19Q: 3 clusters Score -6025154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -6025158.500000 Penalty: 3594.318115
	Iteration 20F: 3 clusters Score -6025158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -6025156.500000 Penalty: 3594.318115
	Iteration 21Q: 3 clusters Score -6025156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -6025156.500000 Penalty: 3594.318115
	Iteration 22F: 3 clusters Score -6025156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -138864.515625 Penalty: 1194.145508
	Iteration 0F: 2 clusters Score -138864.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137060.281250 Penalty: 2388.291016
	Iteration 0F: 3 clusters Score -137060.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -137415.421875 Penalty: 2388.291016
	Iteration 1F: 3 clusters Score -137415.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -137487.968750 Penalty: 2388.291016
	Iteration 2F: 3 clusters Score -137488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -137537.312500 Penalty: 2388.291016
	Iteration 3Q: 3 clusters Score -137537.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -137565.515625 Penalty: 2388.291016
	Iteration 4Q: 3 clusters Score -137565.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -137584.312500 Penalty: 2388.291016
	Iteration 5Q: 3 clusters Score -137584.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -137595.515625 Penalty: 2388.291016
	Iteration 6Q: 3 clusters Score -137595.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137607.328125 Penalty: 2388.291016
	Iteration 7Q: 3 clusters Score -137607.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -137618.296875 Penalty: 2388.291016
	Iteration 8Q: 3 clusters Score -137618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -137627.937500 Penalty: 2388.291016
	Iteration 9Q: 3 clusters Score -137627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -137632.734375 Penalty: 2388.291016
	Iteration 10Q: 3 clusters Score -137632.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -137637.046875 Penalty: 2388.291016
	Iteration 11Q: 3 clusters Score -137637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137641.578125 Penalty: 2388.291016
	Iteration 12Q: 3 clusters Score -137641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -137645.046875 Penalty: 2388.291016
	Iteration 13Q: 3 clusters Score -137645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -137646.484375 Penalty: 2388.291016
	Iteration 14Q: 3 clusters Score -137646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -137648.296875 Penalty: 2388.291016
	Iteration 15Q: 3 clusters Score -137648.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -137649.218750 Penalty: 2388.291016
	Iteration 16Q: 3 clusters Score -137649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -137649.484375 Penalty: 2388.291016
	Iteration 17Q: 3 clusters Score -137649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -137649.890625 Penalty: 2388.291016
	Iteration 18Q: 3 clusters Score -137649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -137651.031250 Penalty: 2388.291016
	Iteration 19Q: 3 clusters Score -137651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137651.515625 Penalty: 2388.291016
	Iteration 20F: 3 clusters Score -137651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53410 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 121637 members 
Mstep: Class 11 contains 33808 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 15171 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 365 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 19 contains 25632 members 
Mstep: Class 20 contains 63541 members 
Mstep: Class 23 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -6.645894e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 53288 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 319003 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 11422 members 
Mstep: Class 7 contains 4975 members 
Mstep: Class 8 contains 18857 members 
Mstep: Class 9 contains 119069 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 33618 members 
Mstep: Class 12 contains 494 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 1298 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 15511 members 
Mstep: Class 17 contains 32005 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 24528 members 
Mstep: Class 20 contains 62380 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 23 contains 1573 members 
Entering Unmasked Estep 
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Iteration 40F: 23 clusters Score -6.645688e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 53497 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 320964 members 
Mstep: Class 5 contains 735 members 
Mstep: Class 6 contains 11845 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 8 contains 18550 members 
Mstep: Class 9 contains 118413 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 33582 members 
Mstep: Class 12 contains 500 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 1470 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 15358 members 
Mstep: Class 17 contains 31973 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 23707 members 
Mstep: Class 20 contains 61723 members 
Mstep: Class 21 contains 178 members 
Mstep: Class 23 contains 1540 members 
Entering Unmasked Estep 
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Iteration 41Q: 23 clusters Score -6.645531e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 53836 members 
Mstep: Class 3 contains 9017 members 
Mstep: Class 4 contains 321244 members 
Mstep: Class 5 contains 734 members 
Mstep: Class 6 contains 12373 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 18305 members 
Mstep: Class 9 contains 118442 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 33595 members 
Mstep: Class 12 contains 494 members 
Mstep: Class 13 contains 14761 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 409 members 
Mstep: Class 16 contains 15242 members 
Mstep: Class 17 contains 32080 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 23004 members 
Mstep: Class 20 contains 61315 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1502 members 
Entering Unmasked Estep 
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Iteration 42Q: 23 clusters Score -6.645485e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 54163 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 320986 members 
Mstep: Class 5 contains 733 members 
Mstep: Class 6 contains 12977 members 
Mstep: Class 7 contains 4952 members 
Mstep: Class 8 contains 18182 members 
Mstep: Class 9 contains 118611 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 33636 members 
Mstep: Class 12 contains 491 members 
Mstep: Class 13 contains 14749 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 15139 members 
Mstep: Class 17 contains 32224 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 22351 members 
Mstep: Class 20 contains 60990 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1482 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -6.645496e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54514 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 320430 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 13656 members 
Mstep: Class 7 contains 4996 members 
Mstep: Class 8 contains 18073 members 
Mstep: Class 9 contains 118801 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 33700 members 
Mstep: Class 12 contains 487 members 
Mstep: Class 13 contains 14755 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 409 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 32351 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 21765 members 
Mstep: Class 20 contains 60733 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 23 contains 1469 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -6.645522e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 54819 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 319893 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 14331 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 17977 members 
Mstep: Class 9 contains 118938 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 33757 members 
Mstep: Class 12 contains 485 members 
Mstep: Class 13 contains 14774 members 
Mstep: Class 14 contains 1964 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14999 members 
Mstep: Class 17 contains 32504 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 21207 members 
Mstep: Class 20 contains 60505 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 23 contains 1461 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -6.645596e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 55095 members 
Mstep: Class 3 contains 9033 members 
Mstep: Class 4 contains 319391 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 15079 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 17921 members 
Mstep: Class 9 contains 118991 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33806 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14779 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14932 members 
Mstep: Class 17 contains 32640 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 20691 members 
Mstep: Class 20 contains 60286 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 23 contains 1459 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -6.645658e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 55353 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 318843 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 15928 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 17869 members 
Mstep: Class 9 contains 118977 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33834 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14789 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14854 members 
Mstep: Class 17 contains 32803 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 20169 members 
Mstep: Class 20 contains 60110 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1452 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -6.64572e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 55598 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 318268 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 16830 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 17824 members 
Mstep: Class 9 contains 118827 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33864 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14785 members 
Mstep: Class 17 contains 32979 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 19706 members 
Mstep: Class 20 contains 59970 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1447 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -6.645788e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 55818 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 317875 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 17753 members 
Mstep: Class 7 contains 5157 members 
Mstep: Class 8 contains 17789 members 
Mstep: Class 9 contains 118581 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33892 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14760 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14715 members 
Mstep: Class 17 contains 33098 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 19215 members 
Mstep: Class 20 contains 59862 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1445 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -6.64585e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 56009 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 317500 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 18663 members 
Mstep: Class 7 contains 5176 members 
Mstep: Class 8 contains 17744 members 
Mstep: Class 9 contains 118310 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33923 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14726 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14651 members 
Mstep: Class 17 contains 33229 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 18754 members 
Mstep: Class 20 contains 59775 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1443 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -6.645875e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 56197 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 317145 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 19561 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 17722 members 
Mstep: Class 9 contains 118012 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33948 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14680 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 33353 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 18298 members 
Mstep: Class 20 contains 59704 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1443 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -6.645921e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56357 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 316735 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 20440 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 17695 members 
Mstep: Class 9 contains 117768 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33949 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14644 members 
Mstep: Class 14 contains 2284 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14568 members 
Mstep: Class 17 contains 33494 members 
Mstep: Class 18 contains 1086 members 
Mstep: Class 19 contains 17847 members 
Mstep: Class 20 contains 59669 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1443 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -6.645954e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 56495 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 316512 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 21303 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 117447 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33956 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14598 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14530 members 
Mstep: Class 17 contains 33557 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 17427 members 
Mstep: Class 20 contains 59628 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1442 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -6.645998e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56640 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 316240 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 22210 members 
Mstep: Class 7 contains 5258 members 
Mstep: Class 8 contains 17645 members 
Mstep: Class 9 contains 117120 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 33942 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14501 members 
Mstep: Class 17 contains 33644 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 17015 members 
Mstep: Class 20 contains 59569 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1440 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -6.646001e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 56776 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 315767 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 23180 members 
Mstep: Class 7 contains 5279 members 
Mstep: Class 8 contains 17633 members 
Mstep: Class 9 contains 116832 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 33956 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14480 members 
Mstep: Class 17 contains 33733 members 
Mstep: Class 18 contains 1094 members 
Mstep: Class 19 contains 16624 members 
Mstep: Class 20 contains 59567 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1439 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -6.64603e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 56917 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 315279 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 24163 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 116529 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 33995 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14440 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14463 members 
Mstep: Class 17 contains 33805 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 19 contains 16276 members 
Mstep: Class 20 contains 59553 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1438 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -6.646056e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 57046 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 314961 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 25086 members 
Mstep: Class 7 contains 5318 members 
Mstep: Class 8 contains 17568 members 
Mstep: Class 9 contains 116174 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14381 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14444 members 
Mstep: Class 17 contains 33866 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 15932 members 
Mstep: Class 20 contains 59528 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1437 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -6.646088e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 57142 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 314544 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 26049 members 
Mstep: Class 7 contains 5337 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 115825 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 34020 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14413 members 
Mstep: Class 17 contains 33963 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 59517 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1437 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -6.6461e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 57220 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 314236 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 26962 members 
Mstep: Class 7 contains 5355 members 
Mstep: Class 8 contains 17487 members 
Mstep: Class 9 contains 115418 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 34045 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14235 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 34042 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 15375 members 
Mstep: Class 20 contains 59530 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1438 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -6.646138e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 57286 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 313986 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 17447 members 
Mstep: Class 9 contains 115003 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 34068 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14155 members 
Mstep: Class 14 contains 2372 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 14365 members 
Mstep: Class 17 contains 34127 members 
Mstep: Class 18 contains 1108 members 
Mstep: Class 19 contains 15128 members 
Mstep: Class 20 contains 59536 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1437 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -6.64615e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 57357 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 313707 members 
Mstep: Class 5 contains 739 members 
Mstep: Class 6 contains 28651 members 
Mstep: Class 7 contains 5380 members 
Mstep: Class 8 contains 17403 members 
Mstep: Class 9 contains 114593 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 34101 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 2374 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 14350 members 
Mstep: Class 17 contains 34213 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 59547 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1440 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -6.646205e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 57436 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 313353 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 29490 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 17365 members 
Mstep: Class 9 contains 114205 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 34148 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 14018 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14329 members 
Mstep: Class 17 contains 34286 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 14685 members 
Mstep: Class 20 contains 59565 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1443 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -6.646248e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 57499 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 313016 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 30314 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 17330 members 
Mstep: Class 9 contains 113814 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 34182 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13958 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14314 members 
Mstep: Class 17 contains 34367 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14490 members 
Mstep: Class 20 contains 59583 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 23 contains 1442 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -6.646246e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 57540 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 312741 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 31137 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 17277 members 
Mstep: Class 9 contains 113396 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 34199 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13899 members 
Mstep: Class 14 contains 2385 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14287 members 
Mstep: Class 17 contains 34436 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 14326 members 
Mstep: Class 20 contains 59611 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1441 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -6.646267e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 57595 members 
Mstep: Class 3 contains 9026 members 
Mstep: Class 4 contains 312446 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 31914 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 112965 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 34210 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13847 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14268 members 
Mstep: Class 17 contains 34502 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 14179 members 
Mstep: Class 20 contains 59667 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462992.000000 Penalty: 48245.828125
Iteration 65Q: 23 clusters Score -6.646299e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 57669 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 312178 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 32652 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 17188 members 
Mstep: Class 9 contains 112544 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 34250 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14250 members 
Mstep: Class 17 contains 34564 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 13995 members 
Mstep: Class 20 contains 59711 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462852.000000 Penalty: 48245.828125
Iteration 66Q: 23 clusters Score -6.646285e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 57754 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 311883 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 33389 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 17129 members 
Mstep: Class 9 contains 112086 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 34289 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13770 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 34629 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 13872 members 
Mstep: Class 20 contains 59755 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463072.000000 Penalty: 48245.828125
Iteration 67Q: 23 clusters Score -6.646307e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 57826 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 311637 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 34127 members 
Mstep: Class 7 contains 5465 members 
Mstep: Class 8 contains 17080 members 
Mstep: Class 9 contains 111620 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 34327 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14209 members 
Mstep: Class 17 contains 34692 members 
Mstep: Class 18 contains 1123 members 
Mstep: Class 19 contains 13743 members 
Mstep: Class 20 contains 59776 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463328.000000 Penalty: 48245.828125
Iteration 68Q: 23 clusters Score -6.646333e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57864 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 311434 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 34836 members 
Mstep: Class 7 contains 5477 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 111189 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 34361 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13668 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14174 members 
Mstep: Class 17 contains 34758 members 
Mstep: Class 18 contains 1126 members 
Mstep: Class 19 contains 13653 members 
Mstep: Class 20 contains 59780 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463696.000000 Penalty: 48245.828125
Iteration 69Q: 23 clusters Score -6.64637e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 57865 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 311233 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 35552 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 17000 members 
Mstep: Class 9 contains 110769 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 34395 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13634 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14142 members 
Mstep: Class 17 contains 34822 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 13548 members 
Mstep: Class 20 contains 59771 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464172.000000 Penalty: 48245.828125
Iteration 70Q: 23 clusters Score -6.646417e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 57838 members 
Mstep: Class 3 contains 9028 members 
Mstep: Class 4 contains 311128 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 36184 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 16954 members 
Mstep: Class 9 contains 110342 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 34442 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13575 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 17 contains 34886 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 59761 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464084.000000 Penalty: 48245.828125
Iteration 71Q: 23 clusters Score -6.646408e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 57801 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 311017 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 36766 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 109962 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34483 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13514 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14084 members 
Mstep: Class 17 contains 34948 members 
Mstep: Class 18 contains 1140 members 
Mstep: Class 19 contains 13445 members 
Mstep: Class 20 contains 59761 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464480.000000 Penalty: 48245.828125
Iteration 72Q: 23 clusters Score -6.646448e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 57733 members 
Mstep: Class 3 contains 9024 members 
Mstep: Class 4 contains 310916 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 37325 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 16876 members 
Mstep: Class 9 contains 109578 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34515 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13466 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 35020 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 59784 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464552.000000 Penalty: 48245.828125
Iteration 73Q: 23 clusters Score -6.646455e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 57662 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 310826 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 37846 members 
Mstep: Class 7 contains 5551 members 
Mstep: Class 8 contains 16831 members 
Mstep: Class 9 contains 109213 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34539 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13429 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14037 members 
Mstep: Class 17 contains 35098 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 13385 members 
Mstep: Class 20 contains 59790 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464692.000000 Penalty: 48245.828125
Iteration 74Q: 23 clusters Score -6.646469e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 57576 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 310764 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 5564 members 
Mstep: Class 8 contains 16794 members 
Mstep: Class 9 contains 108860 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34568 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13394 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14017 members 
Mstep: Class 17 contains 35180 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 13377 members 
Mstep: Class 20 contains 59808 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464620.000000 Penalty: 48245.828125
Iteration 75Q: 23 clusters Score -6.646462e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57494 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 310680 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 38757 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 16753 members 
Mstep: Class 9 contains 108520 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34597 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13362 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 14003 members 
Mstep: Class 17 contains 35250 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 13394 members 
Mstep: Class 20 contains 59824 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464732.000000 Penalty: 48245.828125
Iteration 76Q: 23 clusters Score -6.646473e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57420 members 
Mstep: Class 3 contains 9019 members 
Mstep: Class 4 contains 310613 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 39193 members 
Mstep: Class 7 contains 5586 members 
Mstep: Class 8 contains 16698 members 
Mstep: Class 9 contains 108198 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34626 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13324 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 35303 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 13430 members 
Mstep: Class 20 contains 59833 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464976.000000 Penalty: 48245.828125
Iteration 77Q: 23 clusters Score -6.646498e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57338 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 310583 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 39614 members 
Mstep: Class 7 contains 5593 members 
Mstep: Class 8 contains 16648 members 
Mstep: Class 9 contains 107904 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34651 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13964 members 
Mstep: Class 17 contains 35333 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 13481 members 
Mstep: Class 20 contains 59839 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464992.000000 Penalty: 48245.828125
Iteration 78Q: 23 clusters Score -6.646499e+07 nChanged 1396
Entering ConstructFrom: 
Score: -66464992.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -93763.421875 Penalty: 1140.344727
	Iteration 0F: 2 clusters Score -93763.42 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 582 members 
Entering Unmasked Estep 
Score: -92265.265625 Penalty: 2280.689453
	Iteration 0F: 3 clusters Score -92265.27 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -92583.250000 Penalty: 2280.689453
	Iteration 1F: 3 clusters Score -92583.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92692.242188 Penalty: 2280.689453
	Iteration 2F: 3 clusters Score -92692.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92752.234375 Penalty: 2280.689453
	Iteration 3Q: 3 clusters Score -92752.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92783.375000 Penalty: 2280.689453
	Iteration 4Q: 3 clusters Score -92783.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -92798.960938 Penalty: 2280.689453
	Iteration 5Q: 3 clusters Score -92798.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92814.625000 Penalty: 2280.689453
	Iteration 6Q: 3 clusters Score -92814.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92831.218750 Penalty: 2280.689453
	Iteration 7Q: 3 clusters Score -92831.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92842.992188 Penalty: 2280.689453
	Iteration 8Q: 3 clusters Score -92842.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92851.203125 Penalty: 2280.689453
	Iteration 9Q: 3 clusters Score -92851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92859.164062 Penalty: 2280.689453
	Iteration 10Q: 3 clusters Score -92859.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92865.242188 Penalty: 2280.689453
	Iteration 11Q: 3 clusters Score -92865.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -92868.710938 Penalty: 2280.689453
	Iteration 12Q: 3 clusters Score -92868.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92873.648438 Penalty: 2280.689453
	Iteration 13Q: 3 clusters Score -92873.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92879.562500 Penalty: 2280.689453
	Iteration 14Q: 3 clusters Score -92879.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92891.828125 Penalty: 2280.689453
	Iteration 15Q: 3 clusters Score -92891.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -92901.335938 Penalty: 2280.689453
	Iteration 16Q: 3 clusters Score -92901.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92916.570312 Penalty: 2280.689453
	Iteration 17Q: 3 clusters Score -92916.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -92926.921875 Penalty: 2280.689453
	Iteration 18Q: 3 clusters Score -92926.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92931.734375 Penalty: 2280.689453
	Iteration 19Q: 3 clusters Score -92931.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -92939.546875 Penalty: 2280.689453
	Iteration 20F: 3 clusters Score -92939.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -92945.664062 Penalty: 2280.689453
	Iteration 21Q: 3 clusters Score -92945.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -92949.648438 Penalty: 2280.689453
	Iteration 22Q: 3 clusters Score -92949.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -92957.734375 Penalty: 2280.689453
	Iteration 23Q: 3 clusters Score -92957.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -92962.398438 Penalty: 2280.689453
	Iteration 24Q: 3 clusters Score -92962.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -92968.304688 Penalty: 2280.689453
	Iteration 25Q: 3 clusters Score -92968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92981.468750 Penalty: 2280.689453
	Iteration 26Q: 3 clusters Score -92981.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -93002.523438 Penalty: 2280.689453
	Iteration 27Q: 3 clusters Score -93002.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -93041.562500 Penalty: 2280.689453
	Iteration 28Q: 3 clusters Score -93041.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -93080.507812 Penalty: 2280.689453
	Iteration 29Q: 3 clusters Score -93080.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -93112.054688 Penalty: 2280.689453
	Iteration 30Q: 3 clusters Score -93112.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93159.335938 Penalty: 2280.689453
	Iteration 31Q: 3 clusters Score -93159.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93231.328125 Penalty: 2280.689453
	Iteration 32Q: 3 clusters Score -93231.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -93299.218750 Penalty: 2280.689453
	Iteration 33Q: 3 clusters Score -93299.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -93364.867188 Penalty: 2280.689453
	Iteration 34Q: 3 clusters Score -93364.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -93437.835938 Penalty: 2280.689453
	Iteration 35Q: 3 clusters Score -93437.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93512.468750 Penalty: 2280.689453
	Iteration 36Q: 3 clusters Score -93512.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -93560.109375 Penalty: 2280.689453
	Iteration 37Q: 3 clusters Score -93560.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93619.257812 Penalty: 2280.689453
	Iteration 38Q: 3 clusters Score -93619.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -93651.179688 Penalty: 2280.689453
	Iteration 39Q: 3 clusters Score -93651.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -93694.921875 Penalty: 2280.689453
	Iteration 40F: 3 clusters Score -93694.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -93735.875000 Penalty: 2280.689453
	Iteration 41Q: 3 clusters Score -93735.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -93740.578125 Penalty: 2280.689453
	Iteration 42Q: 3 clusters Score -93740.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93744.781250 Penalty: 2280.689453
	Iteration 43Q: 3 clusters Score -93744.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -93748.445312 Penalty: 2280.689453
	Iteration 44Q: 3 clusters Score -93748.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93754.406250 Penalty: 2280.689453
	Iteration 45Q: 3 clusters Score -93754.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -93763.101562 Penalty: 2280.689453
	Iteration 46Q: 3 clusters Score -93763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93765.148438 Penalty: 2280.689453
	Iteration 47Q: 3 clusters Score -93765.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93765.445312 Penalty: 2280.689453
	Iteration 48F: 3 clusters Score -93765.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -93767.820312 Penalty: 2280.689453
	Iteration 49Q: 3 clusters Score -93767.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -93767.820312 Penalty: 2280.689453
	Iteration 50F: 3 clusters Score -93767.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 57273 members 
Mstep: Class 3 contains 9017 members 
Mstep: Class 4 contains 310558 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 39979 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 8 contains 16619 members 
Mstep: Class 9 contains 107620 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34679 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13948 members 
Mstep: Class 17 contains 35363 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 59843 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 1428 members 
Entering Unmasked Estep 
Score: -66464260.000000 Penalty: 50438.820312
Splitting cluster 1 changes total score from -66464992.000000 to -66464260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (57273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Entering Unmasked Estep 
Score: -5408892.000000 Penalty: 1780.282471
	Iteration 0F: 2 clusters Score -5408892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -5370553.500000 Penalty: 3560.564941
	Iteration 0F: 3 clusters Score -5370554 nChanged 26985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -5385873.000000 Penalty: 3560.564941
	Iteration 1F: 3 clusters Score -5385873 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -5386356.500000 Penalty: 3560.564941
	Iteration 2Q: 3 clusters Score -5386356 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -5386981.000000 Penalty: 3560.564941
	Iteration 3Q: 3 clusters Score -5386981 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -5387780.000000 Penalty: 3560.564941
	Iteration 4Q: 3 clusters Score -5387780 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5389035.000000 Penalty: 3560.564941
	Iteration 5Q: 3 clusters Score -5389035 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -5391166.000000 Penalty: 3560.564941
	Iteration 6F: 3 clusters Score -5391166 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -5394488.500000 Penalty: 3560.564941
	Iteration 7F: 3 clusters Score -5394488 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -5398651.000000 Penalty: 3560.564941
	Iteration 8F: 3 clusters Score -5398651 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -5402310.500000 Penalty: 3560.564941
	Iteration 9F: 3 clusters Score -5402310 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -5404731.000000 Penalty: 3560.564941
	Iteration 10Q: 3 clusters Score -5404731 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -5406100.500000 Penalty: 3560.564941
	Iteration 11Q: 3 clusters Score -5406100 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -5406799.500000 Penalty: 3560.564941
	Iteration 12Q: 3 clusters Score -5406800 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -5407082.000000 Penalty: 3560.564941
	Iteration 13Q: 3 clusters Score -5407082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -5407215.000000 Penalty: 3560.564941
	Iteration 14Q: 3 clusters Score -5407215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -5407275.500000 Penalty: 3560.564941
	Iteration 15Q: 3 clusters Score -5407276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -5407316.500000 Penalty: 3560.564941
	Iteration 16Q: 3 clusters Score -5407316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -5407348.000000 Penalty: 3560.564941
	Iteration 17Q: 3 clusters Score -5407348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -5407363.500000 Penalty: 3560.564941
	Iteration 18Q: 3 clusters Score -5407364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -5407371.000000 Penalty: 3560.564941
	Iteration 19Q: 3 clusters Score -5407371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -5407377.000000 Penalty: 3560.564941
	Iteration 20F: 3 clusters Score -5407377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -5407386.500000 Penalty: 3560.564941
	Iteration 21Q: 3 clusters Score -5407386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -5407392.500000 Penalty: 3560.564941
	Iteration 22Q: 3 clusters Score -5407392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -5407394.500000 Penalty: 3560.564941
	Iteration 23Q: 3 clusters Score -5407394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -5407394.500000 Penalty: 3560.564941
	Iteration 24Q: 3 clusters Score -5407394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -5407393.500000 Penalty: 3560.564941
	Iteration 25Q: 3 clusters Score -5407394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -5407393.500000 Penalty: 3560.564941
	Iteration 26F: 3 clusters Score -5407394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Entering Unmasked Estep 
Score: -842227.437500 Penalty: 1479.865845
	Iteration 0F: 2 clusters Score -842227.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -835639.500000 Penalty: 2959.731689
	Iteration 0F: 3 clusters Score -835639.5 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -837746.375000 Penalty: 2959.731689
	Iteration 1F: 3 clusters Score -837746.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -837942.000000 Penalty: 2959.731689
	Iteration 2F: 3 clusters Score -837942 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -838111.875000 Penalty: 2959.731689
	Iteration 3Q: 3 clusters Score -838111.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -838266.125000 Penalty: 2959.731689
	Iteration 4Q: 3 clusters Score -838266.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -838434.250000 Penalty: 2959.731689
	Iteration 5Q: 3 clusters Score -838434.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -838639.500000 Penalty: 2959.731689
	Iteration 6Q: 3 clusters Score -838639.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -838947.687500 Penalty: 2959.731689
	Iteration 7F: 3 clusters Score -838947.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -839368.312500 Penalty: 2959.731689
	Iteration 8F: 3 clusters Score -839368.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -839742.312500 Penalty: 2959.731689
	Iteration 9F: 3 clusters Score -839742.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -840124.312500 Penalty: 2959.731689
	Iteration 10Q: 3 clusters Score -840124.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -840405.687500 Penalty: 2959.731689
	Iteration 11Q: 3 clusters Score -840405.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -840615.312500 Penalty: 2959.731689
	Iteration 12Q: 3 clusters Score -840615.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -840771.812500 Penalty: 2959.731689
	Iteration 13Q: 3 clusters Score -840771.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -840872.375000 Penalty: 2959.731689
	Iteration 14Q: 3 clusters Score -840872.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -840922.875000 Penalty: 2959.731689
	Iteration 15Q: 3 clusters Score -840922.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -840957.062500 Penalty: 2959.731689
	Iteration 16Q: 3 clusters Score -840957.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -840986.062500 Penalty: 2959.731689
	Iteration 17Q: 3 clusters Score -840986.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -840999.125000 Penalty: 2959.731689
	Iteration 18Q: 3 clusters Score -840999.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -841010.812500 Penalty: 2959.731689
	Iteration 19Q: 3 clusters Score -841010.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -841028.562500 Penalty: 2959.731689
	Iteration 20F: 3 clusters Score -841028.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -841037.312500 Penalty: 2959.731689
	Iteration 21Q: 3 clusters Score -841037.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -841044.687500 Penalty: 2959.731689
	Iteration 22Q: 3 clusters Score -841044.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -841051.000000 Penalty: 2959.731689
	Iteration 23Q: 3 clusters Score -841051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -841056.437500 Penalty: 2959.731689
	Iteration 24Q: 3 clusters Score -841056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -841059.000000 Penalty: 2959.731689
	Iteration 25Q: 3 clusters Score -841059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -841061.125000 Penalty: 2959.731689
	Iteration 26Q: 3 clusters Score -841061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -841061.875000 Penalty: 2959.731689
	Iteration 27Q: 3 clusters Score -841061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -841063.437500 Penalty: 2959.731689
	Iteration 28Q: 3 clusters Score -841063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -841064.250000 Penalty: 2959.731689
	Iteration 29Q: 3 clusters Score -841064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -841068.500000 Penalty: 2959.731689
	Iteration 30Q: 3 clusters Score -841068.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -841069.250000 Penalty: 2959.731689
	Iteration 31Q: 3 clusters Score -841069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -841073.312500 Penalty: 2959.731689
	Iteration 32Q: 3 clusters Score -841073.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -841078.187500 Penalty: 2959.731689
	Iteration 33Q: 3 clusters Score -841078.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -841082.437500 Penalty: 2959.731689
	Iteration 34Q: 3 clusters Score -841082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -841082.437500 Penalty: 2959.731689
	Iteration 35Q: 3 clusters Score -841082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -841085.062500 Penalty: 2959.731689
	Iteration 36Q: 3 clusters Score -841085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -841086.687500 Penalty: 2959.731689
	Iteration 37Q: 3 clusters Score -841086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -841088.750000 Penalty: 2959.731689
	Iteration 38Q: 3 clusters Score -841088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -841090.500000 Penalty: 2959.731689
	Iteration 39Q: 3 clusters Score -841090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -841092.000000 Penalty: 2959.731689
	Iteration 40F: 3 clusters Score -841092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -841092.000000 Penalty: 2959.731689
	Iteration 41Q: 3 clusters Score -841092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -841093.250000 Penalty: 2959.731689
	Iteration 42Q: 3 clusters Score -841093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -841093.250000 Penalty: 2959.731689
	Iteration 43F: 3 clusters Score -841093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (310558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310558 members 
Entering Unmasked Estep 
Score: -28905302.000000 Penalty: 2054.995361
	Iteration 0F: 2 clusters Score -2.89053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 155398 members 
Entering Unmasked Estep 
Score: -28708870.000000 Penalty: 4109.990723
	Iteration 0F: 3 clusters Score -2.870887e+07 nChanged 150771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -28798728.000000 Penalty: 4109.990723
	Iteration 1F: 3 clusters Score -2.879873e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148626 members 
Mstep: Class 2 contains 161932 members 
Entering Unmasked Estep 
Score: -28800862.000000 Penalty: 4109.990723
	Iteration 2Q: 3 clusters Score -2.880086e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144886 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -28803450.000000 Penalty: 4109.990723
	Iteration 3Q: 3 clusters Score -2.880345e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139214 members 
Mstep: Class 2 contains 171344 members 
Entering Unmasked Estep 
Score: -28807198.000000 Penalty: 4109.990723
	Iteration 4Q: 3 clusters Score -2.88072e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130939 members 
Mstep: Class 2 contains 179619 members 
Entering Unmasked Estep 
Score: -28813866.000000 Penalty: 4109.990723
	Iteration 5Q: 3 clusters Score -2.881387e+07 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119614 members 
Mstep: Class 2 contains 190944 members 
Entering Unmasked Estep 
Score: -28823258.000000 Penalty: 4109.990723
	Iteration 6F: 3 clusters Score -2.882326e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105593 members 
Mstep: Class 2 contains 204965 members 
Entering Unmasked Estep 
Score: -28836504.000000 Penalty: 4109.990723
	Iteration 7F: 3 clusters Score -2.88365e+07 nChanged 19581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 219940 members 
Entering Unmasked Estep 
Score: -28850110.000000 Penalty: 4109.990723
	Iteration 8F: 3 clusters Score -2.885011e+07 nChanged 17947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 233681 members 
Entering Unmasked Estep 
Score: -28862886.000000 Penalty: 4109.990723
	Iteration 9F: 3 clusters Score -2.886289e+07 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 245309 members 
Entering Unmasked Estep 
Score: -28872470.000000 Penalty: 4109.990723
	Iteration 10Q: 3 clusters Score -2.887247e+07 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 254920 members 
Entering Unmasked Estep 
Score: -28879254.000000 Penalty: 4109.990723
	Iteration 11Q: 3 clusters Score -2.887925e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 263264 members 
Entering Unmasked Estep 
Score: -28884306.000000 Penalty: 4109.990723
	Iteration 12Q: 3 clusters Score -2.888431e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 270592 members 
Entering Unmasked Estep 
Score: -28888360.000000 Penalty: 4109.990723
	Iteration 13Q: 3 clusters Score -2.888836e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 277357 members 
Entering Unmasked Estep 
Score: -28891914.000000 Penalty: 4109.990723
	Iteration 14Q: 3 clusters Score -2.889191e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 283576 members 
Entering Unmasked Estep 
Score: -28895408.000000 Penalty: 4109.990723
	Iteration 15Q: 3 clusters Score -2.889541e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 289159 members 
Entering Unmasked Estep 
Score: -28898614.000000 Penalty: 4109.990723
	Iteration 16Q: 3 clusters Score -2.889861e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 294032 members 
Entering Unmasked Estep 
Score: -28901478.000000 Penalty: 4109.990723
	Iteration 17Q: 3 clusters Score -2.890148e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 298103 members 
Entering Unmasked Estep 
Score: -28903926.000000 Penalty: 4109.990723
	Iteration 18Q: 3 clusters Score -2.890393e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 301324 members 
Entering Unmasked Estep 
Score: -28904474.000000 Penalty: 4109.990723
	Iteration 19Q: 3 clusters Score -2.890447e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 303704 members 
Entering Unmasked Estep 
Score: -28904876.000000 Penalty: 4109.990723
	Iteration 20F: 3 clusters Score -2.890488e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 305392 members 
Entering Unmasked Estep 
Score: -28904880.000000 Penalty: 4109.990723
	Iteration 21Q: 3 clusters Score -2.890488e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 306587 members 
Entering Unmasked Estep 
Score: -28904746.000000 Penalty: 4109.990723
	Iteration 22Q: 3 clusters Score -2.890475e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 307430 members 
Entering Unmasked Estep 
Score: -28904734.000000 Penalty: 4109.990723
	Iteration 23Q: 3 clusters Score -2.890473e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 308058 members 
Entering Unmasked Estep 
Score: -28904702.000000 Penalty: 4109.990723
	Iteration 24Q: 3 clusters Score -2.89047e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 308511 members 
Entering Unmasked Estep 
Score: -28904810.000000 Penalty: 4109.990723
	Iteration 25Q: 3 clusters Score -2.890481e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 308837 members 
Entering Unmasked Estep 
Score: -28904584.000000 Penalty: 4109.990723
	Iteration 26Q: 3 clusters Score -2.890458e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 309072 members 
Entering Unmasked Estep 
Score: -28904536.000000 Penalty: 4109.990723
	Iteration 27Q: 3 clusters Score -2.890454e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 309224 members 
Entering Unmasked Estep 
Score: -28904466.000000 Penalty: 4109.990723
	Iteration 28Q: 3 clusters Score -2.890447e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 309337 members 
Entering Unmasked Estep 
Score: -28904378.000000 Penalty: 4109.990723
	Iteration 29Q: 3 clusters Score -2.890438e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 309425 members 
Entering Unmasked Estep 
Score: -28904302.000000 Penalty: 4109.990723
	Iteration 30Q: 3 clusters Score -2.89043e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 309484 members 
Entering Unmasked Estep 
Score: -28904248.000000 Penalty: 4109.990723
	Iteration 31Q: 3 clusters Score -2.890425e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 309522 members 
Entering Unmasked Estep 
Score: -28904254.000000 Penalty: 4109.990723
	Iteration 32Q: 3 clusters Score -2.890425e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 309553 members 
Entering Unmasked Estep 
Score: -28904248.000000 Penalty: 4109.990723
	Iteration 33Q: 3 clusters Score -2.890425e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 309590 members 
Entering Unmasked Estep 
Score: -28904224.000000 Penalty: 4109.990723
	Iteration 34Q: 3 clusters Score -2.890422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 309614 members 
Entering Unmasked Estep 
Score: -28904226.000000 Penalty: 4109.990723
	Iteration 35Q: 3 clusters Score -2.890423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 309634 members 
Entering Unmasked Estep 
Score: -28904210.000000 Penalty: 4109.990723
	Iteration 36Q: 3 clusters Score -2.890421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 309650 members 
Entering Unmasked Estep 
Score: -28904198.000000 Penalty: 4109.990723
	Iteration 37Q: 3 clusters Score -2.89042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 309659 members 
Entering Unmasked Estep 
Score: -28904188.000000 Penalty: 4109.990723
	Iteration 38Q: 3 clusters Score -2.890419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 309671 members 
Entering Unmasked Estep 
Score: -28904182.000000 Penalty: 4109.990723
	Iteration 39Q: 3 clusters Score -2.890418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 309683 members 
Entering Unmasked Estep 
Score: -28904182.000000 Penalty: 4109.990723
	Iteration 40F: 3 clusters Score -2.890418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 309697 members 
Entering Unmasked Estep 
Score: -28904178.000000 Penalty: 4109.990723
	Iteration 41Q: 3 clusters Score -2.890418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 309711 members 
Entering Unmasked Estep 
Score: -28904156.000000 Penalty: 4109.990723
	Iteration 42Q: 3 clusters Score -2.890416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 309723 members 
Entering Unmasked Estep 
Score: -28904162.000000 Penalty: 4109.990723
	Iteration 43Q: 3 clusters Score -2.890416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 309737 members 
Entering Unmasked Estep 
Score: -28904182.000000 Penalty: 4109.990723
	Iteration 44Q: 3 clusters Score -2.890418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 309747 members 
Entering Unmasked Estep 
Score: -28904160.000000 Penalty: 4109.990723
	Iteration 45Q: 3 clusters Score -2.890416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 309755 members 
Entering Unmasked Estep 
Score: -28904174.000000 Penalty: 4109.990723
	Iteration 46Q: 3 clusters Score -2.890417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 309760 members 
Entering Unmasked Estep 
Score: -28904184.000000 Penalty: 4109.990723
	Iteration 47Q: 3 clusters Score -2.890418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 309767 members 
Entering Unmasked Estep 
Score: -28904166.000000 Penalty: 4109.990723
	Iteration 48Q: 3 clusters Score -2.890417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 309780 members 
Entering Unmasked Estep 
Score: -28904162.000000 Penalty: 4109.990723
	Iteration 49Q: 3 clusters Score -2.890416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 309793 members 
Entering Unmasked Estep 
Score: -28904168.000000 Penalty: 4109.990723
	Iteration 50Q: 3 clusters Score -2.890417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 309802 members 
Entering Unmasked Estep 
Score: -28904164.000000 Penalty: 4109.990723
	Iteration 51Q: 3 clusters Score -2.890416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 309807 members 
Entering Unmasked Estep 
Score: -28904156.000000 Penalty: 4109.990723
	Iteration 52Q: 3 clusters Score -2.890416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 309808 members 
Entering Unmasked Estep 
Score: -28904160.000000 Penalty: 4109.990723
	Iteration 53Q: 3 clusters Score -2.890416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 309812 members 
Entering Unmasked Estep 
Score: -28904164.000000 Penalty: 4109.990723
	Iteration 54Q: 3 clusters Score -2.890416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 309815 members 
Entering Unmasked Estep 
Score: -28904150.000000 Penalty: 4109.990723
	Iteration 55Q: 3 clusters Score -2.890415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 309817 members 
Entering Unmasked Estep 
Score: -28904150.000000 Penalty: 4109.990723
	Iteration 56Q: 3 clusters Score -2.890415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 309818 members 
Entering Unmasked Estep 
Score: -28904138.000000 Penalty: 4109.990723
	Iteration 57Q: 3 clusters Score -2.890414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 309819 members 
Entering Unmasked Estep 
Score: -28904142.000000 Penalty: 4109.990723
	Iteration 58Q: 3 clusters Score -2.890414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 309820 members 
Entering Unmasked Estep 
Score: -28904140.000000 Penalty: 4109.990723
	Iteration 59Q: 3 clusters Score -2.890414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 309820 members 
Entering Unmasked Estep 
Score: -28904140.000000 Penalty: 4109.990723
	Iteration 60F: 3 clusters Score -2.890414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -48798.292969 Penalty: 1072.920532
	Iteration 0F: 2 clusters Score -48798.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47700.312500 Penalty: 2145.841064
	Iteration 0F: 3 clusters Score -47700.31 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48066.472656 Penalty: 2145.841064
	Iteration 1F: 3 clusters Score -48066.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48195.636719 Penalty: 2145.841064
	Iteration 2F: 3 clusters Score -48195.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48318.386719 Penalty: 2145.841064
	Iteration 3F: 3 clusters Score -48318.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48445.250000 Penalty: 2145.841064
	Iteration 4F: 3 clusters Score -48445.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48570.039062 Penalty: 2145.841064
	Iteration 5Q: 3 clusters Score -48570.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48609.628906 Penalty: 2145.841064
	Iteration 6Q: 3 clusters Score -48609.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48642.136719 Penalty: 2145.841064
	Iteration 7Q: 3 clusters Score -48642.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48681.406250 Penalty: 2145.841064
	Iteration 8Q: 3 clusters Score -48681.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48710.882812 Penalty: 2145.841064
	Iteration 9Q: 3 clusters Score -48710.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48715.000000 Penalty: 2145.841064
	Iteration 10Q: 3 clusters Score -48715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48722.285156 Penalty: 2145.841064
	Iteration 11Q: 3 clusters Score -48722.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48723.332031 Penalty: 2145.841064
	Iteration 12Q: 3 clusters Score -48723.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48723.636719 Penalty: 2145.841064
	Iteration 13Q: 3 clusters Score -48723.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48726.609375 Penalty: 2145.841064
	Iteration 14F: 3 clusters Score -48726.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48744.398438 Penalty: 2145.841064
	Iteration 15Q: 3 clusters Score -48744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48775.570312 Penalty: 2145.841064
	Iteration 16Q: 3 clusters Score -48775.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48835.468750 Penalty: 2145.841064
	Iteration 17Q: 3 clusters Score -48835.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48890.488281 Penalty: 2145.841064
	Iteration 18Q: 3 clusters Score -48890.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48913.960938 Penalty: 2145.841064
	Iteration 19Q: 3 clusters Score -48913.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48935.031250 Penalty: 2145.841064
	Iteration 20F: 3 clusters Score -48935.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48957.312500 Penalty: 2145.841064
	Iteration 21Q: 3 clusters Score -48957.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48972.761719 Penalty: 2145.841064
	Iteration 22Q: 3 clusters Score -48972.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48985.937500 Penalty: 2145.841064
	Iteration 23Q: 3 clusters Score -48985.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48996.226562 Penalty: 2145.841064
	Iteration 24Q: 3 clusters Score -48996.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49011.050781 Penalty: 2145.841064
	Iteration 25Q: 3 clusters Score -49011.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49019.980469 Penalty: 2145.841064
	Iteration 26Q: 3 clusters Score -49019.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49023.593750 Penalty: 2145.841064
	Iteration 27Q: 3 clusters Score -49023.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49028.382812 Penalty: 2145.841064
	Iteration 28Q: 3 clusters Score -49028.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49028.382812 Penalty: 2145.841064
	Iteration 29F: 3 clusters Score -49028.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57273 members 
Mstep: Class 3 contains 9017 members 
Mstep: Class 4 contains 310558 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 39979 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 8 contains 16619 members 
Mstep: Class 9 contains 107620 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34679 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13948 members 
Mstep: Class 17 contains 35363 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 59843 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 22 contains 284 members 
Mstep: Class 23 contains 1428 members 
Entering Unmasked Estep 
Score: -66464348.000000 Penalty: 50438.820312
Splitting cluster 5 changes total score from -66464992.000000 to -66464348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (39979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Entering Unmasked Estep 
Score: -3793324.750000 Penalty: 1721.867798
	Iteration 0F: 2 clusters Score -3793325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3766563.750000 Penalty: 3443.735596
	Iteration 0F: 3 clusters Score -3766564 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3776920.250000 Penalty: 3443.735596
	Iteration 1F: 3 clusters Score -3776920 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3777614.250000 Penalty: 3443.735596
	Iteration 2Q: 3 clusters Score -3777614 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3778659.000000 Penalty: 3443.735596
	Iteration 3F: 3 clusters Score -3778659 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3780301.000000 Penalty: 3443.735596
	Iteration 4F: 3 clusters Score -3780301 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3782606.500000 Penalty: 3443.735596
	Iteration 5F: 3 clusters Score -3782606 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3785383.750000 Penalty: 3443.735596
	Iteration 6F: 3 clusters Score -3785384 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3787705.750000 Penalty: 3443.735596
	Iteration 7F: 3 clusters Score -3787706 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3788957.000000 Penalty: 3443.735596
	Iteration 8Q: 3 clusters Score -3788957 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3789546.750000 Penalty: 3443.735596
	Iteration 9Q: 3 clusters Score -3789547 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3789913.000000 Penalty: 3443.735596
	Iteration 10Q: 3 clusters Score -3789913 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3790234.000000 Penalty: 3443.735596
	Iteration 11Q: 3 clusters Score -3790234 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3790495.500000 Penalty: 3443.735596
	Iteration 12Q: 3 clusters Score -3790496 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3790704.000000 Penalty: 3443.735596
	Iteration 13Q: 3 clusters Score -3790704 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3790902.750000 Penalty: 3443.735596
	Iteration 14Q: 3 clusters Score -3790903 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3791061.750000 Penalty: 3443.735596
	Iteration 15Q: 3 clusters Score -3791062 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3791210.500000 Penalty: 3443.735596
	Iteration 16Q: 3 clusters Score -3791210 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3791352.250000 Penalty: 3443.735596
	Iteration 17Q: 3 clusters Score -3791352 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3791433.500000 Penalty: 3443.735596
	Iteration 18Q: 3 clusters Score -3791434 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3791527.750000 Penalty: 3443.735596
	Iteration 19Q: 3 clusters Score -3791528 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3791607.750000 Penalty: 3443.735596
	Iteration 20F: 3 clusters Score -3791608 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3791672.500000 Penalty: 3443.735596
	Iteration 21Q: 3 clusters Score -3791672 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3791709.250000 Penalty: 3443.735596
	Iteration 22Q: 3 clusters Score -3791709 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3791754.250000 Penalty: 3443.735596
	Iteration 23Q: 3 clusters Score -3791754 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3791805.000000 Penalty: 3443.735596
	Iteration 24Q: 3 clusters Score -3791805 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3791848.500000 Penalty: 3443.735596
	Iteration 25Q: 3 clusters Score -3791848 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3791907.750000 Penalty: 3443.735596
	Iteration 26Q: 3 clusters Score -3791908 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3791943.250000 Penalty: 3443.735596
	Iteration 27Q: 3 clusters Score -3791943 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3791993.250000 Penalty: 3443.735596
	Iteration 28Q: 3 clusters Score -3791993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3792027.500000 Penalty: 3443.735596
	Iteration 29Q: 3 clusters Score -3792028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3792066.250000 Penalty: 3443.735596
	Iteration 30Q: 3 clusters Score -3792066 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3792094.250000 Penalty: 3443.735596
	Iteration 31Q: 3 clusters Score -3792094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3792124.750000 Penalty: 3443.735596
	Iteration 32Q: 3 clusters Score -3792125 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3792152.750000 Penalty: 3443.735596
	Iteration 33Q: 3 clusters Score -3792153 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3792164.750000 Penalty: 3443.735596
	Iteration 34Q: 3 clusters Score -3792165 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3792165.250000 Penalty: 3443.735596
	Iteration 35Q: 3 clusters Score -3792165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3792185.250000 Penalty: 3443.735596
	Iteration 36Q: 3 clusters Score -3792185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3792201.500000 Penalty: 3443.735596
	Iteration 37Q: 3 clusters Score -3792202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3792220.000000 Penalty: 3443.735596
	Iteration 38Q: 3 clusters Score -3792220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3792234.500000 Penalty: 3443.735596
	Iteration 39Q: 3 clusters Score -3792234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3792244.250000 Penalty: 3443.735596
	Iteration 40F: 3 clusters Score -3792244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3792249.250000 Penalty: 3443.735596
	Iteration 41Q: 3 clusters Score -3792249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3792267.000000 Penalty: 3443.735596
	Iteration 42Q: 3 clusters Score -3792267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3792278.000000 Penalty: 3443.735596
	Iteration 43Q: 3 clusters Score -3792278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3792293.000000 Penalty: 3443.735596
	Iteration 44Q: 3 clusters Score -3792293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3792301.500000 Penalty: 3443.735596
	Iteration 45Q: 3 clusters Score -3792302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3792312.750000 Penalty: 3443.735596
	Iteration 46Q: 3 clusters Score -3792313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3792313.000000 Penalty: 3443.735596
	Iteration 47Q: 3 clusters Score -3792313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3792317.250000 Penalty: 3443.735596
	Iteration 48Q: 3 clusters Score -3792317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3792325.500000 Penalty: 3443.735596
	Iteration 49Q: 3 clusters Score -3792326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3792332.750000 Penalty: 3443.735596
	Iteration 50Q: 3 clusters Score -3792333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3792339.000000 Penalty: 3443.735596
	Iteration 51Q: 3 clusters Score -3792339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3792345.750000 Penalty: 3443.735596
	Iteration 52Q: 3 clusters Score -3792346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3792341.250000 Penalty: 3443.735596
	Iteration 53Q: 3 clusters Score -3792341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3792342.750000 Penalty: 3443.735596
	Iteration 54Q: 3 clusters Score -3792343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3792339.500000 Penalty: 3443.735596
	Iteration 55Q: 3 clusters Score -3792340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3792344.250000 Penalty: 3443.735596
	Iteration 56Q: 3 clusters Score -3792344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3792350.000000 Penalty: 3443.735596
	Iteration 57Q: 3 clusters Score -3792350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3792350.000000 Penalty: 3443.735596
	Iteration 58Q: 3 clusters Score -3792350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3792354.500000 Penalty: 3443.735596
	Iteration 59Q: 3 clusters Score -3792354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3792356.250000 Penalty: 3443.735596
	Iteration 60F: 3 clusters Score -3792356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3792358.500000 Penalty: 3443.735596
	Iteration 61Q: 3 clusters Score -3792358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3792357.000000 Penalty: 3443.735596
	Iteration 62Q: 3 clusters Score -3792357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3792355.000000 Penalty: 3443.735596
	Iteration 63Q: 3 clusters Score -3792355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3792363.000000 Penalty: 3443.735596
	Iteration 64Q: 3 clusters Score -3792363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3792362.750000 Penalty: 3443.735596
	Iteration 65Q: 3 clusters Score -3792363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3792365.250000 Penalty: 3443.735596
	Iteration 66Q: 3 clusters Score -3792365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3792366.500000 Penalty: 3443.735596
	Iteration 67Q: 3 clusters Score -3792366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3792368.750000 Penalty: 3443.735596
	Iteration 68Q: 3 clusters Score -3792369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3792362.500000 Penalty: 3443.735596
	Iteration 69Q: 3 clusters Score -3792362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3792364.000000 Penalty: 3443.735596
	Iteration 70Q: 3 clusters Score -3792364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3792371.000000 Penalty: 3443.735596
	Iteration 71Q: 3 clusters Score -3792371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3792371.250000 Penalty: 3443.735596
	Iteration 72Q: 3 clusters Score -3792371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3792372.750000 Penalty: 3443.735596
	Iteration 73Q: 3 clusters Score -3792373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3792376.500000 Penalty: 3443.735596
	Iteration 74Q: 3 clusters Score -3792376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3792379.500000 Penalty: 3443.735596
	Iteration 75Q: 3 clusters Score -3792380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3792382.000000 Penalty: 3443.735596
	Iteration 76Q: 3 clusters Score -3792382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3792388.500000 Penalty: 3443.735596
	Iteration 77Q: 3 clusters Score -3792388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3792388.250000 Penalty: 3443.735596
	Iteration 78Q: 3 clusters Score -3792388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3792391.750000 Penalty: 3443.735596
	Iteration 79Q: 3 clusters Score -3792392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3792390.750000 Penalty: 3443.735596
	Iteration 80F: 3 clusters Score -3792391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3792391.250000 Penalty: 3443.735596
	Iteration 81Q: 3 clusters Score -3792391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3792392.500000 Penalty: 3443.735596
	Iteration 82Q: 3 clusters Score -3792392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3792396.250000 Penalty: 3443.735596
	Iteration 83Q: 3 clusters Score -3792396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3792396.750000 Penalty: 3443.735596
	Iteration 84Q: 3 clusters Score -3792397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3792394.000000 Penalty: 3443.735596
	Iteration 85Q: 3 clusters Score -3792394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3792397.750000 Penalty: 3443.735596
	Iteration 86Q: 3 clusters Score -3792398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3792396.500000 Penalty: 3443.735596
	Iteration 87Q: 3 clusters Score -3792396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3792401.750000 Penalty: 3443.735596
	Iteration 88Q: 3 clusters Score -3792402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3792398.250000 Penalty: 3443.735596
	Iteration 89Q: 3 clusters Score -3792398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3792400.000000 Penalty: 3443.735596
	Iteration 90Q: 3 clusters Score -3792400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3792398.250000 Penalty: 3443.735596
	Iteration 91Q: 3 clusters Score -3792398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3792394.000000 Penalty: 3443.735596
	Iteration 92Q: 3 clusters Score -3792394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3792394.000000 Penalty: 3443.735596
	Iteration 93F: 3 clusters Score -3792394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Entering Unmasked Estep 
Score: -506199.312500 Penalty: 1402.401855
	Iteration 0F: 2 clusters Score -506199.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -501896.875000 Penalty: 2804.803711
	Iteration 0F: 3 clusters Score -501896.9 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -503128.343750 Penalty: 2804.803711
	Iteration 1F: 3 clusters Score -503128.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -503298.906250 Penalty: 2804.803711
	Iteration 2F: 3 clusters Score -503298.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -503426.187500 Penalty: 2804.803711
	Iteration 3Q: 3 clusters Score -503426.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -503535.812500 Penalty: 2804.803711
	Iteration 4Q: 3 clusters Score -503535.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -503629.062500 Penalty: 2804.803711
	Iteration 5Q: 3 clusters Score -503629.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -503746.156250 Penalty: 2804.803711
	Iteration 6Q: 3 clusters Score -503746.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -503874.062500 Penalty: 2804.803711
	Iteration 7Q: 3 clusters Score -503874.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -504044.875000 Penalty: 2804.803711
	Iteration 8Q: 3 clusters Score -504044.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -504230.906250 Penalty: 2804.803711
	Iteration 9Q: 3 clusters Score -504230.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -504406.187500 Penalty: 2804.803711
	Iteration 10Q: 3 clusters Score -504406.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -504558.312500 Penalty: 2804.803711
	Iteration 11Q: 3 clusters Score -504558.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -504695.437500 Penalty: 2804.803711
	Iteration 12Q: 3 clusters Score -504695.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -504836.468750 Penalty: 2804.803711
	Iteration 13Q: 3 clusters Score -504836.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -504973.906250 Penalty: 2804.803711
	Iteration 14Q: 3 clusters Score -504973.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -505083.468750 Penalty: 2804.803711
	Iteration 15Q: 3 clusters Score -505083.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -505170.593750 Penalty: 2804.803711
	Iteration 16Q: 3 clusters Score -505170.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -505245.437500 Penalty: 2804.803711
	Iteration 17Q: 3 clusters Score -505245.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -505312.781250 Penalty: 2804.803711
	Iteration 18Q: 3 clusters Score -505312.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -505354.875000 Penalty: 2804.803711
	Iteration 19Q: 3 clusters Score -505354.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -505382.750000 Penalty: 2804.803711
	Iteration 20F: 3 clusters Score -505382.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -505399.187500 Penalty: 2804.803711
	Iteration 21Q: 3 clusters Score -505399.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -505411.500000 Penalty: 2804.803711
	Iteration 22Q: 3 clusters Score -505411.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -505416.031250 Penalty: 2804.803711
	Iteration 23Q: 3 clusters Score -505416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -505421.781250 Penalty: 2804.803711
	Iteration 24Q: 3 clusters Score -505421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -505426.031250 Penalty: 2804.803711
	Iteration 25Q: 3 clusters Score -505426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -505426.500000 Penalty: 2804.803711
	Iteration 26Q: 3 clusters Score -505426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -505426.375000 Penalty: 2804.803711
	Iteration 27Q: 3 clusters Score -505426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -505426.406250 Penalty: 2804.803711
	Iteration 28Q: 3 clusters Score -505426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -505426.968750 Penalty: 2804.803711
	Iteration 29Q: 3 clusters Score -505427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -505427.968750 Penalty: 2804.803711
	Iteration 30Q: 3 clusters Score -505428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -505428.406250 Penalty: 2804.803711
	Iteration 31Q: 3 clusters Score -505428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -505428.406250 Penalty: 2804.803711
	Iteration 32F: 3 clusters Score -505428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Entering Unmasked Estep 
Score: -1459595.625000 Penalty: 1579.223999
	Iteration 0F: 2 clusters Score -1459596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1448196.125000 Penalty: 3158.447998
	Iteration 0F: 3 clusters Score -1448196 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1452159.625000 Penalty: 3158.447998
	Iteration 1F: 3 clusters Score -1452160 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1452448.500000 Penalty: 3158.447998
	Iteration 2F: 3 clusters Score -1452448 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1452688.375000 Penalty: 3158.447998
	Iteration 3Q: 3 clusters Score -1452688 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1452898.375000 Penalty: 3158.447998
	Iteration 4Q: 3 clusters Score -1452898 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1453063.125000 Penalty: 3158.447998
	Iteration 5Q: 3 clusters Score -1453063 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1453222.875000 Penalty: 3158.447998
	Iteration 6Q: 3 clusters Score -1453223 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1453411.500000 Penalty: 3158.447998
	Iteration 7Q: 3 clusters Score -1453412 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1453627.375000 Penalty: 3158.447998
	Iteration 8Q: 3 clusters Score -1453627 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1453917.125000 Penalty: 3158.447998
	Iteration 9Q: 3 clusters Score -1453917 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1454330.625000 Penalty: 3158.447998
	Iteration 10Q: 3 clusters Score -1454331 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1454830.000000 Penalty: 3158.447998
	Iteration 11F: 3 clusters Score -1454830 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1455408.750000 Penalty: 3158.447998
	Iteration 12F: 3 clusters Score -1455409 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1456059.250000 Penalty: 3158.447998
	Iteration 13F: 3 clusters Score -1456059 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1456660.375000 Penalty: 3158.447998
	Iteration 14Q: 3 clusters Score -1456660 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1457143.500000 Penalty: 3158.447998
	Iteration 15Q: 3 clusters Score -1457144 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1457492.125000 Penalty: 3158.447998
	Iteration 16Q: 3 clusters Score -1457492 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1457729.250000 Penalty: 3158.447998
	Iteration 17Q: 3 clusters Score -1457729 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1457891.500000 Penalty: 3158.447998
	Iteration 18Q: 3 clusters Score -1457892 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1458007.375000 Penalty: 3158.447998
	Iteration 19Q: 3 clusters Score -1458007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1458077.625000 Penalty: 3158.447998
	Iteration 20F: 3 clusters Score -1458078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1458133.750000 Penalty: 3158.447998
	Iteration 21Q: 3 clusters Score -1458134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1458162.125000 Penalty: 3158.447998
	Iteration 22Q: 3 clusters Score -1458162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1458188.375000 Penalty: 3158.447998
	Iteration 23Q: 3 clusters Score -1458188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1458211.875000 Penalty: 3158.447998
	Iteration 24Q: 3 clusters Score -1458212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1458226.000000 Penalty: 3158.447998
	Iteration 25Q: 3 clusters Score -1458226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1458237.750000 Penalty: 3158.447998
	Iteration 26Q: 3 clusters Score -1458238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1458245.375000 Penalty: 3158.447998
	Iteration 27Q: 3 clusters Score -1458245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1458248.250000 Penalty: 3158.447998
	Iteration 28Q: 3 clusters Score -1458248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1458250.625000 Penalty: 3158.447998
	Iteration 29Q: 3 clusters Score -1458251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1458252.750000 Penalty: 3158.447998
	Iteration 30Q: 3 clusters Score -1458253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1458255.250000 Penalty: 3158.447998
	Iteration 31Q: 3 clusters Score -1458255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1458255.000000 Penalty: 3158.447998
	Iteration 32Q: 3 clusters Score -1458255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1458255.000000 Penalty: 3158.447998
	Iteration 33F: 3 clusters Score -1458255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107620 members 
Entering Unmasked Estep 
Score: -10191646.000000 Penalty: 1882.783813
	Iteration 0F: 2 clusters Score -1.019165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -10119548.000000 Penalty: 3765.567627
	Iteration 0F: 3 clusters Score -1.011955e+07 nChanged 51732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -10149406.000000 Penalty: 3765.567627
	Iteration 1F: 3 clusters Score -1.014941e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -10149955.000000 Penalty: 3765.567627
	Iteration 2Q: 3 clusters Score -1.014996e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -10150752.000000 Penalty: 3765.567627
	Iteration 3Q: 3 clusters Score -1.015075e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -10151830.000000 Penalty: 3765.567627
	Iteration 4Q: 3 clusters Score -1.015183e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -10153612.000000 Penalty: 3765.567627
	Iteration 5Q: 3 clusters Score -1.015361e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -10156314.000000 Penalty: 3765.567627
	Iteration 6Q: 3 clusters Score -1.015631e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -10160261.000000 Penalty: 3765.567627
	Iteration 7F: 3 clusters Score -1.016026e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -10166022.000000 Penalty: 3765.567627
	Iteration 8F: 3 clusters Score -1.016602e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -10172691.000000 Penalty: 3765.567627
	Iteration 9F: 3 clusters Score -1.017269e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -10177352.000000 Penalty: 3765.567627
	Iteration 10F: 3 clusters Score -1.017735e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -10179325.000000 Penalty: 3765.567627
	Iteration 11Q: 3 clusters Score -1.017932e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -10180392.000000 Penalty: 3765.567627
	Iteration 12Q: 3 clusters Score -1.018039e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -10181225.000000 Penalty: 3765.567627
	Iteration 13Q: 3 clusters Score -1.018122e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -10181927.000000 Penalty: 3765.567627
	Iteration 14Q: 3 clusters Score -1.018193e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -10182432.000000 Penalty: 3765.567627
	Iteration 15Q: 3 clusters Score -1.018243e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -10182891.000000 Penalty: 3765.567627
	Iteration 16Q: 3 clusters Score -1.018289e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -10183321.000000 Penalty: 3765.567627
	Iteration 17Q: 3 clusters Score -1.018332e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -10183632.000000 Penalty: 3765.567627
	Iteration 18Q: 3 clusters Score -1.018363e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -10183898.000000 Penalty: 3765.567627
	Iteration 19Q: 3 clusters Score -1.01839e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -10184152.000000 Penalty: 3765.567627
	Iteration 20F: 3 clusters Score -1.018415e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -10184303.000000 Penalty: 3765.567627
	Iteration 21Q: 3 clusters Score -1.01843e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -10184522.000000 Penalty: 3765.567627
	Iteration 22Q: 3 clusters Score -1.018452e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -10184628.000000 Penalty: 3765.567627
	Iteration 23Q: 3 clusters Score -1.018463e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 77113 members 
Entering Unmasked Estep 
Score: -10184811.000000 Penalty: 3765.567627
	Iteration 24Q: 3 clusters Score -1.018481e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -10184975.000000 Penalty: 3765.567627
	Iteration 25Q: 3 clusters Score -1.018498e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -10185119.000000 Penalty: 3765.567627
	Iteration 26Q: 3 clusters Score -1.018512e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -10185271.000000 Penalty: 3765.567627
	Iteration 27Q: 3 clusters Score -1.018527e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -10185430.000000 Penalty: 3765.567627
	Iteration 28Q: 3 clusters Score -1.018543e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10185552.000000 Penalty: 3765.567627
	Iteration 29Q: 3 clusters Score -1.018555e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -10185668.000000 Penalty: 3765.567627
	Iteration 30Q: 3 clusters Score -1.018567e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -10185808.000000 Penalty: 3765.567627
	Iteration 31Q: 3 clusters Score -1.018581e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -10185908.000000 Penalty: 3765.567627
	Iteration 32Q: 3 clusters Score -1.018591e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -10186072.000000 Penalty: 3765.567627
	Iteration 33Q: 3 clusters Score -1.018607e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -10186215.000000 Penalty: 3765.567627
	Iteration 34Q: 3 clusters Score -1.018622e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 84901 members 
Entering Unmasked Estep 
Score: -10186358.000000 Penalty: 3765.567627
	Iteration 35Q: 3 clusters Score -1.018636e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -10186435.000000 Penalty: 3765.567627
	Iteration 36Q: 3 clusters Score -1.018644e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -10186555.000000 Penalty: 3765.567627
	Iteration 37Q: 3 clusters Score -1.018656e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -10186656.000000 Penalty: 3765.567627
	Iteration 38Q: 3 clusters Score -1.018666e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -10186763.000000 Penalty: 3765.567627
	Iteration 39Q: 3 clusters Score -1.018676e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -10186895.000000 Penalty: 3765.567627
	Iteration 40F: 3 clusters Score -1.01869e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -10186964.000000 Penalty: 3765.567627
	Iteration 41Q: 3 clusters Score -1.018696e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -10187096.000000 Penalty: 3765.567627
	Iteration 42Q: 3 clusters Score -1.01871e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -10187229.000000 Penalty: 3765.567627
	Iteration 43Q: 3 clusters Score -1.018723e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -10187398.000000 Penalty: 3765.567627
	Iteration 44Q: 3 clusters Score -1.01874e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 91131 members 
Entering Unmasked Estep 
Score: -10187541.000000 Penalty: 3765.567627
	Iteration 45Q: 3 clusters Score -1.018754e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -10187680.000000 Penalty: 3765.567627
	Iteration 46Q: 3 clusters Score -1.018768e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -10187816.000000 Penalty: 3765.567627
	Iteration 47Q: 3 clusters Score -1.018782e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -10187926.000000 Penalty: 3765.567627
	Iteration 48Q: 3 clusters Score -1.018793e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -10188004.000000 Penalty: 3765.567627
	Iteration 49Q: 3 clusters Score -1.0188e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 93947 members 
Entering Unmasked Estep 
Score: -10188081.000000 Penalty: 3765.567627
	Iteration 50Q: 3 clusters Score -1.018808e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 94421 members 
Entering Unmasked Estep 
Score: -10188211.000000 Penalty: 3765.567627
	Iteration 51Q: 3 clusters Score -1.018821e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -10188331.000000 Penalty: 3765.567627
	Iteration 52Q: 3 clusters Score -1.018833e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -10188479.000000 Penalty: 3765.567627
	Iteration 53Q: 3 clusters Score -1.018848e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -10188588.000000 Penalty: 3765.567627
	Iteration 54Q: 3 clusters Score -1.018859e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -10188733.000000 Penalty: 3765.567627
	Iteration 55Q: 3 clusters Score -1.018873e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -10188806.000000 Penalty: 3765.567627
	Iteration 56Q: 3 clusters Score -1.018881e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 97230 members 
Entering Unmasked Estep 
Score: -10188882.000000 Penalty: 3765.567627
	Iteration 57Q: 3 clusters Score -1.018888e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -10188955.000000 Penalty: 3765.567627
	Iteration 58Q: 3 clusters Score -1.018896e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -10189057.000000 Penalty: 3765.567627
	Iteration 59Q: 3 clusters Score -1.018906e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -10189122.000000 Penalty: 3765.567627
	Iteration 60F: 3 clusters Score -1.018912e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -10189200.000000 Penalty: 3765.567627
	Iteration 61Q: 3 clusters Score -1.01892e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -10189265.000000 Penalty: 3765.567627
	Iteration 62Q: 3 clusters Score -1.018926e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 99518 members 
Entering Unmasked Estep 
Score: -10189360.000000 Penalty: 3765.567627
	Iteration 63Q: 3 clusters Score -1.018936e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -10189445.000000 Penalty: 3765.567627
	Iteration 64Q: 3 clusters Score -1.018944e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -10189507.000000 Penalty: 3765.567627
	Iteration 65Q: 3 clusters Score -1.018951e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -10189623.000000 Penalty: 3765.567627
	Iteration 66Q: 3 clusters Score -1.018962e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -10189700.000000 Penalty: 3765.567627
	Iteration 67Q: 3 clusters Score -1.01897e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -10189769.000000 Penalty: 3765.567627
	Iteration 68Q: 3 clusters Score -1.018977e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -10189848.000000 Penalty: 3765.567627
	Iteration 69Q: 3 clusters Score -1.018985e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 101587 members 
Entering Unmasked Estep 
Score: -10189876.000000 Penalty: 3765.567627
	Iteration 70Q: 3 clusters Score -1.018988e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -10189912.000000 Penalty: 3765.567627
	Iteration 71Q: 3 clusters Score -1.018991e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -10189962.000000 Penalty: 3765.567627
	Iteration 72Q: 3 clusters Score -1.018996e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -10189989.000000 Penalty: 3765.567627
	Iteration 73Q: 3 clusters Score -1.018999e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 102403 members 
Entering Unmasked Estep 
Score: -10190052.000000 Penalty: 3765.567627
	Iteration 74Q: 3 clusters Score -1.019005e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 102581 members 
Entering Unmasked Estep 
Score: -10190087.000000 Penalty: 3765.567627
	Iteration 75Q: 3 clusters Score -1.019009e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -10190135.000000 Penalty: 3765.567627
	Iteration 76Q: 3 clusters Score -1.019014e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -10190163.000000 Penalty: 3765.567627
	Iteration 77Q: 3 clusters Score -1.019016e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -10190224.000000 Penalty: 3765.567627
	Iteration 78Q: 3 clusters Score -1.019022e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -10190263.000000 Penalty: 3765.567627
	Iteration 79Q: 3 clusters Score -1.019026e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -10190319.000000 Penalty: 3765.567627
	Iteration 80F: 3 clusters Score -1.019032e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -10190335.000000 Penalty: 3765.567627
	Iteration 81Q: 3 clusters Score -1.019034e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -10190352.000000 Penalty: 3765.567627
	Iteration 82Q: 3 clusters Score -1.019035e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -10190358.000000 Penalty: 3765.567627
	Iteration 83Q: 3 clusters Score -1.019036e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -10190349.000000 Penalty: 3765.567627
	Iteration 84Q: 3 clusters Score -1.019035e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -10190382.000000 Penalty: 3765.567627
	Iteration 85Q: 3 clusters Score -1.019038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -10190385.000000 Penalty: 3765.567627
	Iteration 86Q: 3 clusters Score -1.019038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -10190402.000000 Penalty: 3765.567627
	Iteration 87Q: 3 clusters Score -1.01904e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -10190403.000000 Penalty: 3765.567627
	Iteration 88Q: 3 clusters Score -1.01904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -10190406.000000 Penalty: 3765.567627
	Iteration 89Q: 3 clusters Score -1.019041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -10190413.000000 Penalty: 3765.567627
	Iteration 90Q: 3 clusters Score -1.019041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -10190395.000000 Penalty: 3765.567627
	Iteration 91Q: 3 clusters Score -1.01904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -10190411.000000 Penalty: 3765.567627
	Iteration 92Q: 3 clusters Score -1.019041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -10190409.000000 Penalty: 3765.567627
	Iteration 93Q: 3 clusters Score -1.019041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -10190415.000000 Penalty: 3765.567627
	Iteration 94Q: 3 clusters Score -1.019042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -10190428.000000 Penalty: 3765.567627
	Iteration 95Q: 3 clusters Score -1.019043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 104045 members 
Entering Unmasked Estep 
Score: -10190433.000000 Penalty: 3765.567627
	Iteration 96Q: 3 clusters Score -1.019043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 104058 members 
Entering Unmasked Estep 
Score: -10190437.000000 Penalty: 3765.567627
	Iteration 97Q: 3 clusters Score -1.019044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -10190452.000000 Penalty: 3765.567627
	Iteration 98Q: 3 clusters Score -1.019045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -10190453.000000 Penalty: 3765.567627
	Iteration 99Q: 3 clusters Score -1.019045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -10190445.000000 Penalty: 3765.567627
	Iteration 100F: 3 clusters Score -1.019044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 104140 members 
Entering Unmasked Estep 
Score: -10190451.000000 Penalty: 3765.567627
	Iteration 101Q: 3 clusters Score -1.019045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -10190456.000000 Penalty: 3765.567627
	Iteration 102Q: 3 clusters Score -1.019046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -10190469.000000 Penalty: 3765.567627
	Iteration 103Q: 3 clusters Score -1.019047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 104200 members 
Entering Unmasked Estep 
Score: -10190468.000000 Penalty: 3765.567627
	Iteration 104Q: 3 clusters Score -1.019047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -10190459.000000 Penalty: 3765.567627
	Iteration 105Q: 3 clusters Score -1.019046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -10190452.000000 Penalty: 3765.567627
	Iteration 106Q: 3 clusters Score -1.019045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 104256 members 
Entering Unmasked Estep 
Score: -10190445.000000 Penalty: 3765.567627
	Iteration 107Q: 3 clusters Score -1.019044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 104270 members 
Entering Unmasked Estep 
Score: -10190446.000000 Penalty: 3765.567627
	Iteration 108Q: 3 clusters Score -1.019045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -10190442.000000 Penalty: 3765.567627
	Iteration 109Q: 3 clusters Score -1.019044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -10190456.000000 Penalty: 3765.567627
	Iteration 110Q: 3 clusters Score -1.019046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -10190453.000000 Penalty: 3765.567627
	Iteration 111Q: 3 clusters Score -1.019045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
Score: -10190458.000000 Penalty: 3765.567627
	Iteration 112Q: 3 clusters Score -1.019046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -10190473.000000 Penalty: 3765.567627
	Iteration 113Q: 3 clusters Score -1.019047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 104365 members 
Entering Unmasked Estep 
Score: -10190478.000000 Penalty: 3765.567627
	Iteration 114Q: 3 clusters Score -1.019048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -10190477.000000 Penalty: 3765.567627
	Iteration 115Q: 3 clusters Score -1.019048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 104398 members 
Entering Unmasked Estep 
Score: -10190480.000000 Penalty: 3765.567627
	Iteration 116Q: 3 clusters Score -1.019048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -10190489.000000 Penalty: 3765.567627
	Iteration 117Q: 3 clusters Score -1.019049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -10190491.000000 Penalty: 3765.567627
	Iteration 118Q: 3 clusters Score -1.019049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 104466 members 
Entering Unmasked Estep 
Score: -10190494.000000 Penalty: 3765.567627
	Iteration 119Q: 3 clusters Score -1.019049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -10190498.000000 Penalty: 3765.567627
	Iteration 120F: 3 clusters Score -1.01905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -10190512.000000 Penalty: 3765.567627
	Iteration 121Q: 3 clusters Score -1.019051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -10190507.000000 Penalty: 3765.567627
	Iteration 122Q: 3 clusters Score -1.019051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -10190510.000000 Penalty: 3765.567627
	Iteration 123Q: 3 clusters Score -1.019051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 104576 members 
Entering Unmasked Estep 
Score: -10190519.000000 Penalty: 3765.567627
	Iteration 124Q: 3 clusters Score -1.019052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -10190517.000000 Penalty: 3765.567627
	Iteration 125Q: 3 clusters Score -1.019052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -10190514.000000 Penalty: 3765.567627
	Iteration 126Q: 3 clusters Score -1.019051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -10190519.000000 Penalty: 3765.567627
	Iteration 127Q: 3 clusters Score -1.019052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 104615 members 
Entering Unmasked Estep 
Score: -10190508.000000 Penalty: 3765.567627
	Iteration 128Q: 3 clusters Score -1.019051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -10190522.000000 Penalty: 3765.567627
	Iteration 129Q: 3 clusters Score -1.019052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -10190513.000000 Penalty: 3765.567627
	Iteration 130Q: 3 clusters Score -1.019051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -10190518.000000 Penalty: 3765.567627
	Iteration 131Q: 3 clusters Score -1.019052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 104671 members 
Entering Unmasked Estep 
Score: -10190530.000000 Penalty: 3765.567627
	Iteration 132Q: 3 clusters Score -1.019053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -10190520.000000 Penalty: 3765.567627
	Iteration 133Q: 3 clusters Score -1.019052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -10190520.000000 Penalty: 3765.567627
	Iteration 134Q: 3 clusters Score -1.019052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 104707 members 
Entering Unmasked Estep 
Score: -10190520.000000 Penalty: 3765.567627
	Iteration 135Q: 3 clusters Score -1.019052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -10190526.000000 Penalty: 3765.567627
	Iteration 136Q: 3 clusters Score -1.019053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -10190542.000000 Penalty: 3765.567627
	Iteration 137Q: 3 clusters Score -1.019054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -10190549.000000 Penalty: 3765.567627
	Iteration 138Q: 3 clusters Score -1.019055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -10190557.000000 Penalty: 3765.567627
	Iteration 139Q: 3 clusters Score -1.019056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 104736 members 
Entering Unmasked Estep 
Score: -10190556.000000 Penalty: 3765.567627
	Iteration 140F: 3 clusters Score -1.019056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 104740 members 
Entering Unmasked Estep 
Score: -10190551.000000 Penalty: 3765.567627
	Iteration 141Q: 3 clusters Score -1.019055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -10190549.000000 Penalty: 3765.567627
	Iteration 142Q: 3 clusters Score -1.019055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -10190554.000000 Penalty: 3765.567627
	Iteration 143Q: 3 clusters Score -1.019055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -10190559.000000 Penalty: 3765.567627
	Iteration 144Q: 3 clusters Score -1.019056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 104756 members 
Entering Unmasked Estep 
Score: -10190562.000000 Penalty: 3765.567627
	Iteration 145Q: 3 clusters Score -1.019056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -10190566.000000 Penalty: 3765.567627
	Iteration 146Q: 3 clusters Score -1.019057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -10190560.000000 Penalty: 3765.567627
	Iteration 147Q: 3 clusters Score -1.019056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -10190564.000000 Penalty: 3765.567627
	Iteration 148Q: 3 clusters Score -1.019056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -10190567.000000 Penalty: 3765.567627
	Iteration 149Q: 3 clusters Score -1.019057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -10190574.000000 Penalty: 3765.567627
	Iteration 150Q: 3 clusters Score -1.019057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 104815 members 
Entering Unmasked Estep 
Score: -10190566.000000 Penalty: 3765.567627
	Iteration 151Q: 3 clusters Score -1.019057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -10190562.000000 Penalty: 3765.567627
	Iteration 152Q: 3 clusters Score -1.019056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -10190571.000000 Penalty: 3765.567627
	Iteration 153Q: 3 clusters Score -1.019057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -10190581.000000 Penalty: 3765.567627
	Iteration 154Q: 3 clusters Score -1.019058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 104849 members 
Entering Unmasked Estep 
Score: -10190592.000000 Penalty: 3765.567627
	Iteration 155Q: 3 clusters Score -1.019059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 104856 members 
Entering Unmasked Estep 
Score: -10190583.000000 Penalty: 3765.567627
	Iteration 156Q: 3 clusters Score -1.019058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 104861 members 
Entering Unmasked Estep 
Score: -10190581.000000 Penalty: 3765.567627
	Iteration 157Q: 3 clusters Score -1.019058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -10190572.000000 Penalty: 3765.567627
	Iteration 158Q: 3 clusters Score -1.019057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -10190571.000000 Penalty: 3765.567627
	Iteration 159Q: 3 clusters Score -1.019057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 104880 members 
Entering Unmasked Estep 
Score: -10190567.000000 Penalty: 3765.567627
	Iteration 160F: 3 clusters Score -1.019057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -10190575.000000 Penalty: 3765.567627
	Iteration 161Q: 3 clusters Score -1.019058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -10190580.000000 Penalty: 3765.567627
	Iteration 162Q: 3 clusters Score -1.019058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 104899 members 
Entering Unmasked Estep 
Score: -10190582.000000 Penalty: 3765.567627
	Iteration 163Q: 3 clusters Score -1.019058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -10190588.000000 Penalty: 3765.567627
	Iteration 164Q: 3 clusters Score -1.019059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 104921 members 
Entering Unmasked Estep 
Score: -10190593.000000 Penalty: 3765.567627
	Iteration 165Q: 3 clusters Score -1.019059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -10190586.000000 Penalty: 3765.567627
	Iteration 166Q: 3 clusters Score -1.019059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 104941 members 
Entering Unmasked Estep 
Score: -10190591.000000 Penalty: 3765.567627
	Iteration 167Q: 3 clusters Score -1.019059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
Score: -10190591.000000 Penalty: 3765.567627
	Iteration 168Q: 3 clusters Score -1.019059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -10190595.000000 Penalty: 3765.567627
	Iteration 169Q: 3 clusters Score -1.01906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -10190597.000000 Penalty: 3765.567627
	Iteration 170Q: 3 clusters Score -1.01906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -10190596.000000 Penalty: 3765.567627
	Iteration 171Q: 3 clusters Score -1.01906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -10190594.000000 Penalty: 3765.567627
	Iteration 172Q: 3 clusters Score -1.019059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -10190599.000000 Penalty: 3765.567627
	Iteration 173Q: 3 clusters Score -1.01906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -10190599.000000 Penalty: 3765.567627
	Iteration 174F: 3 clusters Score -1.01906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -63862.667969 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -63862.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -62579.730469 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -62579.73 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62910.601562 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -62910.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63062.707031 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -63062.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63194.527344 Penalty: 2180.919922
	Iteration 3F: 3 clusters Score -63194.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63337.960938 Penalty: 2180.919922
	Iteration 4F: 3 clusters Score -63337.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63444.953125 Penalty: 2180.919922
	Iteration 5F: 3 clusters Score -63444.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63517.753906 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -63517.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63558.789062 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -63558.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63577.886719 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -63577.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63586.781250 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -63586.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63589.839844 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -63589.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63592.109375 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -63592.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63593.574219 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -63593.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63594.542969 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -63594.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63594.542969 Penalty: 2180.919922
	Iteration 14F: 3 clusters Score -63594.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Entering Unmasked Estep 
Score: -3291999.250000 Penalty: 1698.757080
	Iteration 0F: 2 clusters Score -3291999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3268755.750000 Penalty: 3397.514160
	Iteration 0F: 3 clusters Score -3268756 nChanged 16029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3277599.000000 Penalty: 3397.514160
	Iteration 1F: 3 clusters Score -3277599 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3277967.750000 Penalty: 3397.514160
	Iteration 2Q: 3 clusters Score -3277968 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3278358.750000 Penalty: 3397.514160
	Iteration 3Q: 3 clusters Score -3278359 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3278753.250000 Penalty: 3397.514160
	Iteration 4Q: 3 clusters Score -3278753 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3279233.250000 Penalty: 3397.514160
	Iteration 5Q: 3 clusters Score -3279233 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3279821.750000 Penalty: 3397.514160
	Iteration 6Q: 3 clusters Score -3279822 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3280775.500000 Penalty: 3397.514160
	Iteration 7F: 3 clusters Score -3280776 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3282100.750000 Penalty: 3397.514160
	Iteration 8F: 3 clusters Score -3282101 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3283974.500000 Penalty: 3397.514160
	Iteration 9F: 3 clusters Score -3283974 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3286204.000000 Penalty: 3397.514160
	Iteration 10F: 3 clusters Score -3286204 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -3288160.000000 Penalty: 3397.514160
	Iteration 11F: 3 clusters Score -3288160 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -3289316.000000 Penalty: 3397.514160
	Iteration 12Q: 3 clusters Score -3289316 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -3289874.750000 Penalty: 3397.514160
	Iteration 13Q: 3 clusters Score -3289875 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3290130.500000 Penalty: 3397.514160
	Iteration 14Q: 3 clusters Score -3290130 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -3290307.250000 Penalty: 3397.514160
	Iteration 15Q: 3 clusters Score -3290307 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -3290394.750000 Penalty: 3397.514160
	Iteration 16Q: 3 clusters Score -3290395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -3290450.250000 Penalty: 3397.514160
	Iteration 17Q: 3 clusters Score -3290450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -3290484.750000 Penalty: 3397.514160
	Iteration 18Q: 3 clusters Score -3290485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3290504.750000 Penalty: 3397.514160
	Iteration 19Q: 3 clusters Score -3290505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -3290515.500000 Penalty: 3397.514160
	Iteration 20F: 3 clusters Score -3290516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -3290525.500000 Penalty: 3397.514160
	Iteration 21Q: 3 clusters Score -3290526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -3290532.250000 Penalty: 3397.514160
	Iteration 22Q: 3 clusters Score -3290532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -3290530.250000 Penalty: 3397.514160
	Iteration 23Q: 3 clusters Score -3290530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -3290538.000000 Penalty: 3397.514160
	Iteration 24Q: 3 clusters Score -3290538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -3290547.000000 Penalty: 3397.514160
	Iteration 25Q: 3 clusters Score -3290547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -3290551.750000 Penalty: 3397.514160
	Iteration 26Q: 3 clusters Score -3290552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -3290553.000000 Penalty: 3397.514160
	Iteration 27Q: 3 clusters Score -3290553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -3290551.500000 Penalty: 3397.514160
	Iteration 28Q: 3 clusters Score -3290552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -3290555.250000 Penalty: 3397.514160
	Iteration 29Q: 3 clusters Score -3290555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -3290559.250000 Penalty: 3397.514160
	Iteration 30Q: 3 clusters Score -3290559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -3290562.000000 Penalty: 3397.514160
	Iteration 31Q: 3 clusters Score -3290562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -3290565.750000 Penalty: 3397.514160
	Iteration 32Q: 3 clusters Score -3290566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -3290571.250000 Penalty: 3397.514160
	Iteration 33Q: 3 clusters Score -3290571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -3290571.250000 Penalty: 3397.514160
	Iteration 34F: 3 clusters Score -3290571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -35877.238281 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -35877.24 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 236 members 
Entering Unmasked Estep 
Score: -34893.132812 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -34893.13 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35076.750000 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -35076.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35152.582031 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -35152.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35183.710938 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -35183.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35204.062500 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -35204.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35208.550781 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -35208.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35209.074219 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -35209.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35209.074219 Penalty: 2009.177612
	Iteration 7F: 3 clusters Score -35209.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Entering Unmasked Estep 
Score: -1225489.875000 Penalty: 1542.090698
	Iteration 0F: 2 clusters Score -1225490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1216265.250000 Penalty: 3084.181396
	Iteration 0F: 3 clusters Score -1216265 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1219365.625000 Penalty: 3084.181396
	Iteration 1F: 3 clusters Score -1219366 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1219654.625000 Penalty: 3084.181396
	Iteration 2F: 3 clusters Score -1219655 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1219940.000000 Penalty: 3084.181396
	Iteration 3Q: 3 clusters Score -1219940 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1220258.625000 Penalty: 3084.181396
	Iteration 4Q: 3 clusters Score -1220259 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1220600.750000 Penalty: 3084.181396
	Iteration 5Q: 3 clusters Score -1220601 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1221004.500000 Penalty: 3084.181396
	Iteration 6Q: 3 clusters Score -1221004 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1221458.250000 Penalty: 3084.181396
	Iteration 7F: 3 clusters Score -1221458 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1221890.625000 Penalty: 3084.181396
	Iteration 8Q: 3 clusters Score -1221891 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1222301.375000 Penalty: 3084.181396
	Iteration 9F: 3 clusters Score -1222301 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1222633.000000 Penalty: 3084.181396
	Iteration 10Q: 3 clusters Score -1222633 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1222859.875000 Penalty: 3084.181396
	Iteration 11Q: 3 clusters Score -1222860 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1222991.500000 Penalty: 3084.181396
	Iteration 12Q: 3 clusters Score -1222992 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1223060.125000 Penalty: 3084.181396
	Iteration 13Q: 3 clusters Score -1223060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1223112.125000 Penalty: 3084.181396
	Iteration 14Q: 3 clusters Score -1223112 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1223144.750000 Penalty: 3084.181396
	Iteration 15Q: 3 clusters Score -1223145 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1223182.125000 Penalty: 3084.181396
	Iteration 16Q: 3 clusters Score -1223182 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1223207.875000 Penalty: 3084.181396
	Iteration 17Q: 3 clusters Score -1223208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1223239.875000 Penalty: 3084.181396
	Iteration 18Q: 3 clusters Score -1223240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1223273.750000 Penalty: 3084.181396
	Iteration 19Q: 3 clusters Score -1223274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1223301.875000 Penalty: 3084.181396
	Iteration 20F: 3 clusters Score -1223302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1223317.250000 Penalty: 3084.181396
	Iteration 21Q: 3 clusters Score -1223317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1223341.375000 Penalty: 3084.181396
	Iteration 22Q: 3 clusters Score -1223341 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1223363.000000 Penalty: 3084.181396
	Iteration 23Q: 3 clusters Score -1223363 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1223383.250000 Penalty: 3084.181396
	Iteration 24Q: 3 clusters Score -1223383 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1223407.000000 Penalty: 3084.181396
	Iteration 25Q: 3 clusters Score -1223407 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1223433.750000 Penalty: 3084.181396
	Iteration 26Q: 3 clusters Score -1223434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1223466.625000 Penalty: 3084.181396
	Iteration 27Q: 3 clusters Score -1223467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1223497.125000 Penalty: 3084.181396
	Iteration 28Q: 3 clusters Score -1223497 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1223517.125000 Penalty: 3084.181396
	Iteration 29Q: 3 clusters Score -1223517 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1223536.250000 Penalty: 3084.181396
	Iteration 30Q: 3 clusters Score -1223536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1223557.250000 Penalty: 3084.181396
	Iteration 31Q: 3 clusters Score -1223557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1223574.750000 Penalty: 3084.181396
	Iteration 32Q: 3 clusters Score -1223575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1223591.250000 Penalty: 3084.181396
	Iteration 33Q: 3 clusters Score -1223591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1223605.250000 Penalty: 3084.181396
	Iteration 34Q: 3 clusters Score -1223605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1223615.750000 Penalty: 3084.181396
	Iteration 35Q: 3 clusters Score -1223616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1223627.375000 Penalty: 3084.181396
	Iteration 36Q: 3 clusters Score -1223627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1223633.500000 Penalty: 3084.181396
	Iteration 37Q: 3 clusters Score -1223634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1223643.125000 Penalty: 3084.181396
	Iteration 38Q: 3 clusters Score -1223643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1223653.125000 Penalty: 3084.181396
	Iteration 39Q: 3 clusters Score -1223653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1223665.625000 Penalty: 3084.181396
	Iteration 40F: 3 clusters Score -1223666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1223669.500000 Penalty: 3084.181396
	Iteration 41Q: 3 clusters Score -1223670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1223671.375000 Penalty: 3084.181396
	Iteration 42Q: 3 clusters Score -1223671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1223677.375000 Penalty: 3084.181396
	Iteration 43Q: 3 clusters Score -1223677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1223680.375000 Penalty: 3084.181396
	Iteration 44Q: 3 clusters Score -1223680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1223686.250000 Penalty: 3084.181396
	Iteration 45Q: 3 clusters Score -1223686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1223688.750000 Penalty: 3084.181396
	Iteration 46Q: 3 clusters Score -1223689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1223691.625000 Penalty: 3084.181396
	Iteration 47Q: 3 clusters Score -1223692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1223689.000000 Penalty: 3084.181396
	Iteration 48Q: 3 clusters Score -1223689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1223691.375000 Penalty: 3084.181396
	Iteration 49Q: 3 clusters Score -1223691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1223692.125000 Penalty: 3084.181396
	Iteration 50Q: 3 clusters Score -1223692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1223695.375000 Penalty: 3084.181396
	Iteration 51Q: 3 clusters Score -1223695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1223697.875000 Penalty: 3084.181396
	Iteration 52Q: 3 clusters Score -1223698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1223698.875000 Penalty: 3084.181396
	Iteration 53Q: 3 clusters Score -1223699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1223704.625000 Penalty: 3084.181396
	Iteration 54Q: 3 clusters Score -1223705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1223705.000000 Penalty: 3084.181396
	Iteration 55Q: 3 clusters Score -1223705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1223711.875000 Penalty: 3084.181396
	Iteration 56Q: 3 clusters Score -1223712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1223714.000000 Penalty: 3084.181396
	Iteration 57Q: 3 clusters Score -1223714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1223713.000000 Penalty: 3084.181396
	Iteration 58Q: 3 clusters Score -1223713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1223712.500000 Penalty: 3084.181396
	Iteration 59Q: 3 clusters Score -1223712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1223716.250000 Penalty: 3084.181396
	Iteration 60F: 3 clusters Score -1223716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1223724.000000 Penalty: 3084.181396
	Iteration 61Q: 3 clusters Score -1223724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1223726.875000 Penalty: 3084.181396
	Iteration 62Q: 3 clusters Score -1223727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1223728.125000 Penalty: 3084.181396
	Iteration 63Q: 3 clusters Score -1223728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1223733.375000 Penalty: 3084.181396
	Iteration 64Q: 3 clusters Score -1223733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1223734.875000 Penalty: 3084.181396
	Iteration 65Q: 3 clusters Score -1223735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1223740.625000 Penalty: 3084.181396
	Iteration 66Q: 3 clusters Score -1223741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1223741.125000 Penalty: 3084.181396
	Iteration 67Q: 3 clusters Score -1223741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1223744.125000 Penalty: 3084.181396
	Iteration 68Q: 3 clusters Score -1223744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1223746.750000 Penalty: 3084.181396
	Iteration 69Q: 3 clusters Score -1223747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1223751.625000 Penalty: 3084.181396
	Iteration 70Q: 3 clusters Score -1223752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1223753.125000 Penalty: 3084.181396
	Iteration 71Q: 3 clusters Score -1223753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1223752.500000 Penalty: 3084.181396
	Iteration 72Q: 3 clusters Score -1223752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1223753.250000 Penalty: 3084.181396
	Iteration 73Q: 3 clusters Score -1223753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1223754.875000 Penalty: 3084.181396
	Iteration 74Q: 3 clusters Score -1223755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1223756.625000 Penalty: 3084.181396
	Iteration 75Q: 3 clusters Score -1223757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1223758.500000 Penalty: 3084.181396
	Iteration 76Q: 3 clusters Score -1223758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1223757.750000 Penalty: 3084.181396
	Iteration 77Q: 3 clusters Score -1223758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1223758.750000 Penalty: 3084.181396
	Iteration 78Q: 3 clusters Score -1223759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1223758.750000 Penalty: 3084.181396
	Iteration 79F: 3 clusters Score -1223759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -199412.875000 Penalty: 1265.988159
	Iteration 0F: 2 clusters Score -199412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -197083.281250 Penalty: 2531.976318
	Iteration 0F: 3 clusters Score -197083.3 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -197610.968750 Penalty: 2531.976318
	Iteration 1F: 3 clusters Score -197611 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -197744.062500 Penalty: 2531.976318
	Iteration 2F: 3 clusters Score -197744.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -197820.609375 Penalty: 2531.976318
	Iteration 3Q: 3 clusters Score -197820.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -197874.625000 Penalty: 2531.976318
	Iteration 4Q: 3 clusters Score -197874.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -197931.312500 Penalty: 2531.976318
	Iteration 5Q: 3 clusters Score -197931.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -197974.140625 Penalty: 2531.976318
	Iteration 6Q: 3 clusters Score -197974.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -198007.000000 Penalty: 2531.976318
	Iteration 7Q: 3 clusters Score -198007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198026.109375 Penalty: 2531.976318
	Iteration 8Q: 3 clusters Score -198026.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -198046.109375 Penalty: 2531.976318
	Iteration 9Q: 3 clusters Score -198046.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -198069.546875 Penalty: 2531.976318
	Iteration 10Q: 3 clusters Score -198069.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -198091.906250 Penalty: 2531.976318
	Iteration 11Q: 3 clusters Score -198091.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -198111.718750 Penalty: 2531.976318
	Iteration 12Q: 3 clusters Score -198111.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -198130.109375 Penalty: 2531.976318
	Iteration 13Q: 3 clusters Score -198130.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198151.593750 Penalty: 2531.976318
	Iteration 14Q: 3 clusters Score -198151.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -198167.500000 Penalty: 2531.976318
	Iteration 15Q: 3 clusters Score -198167.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -198186.453125 Penalty: 2531.976318
	Iteration 16Q: 3 clusters Score -198186.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -198206.406250 Penalty: 2531.976318
	Iteration 17Q: 3 clusters Score -198206.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -198231.062500 Penalty: 2531.976318
	Iteration 18Q: 3 clusters Score -198231.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -198266.218750 Penalty: 2531.976318
	Iteration 19Q: 3 clusters Score -198266.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -198311.265625 Penalty: 2531.976318
	Iteration 20F: 3 clusters Score -198311.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -198360.500000 Penalty: 2531.976318
	Iteration 21Q: 3 clusters Score -198360.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -198409.609375 Penalty: 2531.976318
	Iteration 22Q: 3 clusters Score -198409.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198441.625000 Penalty: 2531.976318
	Iteration 23Q: 3 clusters Score -198441.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -198470.500000 Penalty: 2531.976318
	Iteration 24Q: 3 clusters Score -198470.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -198502.281250 Penalty: 2531.976318
	Iteration 25Q: 3 clusters Score -198502.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -198518.953125 Penalty: 2531.976318
	Iteration 26Q: 3 clusters Score -198519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -198529.390625 Penalty: 2531.976318
	Iteration 27Q: 3 clusters Score -198529.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -198537.250000 Penalty: 2531.976318
	Iteration 28Q: 3 clusters Score -198537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -198542.515625 Penalty: 2531.976318
	Iteration 29Q: 3 clusters Score -198542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -198543.843750 Penalty: 2531.976318
	Iteration 30Q: 3 clusters Score -198543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -198544.843750 Penalty: 2531.976318
	Iteration 31Q: 3 clusters Score -198544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -198547.281250 Penalty: 2531.976318
	Iteration 32Q: 3 clusters Score -198547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -198549.953125 Penalty: 2531.976318
	Iteration 33Q: 3 clusters Score -198550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -198553.171875 Penalty: 2531.976318
	Iteration 34Q: 3 clusters Score -198553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -198555.953125 Penalty: 2531.976318
	Iteration 35Q: 3 clusters Score -198556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -198559.890625 Penalty: 2531.976318
	Iteration 36Q: 3 clusters Score -198559.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198564.718750 Penalty: 2531.976318
	Iteration 37Q: 3 clusters Score -198564.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -198567.312500 Penalty: 2531.976318
	Iteration 38Q: 3 clusters Score -198567.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -198570.734375 Penalty: 2531.976318
	Iteration 39Q: 3 clusters Score -198570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -198574.828125 Penalty: 2531.976318
	Iteration 40F: 3 clusters Score -198574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -198577.468750 Penalty: 2531.976318
	Iteration 41Q: 3 clusters Score -198577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -198578.250000 Penalty: 2531.976318
	Iteration 42Q: 3 clusters Score -198578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -198578.296875 Penalty: 2531.976318
	Iteration 43Q: 3 clusters Score -198578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -198578.515625 Penalty: 2531.976318
	Iteration 44Q: 3 clusters Score -198578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -198578.515625 Penalty: 2531.976318
	Iteration 45F: 3 clusters Score -198578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -19239.080078 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -19239.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18358.837891 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -18358.84 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18712.361328 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -18712.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18873.640625 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -18873.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18963.728516 Penalty: 1956.042847
	Iteration 3F: 3 clusters Score -18963.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18986.228516 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -18986.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18995.154297 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -18995.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18999.734375 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -18999.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19007.236328 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -19007.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19011.771484 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -19011.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19012.537109 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -19012.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19012.537109 Penalty: 1956.042847
	Iteration 10F: 3 clusters Score -19012.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Entering Unmasked Estep 
Score: -1322358.125000 Penalty: 1550.752441
	Iteration 0F: 2 clusters Score -1322358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1312654.125000 Penalty: 3101.504883
	Iteration 0F: 3 clusters Score -1312654 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1316066.125000 Penalty: 3101.504883
	Iteration 1F: 3 clusters Score -1316066 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1316453.500000 Penalty: 3101.504883
	Iteration 2F: 3 clusters Score -1316454 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1316866.875000 Penalty: 3101.504883
	Iteration 3F: 3 clusters Score -1316867 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1317288.125000 Penalty: 3101.504883
	Iteration 4F: 3 clusters Score -1317288 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1317743.750000 Penalty: 3101.504883
	Iteration 5F: 3 clusters Score -1317744 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1318246.125000 Penalty: 3101.504883
	Iteration 6F: 3 clusters Score -1318246 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1318786.125000 Penalty: 3101.504883
	Iteration 7F: 3 clusters Score -1318786 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1319317.125000 Penalty: 3101.504883
	Iteration 8F: 3 clusters Score -1319317 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1319781.750000 Penalty: 3101.504883
	Iteration 9F: 3 clusters Score -1319782 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1320042.625000 Penalty: 3101.504883
	Iteration 10Q: 3 clusters Score -1320043 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1320187.125000 Penalty: 3101.504883
	Iteration 11Q: 3 clusters Score -1320187 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1320256.250000 Penalty: 3101.504883
	Iteration 12Q: 3 clusters Score -1320256 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1320298.500000 Penalty: 3101.504883
	Iteration 13Q: 3 clusters Score -1320298 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1320334.500000 Penalty: 3101.504883
	Iteration 14Q: 3 clusters Score -1320334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1320364.750000 Penalty: 3101.504883
	Iteration 15Q: 3 clusters Score -1320365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1320389.125000 Penalty: 3101.504883
	Iteration 16Q: 3 clusters Score -1320389 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1320407.000000 Penalty: 3101.504883
	Iteration 17Q: 3 clusters Score -1320407 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1320413.250000 Penalty: 3101.504883
	Iteration 18Q: 3 clusters Score -1320413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1320424.750000 Penalty: 3101.504883
	Iteration 19Q: 3 clusters Score -1320425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1320434.375000 Penalty: 3101.504883
	Iteration 20F: 3 clusters Score -1320434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1320440.875000 Penalty: 3101.504883
	Iteration 21Q: 3 clusters Score -1320441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1320442.500000 Penalty: 3101.504883
	Iteration 22Q: 3 clusters Score -1320442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1320449.500000 Penalty: 3101.504883
	Iteration 23Q: 3 clusters Score -1320450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1320456.000000 Penalty: 3101.504883
	Iteration 24Q: 3 clusters Score -1320456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1320454.750000 Penalty: 3101.504883
	Iteration 25Q: 3 clusters Score -1320455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1320456.625000 Penalty: 3101.504883
	Iteration 26Q: 3 clusters Score -1320457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1320456.750000 Penalty: 3101.504883
	Iteration 27Q: 3 clusters Score -1320457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1320459.375000 Penalty: 3101.504883
	Iteration 28Q: 3 clusters Score -1320459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1320456.375000 Penalty: 3101.504883
	Iteration 29Q: 3 clusters Score -1320456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1320459.125000 Penalty: 3101.504883
	Iteration 30Q: 3 clusters Score -1320459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1320460.750000 Penalty: 3101.504883
	Iteration 31Q: 3 clusters Score -1320461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1320464.125000 Penalty: 3101.504883
	Iteration 32Q: 3 clusters Score -1320464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1320460.500000 Penalty: 3101.504883
	Iteration 33Q: 3 clusters Score -1320460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1320462.250000 Penalty: 3101.504883
	Iteration 34Q: 3 clusters Score -1320462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1320463.500000 Penalty: 3101.504883
	Iteration 35Q: 3 clusters Score -1320464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1320466.375000 Penalty: 3101.504883
	Iteration 36Q: 3 clusters Score -1320466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1320466.500000 Penalty: 3101.504883
	Iteration 37Q: 3 clusters Score -1320466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1320469.000000 Penalty: 3101.504883
	Iteration 38Q: 3 clusters Score -1320469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1320467.375000 Penalty: 3101.504883
	Iteration 39Q: 3 clusters Score -1320467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1320467.750000 Penalty: 3101.504883
	Iteration 40F: 3 clusters Score -1320468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1320470.375000 Penalty: 3101.504883
	Iteration 41Q: 3 clusters Score -1320470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1320469.625000 Penalty: 3101.504883
	Iteration 42Q: 3 clusters Score -1320470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1320470.000000 Penalty: 3101.504883
	Iteration 43Q: 3 clusters Score -1320470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1320470.750000 Penalty: 3101.504883
	Iteration 44Q: 3 clusters Score -1320471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1320471.375000 Penalty: 3101.504883
	Iteration 45Q: 3 clusters Score -1320471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1320477.125000 Penalty: 3101.504883
	Iteration 46Q: 3 clusters Score -1320477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1320474.750000 Penalty: 3101.504883
	Iteration 47Q: 3 clusters Score -1320475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1320472.125000 Penalty: 3101.504883
	Iteration 48Q: 3 clusters Score -1320472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1320476.375000 Penalty: 3101.504883
	Iteration 49Q: 3 clusters Score -1320476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1320477.250000 Penalty: 3101.504883
	Iteration 50Q: 3 clusters Score -1320477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1320478.375000 Penalty: 3101.504883
	Iteration 51Q: 3 clusters Score -1320478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1320477.875000 Penalty: 3101.504883
	Iteration 52Q: 3 clusters Score -1320478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1320478.750000 Penalty: 3101.504883
	Iteration 53Q: 3 clusters Score -1320479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1320479.250000 Penalty: 3101.504883
	Iteration 54Q: 3 clusters Score -1320479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1320481.500000 Penalty: 3101.504883
	Iteration 55Q: 3 clusters Score -1320482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1320480.750000 Penalty: 3101.504883
	Iteration 56Q: 3 clusters Score -1320481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1320487.125000 Penalty: 3101.504883
	Iteration 57Q: 3 clusters Score -1320487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1320486.375000 Penalty: 3101.504883
	Iteration 58Q: 3 clusters Score -1320486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1320484.375000 Penalty: 3101.504883
	Iteration 59Q: 3 clusters Score -1320484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1320487.000000 Penalty: 3101.504883
	Iteration 60F: 3 clusters Score -1320487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1320484.875000 Penalty: 3101.504883
	Iteration 61Q: 3 clusters Score -1320485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1320484.250000 Penalty: 3101.504883
	Iteration 62Q: 3 clusters Score -1320484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1320483.375000 Penalty: 3101.504883
	Iteration 63Q: 3 clusters Score -1320483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1320484.625000 Penalty: 3101.504883
	Iteration 64Q: 3 clusters Score -1320485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1320487.250000 Penalty: 3101.504883
	Iteration 65Q: 3 clusters Score -1320487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1320487.250000 Penalty: 3101.504883
	Iteration 66F: 3 clusters Score -1320487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Entering Unmasked Estep 
Score: -3356573.750000 Penalty: 1701.930908
	Iteration 0F: 2 clusters Score -3356574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3332914.750000 Penalty: 3403.861816
	Iteration 0F: 3 clusters Score -3332915 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3342073.250000 Penalty: 3403.861816
	Iteration 1F: 3 clusters Score -3342073 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3342454.250000 Penalty: 3403.861816
	Iteration 2Q: 3 clusters Score -3342454 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3342822.500000 Penalty: 3403.861816
	Iteration 3Q: 3 clusters Score -3342822 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3343409.750000 Penalty: 3403.861816
	Iteration 4Q: 3 clusters Score -3343410 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3344248.750000 Penalty: 3403.861816
	Iteration 5Q: 3 clusters Score -3344249 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3345400.250000 Penalty: 3403.861816
	Iteration 6Q: 3 clusters Score -3345400 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3346825.250000 Penalty: 3403.861816
	Iteration 7F: 3 clusters Score -3346825 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3348526.250000 Penalty: 3403.861816
	Iteration 8F: 3 clusters Score -3348526 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3350158.000000 Penalty: 3403.861816
	Iteration 9F: 3 clusters Score -3350158 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3351173.500000 Penalty: 3403.861816
	Iteration 10F: 3 clusters Score -3351174 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3351628.750000 Penalty: 3403.861816
	Iteration 11Q: 3 clusters Score -3351629 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3351901.500000 Penalty: 3403.861816
	Iteration 12Q: 3 clusters Score -3351902 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3352123.250000 Penalty: 3403.861816
	Iteration 13Q: 3 clusters Score -3352123 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3352382.000000 Penalty: 3403.861816
	Iteration 14Q: 3 clusters Score -3352382 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3352623.250000 Penalty: 3403.861816
	Iteration 15Q: 3 clusters Score -3352623 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3352824.000000 Penalty: 3403.861816
	Iteration 16Q: 3 clusters Score -3352824 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3352995.500000 Penalty: 3403.861816
	Iteration 17Q: 3 clusters Score -3352996 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3353141.250000 Penalty: 3403.861816
	Iteration 18Q: 3 clusters Score -3353141 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3353250.000000 Penalty: 3403.861816
	Iteration 19Q: 3 clusters Score -3353250 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3353359.750000 Penalty: 3403.861816
	Iteration 20F: 3 clusters Score -3353360 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3353472.250000 Penalty: 3403.861816
	Iteration 21Q: 3 clusters Score -3353472 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3353568.750000 Penalty: 3403.861816
	Iteration 22Q: 3 clusters Score -3353569 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3353644.000000 Penalty: 3403.861816
	Iteration 23Q: 3 clusters Score -3353644 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3353725.750000 Penalty: 3403.861816
	Iteration 24Q: 3 clusters Score -3353726 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3353785.750000 Penalty: 3403.861816
	Iteration 25Q: 3 clusters Score -3353786 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3353867.500000 Penalty: 3403.861816
	Iteration 26Q: 3 clusters Score -3353868 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3353937.250000 Penalty: 3403.861816
	Iteration 27Q: 3 clusters Score -3353937 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3354009.500000 Penalty: 3403.861816
	Iteration 28Q: 3 clusters Score -3354010 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3354074.250000 Penalty: 3403.861816
	Iteration 29Q: 3 clusters Score -3354074 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3354120.750000 Penalty: 3403.861816
	Iteration 30Q: 3 clusters Score -3354121 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3354180.750000 Penalty: 3403.861816
	Iteration 31Q: 3 clusters Score -3354181 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3354234.750000 Penalty: 3403.861816
	Iteration 32Q: 3 clusters Score -3354235 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3354280.500000 Penalty: 3403.861816
	Iteration 33Q: 3 clusters Score -3354280 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3354311.500000 Penalty: 3403.861816
	Iteration 34Q: 3 clusters Score -3354312 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3354347.000000 Penalty: 3403.861816
	Iteration 35Q: 3 clusters Score -3354347 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3354383.500000 Penalty: 3403.861816
	Iteration 36Q: 3 clusters Score -3354384 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3354430.500000 Penalty: 3403.861816
	Iteration 37Q: 3 clusters Score -3354430 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3354488.750000 Penalty: 3403.861816
	Iteration 38Q: 3 clusters Score -3354489 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3354525.750000 Penalty: 3403.861816
	Iteration 39Q: 3 clusters Score -3354526 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3354575.750000 Penalty: 3403.861816
	Iteration 40F: 3 clusters Score -3354576 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3354622.000000 Penalty: 3403.861816
	Iteration 41Q: 3 clusters Score -3354622 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3354655.000000 Penalty: 3403.861816
	Iteration 42Q: 3 clusters Score -3354655 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3354683.250000 Penalty: 3403.861816
	Iteration 43Q: 3 clusters Score -3354683 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3354719.250000 Penalty: 3403.861816
	Iteration 44Q: 3 clusters Score -3354719 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3354772.250000 Penalty: 3403.861816
	Iteration 45Q: 3 clusters Score -3354772 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3354814.000000 Penalty: 3403.861816
	Iteration 46Q: 3 clusters Score -3354814 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3354863.500000 Penalty: 3403.861816
	Iteration 47Q: 3 clusters Score -3354864 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3354902.000000 Penalty: 3403.861816
	Iteration 48Q: 3 clusters Score -3354902 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3354920.750000 Penalty: 3403.861816
	Iteration 49Q: 3 clusters Score -3354921 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3354951.250000 Penalty: 3403.861816
	Iteration 50Q: 3 clusters Score -3354951 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3354984.250000 Penalty: 3403.861816
	Iteration 51Q: 3 clusters Score -3354984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3355000.500000 Penalty: 3403.861816
	Iteration 52Q: 3 clusters Score -3355000 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3355011.250000 Penalty: 3403.861816
	Iteration 53Q: 3 clusters Score -3355011 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -3355034.750000 Penalty: 3403.861816
	Iteration 54Q: 3 clusters Score -3355035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3355048.250000 Penalty: 3403.861816
	Iteration 55Q: 3 clusters Score -3355048 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -3355070.500000 Penalty: 3403.861816
	Iteration 56Q: 3 clusters Score -3355070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3355091.000000 Penalty: 3403.861816
	Iteration 57Q: 3 clusters Score -3355091 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -3355120.750000 Penalty: 3403.861816
	Iteration 58Q: 3 clusters Score -3355121 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -3355139.750000 Penalty: 3403.861816
	Iteration 59Q: 3 clusters Score -3355140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3355143.500000 Penalty: 3403.861816
	Iteration 60F: 3 clusters Score -3355144 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -3355163.750000 Penalty: 3403.861816
	Iteration 61Q: 3 clusters Score -3355164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -3355198.000000 Penalty: 3403.861816
	Iteration 62Q: 3 clusters Score -3355198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3355222.750000 Penalty: 3403.861816
	Iteration 63Q: 3 clusters Score -3355223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -3355237.750000 Penalty: 3403.861816
	Iteration 64Q: 3 clusters Score -3355238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -3355264.500000 Penalty: 3403.861816
	Iteration 65Q: 3 clusters Score -3355264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3355287.000000 Penalty: 3403.861816
	Iteration 66Q: 3 clusters Score -3355287 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3355311.250000 Penalty: 3403.861816
	Iteration 67Q: 3 clusters Score -3355311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3355334.250000 Penalty: 3403.861816
	Iteration 68Q: 3 clusters Score -3355334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3355355.500000 Penalty: 3403.861816
	Iteration 69Q: 3 clusters Score -3355356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3355371.750000 Penalty: 3403.861816
	Iteration 70Q: 3 clusters Score -3355372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -3355398.250000 Penalty: 3403.861816
	Iteration 71Q: 3 clusters Score -3355398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3355399.250000 Penalty: 3403.861816
	Iteration 72Q: 3 clusters Score -3355399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -3355413.250000 Penalty: 3403.861816
	Iteration 73Q: 3 clusters Score -3355413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -3355420.250000 Penalty: 3403.861816
	Iteration 74Q: 3 clusters Score -3355420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3355424.000000 Penalty: 3403.861816
	Iteration 75Q: 3 clusters Score -3355424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -3355431.750000 Penalty: 3403.861816
	Iteration 76Q: 3 clusters Score -3355432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -3355438.750000 Penalty: 3403.861816
	Iteration 77Q: 3 clusters Score -3355439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -3355448.500000 Penalty: 3403.861816
	Iteration 78Q: 3 clusters Score -3355448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -3355455.250000 Penalty: 3403.861816
	Iteration 79Q: 3 clusters Score -3355455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -3355463.250000 Penalty: 3403.861816
	Iteration 80F: 3 clusters Score -3355463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3355474.000000 Penalty: 3403.861816
	Iteration 81Q: 3 clusters Score -3355474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -3355476.250000 Penalty: 3403.861816
	Iteration 82Q: 3 clusters Score -3355476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3355482.250000 Penalty: 3403.861816
	Iteration 83Q: 3 clusters Score -3355482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -3355488.250000 Penalty: 3403.861816
	Iteration 84Q: 3 clusters Score -3355488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -3355492.500000 Penalty: 3403.861816
	Iteration 85Q: 3 clusters Score -3355492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -3355500.000000 Penalty: 3403.861816
	Iteration 86Q: 3 clusters Score -3355500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -3355503.500000 Penalty: 3403.861816
	Iteration 87Q: 3 clusters Score -3355504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -3355503.500000 Penalty: 3403.861816
	Iteration 88Q: 3 clusters Score -3355504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -3355509.000000 Penalty: 3403.861816
	Iteration 89Q: 3 clusters Score -3355509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -3355513.750000 Penalty: 3403.861816
	Iteration 90Q: 3 clusters Score -3355514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -3355511.750000 Penalty: 3403.861816
	Iteration 91Q: 3 clusters Score -3355512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -3355513.000000 Penalty: 3403.861816
	Iteration 92Q: 3 clusters Score -3355513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -3355521.000000 Penalty: 3403.861816
	Iteration 93Q: 3 clusters Score -3355521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -3355515.750000 Penalty: 3403.861816
	Iteration 94Q: 3 clusters Score -3355516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -3355525.000000 Penalty: 3403.861816
	Iteration 95Q: 3 clusters Score -3355525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -3355524.000000 Penalty: 3403.861816
	Iteration 96Q: 3 clusters Score -3355524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3355526.250000 Penalty: 3403.861816
	Iteration 97Q: 3 clusters Score -3355526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -3355532.500000 Penalty: 3403.861816
	Iteration 98Q: 3 clusters Score -3355532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -3355533.750000 Penalty: 3403.861816
	Iteration 99Q: 3 clusters Score -3355534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -3355533.750000 Penalty: 3403.861816
	Iteration 100F: 3 clusters Score -3355534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -3355532.250000 Penalty: 3403.861816
	Iteration 101Q: 3 clusters Score -3355532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3355533.000000 Penalty: 3403.861816
	Iteration 102Q: 3 clusters Score -3355533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -3355529.000000 Penalty: 3403.861816
	Iteration 103Q: 3 clusters Score -3355529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -3355534.500000 Penalty: 3403.861816
	Iteration 104Q: 3 clusters Score -3355534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3355536.500000 Penalty: 3403.861816
	Iteration 105Q: 3 clusters Score -3355536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3355535.500000 Penalty: 3403.861816
	Iteration 106Q: 3 clusters Score -3355536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -3355535.750000 Penalty: 3403.861816
	Iteration 107Q: 3 clusters Score -3355536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3355541.500000 Penalty: 3403.861816
	Iteration 108Q: 3 clusters Score -3355542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -3355544.750000 Penalty: 3403.861816
	Iteration 109Q: 3 clusters Score -3355545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -3355541.000000 Penalty: 3403.861816
	Iteration 110Q: 3 clusters Score -3355541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -3355544.750000 Penalty: 3403.861816
	Iteration 111Q: 3 clusters Score -3355545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -3355541.750000 Penalty: 3403.861816
	Iteration 112Q: 3 clusters Score -3355542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -3355542.500000 Penalty: 3403.861816
	Iteration 113Q: 3 clusters Score -3355542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -3355545.000000 Penalty: 3403.861816
	Iteration 114Q: 3 clusters Score -3355545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -3355544.500000 Penalty: 3403.861816
	Iteration 115Q: 3 clusters Score -3355544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -3355544.000000 Penalty: 3403.861816
	Iteration 116Q: 3 clusters Score -3355544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -3355545.000000 Penalty: 3403.861816
	Iteration 117Q: 3 clusters Score -3355545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -3355545.000000 Penalty: 3403.861816
	Iteration 118F: 3 clusters Score -3355545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -95145.515625 Penalty: 1145.785767
	Iteration 0F: 2 clusters Score -95145.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -93667.804688 Penalty: 2291.571533
	Iteration 0F: 3 clusters Score -93667.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -94267.296875 Penalty: 2291.571533
	Iteration 1F: 3 clusters Score -94267.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -94799.484375 Penalty: 2291.571533
	Iteration 2F: 3 clusters Score -94799.48 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -95182.265625 Penalty: 2291.571533
	Iteration 3F: 3 clusters Score -95182.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95352.125000 Penalty: 2291.571533
	Iteration 4F: 3 clusters Score -95352.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -95421.914062 Penalty: 2291.571533
	Iteration 5Q: 3 clusters Score -95421.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95449.109375 Penalty: 2291.571533
	Iteration 6Q: 3 clusters Score -95449.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95461.632812 Penalty: 2291.571533
	Iteration 7Q: 3 clusters Score -95461.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95474.140625 Penalty: 2291.571533
	Iteration 8Q: 3 clusters Score -95474.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95484.187500 Penalty: 2291.571533
	Iteration 9Q: 3 clusters Score -95484.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95488.515625 Penalty: 2291.571533
	Iteration 10Q: 3 clusters Score -95488.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95492.609375 Penalty: 2291.571533
	Iteration 11Q: 3 clusters Score -95492.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95497.367188 Penalty: 2291.571533
	Iteration 12Q: 3 clusters Score -95497.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95503.039062 Penalty: 2291.571533
	Iteration 13Q: 3 clusters Score -95503.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95506.828125 Penalty: 2291.571533
	Iteration 14Q: 3 clusters Score -95506.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95508.882812 Penalty: 2291.571533
	Iteration 15Q: 3 clusters Score -95508.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95508.882812 Penalty: 2291.571533
	Iteration 16F: 3 clusters Score -95508.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57273 members 
Mstep: Class 3 contains 9017 members 
Mstep: Class 4 contains 310558 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 39979 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 8 contains 16619 members 
Mstep: Class 9 contains 107620 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34679 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13948 members 
Mstep: Class 17 contains 35363 members 
Mstep: Class 18 contains 686 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 59843 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 22 contains 468 members 
Mstep: Class 23 contains 1428 members 
Entering Unmasked Estep 
Score: -66464660.000000 Penalty: 50438.820312
Splitting cluster 18 changes total score from -66464992.000000 to -66464660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Entering Unmasked Estep 
Score: -1242858.625000 Penalty: 1545.447266
	Iteration 0F: 2 clusters Score -1242859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1233398.250000 Penalty: 3090.894531
	Iteration 0F: 3 clusters Score -1233398 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1236562.875000 Penalty: 3090.894531
	Iteration 1F: 3 clusters Score -1236563 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1236806.250000 Penalty: 3090.894531
	Iteration 2F: 3 clusters Score -1236806 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1237011.250000 Penalty: 3090.894531
	Iteration 3Q: 3 clusters Score -1237011 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1237187.250000 Penalty: 3090.894531
	Iteration 4Q: 3 clusters Score -1237187 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1237374.375000 Penalty: 3090.894531
	Iteration 5Q: 3 clusters Score -1237374 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1237645.000000 Penalty: 3090.894531
	Iteration 6Q: 3 clusters Score -1237645 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1238012.125000 Penalty: 3090.894531
	Iteration 7Q: 3 clusters Score -1238012 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1238519.000000 Penalty: 3090.894531
	Iteration 8F: 3 clusters Score -1238519 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1239119.625000 Penalty: 3090.894531
	Iteration 9F: 3 clusters Score -1239120 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1239729.250000 Penalty: 3090.894531
	Iteration 10F: 3 clusters Score -1239729 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1240282.000000 Penalty: 3090.894531
	Iteration 11Q: 3 clusters Score -1240282 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1240710.125000 Penalty: 3090.894531
	Iteration 12Q: 3 clusters Score -1240710 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1240995.625000 Penalty: 3090.894531
	Iteration 13Q: 3 clusters Score -1240996 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1241199.250000 Penalty: 3090.894531
	Iteration 14Q: 3 clusters Score -1241199 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1241340.375000 Penalty: 3090.894531
	Iteration 15Q: 3 clusters Score -1241340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1241422.875000 Penalty: 3090.894531
	Iteration 16Q: 3 clusters Score -1241423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1241464.750000 Penalty: 3090.894531
	Iteration 17Q: 3 clusters Score -1241465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1241488.625000 Penalty: 3090.894531
	Iteration 18Q: 3 clusters Score -1241489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1241511.750000 Penalty: 3090.894531
	Iteration 19Q: 3 clusters Score -1241512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1241524.625000 Penalty: 3090.894531
	Iteration 20F: 3 clusters Score -1241525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1241533.125000 Penalty: 3090.894531
	Iteration 21Q: 3 clusters Score -1241533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1241541.625000 Penalty: 3090.894531
	Iteration 22Q: 3 clusters Score -1241542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1241542.375000 Penalty: 3090.894531
	Iteration 23Q: 3 clusters Score -1241542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1241549.125000 Penalty: 3090.894531
	Iteration 24Q: 3 clusters Score -1241549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1241555.125000 Penalty: 3090.894531
	Iteration 25Q: 3 clusters Score -1241555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1241559.125000 Penalty: 3090.894531
	Iteration 26Q: 3 clusters Score -1241559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1241564.375000 Penalty: 3090.894531
	Iteration 27Q: 3 clusters Score -1241564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1241566.875000 Penalty: 3090.894531
	Iteration 28Q: 3 clusters Score -1241567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1241569.125000 Penalty: 3090.894531
	Iteration 29Q: 3 clusters Score -1241569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1241569.250000 Penalty: 3090.894531
	Iteration 30Q: 3 clusters Score -1241569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1241569.625000 Penalty: 3090.894531
	Iteration 31Q: 3 clusters Score -1241570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1241570.250000 Penalty: 3090.894531
	Iteration 32Q: 3 clusters Score -1241570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1241569.125000 Penalty: 3090.894531
	Iteration 33Q: 3 clusters Score -1241569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1241568.250000 Penalty: 3090.894531
	Iteration 34Q: 3 clusters Score -1241568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1241568.250000 Penalty: 3090.894531
	Iteration 35F: 3 clusters Score -1241568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Entering Unmasked Estep 
Score: -5680803.500000 Penalty: 1787.415405
	Iteration 0F: 2 clusters Score -5680804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -5640857.500000 Penalty: 3574.830811
	Iteration 0F: 3 clusters Score -5640858 nChanged 28238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -5656681.500000 Penalty: 3574.830811
	Iteration 1F: 3 clusters Score -5656682 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -5657279.000000 Penalty: 3574.830811
	Iteration 2Q: 3 clusters Score -5657279 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -5657913.500000 Penalty: 3574.830811
	Iteration 3Q: 3 clusters Score -5657914 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -5658667.000000 Penalty: 3574.830811
	Iteration 4Q: 3 clusters Score -5658667 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5659825.000000 Penalty: 3574.830811
	Iteration 5Q: 3 clusters Score -5659825 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5661751.000000 Penalty: 3574.830811
	Iteration 6F: 3 clusters Score -5661751 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5664543.000000 Penalty: 3574.830811
	Iteration 7F: 3 clusters Score -5664543 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -5668204.500000 Penalty: 3574.830811
	Iteration 8F: 3 clusters Score -5668204 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -5671763.000000 Penalty: 3574.830811
	Iteration 9F: 3 clusters Score -5671763 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -5674455.500000 Penalty: 3574.830811
	Iteration 10Q: 3 clusters Score -5674456 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -5675990.000000 Penalty: 3574.830811
	Iteration 11Q: 3 clusters Score -5675990 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -5676828.500000 Penalty: 3574.830811
	Iteration 12Q: 3 clusters Score -5676828 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -5677393.500000 Penalty: 3574.830811
	Iteration 13Q: 3 clusters Score -5677394 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -5677751.500000 Penalty: 3574.830811
	Iteration 14Q: 3 clusters Score -5677752 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -5677985.000000 Penalty: 3574.830811
	Iteration 15Q: 3 clusters Score -5677985 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -5678182.000000 Penalty: 3574.830811
	Iteration 16Q: 3 clusters Score -5678182 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -5678341.000000 Penalty: 3574.830811
	Iteration 17Q: 3 clusters Score -5678341 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -5678447.000000 Penalty: 3574.830811
	Iteration 18Q: 3 clusters Score -5678447 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -5678558.000000 Penalty: 3574.830811
	Iteration 19Q: 3 clusters Score -5678558 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -5678627.500000 Penalty: 3574.830811
	Iteration 20F: 3 clusters Score -5678628 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -5678717.500000 Penalty: 3574.830811
	Iteration 21Q: 3 clusters Score -5678718 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -5678794.000000 Penalty: 3574.830811
	Iteration 22Q: 3 clusters Score -5678794 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -5678854.500000 Penalty: 3574.830811
	Iteration 23Q: 3 clusters Score -5678854 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -5678906.500000 Penalty: 3574.830811
	Iteration 24Q: 3 clusters Score -5678906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -5678970.000000 Penalty: 3574.830811
	Iteration 25Q: 3 clusters Score -5678970 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -5679007.500000 Penalty: 3574.830811
	Iteration 26Q: 3 clusters Score -5679008 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -5679045.000000 Penalty: 3574.830811
	Iteration 27Q: 3 clusters Score -5679045 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -5679087.000000 Penalty: 3574.830811
	Iteration 28Q: 3 clusters Score -5679087 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -5679127.000000 Penalty: 3574.830811
	Iteration 29Q: 3 clusters Score -5679127 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -5679139.000000 Penalty: 3574.830811
	Iteration 30Q: 3 clusters Score -5679139 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -5679164.000000 Penalty: 3574.830811
	Iteration 31Q: 3 clusters Score -5679164 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -5679185.500000 Penalty: 3574.830811
	Iteration 32Q: 3 clusters Score -5679186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -5679198.500000 Penalty: 3574.830811
	Iteration 33Q: 3 clusters Score -5679198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -5679214.000000 Penalty: 3574.830811
	Iteration 34Q: 3 clusters Score -5679214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -5679238.500000 Penalty: 3574.830811
	Iteration 35Q: 3 clusters Score -5679238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -5679248.000000 Penalty: 3574.830811
	Iteration 36Q: 3 clusters Score -5679248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -5679255.000000 Penalty: 3574.830811
	Iteration 37Q: 3 clusters Score -5679255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -5679259.000000 Penalty: 3574.830811
	Iteration 38Q: 3 clusters Score -5679259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -5679264.500000 Penalty: 3574.830811
	Iteration 39Q: 3 clusters Score -5679264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -5679265.000000 Penalty: 3574.830811
	Iteration 40F: 3 clusters Score -5679265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -5679269.000000 Penalty: 3574.830811
	Iteration 41Q: 3 clusters Score -5679269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -5679269.500000 Penalty: 3574.830811
	Iteration 42Q: 3 clusters Score -5679270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -5679268.000000 Penalty: 3574.830811
	Iteration 43Q: 3 clusters Score -5679268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -5679278.500000 Penalty: 3574.830811
	Iteration 44Q: 3 clusters Score -5679278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -5679282.000000 Penalty: 3574.830811
	Iteration 45Q: 3 clusters Score -5679282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -5679285.000000 Penalty: 3574.830811
	Iteration 46Q: 3 clusters Score -5679285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -5679284.000000 Penalty: 3574.830811
	Iteration 47Q: 3 clusters Score -5679284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -5679280.500000 Penalty: 3574.830811
	Iteration 48Q: 3 clusters Score -5679280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -5679287.500000 Penalty: 3574.830811
	Iteration 49Q: 3 clusters Score -5679288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -5679308.000000 Penalty: 3574.830811
	Iteration 50Q: 3 clusters Score -5679308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -5679302.500000 Penalty: 3574.830811
	Iteration 51Q: 3 clusters Score -5679302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -5679311.500000 Penalty: 3574.830811
	Iteration 52Q: 3 clusters Score -5679312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -5679306.000000 Penalty: 3574.830811
	Iteration 53Q: 3 clusters Score -5679306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -5679310.000000 Penalty: 3574.830811
	Iteration 54Q: 3 clusters Score -5679310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -5679313.000000 Penalty: 3574.830811
	Iteration 55Q: 3 clusters Score -5679313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -5679317.500000 Penalty: 3574.830811
	Iteration 56Q: 3 clusters Score -5679318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -5679320.000000 Penalty: 3574.830811
	Iteration 57Q: 3 clusters Score -5679320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -5679320.000000 Penalty: 3574.830811
	Iteration 58Q: 3 clusters Score -5679320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -5679327.000000 Penalty: 3574.830811
	Iteration 59Q: 3 clusters Score -5679327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -5679329.500000 Penalty: 3574.830811
	Iteration 60F: 3 clusters Score -5679330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -5679339.000000 Penalty: 3574.830811
	Iteration 61Q: 3 clusters Score -5679339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -5679335.000000 Penalty: 3574.830811
	Iteration 62Q: 3 clusters Score -5679335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -5679340.000000 Penalty: 3574.830811
	Iteration 63Q: 3 clusters Score -5679340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -5679336.500000 Penalty: 3574.830811
	Iteration 64Q: 3 clusters Score -5679336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -5679343.000000 Penalty: 3574.830811
	Iteration 65Q: 3 clusters Score -5679343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -5679339.500000 Penalty: 3574.830811
	Iteration 66Q: 3 clusters Score -5679340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -5679338.000000 Penalty: 3574.830811
	Iteration 67Q: 3 clusters Score -5679338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -5679335.500000 Penalty: 3574.830811
	Iteration 68Q: 3 clusters Score -5679336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -5679334.500000 Penalty: 3574.830811
	Iteration 69Q: 3 clusters Score -5679334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -5679334.500000 Penalty: 3574.830811
	Iteration 70F: 3 clusters Score -5679334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -10256.681641 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -10256.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9591.458008 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -9591.458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9842.235352 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -9842.235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9932.143555 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -9932.144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9937.253906 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -9937.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9937.253906 Penalty: 1687.711060
	Iteration 4F: 3 clusters Score -9937.254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -127453.031250 Penalty: 1180.404907
	Iteration 0F: 2 clusters Score -127453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -125714.562500 Penalty: 2360.809814
	Iteration 0F: 3 clusters Score -125714.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -126027.523438 Penalty: 2360.809814
	Iteration 1F: 3 clusters Score -126027.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -126105.968750 Penalty: 2360.809814
	Iteration 2F: 3 clusters Score -126106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126136.703125 Penalty: 2360.809814
	Iteration 3Q: 3 clusters Score -126136.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126155.632812 Penalty: 2360.809814
	Iteration 4Q: 3 clusters Score -126155.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -126178.828125 Penalty: 2360.809814
	Iteration 5Q: 3 clusters Score -126178.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -126190.953125 Penalty: 2360.809814
	Iteration 6Q: 3 clusters Score -126191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126202.265625 Penalty: 2360.809814
	Iteration 7Q: 3 clusters Score -126202.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -126211.664062 Penalty: 2360.809814
	Iteration 8Q: 3 clusters Score -126211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -126217.750000 Penalty: 2360.809814
	Iteration 9Q: 3 clusters Score -126217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -126228.257812 Penalty: 2360.809814
	Iteration 10Q: 3 clusters Score -126228.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -126235.476562 Penalty: 2360.809814
	Iteration 11Q: 3 clusters Score -126235.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -126239.976562 Penalty: 2360.809814
	Iteration 12Q: 3 clusters Score -126240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126244.468750 Penalty: 2360.809814
	Iteration 13Q: 3 clusters Score -126244.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -126248.921875 Penalty: 2360.809814
	Iteration 14Q: 3 clusters Score -126248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -126252.695312 Penalty: 2360.809814
	Iteration 15Q: 3 clusters Score -126252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -126253.757812 Penalty: 2360.809814
	Iteration 16Q: 3 clusters Score -126253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126255.929688 Penalty: 2360.809814
	Iteration 17Q: 3 clusters Score -126255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126256.546875 Penalty: 2360.809814
	Iteration 18Q: 3 clusters Score -126256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126256.546875 Penalty: 2360.809814
	Iteration 19F: 3 clusters Score -126256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57273 members 
Mstep: Class 3 contains 9017 members 
Mstep: Class 4 contains 310558 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 39979 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 8 contains 16619 members 
Mstep: Class 9 contains 107620 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34679 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13948 members 
Mstep: Class 17 contains 35363 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 59843 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465328.000000 Penalty: 48245.828125
Iteration 79Q: 23 clusters Score -6.646533e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57208 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 310459 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 40354 members 
Mstep: Class 7 contains 5604 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 107359 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34708 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13198 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 35403 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 13543 members 
Mstep: Class 20 contains 59859 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465496.000000 Penalty: 48245.828125
Iteration 80F: 23 clusters Score -6.64655e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 57145 members 
Mstep: Class 3 contains 9017 members 
Mstep: Class 4 contains 310442 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 40672 members 
Mstep: Class 7 contains 5614 members 
Mstep: Class 8 contains 16535 members 
Mstep: Class 9 contains 107102 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34729 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13915 members 
Mstep: Class 17 contains 35427 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 13601 members 
Mstep: Class 20 contains 59860 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465540.000000 Penalty: 48245.828125
Iteration 81Q: 23 clusters Score -6.646554e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 57081 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 310431 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 40962 members 
Mstep: Class 7 contains 5615 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 106870 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34744 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13145 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13899 members 
Mstep: Class 17 contains 35456 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 13672 members 
Mstep: Class 20 contains 59860 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465556.000000 Penalty: 48245.828125
Iteration 82Q: 23 clusters Score -6.646556e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 57026 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 310456 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 41222 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 106639 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34763 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13123 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13879 members 
Mstep: Class 17 contains 35481 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 13739 members 
Mstep: Class 20 contains 59846 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465568.000000 Penalty: 48245.828125
Iteration 83Q: 23 clusters Score -6.646557e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 56982 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 310423 members 
Mstep: Class 5 contains 737 members 
Mstep: Class 6 contains 41444 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 106463 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13086 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13865 members 
Mstep: Class 17 contains 35514 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 13810 members 
Mstep: Class 20 contains 59829 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465696.000000 Penalty: 48245.828125
Iteration 84Q: 23 clusters Score -6.64657e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56944 members 
Mstep: Class 3 contains 9013 members 
Mstep: Class 4 contains 310395 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 41642 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 106317 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 34805 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13051 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13847 members 
Mstep: Class 17 contains 35558 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 13882 members 
Mstep: Class 20 contains 59806 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465752.000000 Penalty: 48245.828125
Iteration 85Q: 23 clusters Score -6.646575e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 56912 members 
Mstep: Class 3 contains 9013 members 
Mstep: Class 4 contains 310319 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 41831 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 16278 members 
Mstep: Class 9 contains 106195 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 34825 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 13017 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13839 members 
Mstep: Class 17 contains 35616 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 59791 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465888.000000 Penalty: 48245.828125
Iteration 86Q: 23 clusters Score -6.646589e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 9014 members 
Mstep: Class 4 contains 310252 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 42013 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 9 contains 106072 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 34846 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12997 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13823 members 
Mstep: Class 17 contains 35657 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 13999 members 
Mstep: Class 20 contains 59783 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466048.000000 Penalty: 48245.828125
Iteration 87Q: 23 clusters Score -6.646605e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56841 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 310185 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 42183 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 16210 members 
Mstep: Class 9 contains 105956 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 34875 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12969 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13805 members 
Mstep: Class 17 contains 35704 members 
Mstep: Class 18 contains 1158 members 
Mstep: Class 19 contains 14049 members 
Mstep: Class 20 contains 59783 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466216.000000 Penalty: 48245.828125
Iteration 88Q: 23 clusters Score -6.646622e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56792 members 
Mstep: Class 3 contains 9019 members 
Mstep: Class 4 contains 310143 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 42331 members 
Mstep: Class 7 contains 5655 members 
Mstep: Class 8 contains 16187 members 
Mstep: Class 9 contains 105838 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 34889 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12942 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13777 members 
Mstep: Class 17 contains 35752 members 
Mstep: Class 18 contains 1161 members 
Mstep: Class 19 contains 14117 members 
Mstep: Class 20 contains 59784 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466264.000000 Penalty: 48245.828125
Iteration 89Q: 23 clusters Score -6.646626e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56741 members 
Mstep: Class 3 contains 9022 members 
Mstep: Class 4 contains 310115 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 42480 members 
Mstep: Class 7 contains 5657 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 105726 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 34902 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12915 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13749 members 
Mstep: Class 17 contains 35800 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14172 members 
Mstep: Class 20 contains 59781 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466236.000000 Penalty: 48245.828125
Iteration 90Q: 23 clusters Score -6.646624e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56698 members 
Mstep: Class 3 contains 9026 members 
Mstep: Class 4 contains 310073 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 42607 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 8 contains 16145 members 
Mstep: Class 9 contains 105637 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34910 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12876 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13732 members 
Mstep: Class 17 contains 35845 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14233 members 
Mstep: Class 20 contains 59778 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466296.000000 Penalty: 48245.828125
Iteration 91Q: 23 clusters Score -6.64663e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56655 members 
Mstep: Class 3 contains 9028 members 
Mstep: Class 4 contains 310046 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 42729 members 
Mstep: Class 7 contains 5663 members 
Mstep: Class 8 contains 16117 members 
Mstep: Class 9 contains 105554 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34912 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12836 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13718 members 
Mstep: Class 17 contains 35879 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14302 members 
Mstep: Class 20 contains 59781 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466348.000000 Penalty: 48245.828125
Iteration 92Q: 23 clusters Score -6.646635e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56622 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 310025 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 42830 members 
Mstep: Class 7 contains 5664 members 
Mstep: Class 8 contains 16090 members 
Mstep: Class 9 contains 105475 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34917 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12802 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13695 members 
Mstep: Class 17 contains 35918 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 20 contains 59787 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466488.000000 Penalty: 48245.828125
Iteration 93Q: 23 clusters Score -6.646649e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56582 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 310015 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 5668 members 
Mstep: Class 8 contains 16055 members 
Mstep: Class 9 contains 105381 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34926 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12779 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13671 members 
Mstep: Class 17 contains 35952 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 59801 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466532.000000 Penalty: 48245.828125
Iteration 94Q: 23 clusters Score -6.646653e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56550 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 309994 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43029 members 
Mstep: Class 7 contains 5671 members 
Mstep: Class 8 contains 16024 members 
Mstep: Class 9 contains 105290 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34939 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12758 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13653 members 
Mstep: Class 17 contains 35985 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14480 members 
Mstep: Class 20 contains 59810 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466700.000000 Penalty: 48245.828125
Iteration 95Q: 23 clusters Score -6.64667e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56528 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 309970 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43109 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 15993 members 
Mstep: Class 9 contains 105200 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34951 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12731 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13638 members 
Mstep: Class 17 contains 36021 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14551 members 
Mstep: Class 20 contains 59807 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466636.000000 Penalty: 48245.828125
Iteration 96Q: 23 clusters Score -6.646664e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56506 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 309958 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43185 members 
Mstep: Class 7 contains 5686 members 
Mstep: Class 8 contains 15950 members 
Mstep: Class 9 contains 105127 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34962 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12703 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13626 members 
Mstep: Class 17 contains 36042 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14620 members 
Mstep: Class 20 contains 59806 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466604.000000 Penalty: 48245.828125
Iteration 97Q: 23 clusters Score -6.64666e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56482 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 309927 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43260 members 
Mstep: Class 7 contains 5699 members 
Mstep: Class 8 contains 15916 members 
Mstep: Class 9 contains 105061 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34979 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12685 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13616 members 
Mstep: Class 17 contains 36061 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 14680 members 
Mstep: Class 20 contains 59805 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466700.000000 Penalty: 48245.828125
Iteration 98Q: 23 clusters Score -6.64667e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56455 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 309884 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43325 members 
Mstep: Class 7 contains 5712 members 
Mstep: Class 8 contains 15885 members 
Mstep: Class 9 contains 104999 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 34997 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12668 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13610 members 
Mstep: Class 17 contains 36080 members 
Mstep: Class 18 contains 1163 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 59814 members 
Mstep: Class 21 contains 180 members 
Mstep: Class 23 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466716.000000 Penalty: 48245.828125
Iteration 99Q: 23 clusters Score -6.646672e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56439 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 309833 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43384 members 
Mstep: Class 7 contains 5720 members 
Mstep: Class 8 contains 15851 members 
Mstep: Class 9 contains 104945 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35009 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12641 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 36108 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 14813 members 
Mstep: Class 20 contains 59828 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466868.000000 Penalty: 48245.828125
Iteration 100F: 23 clusters Score -6.646687e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56432 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 309809 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43426 members 
Mstep: Class 7 contains 5724 members 
Mstep: Class 8 contains 15826 members 
Mstep: Class 9 contains 104897 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35012 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 36133 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 14876 members 
Mstep: Class 20 contains 59825 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 23 clusters Score -6.646686e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56427 members 
Mstep: Class 3 contains 9033 members 
Mstep: Class 4 contains 309764 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43471 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 15784 members 
Mstep: Class 9 contains 104858 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35010 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12578 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 36146 members 
Mstep: Class 18 contains 1173 members 
Mstep: Class 19 contains 14960 members 
Mstep: Class 20 contains 59826 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 23 clusters Score -6.646693e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56425 members 
Mstep: Class 3 contains 9033 members 
Mstep: Class 4 contains 309712 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43508 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 15725 members 
Mstep: Class 9 contains 104819 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35010 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12562 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13590 members 
Mstep: Class 17 contains 36157 members 
Mstep: Class 18 contains 1175 members 
Mstep: Class 19 contains 15067 members 
Mstep: Class 20 contains 59830 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 23 clusters Score -6.646704e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 3 contains 9033 members 
Mstep: Class 4 contains 309665 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43549 members 
Mstep: Class 7 contains 5753 members 
Mstep: Class 8 contains 15675 members 
Mstep: Class 9 contains 104765 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35012 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12560 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 36178 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 15152 members 
Mstep: Class 20 contains 59831 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 23 clusters Score -6.646719e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56425 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309641 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43585 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 15624 members 
Mstep: Class 9 contains 104711 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35017 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12539 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13577 members 
Mstep: Class 17 contains 36199 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 15231 members 
Mstep: Class 20 contains 59829 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1461 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -6.646721e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56420 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309617 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43631 members 
Mstep: Class 7 contains 5767 members 
Mstep: Class 8 contains 15587 members 
Mstep: Class 9 contains 104669 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35029 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13567 members 
Mstep: Class 17 contains 36212 members 
Mstep: Class 18 contains 1186 members 
Mstep: Class 19 contains 15290 members 
Mstep: Class 20 contains 59829 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 23 clusters Score -6.646715e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56413 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309565 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43659 members 
Mstep: Class 7 contains 5778 members 
Mstep: Class 8 contains 15550 members 
Mstep: Class 9 contains 104644 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35041 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12497 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13563 members 
Mstep: Class 17 contains 36224 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 15354 members 
Mstep: Class 20 contains 59838 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1470 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -6.646714e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56405 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309539 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43694 members 
Mstep: Class 7 contains 5785 members 
Mstep: Class 8 contains 15510 members 
Mstep: Class 9 contains 104615 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35049 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12476 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13552 members 
Mstep: Class 17 contains 36237 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 15422 members 
Mstep: Class 20 contains 59836 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1475 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -6.646722e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56393 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309481 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43731 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 15472 members 
Mstep: Class 9 contains 104590 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35050 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12468 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13552 members 
Mstep: Class 17 contains 36250 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 15498 members 
Mstep: Class 20 contains 59841 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1471 members 
Entering Unmasked Estep 
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Iteration 109Q: 23 clusters Score -6.646734e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56383 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309468 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43760 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 15428 members 
Mstep: Class 9 contains 104564 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35052 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12450 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13549 members 
Mstep: Class 17 contains 36254 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 15569 members 
Mstep: Class 20 contains 59840 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1472 members 
Entering Unmasked Estep 
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Iteration 110Q: 23 clusters Score -6.646745e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56375 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309437 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43790 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 8 contains 15377 members 
Mstep: Class 9 contains 104537 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35056 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13548 members 
Mstep: Class 17 contains 36266 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 59838 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1465 members 
Entering Unmasked Estep 
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Iteration 111Q: 23 clusters Score -6.646753e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56362 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309441 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43803 members 
Mstep: Class 7 contains 5816 members 
Mstep: Class 8 contains 15333 members 
Mstep: Class 9 contains 104509 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35055 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13539 members 
Mstep: Class 17 contains 36281 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 15730 members 
Mstep: Class 20 contains 59842 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467560.000000 Penalty: 48245.828125
Iteration 112Q: 23 clusters Score -6.646756e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 56359 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309419 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43819 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 15297 members 
Mstep: Class 9 contains 104481 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35064 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12390 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13526 members 
Mstep: Class 17 contains 36291 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 15802 members 
Mstep: Class 20 contains 59847 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467564.000000 Penalty: 48245.828125
Iteration 113Q: 23 clusters Score -6.646756e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56358 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309397 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43835 members 
Mstep: Class 7 contains 5831 members 
Mstep: Class 8 contains 15254 members 
Mstep: Class 9 contains 104459 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35067 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12368 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13521 members 
Mstep: Class 17 contains 36304 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 15868 members 
Mstep: Class 20 contains 59856 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467668.000000 Penalty: 48245.828125
Iteration 114Q: 23 clusters Score -6.646767e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56348 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309394 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43847 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 15221 members 
Mstep: Class 9 contains 104433 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35066 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12355 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 36307 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 19 contains 15930 members 
Mstep: Class 20 contains 59861 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467640.000000 Penalty: 48245.828125
Iteration 115Q: 23 clusters Score -6.646764e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56335 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309366 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 8 contains 15181 members 
Mstep: Class 9 contains 104412 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35071 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13524 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 16013 members 
Mstep: Class 20 contains 59865 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467704.000000 Penalty: 48245.828125
Iteration 116Q: 23 clusters Score -6.64677e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56323 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309363 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43870 members 
Mstep: Class 7 contains 5848 members 
Mstep: Class 8 contains 15148 members 
Mstep: Class 9 contains 104392 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 35071 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 12320 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13527 members 
Mstep: Class 17 contains 36304 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 16072 members 
Mstep: Class 20 contains 59865 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467676.000000 Penalty: 48245.828125
Iteration 117Q: 23 clusters Score -6.646768e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56308 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309343 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43884 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 15121 members 
Mstep: Class 9 contains 104382 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13529 members 
Mstep: Class 17 contains 36307 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 16132 members 
Mstep: Class 20 contains 59868 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467664.000000 Penalty: 48245.828125
Iteration 118Q: 23 clusters Score -6.646766e+07 nChanged 223
Entering ConstructFrom: 
Score: -66467664.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -93241.992188 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -93241.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -91719.695312 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -91719.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92046.171875 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -92046.17 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -92194.546875 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -92194.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -92291.851562 Penalty: 2278.937500
	Iteration 3F: 3 clusters Score -92291.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92388.054688 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -92388.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92551.343750 Penalty: 2278.937500
	Iteration 5F: 3 clusters Score -92551.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92747.257812 Penalty: 2278.937500
	Iteration 6F: 3 clusters Score -92747.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92945.242188 Penalty: 2278.937500
	Iteration 7F: 3 clusters Score -92945.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93093.851562 Penalty: 2278.937500
	Iteration 8F: 3 clusters Score -93093.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93195.359375 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -93195.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -93225.070312 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -93225.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93238.851562 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -93238.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93252.546875 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -93252.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93255.164062 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -93255.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93255.164062 Penalty: 2278.937500
	Iteration 14F: 3 clusters Score -93255.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 56290 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309320 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43904 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 15082 members 
Mstep: Class 9 contains 104367 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35071 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12292 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13529 members 
Mstep: Class 17 contains 36317 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 16198 members 
Mstep: Class 20 contains 59875 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 522 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
Score: -66466752.000000 Penalty: 50438.820312
Splitting cluster 1 changes total score from -66467664.000000 to -66466752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (56290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Entering Unmasked Estep 
Score: -5317081.000000 Penalty: 1777.469238
	Iteration 0F: 2 clusters Score -5317081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5279454.500000 Penalty: 3554.938477
	Iteration 0F: 3 clusters Score -5279454 nChanged 26476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -5294415.000000 Penalty: 3554.938477
	Iteration 1F: 3 clusters Score -5294415 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5295037.500000 Penalty: 3554.938477
	Iteration 2Q: 3 clusters Score -5295038 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5295814.500000 Penalty: 3554.938477
	Iteration 3Q: 3 clusters Score -5295814 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -5296945.000000 Penalty: 3554.938477
	Iteration 4Q: 3 clusters Score -5296945 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5298457.500000 Penalty: 3554.938477
	Iteration 5F: 3 clusters Score -5298458 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -5300546.000000 Penalty: 3554.938477
	Iteration 6F: 3 clusters Score -5300546 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -5303301.500000 Penalty: 3554.938477
	Iteration 7F: 3 clusters Score -5303302 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5306513.000000 Penalty: 3554.938477
	Iteration 8F: 3 clusters Score -5306513 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5309280.500000 Penalty: 3554.938477
	Iteration 9F: 3 clusters Score -5309280 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5310747.500000 Penalty: 3554.938477
	Iteration 10Q: 3 clusters Score -5310748 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5311500.000000 Penalty: 3554.938477
	Iteration 11Q: 3 clusters Score -5311500 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -5312049.000000 Penalty: 3554.938477
	Iteration 12Q: 3 clusters Score -5312049 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -5312506.000000 Penalty: 3554.938477
	Iteration 13Q: 3 clusters Score -5312506 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5312923.000000 Penalty: 3554.938477
	Iteration 14Q: 3 clusters Score -5312923 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5313247.000000 Penalty: 3554.938477
	Iteration 15Q: 3 clusters Score -5313247 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5313474.000000 Penalty: 3554.938477
	Iteration 16Q: 3 clusters Score -5313474 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -5313701.000000 Penalty: 3554.938477
	Iteration 17Q: 3 clusters Score -5313701 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5313868.500000 Penalty: 3554.938477
	Iteration 18Q: 3 clusters Score -5313868 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -5313997.000000 Penalty: 3554.938477
	Iteration 19Q: 3 clusters Score -5313997 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5314130.500000 Penalty: 3554.938477
	Iteration 20F: 3 clusters Score -5314130 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -5314226.500000 Penalty: 3554.938477
	Iteration 21Q: 3 clusters Score -5314226 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -5314333.500000 Penalty: 3554.938477
	Iteration 22Q: 3 clusters Score -5314334 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -5314434.500000 Penalty: 3554.938477
	Iteration 23Q: 3 clusters Score -5314434 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -5314531.500000 Penalty: 3554.938477
	Iteration 24Q: 3 clusters Score -5314532 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -5314607.000000 Penalty: 3554.938477
	Iteration 25Q: 3 clusters Score -5314607 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -5314662.000000 Penalty: 3554.938477
	Iteration 26Q: 3 clusters Score -5314662 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -5314711.500000 Penalty: 3554.938477
	Iteration 27Q: 3 clusters Score -5314712 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -5314819.500000 Penalty: 3554.938477
	Iteration 28Q: 3 clusters Score -5314820 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5314860.500000 Penalty: 3554.938477
	Iteration 29Q: 3 clusters Score -5314860 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -5314922.000000 Penalty: 3554.938477
	Iteration 30Q: 3 clusters Score -5314922 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -5315000.000000 Penalty: 3554.938477
	Iteration 31Q: 3 clusters Score -5315000 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -5315048.500000 Penalty: 3554.938477
	Iteration 32Q: 3 clusters Score -5315048 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -5315088.000000 Penalty: 3554.938477
	Iteration 33Q: 3 clusters Score -5315088 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -5315107.000000 Penalty: 3554.938477
	Iteration 34Q: 3 clusters Score -5315107 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5315150.500000 Penalty: 3554.938477
	Iteration 35Q: 3 clusters Score -5315150 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -5315210.000000 Penalty: 3554.938477
	Iteration 36Q: 3 clusters Score -5315210 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -5315240.500000 Penalty: 3554.938477
	Iteration 37Q: 3 clusters Score -5315240 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -5315274.000000 Penalty: 3554.938477
	Iteration 38Q: 3 clusters Score -5315274 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5315356.500000 Penalty: 3554.938477
	Iteration 39Q: 3 clusters Score -5315356 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -5315381.500000 Penalty: 3554.938477
	Iteration 40F: 3 clusters Score -5315382 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -5315404.000000 Penalty: 3554.938477
	Iteration 41Q: 3 clusters Score -5315404 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -5315424.000000 Penalty: 3554.938477
	Iteration 42Q: 3 clusters Score -5315424 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5315481.500000 Penalty: 3554.938477
	Iteration 43Q: 3 clusters Score -5315482 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -5315525.500000 Penalty: 3554.938477
	Iteration 44Q: 3 clusters Score -5315526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5315551.000000 Penalty: 3554.938477
	Iteration 45Q: 3 clusters Score -5315551 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5315576.500000 Penalty: 3554.938477
	Iteration 46Q: 3 clusters Score -5315576 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5315618.500000 Penalty: 3554.938477
	Iteration 47Q: 3 clusters Score -5315618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5315642.500000 Penalty: 3554.938477
	Iteration 48Q: 3 clusters Score -5315642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5315657.500000 Penalty: 3554.938477
	Iteration 49Q: 3 clusters Score -5315658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5315693.000000 Penalty: 3554.938477
	Iteration 50Q: 3 clusters Score -5315693 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5315728.000000 Penalty: 3554.938477
	Iteration 51Q: 3 clusters Score -5315728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5315750.000000 Penalty: 3554.938477
	Iteration 52Q: 3 clusters Score -5315750 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5315749.500000 Penalty: 3554.938477
	Iteration 53Q: 3 clusters Score -5315750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5315763.000000 Penalty: 3554.938477
	Iteration 54Q: 3 clusters Score -5315763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5315781.000000 Penalty: 3554.938477
	Iteration 55Q: 3 clusters Score -5315781 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5315787.500000 Penalty: 3554.938477
	Iteration 56Q: 3 clusters Score -5315788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5315807.500000 Penalty: 3554.938477
	Iteration 57Q: 3 clusters Score -5315808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5315808.000000 Penalty: 3554.938477
	Iteration 58Q: 3 clusters Score -5315808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5315827.000000 Penalty: 3554.938477
	Iteration 59Q: 3 clusters Score -5315827 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5315835.500000 Penalty: 3554.938477
	Iteration 60F: 3 clusters Score -5315836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5315854.500000 Penalty: 3554.938477
	Iteration 61Q: 3 clusters Score -5315854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5315870.000000 Penalty: 3554.938477
	Iteration 62Q: 3 clusters Score -5315870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5315888.500000 Penalty: 3554.938477
	Iteration 63Q: 3 clusters Score -5315888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5315901.500000 Penalty: 3554.938477
	Iteration 64Q: 3 clusters Score -5315902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5315905.000000 Penalty: 3554.938477
	Iteration 65Q: 3 clusters Score -5315905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5315913.000000 Penalty: 3554.938477
	Iteration 66Q: 3 clusters Score -5315913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5315921.000000 Penalty: 3554.938477
	Iteration 67Q: 3 clusters Score -5315921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5315936.000000 Penalty: 3554.938477
	Iteration 68Q: 3 clusters Score -5315936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5315934.000000 Penalty: 3554.938477
	Iteration 69Q: 3 clusters Score -5315934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5315928.000000 Penalty: 3554.938477
	Iteration 70Q: 3 clusters Score -5315928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5315930.000000 Penalty: 3554.938477
	Iteration 71Q: 3 clusters Score -5315930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5315935.500000 Penalty: 3554.938477
	Iteration 72Q: 3 clusters Score -5315936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5315936.500000 Penalty: 3554.938477
	Iteration 73Q: 3 clusters Score -5315936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5315932.500000 Penalty: 3554.938477
	Iteration 74Q: 3 clusters Score -5315932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5315934.500000 Penalty: 3554.938477
	Iteration 75Q: 3 clusters Score -5315934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5315937.000000 Penalty: 3554.938477
	Iteration 76Q: 3 clusters Score -5315937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5315939.000000 Penalty: 3554.938477
	Iteration 77Q: 3 clusters Score -5315939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5315940.500000 Penalty: 3554.938477
	Iteration 78Q: 3 clusters Score -5315940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5315948.000000 Penalty: 3554.938477
	Iteration 79Q: 3 clusters Score -5315948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5315952.500000 Penalty: 3554.938477
	Iteration 80F: 3 clusters Score -5315952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5315946.000000 Penalty: 3554.938477
	Iteration 81Q: 3 clusters Score -5315946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5315947.500000 Penalty: 3554.938477
	Iteration 82Q: 3 clusters Score -5315948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5315946.000000 Penalty: 3554.938477
	Iteration 83Q: 3 clusters Score -5315946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5315945.500000 Penalty: 3554.938477
	Iteration 84Q: 3 clusters Score -5315946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5315942.000000 Penalty: 3554.938477
	Iteration 85Q: 3 clusters Score -5315942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5315944.000000 Penalty: 3554.938477
	Iteration 86Q: 3 clusters Score -5315944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5315944.000000 Penalty: 3554.938477
	Iteration 87Q: 3 clusters Score -5315944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5315944.000000 Penalty: 3554.938477
	Iteration 88Q: 3 clusters Score -5315944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5315948.500000 Penalty: 3554.938477
	Iteration 89Q: 3 clusters Score -5315948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5315952.500000 Penalty: 3554.938477
	Iteration 90Q: 3 clusters Score -5315952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5315952.000000 Penalty: 3554.938477
	Iteration 91Q: 3 clusters Score -5315952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5315953.000000 Penalty: 3554.938477
	Iteration 92Q: 3 clusters Score -5315953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5315953.000000 Penalty: 3554.938477
	Iteration 93F: 3 clusters Score -5315953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -843787.062500 Penalty: 1480.171875
	Iteration 0F: 2 clusters Score -843787.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -837184.250000 Penalty: 2960.343750
	Iteration 0F: 3 clusters Score -837184.2 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -839203.937500 Penalty: 2960.343750
	Iteration 1F: 3 clusters Score -839203.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -839402.250000 Penalty: 2960.343750
	Iteration 2F: 3 clusters Score -839402.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -839533.312500 Penalty: 2960.343750
	Iteration 3Q: 3 clusters Score -839533.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -839637.000000 Penalty: 2960.343750
	Iteration 4Q: 3 clusters Score -839637 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -839725.750000 Penalty: 2960.343750
	Iteration 5Q: 3 clusters Score -839725.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -839815.375000 Penalty: 2960.343750
	Iteration 6Q: 3 clusters Score -839815.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -839914.312500 Penalty: 2960.343750
	Iteration 7Q: 3 clusters Score -839914.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -840030.437500 Penalty: 2960.343750
	Iteration 8Q: 3 clusters Score -840030.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -840196.750000 Penalty: 2960.343750
	Iteration 9Q: 3 clusters Score -840196.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -840397.062500 Penalty: 2960.343750
	Iteration 10Q: 3 clusters Score -840397.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -840645.437500 Penalty: 2960.343750
	Iteration 11Q: 3 clusters Score -840645.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -840943.562500 Penalty: 2960.343750
	Iteration 12Q: 3 clusters Score -840943.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -841245.312500 Penalty: 2960.343750
	Iteration 13Q: 3 clusters Score -841245.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -841513.687500 Penalty: 2960.343750
	Iteration 14Q: 3 clusters Score -841513.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -841756.812500 Penalty: 2960.343750
	Iteration 15Q: 3 clusters Score -841756.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -841937.000000 Penalty: 2960.343750
	Iteration 16Q: 3 clusters Score -841937 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -842048.312500 Penalty: 2960.343750
	Iteration 17Q: 3 clusters Score -842048.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -842126.687500 Penalty: 2960.343750
	Iteration 18Q: 3 clusters Score -842126.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -842196.187500 Penalty: 2960.343750
	Iteration 19Q: 3 clusters Score -842196.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -842242.187500 Penalty: 2960.343750
	Iteration 20F: 3 clusters Score -842242.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -842282.812500 Penalty: 2960.343750
	Iteration 21Q: 3 clusters Score -842282.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -842319.437500 Penalty: 2960.343750
	Iteration 22Q: 3 clusters Score -842319.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -842351.687500 Penalty: 2960.343750
	Iteration 23Q: 3 clusters Score -842351.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -842376.000000 Penalty: 2960.343750
	Iteration 24Q: 3 clusters Score -842376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -842394.000000 Penalty: 2960.343750
	Iteration 25Q: 3 clusters Score -842394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -842409.500000 Penalty: 2960.343750
	Iteration 26Q: 3 clusters Score -842409.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -842417.125000 Penalty: 2960.343750
	Iteration 27Q: 3 clusters Score -842417.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -842428.875000 Penalty: 2960.343750
	Iteration 28Q: 3 clusters Score -842428.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -842441.437500 Penalty: 2960.343750
	Iteration 29Q: 3 clusters Score -842441.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -842450.125000 Penalty: 2960.343750
	Iteration 30Q: 3 clusters Score -842450.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -842456.500000 Penalty: 2960.343750
	Iteration 31Q: 3 clusters Score -842456.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -842462.500000 Penalty: 2960.343750
	Iteration 32Q: 3 clusters Score -842462.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -842469.125000 Penalty: 2960.343750
	Iteration 33Q: 3 clusters Score -842469.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -842481.125000 Penalty: 2960.343750
	Iteration 34Q: 3 clusters Score -842481.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -842487.625000 Penalty: 2960.343750
	Iteration 35Q: 3 clusters Score -842487.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -842499.187500 Penalty: 2960.343750
	Iteration 36Q: 3 clusters Score -842499.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -842505.500000 Penalty: 2960.343750
	Iteration 37Q: 3 clusters Score -842505.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -842515.250000 Penalty: 2960.343750
	Iteration 38Q: 3 clusters Score -842515.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -842522.812500 Penalty: 2960.343750
	Iteration 39Q: 3 clusters Score -842522.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -842535.250000 Penalty: 2960.343750
	Iteration 40F: 3 clusters Score -842535.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -842542.000000 Penalty: 2960.343750
	Iteration 41Q: 3 clusters Score -842542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -842549.250000 Penalty: 2960.343750
	Iteration 42Q: 3 clusters Score -842549.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -842554.812500 Penalty: 2960.343750
	Iteration 43Q: 3 clusters Score -842554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -842562.812500 Penalty: 2960.343750
	Iteration 44Q: 3 clusters Score -842562.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -842566.562500 Penalty: 2960.343750
	Iteration 45Q: 3 clusters Score -842566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -842572.250000 Penalty: 2960.343750
	Iteration 46Q: 3 clusters Score -842572.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -842576.062500 Penalty: 2960.343750
	Iteration 47Q: 3 clusters Score -842576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -842579.125000 Penalty: 2960.343750
	Iteration 48Q: 3 clusters Score -842579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -842582.250000 Penalty: 2960.343750
	Iteration 49Q: 3 clusters Score -842582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -842582.625000 Penalty: 2960.343750
	Iteration 50Q: 3 clusters Score -842582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -842583.875000 Penalty: 2960.343750
	Iteration 51Q: 3 clusters Score -842583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -842585.125000 Penalty: 2960.343750
	Iteration 52Q: 3 clusters Score -842585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -842585.375000 Penalty: 2960.343750
	Iteration 53Q: 3 clusters Score -842585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -842586.687500 Penalty: 2960.343750
	Iteration 54Q: 3 clusters Score -842586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -842586.500000 Penalty: 2960.343750
	Iteration 55Q: 3 clusters Score -842586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -842590.000000 Penalty: 2960.343750
	Iteration 56Q: 3 clusters Score -842590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -842592.000000 Penalty: 2960.343750
	Iteration 57Q: 3 clusters Score -842592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -842593.937500 Penalty: 2960.343750
	Iteration 58Q: 3 clusters Score -842593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -842595.937500 Penalty: 2960.343750
	Iteration 59Q: 3 clusters Score -842595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -842596.687500 Penalty: 2960.343750
	Iteration 60F: 3 clusters Score -842596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -842598.312500 Penalty: 2960.343750
	Iteration 61Q: 3 clusters Score -842598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -842597.562500 Penalty: 2960.343750
	Iteration 62Q: 3 clusters Score -842597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -842598.375000 Penalty: 2960.343750
	Iteration 63Q: 3 clusters Score -842598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -842599.187500 Penalty: 2960.343750
	Iteration 64Q: 3 clusters Score -842599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -842599.187500 Penalty: 2960.343750
	Iteration 65F: 3 clusters Score -842599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (309320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309320 members 
Entering Unmasked Estep 
Score: -28793298.000000 Penalty: 2054.346436
	Iteration 0F: 2 clusters Score -2.87933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 154680 members 
Entering Unmasked Estep 
Score: -28595974.000000 Penalty: 4108.692871
	Iteration 0F: 3 clusters Score -2.859597e+07 nChanged 151106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151258 members 
Mstep: Class 2 contains 158062 members 
Entering Unmasked Estep 
Score: -28687224.000000 Penalty: 4108.692871
	Iteration 1F: 3 clusters Score -2.868722e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149390 members 
Mstep: Class 2 contains 159930 members 
Entering Unmasked Estep 
Score: -28688954.000000 Penalty: 4108.692871
	Iteration 2Q: 3 clusters Score -2.868895e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146606 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -28690676.000000 Penalty: 4108.692871
	Iteration 3Q: 3 clusters Score -2.869068e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -28693372.000000 Penalty: 4108.692871
	Iteration 4Q: 3 clusters Score -2.869337e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137047 members 
Mstep: Class 2 contains 172273 members 
Entering Unmasked Estep 
Score: -28697004.000000 Penalty: 4108.692871
	Iteration 5Q: 3 clusters Score -2.8697e+07 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 180117 members 
Entering Unmasked Estep 
Score: -28703052.000000 Penalty: 4108.692871
	Iteration 6Q: 3 clusters Score -2.870305e+07 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118902 members 
Mstep: Class 2 contains 190418 members 
Entering Unmasked Estep 
Score: -28711828.000000 Penalty: 4108.692871
	Iteration 7F: 3 clusters Score -2.871183e+07 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 202963 members 
Entering Unmasked Estep 
Score: -28724174.000000 Penalty: 4108.692871
	Iteration 8F: 3 clusters Score -2.872417e+07 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 215619 members 
Entering Unmasked Estep 
Score: -28739170.000000 Penalty: 4108.692871
	Iteration 9F: 3 clusters Score -2.873917e+07 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 225789 members 
Entering Unmasked Estep 
Score: -28752034.000000 Penalty: 4108.692871
	Iteration 10F: 3 clusters Score -2.875203e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 233078 members 
Entering Unmasked Estep 
Score: -28759532.000000 Penalty: 4108.692871
	Iteration 11Q: 3 clusters Score -2.875953e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 239180 members 
Entering Unmasked Estep 
Score: -28763530.000000 Penalty: 4108.692871
	Iteration 12Q: 3 clusters Score -2.876353e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 244821 members 
Entering Unmasked Estep 
Score: -28766500.000000 Penalty: 4108.692871
	Iteration 13Q: 3 clusters Score -2.87665e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 250504 members 
Entering Unmasked Estep 
Score: -28768912.000000 Penalty: 4108.692871
	Iteration 14Q: 3 clusters Score -2.876891e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 256166 members 
Entering Unmasked Estep 
Score: -28771326.000000 Penalty: 4108.692871
	Iteration 15Q: 3 clusters Score -2.877133e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 261756 members 
Entering Unmasked Estep 
Score: -28773896.000000 Penalty: 4108.692871
	Iteration 16Q: 3 clusters Score -2.87739e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 267190 members 
Entering Unmasked Estep 
Score: -28776558.000000 Penalty: 4108.692871
	Iteration 17Q: 3 clusters Score -2.877656e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 272425 members 
Entering Unmasked Estep 
Score: -28779032.000000 Penalty: 4108.692871
	Iteration 18Q: 3 clusters Score -2.877903e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 277382 members 
Entering Unmasked Estep 
Score: -28781748.000000 Penalty: 4108.692871
	Iteration 19Q: 3 clusters Score -2.878175e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 282046 members 
Entering Unmasked Estep 
Score: -28784150.000000 Penalty: 4108.692871
	Iteration 20F: 3 clusters Score -2.878415e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 286386 members 
Entering Unmasked Estep 
Score: -28786356.000000 Penalty: 4108.692871
	Iteration 21Q: 3 clusters Score -2.878636e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 290223 members 
Entering Unmasked Estep 
Score: -28788452.000000 Penalty: 4108.692871
	Iteration 22Q: 3 clusters Score -2.878845e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 293627 members 
Entering Unmasked Estep 
Score: -28790210.000000 Penalty: 4108.692871
	Iteration 23Q: 3 clusters Score -2.879021e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 296573 members 
Entering Unmasked Estep 
Score: -28791850.000000 Penalty: 4108.692871
	Iteration 24Q: 3 clusters Score -2.879185e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 299009 members 
Entering Unmasked Estep 
Score: -28792464.000000 Penalty: 4108.692871
	Iteration 25Q: 3 clusters Score -2.879246e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 300974 members 
Entering Unmasked Estep 
Score: -28792526.000000 Penalty: 4108.692871
	Iteration 26Q: 3 clusters Score -2.879253e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 302541 members 
Entering Unmasked Estep 
Score: -28792750.000000 Penalty: 4108.692871
	Iteration 27Q: 3 clusters Score -2.879275e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 303826 members 
Entering Unmasked Estep 
Score: -28792692.000000 Penalty: 4108.692871
	Iteration 28Q: 3 clusters Score -2.879269e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 304820 members 
Entering Unmasked Estep 
Score: -28792668.000000 Penalty: 4108.692871
	Iteration 29Q: 3 clusters Score -2.879267e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 305552 members 
Entering Unmasked Estep 
Score: -28792582.000000 Penalty: 4108.692871
	Iteration 30Q: 3 clusters Score -2.879258e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 306113 members 
Entering Unmasked Estep 
Score: -28792488.000000 Penalty: 4108.692871
	Iteration 31Q: 3 clusters Score -2.879249e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 306539 members 
Entering Unmasked Estep 
Score: -28792348.000000 Penalty: 4108.692871
	Iteration 32Q: 3 clusters Score -2.879235e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 306879 members 
Entering Unmasked Estep 
Score: -28792318.000000 Penalty: 4108.692871
	Iteration 33Q: 3 clusters Score -2.879232e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 307132 members 
Entering Unmasked Estep 
Score: -28792300.000000 Penalty: 4108.692871
	Iteration 34Q: 3 clusters Score -2.87923e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 307328 members 
Entering Unmasked Estep 
Score: -28792384.000000 Penalty: 4108.692871
	Iteration 35Q: 3 clusters Score -2.879238e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 307478 members 
Entering Unmasked Estep 
Score: -28792348.000000 Penalty: 4108.692871
	Iteration 36Q: 3 clusters Score -2.879235e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 307579 members 
Entering Unmasked Estep 
Score: -28792344.000000 Penalty: 4108.692871
	Iteration 37Q: 3 clusters Score -2.879234e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 307652 members 
Entering Unmasked Estep 
Score: -28792304.000000 Penalty: 4108.692871
	Iteration 38Q: 3 clusters Score -2.87923e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 307714 members 
Entering Unmasked Estep 
Score: -28792320.000000 Penalty: 4108.692871
	Iteration 39Q: 3 clusters Score -2.879232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 307770 members 
Entering Unmasked Estep 
Score: -28792248.000000 Penalty: 4108.692871
	Iteration 40F: 3 clusters Score -2.879225e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 307836 members 
Entering Unmasked Estep 
Score: -28792282.000000 Penalty: 4108.692871
	Iteration 41Q: 3 clusters Score -2.879228e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 307896 members 
Entering Unmasked Estep 
Score: -28792254.000000 Penalty: 4108.692871
	Iteration 42Q: 3 clusters Score -2.879225e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 307940 members 
Entering Unmasked Estep 
Score: -28792212.000000 Penalty: 4108.692871
	Iteration 43Q: 3 clusters Score -2.879221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 307957 members 
Entering Unmasked Estep 
Score: -28792212.000000 Penalty: 4108.692871
	Iteration 44Q: 3 clusters Score -2.879221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 307980 members 
Entering Unmasked Estep 
Score: -28792212.000000 Penalty: 4108.692871
	Iteration 45Q: 3 clusters Score -2.879221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 308009 members 
Entering Unmasked Estep 
Score: -28792232.000000 Penalty: 4108.692871
	Iteration 46Q: 3 clusters Score -2.879223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 308026 members 
Entering Unmasked Estep 
Score: -28792254.000000 Penalty: 4108.692871
	Iteration 47Q: 3 clusters Score -2.879225e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 308049 members 
Entering Unmasked Estep 
Score: -28792230.000000 Penalty: 4108.692871
	Iteration 48Q: 3 clusters Score -2.879223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 308069 members 
Entering Unmasked Estep 
Score: -28792228.000000 Penalty: 4108.692871
	Iteration 49Q: 3 clusters Score -2.879223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 308082 members 
Entering Unmasked Estep 
Score: -28792256.000000 Penalty: 4108.692871
	Iteration 50Q: 3 clusters Score -2.879226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 308098 members 
Entering Unmasked Estep 
Score: -28792230.000000 Penalty: 4108.692871
	Iteration 51Q: 3 clusters Score -2.879223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 308102 members 
Entering Unmasked Estep 
Score: -28792232.000000 Penalty: 4108.692871
	Iteration 52Q: 3 clusters Score -2.879223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 308106 members 
Entering Unmasked Estep 
Score: -28792258.000000 Penalty: 4108.692871
	Iteration 53Q: 3 clusters Score -2.879226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 308121 members 
Entering Unmasked Estep 
Score: -28792262.000000 Penalty: 4108.692871
	Iteration 54Q: 3 clusters Score -2.879226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 308132 members 
Entering Unmasked Estep 
Score: -28792258.000000 Penalty: 4108.692871
	Iteration 55Q: 3 clusters Score -2.879226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 308146 members 
Entering Unmasked Estep 
Score: -28792290.000000 Penalty: 4108.692871
	Iteration 56Q: 3 clusters Score -2.879229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 308162 members 
Entering Unmasked Estep 
Score: -28792284.000000 Penalty: 4108.692871
	Iteration 57Q: 3 clusters Score -2.879228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 308183 members 
Entering Unmasked Estep 
Score: -28792318.000000 Penalty: 4108.692871
	Iteration 58Q: 3 clusters Score -2.879232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 308195 members 
Entering Unmasked Estep 
Score: -28792314.000000 Penalty: 4108.692871
	Iteration 59Q: 3 clusters Score -2.879231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 308211 members 
Entering Unmasked Estep 
Score: -28792328.000000 Penalty: 4108.692871
	Iteration 60F: 3 clusters Score -2.879233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 308226 members 
Entering Unmasked Estep 
Score: -28792332.000000 Penalty: 4108.692871
	Iteration 61Q: 3 clusters Score -2.879233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 308235 members 
Entering Unmasked Estep 
Score: -28792334.000000 Penalty: 4108.692871
	Iteration 62Q: 3 clusters Score -2.879233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 308241 members 
Entering Unmasked Estep 
Score: -28792318.000000 Penalty: 4108.692871
	Iteration 63Q: 3 clusters Score -2.879232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 308252 members 
Entering Unmasked Estep 
Score: -28792306.000000 Penalty: 4108.692871
	Iteration 64Q: 3 clusters Score -2.879231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 308268 members 
Entering Unmasked Estep 
Score: -28792310.000000 Penalty: 4108.692871
	Iteration 65Q: 3 clusters Score -2.879231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 308273 members 
Entering Unmasked Estep 
Score: -28792310.000000 Penalty: 4108.692871
	Iteration 66Q: 3 clusters Score -2.879231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 308279 members 
Entering Unmasked Estep 
Score: -28792286.000000 Penalty: 4108.692871
	Iteration 67Q: 3 clusters Score -2.879229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 308277 members 
Entering Unmasked Estep 
Score: -28792282.000000 Penalty: 4108.692871
	Iteration 68Q: 3 clusters Score -2.879228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 308277 members 
Entering Unmasked Estep 
Score: -28792292.000000 Penalty: 4108.692871
	Iteration 69Q: 3 clusters Score -2.879229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 308278 members 
Entering Unmasked Estep 
Score: -28792292.000000 Penalty: 4108.692871
	Iteration 70Q: 3 clusters Score -2.879229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 308281 members 
Entering Unmasked Estep 
Score: -28792290.000000 Penalty: 4108.692871
	Iteration 71Q: 3 clusters Score -2.879229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 308284 members 
Entering Unmasked Estep 
Score: -28792276.000000 Penalty: 4108.692871
	Iteration 72Q: 3 clusters Score -2.879228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 308286 members 
Entering Unmasked Estep 
Score: -28792276.000000 Penalty: 4108.692871
	Iteration 73Q: 3 clusters Score -2.879228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 308290 members 
Entering Unmasked Estep 
Score: -28792264.000000 Penalty: 4108.692871
	Iteration 74Q: 3 clusters Score -2.879226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 308293 members 
Entering Unmasked Estep 
Score: -28792274.000000 Penalty: 4108.692871
	Iteration 75Q: 3 clusters Score -2.879227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 308293 members 
Entering Unmasked Estep 
Score: -28792286.000000 Penalty: 4108.692871
	Iteration 76Q: 3 clusters Score -2.879229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 308295 members 
Entering Unmasked Estep 
Score: -28792288.000000 Penalty: 4108.692871
	Iteration 77Q: 3 clusters Score -2.879229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 308296 members 
Entering Unmasked Estep 
Score: -28792282.000000 Penalty: 4108.692871
	Iteration 78Q: 3 clusters Score -2.879228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 308295 members 
Entering Unmasked Estep 
Score: -28792282.000000 Penalty: 4108.692871
	Iteration 79Q: 3 clusters Score -2.879228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 308293 members 
Entering Unmasked Estep 
Score: -28792284.000000 Penalty: 4108.692871
	Iteration 80F: 3 clusters Score -2.879228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 308295 members 
Entering Unmasked Estep 
Score: -28792280.000000 Penalty: 4108.692871
	Iteration 81Q: 3 clusters Score -2.879228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 308298 members 
Entering Unmasked Estep 
Score: -28792282.000000 Penalty: 4108.692871
	Iteration 82Q: 3 clusters Score -2.879228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 308297 members 
Entering Unmasked Estep 
Score: -28792280.000000 Penalty: 4108.692871
	Iteration 83Q: 3 clusters Score -2.879228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 308300 members 
Entering Unmasked Estep 
Score: -28792252.000000 Penalty: 4108.692871
	Iteration 84Q: 3 clusters Score -2.879225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 308307 members 
Entering Unmasked Estep 
Score: -28792238.000000 Penalty: 4108.692871
	Iteration 85Q: 3 clusters Score -2.879224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 308313 members 
Entering Unmasked Estep 
Score: -28792242.000000 Penalty: 4108.692871
	Iteration 86Q: 3 clusters Score -2.879224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 308314 members 
Entering Unmasked Estep 
Score: -28792236.000000 Penalty: 4108.692871
	Iteration 87Q: 3 clusters Score -2.879224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 308314 members 
Entering Unmasked Estep 
Score: -28792228.000000 Penalty: 4108.692871
	Iteration 88Q: 3 clusters Score -2.879223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 308316 members 
Entering Unmasked Estep 
Score: -28792244.000000 Penalty: 4108.692871
	Iteration 89Q: 3 clusters Score -2.879224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 308316 members 
Entering Unmasked Estep 
Score: -28792244.000000 Penalty: 4108.692871
	Iteration 90Q: 3 clusters Score -2.879224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 308317 members 
Entering Unmasked Estep 
Score: -28792236.000000 Penalty: 4108.692871
	Iteration 91Q: 3 clusters Score -2.879224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 308319 members 
Entering Unmasked Estep 
Score: -28792236.000000 Penalty: 4108.692871
	Iteration 92Q: 3 clusters Score -2.879224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 308320 members 
Entering Unmasked Estep 
Score: -28792238.000000 Penalty: 4108.692871
	Iteration 93Q: 3 clusters Score -2.879224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 308321 members 
Entering Unmasked Estep 
Score: -28792226.000000 Penalty: 4108.692871
	Iteration 94Q: 3 clusters Score -2.879223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 308320 members 
Entering Unmasked Estep 
Score: -28792236.000000 Penalty: 4108.692871
	Iteration 95Q: 3 clusters Score -2.879224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 308320 members 
Entering Unmasked Estep 
Score: -28792236.000000 Penalty: 4108.692871
	Iteration 96F: 3 clusters Score -2.879224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -48721.792969 Penalty: 1072.699951
	Iteration 0F: 2 clusters Score -48721.79 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 370 members 
Entering Unmasked Estep 
Score: -47617.031250 Penalty: 2145.399902
	Iteration 0F: 3 clusters Score -47617.03 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48236.515625 Penalty: 2145.399902
	Iteration 1F: 3 clusters Score -48236.52 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48512.554688 Penalty: 2145.399902
	Iteration 2F: 3 clusters Score -48512.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48738.648438 Penalty: 2145.399902
	Iteration 3F: 3 clusters Score -48738.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48831.562500 Penalty: 2145.399902
	Iteration 4Q: 3 clusters Score -48831.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48854.058594 Penalty: 2145.399902
	Iteration 5Q: 3 clusters Score -48854.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48875.894531 Penalty: 2145.399902
	Iteration 6Q: 3 clusters Score -48875.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48890.722656 Penalty: 2145.399902
	Iteration 7Q: 3 clusters Score -48890.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48902.808594 Penalty: 2145.399902
	Iteration 8Q: 3 clusters Score -48902.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48907.933594 Penalty: 2145.399902
	Iteration 9Q: 3 clusters Score -48907.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48916.808594 Penalty: 2145.399902
	Iteration 10Q: 3 clusters Score -48916.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48921.050781 Penalty: 2145.399902
	Iteration 11Q: 3 clusters Score -48921.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48924.687500 Penalty: 2145.399902
	Iteration 12Q: 3 clusters Score -48924.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48933.000000 Penalty: 2145.399902
	Iteration 13Q: 3 clusters Score -48933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48934.191406 Penalty: 2145.399902
	Iteration 14Q: 3 clusters Score -48934.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48934.515625 Penalty: 2145.399902
	Iteration 15F: 3 clusters Score -48934.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48938.882812 Penalty: 2145.399902
	Iteration 16Q: 3 clusters Score -48938.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48944.773438 Penalty: 2145.399902
	Iteration 17Q: 3 clusters Score -48944.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48950.042969 Penalty: 2145.399902
	Iteration 18Q: 3 clusters Score -48950.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48955.082031 Penalty: 2145.399902
	Iteration 19Q: 3 clusters Score -48955.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48955.082031 Penalty: 2145.399902
	Iteration 20F: 3 clusters Score -48955.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56290 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309320 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 43904 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 15082 members 
Mstep: Class 9 contains 104367 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35071 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12292 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13529 members 
Mstep: Class 17 contains 36317 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 16198 members 
Mstep: Class 20 contains 59875 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 282 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
Score: -66466880.000000 Penalty: 50438.820312
Splitting cluster 5 changes total score from -66467664.000000 to -66466880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (43904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Entering Unmasked Estep 
Score: -4163710.000000 Penalty: 1737.086182
	Iteration 0F: 2 clusters Score -4163710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4134211.500000 Penalty: 3474.172363
	Iteration 0F: 3 clusters Score -4134212 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4146011.000000 Penalty: 3474.172363
	Iteration 1F: 3 clusters Score -4146011 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4146458.000000 Penalty: 3474.172363
	Iteration 2Q: 3 clusters Score -4146458 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -4146937.500000 Penalty: 3474.172363
	Iteration 3Q: 3 clusters Score -4146938 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -4147578.500000 Penalty: 3474.172363
	Iteration 4Q: 3 clusters Score -4147578 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4148608.250000 Penalty: 3474.172363
	Iteration 5Q: 3 clusters Score -4148608 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -4150337.000000 Penalty: 3474.172363
	Iteration 6F: 3 clusters Score -4150337 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4152905.250000 Penalty: 3474.172363
	Iteration 7F: 3 clusters Score -4152905 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4156132.000000 Penalty: 3474.172363
	Iteration 8F: 3 clusters Score -4156132 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4159224.250000 Penalty: 3474.172363
	Iteration 9F: 3 clusters Score -4159224 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -4160974.000000 Penalty: 3474.172363
	Iteration 10Q: 3 clusters Score -4160974 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -4161749.250000 Penalty: 3474.172363
	Iteration 11Q: 3 clusters Score -4161749 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -4162136.250000 Penalty: 3474.172363
	Iteration 12Q: 3 clusters Score -4162136 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -4162365.250000 Penalty: 3474.172363
	Iteration 13Q: 3 clusters Score -4162365 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -4162515.500000 Penalty: 3474.172363
	Iteration 14Q: 3 clusters Score -4162516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -4162597.250000 Penalty: 3474.172363
	Iteration 15Q: 3 clusters Score -4162597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4162650.750000 Penalty: 3474.172363
	Iteration 16Q: 3 clusters Score -4162651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -4162692.000000 Penalty: 3474.172363
	Iteration 17Q: 3 clusters Score -4162692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -4162709.750000 Penalty: 3474.172363
	Iteration 18Q: 3 clusters Score -4162710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -4162729.250000 Penalty: 3474.172363
	Iteration 19Q: 3 clusters Score -4162729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -4162740.250000 Penalty: 3474.172363
	Iteration 20F: 3 clusters Score -4162740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -4162747.000000 Penalty: 3474.172363
	Iteration 21Q: 3 clusters Score -4162747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -4162755.250000 Penalty: 3474.172363
	Iteration 22Q: 3 clusters Score -4162755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -4162761.250000 Penalty: 3474.172363
	Iteration 23Q: 3 clusters Score -4162761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -4162762.500000 Penalty: 3474.172363
	Iteration 24Q: 3 clusters Score -4162762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -4162766.250000 Penalty: 3474.172363
	Iteration 25Q: 3 clusters Score -4162766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -4162772.000000 Penalty: 3474.172363
	Iteration 26Q: 3 clusters Score -4162772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -4162768.250000 Penalty: 3474.172363
	Iteration 27Q: 3 clusters Score -4162768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -4162769.250000 Penalty: 3474.172363
	Iteration 28Q: 3 clusters Score -4162769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -4162768.250000 Penalty: 3474.172363
	Iteration 29Q: 3 clusters Score -4162768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -4162767.000000 Penalty: 3474.172363
	Iteration 30Q: 3 clusters Score -4162767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -4162767.000000 Penalty: 3474.172363
	Iteration 31F: 3 clusters Score -4162767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -530291.250000 Penalty: 1409.751343
	Iteration 0F: 2 clusters Score -530291.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -525759.437500 Penalty: 2819.502686
	Iteration 0F: 3 clusters Score -525759.4 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -527028.312500 Penalty: 2819.502686
	Iteration 1F: 3 clusters Score -527028.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -527227.875000 Penalty: 2819.502686
	Iteration 2F: 3 clusters Score -527227.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -527355.187500 Penalty: 2819.502686
	Iteration 3Q: 3 clusters Score -527355.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -527452.187500 Penalty: 2819.502686
	Iteration 4Q: 3 clusters Score -527452.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -527536.625000 Penalty: 2819.502686
	Iteration 5Q: 3 clusters Score -527536.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -527626.562500 Penalty: 2819.502686
	Iteration 6Q: 3 clusters Score -527626.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -527709.750000 Penalty: 2819.502686
	Iteration 7Q: 3 clusters Score -527709.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -527790.500000 Penalty: 2819.502686
	Iteration 8Q: 3 clusters Score -527790.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -527869.812500 Penalty: 2819.502686
	Iteration 9Q: 3 clusters Score -527869.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -527942.812500 Penalty: 2819.502686
	Iteration 10Q: 3 clusters Score -527942.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -528028.250000 Penalty: 2819.502686
	Iteration 11Q: 3 clusters Score -528028.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -528137.500000 Penalty: 2819.502686
	Iteration 12Q: 3 clusters Score -528137.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -528262.062500 Penalty: 2819.502686
	Iteration 13Q: 3 clusters Score -528262.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -528405.562500 Penalty: 2819.502686
	Iteration 14Q: 3 clusters Score -528405.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -528525.750000 Penalty: 2819.502686
	Iteration 15Q: 3 clusters Score -528525.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -528659.937500 Penalty: 2819.502686
	Iteration 16Q: 3 clusters Score -528659.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -528795.312500 Penalty: 2819.502686
	Iteration 17Q: 3 clusters Score -528795.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -528897.250000 Penalty: 2819.502686
	Iteration 18Q: 3 clusters Score -528897.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -529001.375000 Penalty: 2819.502686
	Iteration 19Q: 3 clusters Score -529001.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -529085.375000 Penalty: 2819.502686
	Iteration 20F: 3 clusters Score -529085.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -529146.312500 Penalty: 2819.502686
	Iteration 21Q: 3 clusters Score -529146.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -529195.125000 Penalty: 2819.502686
	Iteration 22Q: 3 clusters Score -529195.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -529236.625000 Penalty: 2819.502686
	Iteration 23Q: 3 clusters Score -529236.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -529263.687500 Penalty: 2819.502686
	Iteration 24Q: 3 clusters Score -529263.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -529289.875000 Penalty: 2819.502686
	Iteration 25Q: 3 clusters Score -529289.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -529319.062500 Penalty: 2819.502686
	Iteration 26Q: 3 clusters Score -529319.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -529344.937500 Penalty: 2819.502686
	Iteration 27Q: 3 clusters Score -529344.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -529366.625000 Penalty: 2819.502686
	Iteration 28Q: 3 clusters Score -529366.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -529385.187500 Penalty: 2819.502686
	Iteration 29Q: 3 clusters Score -529385.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -529393.500000 Penalty: 2819.502686
	Iteration 30Q: 3 clusters Score -529393.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -529400.250000 Penalty: 2819.502686
	Iteration 31Q: 3 clusters Score -529400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -529405.312500 Penalty: 2819.502686
	Iteration 32Q: 3 clusters Score -529405.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -529409.625000 Penalty: 2819.502686
	Iteration 33Q: 3 clusters Score -529409.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -529413.812500 Penalty: 2819.502686
	Iteration 34Q: 3 clusters Score -529413.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -529417.000000 Penalty: 2819.502686
	Iteration 35Q: 3 clusters Score -529417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -529420.812500 Penalty: 2819.502686
	Iteration 36Q: 3 clusters Score -529420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -529426.312500 Penalty: 2819.502686
	Iteration 37Q: 3 clusters Score -529426.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -529432.875000 Penalty: 2819.502686
	Iteration 38Q: 3 clusters Score -529432.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -529438.437500 Penalty: 2819.502686
	Iteration 39Q: 3 clusters Score -529438.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -529442.875000 Penalty: 2819.502686
	Iteration 40F: 3 clusters Score -529442.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -529448.500000 Penalty: 2819.502686
	Iteration 41Q: 3 clusters Score -529448.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -529454.687500 Penalty: 2819.502686
	Iteration 42Q: 3 clusters Score -529454.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -529458.875000 Penalty: 2819.502686
	Iteration 43Q: 3 clusters Score -529458.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -529461.562500 Penalty: 2819.502686
	Iteration 44Q: 3 clusters Score -529461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -529465.187500 Penalty: 2819.502686
	Iteration 45Q: 3 clusters Score -529465.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -529470.375000 Penalty: 2819.502686
	Iteration 46Q: 3 clusters Score -529470.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -529476.000000 Penalty: 2819.502686
	Iteration 47Q: 3 clusters Score -529476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -529480.187500 Penalty: 2819.502686
	Iteration 48Q: 3 clusters Score -529480.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -529482.562500 Penalty: 2819.502686
	Iteration 49Q: 3 clusters Score -529482.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -529485.625000 Penalty: 2819.502686
	Iteration 50Q: 3 clusters Score -529485.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -529488.875000 Penalty: 2819.502686
	Iteration 51Q: 3 clusters Score -529488.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -529493.312500 Penalty: 2819.502686
	Iteration 52Q: 3 clusters Score -529493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -529495.750000 Penalty: 2819.502686
	Iteration 53Q: 3 clusters Score -529495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -529495.187500 Penalty: 2819.502686
	Iteration 54Q: 3 clusters Score -529495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -529495.562500 Penalty: 2819.502686
	Iteration 55Q: 3 clusters Score -529495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -529496.750000 Penalty: 2819.502686
	Iteration 56Q: 3 clusters Score -529496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -529496.625000 Penalty: 2819.502686
	Iteration 57Q: 3 clusters Score -529496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -529497.125000 Penalty: 2819.502686
	Iteration 58Q: 3 clusters Score -529497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -529497.125000 Penalty: 2819.502686
	Iteration 59F: 3 clusters Score -529497.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Entering Unmasked Estep 
Score: -1323364.000000 Penalty: 1563.454224
	Iteration 0F: 2 clusters Score -1323364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1312936.625000 Penalty: 3126.908447
	Iteration 0F: 3 clusters Score -1312937 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1316616.750000 Penalty: 3126.908447
	Iteration 1F: 3 clusters Score -1316617 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1316867.875000 Penalty: 3126.908447
	Iteration 2Q: 3 clusters Score -1316868 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1317074.875000 Penalty: 3126.908447
	Iteration 3Q: 3 clusters Score -1317075 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1317268.250000 Penalty: 3126.908447
	Iteration 4Q: 3 clusters Score -1317268 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1317460.750000 Penalty: 3126.908447
	Iteration 5Q: 3 clusters Score -1317461 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1317680.250000 Penalty: 3126.908447
	Iteration 6Q: 3 clusters Score -1317680 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1317925.750000 Penalty: 3126.908447
	Iteration 7Q: 3 clusters Score -1317926 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1318267.625000 Penalty: 3126.908447
	Iteration 8Q: 3 clusters Score -1318268 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1318730.000000 Penalty: 3126.908447
	Iteration 9F: 3 clusters Score -1318730 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1319317.375000 Penalty: 3126.908447
	Iteration 10F: 3 clusters Score -1319317 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1319999.375000 Penalty: 3126.908447
	Iteration 11F: 3 clusters Score -1319999 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1320651.875000 Penalty: 3126.908447
	Iteration 12F: 3 clusters Score -1320652 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1321182.875000 Penalty: 3126.908447
	Iteration 13Q: 3 clusters Score -1321183 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1321516.750000 Penalty: 3126.908447
	Iteration 14Q: 3 clusters Score -1321517 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1321694.250000 Penalty: 3126.908447
	Iteration 15Q: 3 clusters Score -1321694 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1321814.250000 Penalty: 3126.908447
	Iteration 16Q: 3 clusters Score -1321814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1321898.375000 Penalty: 3126.908447
	Iteration 17Q: 3 clusters Score -1321898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1321941.125000 Penalty: 3126.908447
	Iteration 18Q: 3 clusters Score -1321941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1321959.125000 Penalty: 3126.908447
	Iteration 19Q: 3 clusters Score -1321959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1321974.375000 Penalty: 3126.908447
	Iteration 20F: 3 clusters Score -1321974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1321997.750000 Penalty: 3126.908447
	Iteration 21Q: 3 clusters Score -1321998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1322013.000000 Penalty: 3126.908447
	Iteration 22Q: 3 clusters Score -1322013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1322018.250000 Penalty: 3126.908447
	Iteration 23Q: 3 clusters Score -1322018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1322019.625000 Penalty: 3126.908447
	Iteration 24Q: 3 clusters Score -1322020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1322021.250000 Penalty: 3126.908447
	Iteration 25Q: 3 clusters Score -1322021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1322021.625000 Penalty: 3126.908447
	Iteration 26Q: 3 clusters Score -1322022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1322021.000000 Penalty: 3126.908447
	Iteration 27Q: 3 clusters Score -1322021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1322021.000000 Penalty: 3126.908447
	Iteration 28F: 3 clusters Score -1322021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (104367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Entering Unmasked Estep 
Score: -9888085.000000 Penalty: 1877.796143
	Iteration 0F: 2 clusters Score -9888085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -9818273.000000 Penalty: 3755.592285
	Iteration 0F: 3 clusters Score -9818273 nChanged 49899
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9847385 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9848136 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9848992 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9850364 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9852242 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9855210 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -9859293.000000 Penalty: 3755.592285
	Iteration 7F: 3 clusters Score -9859293 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -9864856.000000 Penalty: 3755.592285
	Iteration 8F: 3 clusters Score -9864856 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -9871094.000000 Penalty: 3755.592285
	Iteration 9F: 3 clusters Score -9871094 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -9876831.000000 Penalty: 3755.592285
	Iteration 10F: 3 clusters Score -9876831 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9880428 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -9881853.000000 Penalty: 3755.592285
	Iteration 12Q: 3 clusters Score -9881853 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -9882516.000000 Penalty: 3755.592285
	Iteration 13Q: 3 clusters Score -9882516 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9882987 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -9883355.000000 Penalty: 3755.592285
	Iteration 15Q: 3 clusters Score -9883355 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9883648 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -9883866.000000 Penalty: 3755.592285
	Iteration 17Q: 3 clusters Score -9883866 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -9884030.000000 Penalty: 3755.592285
	Iteration 18Q: 3 clusters Score -9884030 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -9884132.000000 Penalty: 3755.592285
	Iteration 19Q: 3 clusters Score -9884132 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -9884300.000000 Penalty: 3755.592285
	Iteration 20F: 3 clusters Score -9884300 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -9884423.000000 Penalty: 3755.592285
	Iteration 21Q: 3 clusters Score -9884423 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -9884547.000000 Penalty: 3755.592285
	Iteration 22Q: 3 clusters Score -9884547 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -9884664.000000 Penalty: 3755.592285
	Iteration 23Q: 3 clusters Score -9884664 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -9884779.000000 Penalty: 3755.592285
	Iteration 24Q: 3 clusters Score -9884779 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9884900 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -9884926.000000 Penalty: 3755.592285
	Iteration 26Q: 3 clusters Score -9884926 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -9884993.000000 Penalty: 3755.592285
	Iteration 27Q: 3 clusters Score -9884993 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9885057 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -9885125.000000 Penalty: 3755.592285
	Iteration 29Q: 3 clusters Score -9885125 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -9885222.000000 Penalty: 3755.592285
	Iteration 30Q: 3 clusters Score -9885222 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -9885362.000000 Penalty: 3755.592285
	Iteration 31Q: 3 clusters Score -9885362 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9885472 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9885593 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -9885715.000000 Penalty: 3755.592285
	Iteration 34Q: 3 clusters Score -9885715 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9885839 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -9885949.000000 Penalty: 3755.592285
	Iteration 36Q: 3 clusters Score -9885949 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -9886040.000000 Penalty: 3755.592285
	Iteration 37Q: 3 clusters Score -9886040 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -9886137.000000 Penalty: 3755.592285
	Iteration 38Q: 3 clusters Score -9886137 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -9886200.000000 Penalty: 3755.592285
	Iteration 39Q: 3 clusters Score -9886200 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -9886287.000000 Penalty: 3755.592285
	Iteration 40F: 3 clusters Score -9886287 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -9886325.000000 Penalty: 3755.592285
	Iteration 41Q: 3 clusters Score -9886325 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9886372 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -9886463.000000 Penalty: 3755.592285
	Iteration 43Q: 3 clusters Score -9886463 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -9886498.000000 Penalty: 3755.592285
	Iteration 44Q: 3 clusters Score -9886498 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -9886562.000000 Penalty: 3755.592285
	Iteration 45Q: 3 clusters Score -9886562 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9886596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 99937 members 
Entering Unmasked Estep 
Score: -9886641.000000 Penalty: 3755.592285
	Iteration 47Q: 3 clusters Score -9886641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -9886686.000000 Penalty: 3755.592285
	Iteration 48Q: 3 clusters Score -9886686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 100204 members 
Entering Unmasked Estep 
Score: -9886731.000000 Penalty: 3755.592285
	Iteration 49Q: 3 clusters Score -9886731 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -9886754.000000 Penalty: 3755.592285
	Iteration 50Q: 3 clusters Score -9886754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9886764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9886785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
Score: -9886773.000000 Penalty: 3755.592285
	Iteration 53Q: 3 clusters Score -9886773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9886798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -9886813.000000 Penalty: 3755.592285
	Iteration 55Q: 3 clusters Score -9886813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -9886807.000000 Penalty: 3755.592285
	Iteration 56Q: 3 clusters Score -9886807 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -9886806.000000 Penalty: 3755.592285
	Iteration 57Q: 3 clusters Score -9886806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -9886828.000000 Penalty: 3755.592285
	Iteration 58Q: 3 clusters Score -9886828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9886828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -9886848.000000 Penalty: 3755.592285
	Iteration 60F: 3 clusters Score -9886848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 101007 members 
Entering Unmasked Estep 
Score: -9886866.000000 Penalty: 3755.592285
	Iteration 61Q: 3 clusters Score -9886866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -9886870.000000 Penalty: 3755.592285
	Iteration 62Q: 3 clusters Score -9886870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -9886876.000000 Penalty: 3755.592285
	Iteration 63Q: 3 clusters Score -9886876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -9886878.000000 Penalty: 3755.592285
	Iteration 64Q: 3 clusters Score -9886878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 101140 members 
Entering Unmasked Estep 
Score: -9886873.000000 Penalty: 3755.592285
	Iteration 65Q: 3 clusters Score -9886873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -9886871.000000 Penalty: 3755.592285
	Iteration 66Q: 3 clusters Score -9886871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -9886884.000000 Penalty: 3755.592285
	Iteration 67Q: 3 clusters Score -9886884 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -9886894.000000 Penalty: 3755.592285
	Iteration 68Q: 3 clusters Score -9886894 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9886894 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 101275 members 
Entering Unmasked Estep 
Score: -9886886.000000 Penalty: 3755.592285
	Iteration 70Q: 3 clusters Score -9886886 nChanged 36
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Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -9886900.000000 Penalty: 3755.592285
	Iteration 71Q: 3 clusters Score -9886900 nChanged 28
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Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -9886907.000000 Penalty: 3755.592285
	Iteration 72Q: 3 clusters Score -9886907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 101374 members 
Entering Unmasked Estep 
Score: -9886921.000000 Penalty: 3755.592285
	Iteration 73Q: 3 clusters Score -9886921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -9886920.000000 Penalty: 3755.592285
	Iteration 74Q: 3 clusters Score -9886920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -9886934.000000 Penalty: 3755.592285
	Iteration 75Q: 3 clusters Score -9886934 nChanged 10
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Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -9886939.000000 Penalty: 3755.592285
	Iteration 76Q: 3 clusters Score -9886939 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -9886935.000000 Penalty: 3755.592285
	Iteration 77Q: 3 clusters Score -9886935 nChanged 12
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Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 101440 members 
Entering Unmasked Estep 
Score: -9886955.000000 Penalty: 3755.592285
	Iteration 78Q: 3 clusters Score -9886955 nChanged 11
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Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -9886962.000000 Penalty: 3755.592285
	Iteration 79Q: 3 clusters Score -9886962 nChanged 13
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Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -9886959.000000 Penalty: 3755.592285
	Iteration 80F: 3 clusters Score -9886959 nChanged 9
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Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9886959 nChanged 10
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Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -9886958.000000 Penalty: 3755.592285
	Iteration 82Q: 3 clusters Score -9886958 nChanged 13
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Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -9886960.000000 Penalty: 3755.592285
	Iteration 83Q: 3 clusters Score -9886960 nChanged 14
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Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9886959 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 101531 members 
Entering Unmasked Estep 
Score: -9886969.000000 Penalty: 3755.592285
	Iteration 85Q: 3 clusters Score -9886969 nChanged 20
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Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -9886970.000000 Penalty: 3755.592285
	Iteration 86Q: 3 clusters Score -9886970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -9886964.000000 Penalty: 3755.592285
	Iteration 87Q: 3 clusters Score -9886964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -9886972.000000 Penalty: 3755.592285
	Iteration 88Q: 3 clusters Score -9886972 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -9886978.000000 Penalty: 3755.592285
	Iteration 89Q: 3 clusters Score -9886978 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 101627 members 
Entering Unmasked Estep 
Score: -9886980.000000 Penalty: 3755.592285
	Iteration 90Q: 3 clusters Score -9886980 nChanged 12
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Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -9886987.000000 Penalty: 3755.592285
	Iteration 91Q: 3 clusters Score -9886987 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9886987 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9886980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -9886976.000000 Penalty: 3755.592285
	Iteration 94Q: 3 clusters Score -9886976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 101711 members 
Entering Unmasked Estep 
Score: -9886959.000000 Penalty: 3755.592285
	Iteration 95Q: 3 clusters Score -9886959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -9886966.000000 Penalty: 3755.592285
	Iteration 96Q: 3 clusters Score -9886966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 101743 members 
Entering Unmasked Estep 
Score: -9886964.000000 Penalty: 3755.592285
	Iteration 97Q: 3 clusters Score -9886964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -9886964.000000 Penalty: 3755.592285
	Iteration 98Q: 3 clusters Score -9886964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -9886961.000000 Penalty: 3755.592285
	Iteration 99Q: 3 clusters Score -9886961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -9886973.000000 Penalty: 3755.592285
	Iteration 100F: 3 clusters Score -9886973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -9886981.000000 Penalty: 3755.592285
	Iteration 101Q: 3 clusters Score -9886981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 101790 members 
Entering Unmasked Estep 
Score: -9886977.000000 Penalty: 3755.592285
	Iteration 102Q: 3 clusters Score -9886977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -9886976.000000 Penalty: 3755.592285
	Iteration 103Q: 3 clusters Score -9886976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -9886975.000000 Penalty: 3755.592285
	Iteration 104Q: 3 clusters Score -9886975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 101801 members 
Entering Unmasked Estep 
Score: -9886982.000000 Penalty: 3755.592285
	Iteration 105Q: 3 clusters Score -9886982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -9886982.000000 Penalty: 3755.592285
	Iteration 106Q: 3 clusters Score -9886982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -9886988.000000 Penalty: 3755.592285
	Iteration 107Q: 3 clusters Score -9886988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -9886988.000000 Penalty: 3755.592285
	Iteration 108Q: 3 clusters Score -9886988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -9886992.000000 Penalty: 3755.592285
	Iteration 109Q: 3 clusters Score -9886992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 101811 members 
Entering Unmasked Estep 
Score: -9886991.000000 Penalty: 3755.592285
	Iteration 110Q: 3 clusters Score -9886991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 101815 members 
Entering Unmasked Estep 
Score: -9886990.000000 Penalty: 3755.592285
	Iteration 111Q: 3 clusters Score -9886990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -9886989.000000 Penalty: 3755.592285
	Iteration 112Q: 3 clusters Score -9886989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -9886999.000000 Penalty: 3755.592285
	Iteration 113Q: 3 clusters Score -9886999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 101821 members 
Entering Unmasked Estep 
Score: -9886994.000000 Penalty: 3755.592285
	Iteration 114Q: 3 clusters Score -9886994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -9886993.000000 Penalty: 3755.592285
	Iteration 115Q: 3 clusters Score -9886993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -9886995.000000 Penalty: 3755.592285
	Iteration 116Q: 3 clusters Score -9886995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -9886997.000000 Penalty: 3755.592285
	Iteration 117Q: 3 clusters Score -9886997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -9886998.000000 Penalty: 3755.592285
	Iteration 118Q: 3 clusters Score -9886998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -9886996.000000 Penalty: 3755.592285
	Iteration 119Q: 3 clusters Score -9886996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -9887002.000000 Penalty: 3755.592285
	Iteration 120F: 3 clusters Score -9887002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -9887003.000000 Penalty: 3755.592285
	Iteration 121Q: 3 clusters Score -9887003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -9887000.000000 Penalty: 3755.592285
	Iteration 122Q: 3 clusters Score -9887000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -9886996.000000 Penalty: 3755.592285
	Iteration 123Q: 3 clusters Score -9886996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 101856 members 
Entering Unmasked Estep 
Score: -9887000.000000 Penalty: 3755.592285
	Iteration 124Q: 3 clusters Score -9887000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -9887003.000000 Penalty: 3755.592285
	Iteration 125Q: 3 clusters Score -9887003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -9887007.000000 Penalty: 3755.592285
	Iteration 126Q: 3 clusters Score -9887007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -9887000.000000 Penalty: 3755.592285
	Iteration 127Q: 3 clusters Score -9887000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -9887000.000000 Penalty: 3755.592285
	Iteration 128Q: 3 clusters Score -9887000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -9886992.000000 Penalty: 3755.592285
	Iteration 129Q: 3 clusters Score -9886992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -9886997.000000 Penalty: 3755.592285
	Iteration 130Q: 3 clusters Score -9886997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 101871 members 
Entering Unmasked Estep 
Score: -9887004.000000 Penalty: 3755.592285
	Iteration 131Q: 3 clusters Score -9887004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -9887008.000000 Penalty: 3755.592285
	Iteration 132Q: 3 clusters Score -9887008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -9887013.000000 Penalty: 3755.592285
	Iteration 133Q: 3 clusters Score -9887013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -9887015.000000 Penalty: 3755.592285
	Iteration 134Q: 3 clusters Score -9887015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -9887016.000000 Penalty: 3755.592285
	Iteration 135Q: 3 clusters Score -9887016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -9887016.000000 Penalty: 3755.592285
	Iteration 136Q: 3 clusters Score -9887016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 101895 members 
Entering Unmasked Estep 
Score: -9887015.000000 Penalty: 3755.592285
	Iteration 137Q: 3 clusters Score -9887015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -9887017.000000 Penalty: 3755.592285
	Iteration 138Q: 3 clusters Score -9887017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
Score: -9887020.000000 Penalty: 3755.592285
	Iteration 139Q: 3 clusters Score -9887020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -9887023.000000 Penalty: 3755.592285
	Iteration 140F: 3 clusters Score -9887023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -9887021.000000 Penalty: 3755.592285
	Iteration 141Q: 3 clusters Score -9887021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -9887024.000000 Penalty: 3755.592285
	Iteration 142Q: 3 clusters Score -9887024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -9887020.000000 Penalty: 3755.592285
	Iteration 143Q: 3 clusters Score -9887020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -9887015.000000 Penalty: 3755.592285
	Iteration 144Q: 3 clusters Score -9887015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -9887005.000000 Penalty: 3755.592285
	Iteration 145Q: 3 clusters Score -9887005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -9887009.000000 Penalty: 3755.592285
	Iteration 146Q: 3 clusters Score -9887009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 101927 members 
Entering Unmasked Estep 
Score: -9887020.000000 Penalty: 3755.592285
	Iteration 147Q: 3 clusters Score -9887020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -9887018.000000 Penalty: 3755.592285
	Iteration 148Q: 3 clusters Score -9887018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 101931 members 
Entering Unmasked Estep 
Score: -9887019.000000 Penalty: 3755.592285
	Iteration 149Q: 3 clusters Score -9887019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -9887025.000000 Penalty: 3755.592285
	Iteration 150Q: 3 clusters Score -9887025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -9887030.000000 Penalty: 3755.592285
	Iteration 151Q: 3 clusters Score -9887030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -9887026.000000 Penalty: 3755.592285
	Iteration 152Q: 3 clusters Score -9887026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -9887029.000000 Penalty: 3755.592285
	Iteration 153Q: 3 clusters Score -9887029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 101946 members 
Entering Unmasked Estep 
Score: -9887030.000000 Penalty: 3755.592285
	Iteration 154Q: 3 clusters Score -9887030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -9887033.000000 Penalty: 3755.592285
	Iteration 155Q: 3 clusters Score -9887033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -9887033.000000 Penalty: 3755.592285
	Iteration 156F: 3 clusters Score -9887033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -63863.390625 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -63863.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -62628.484375 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -62628.48 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -62978.503906 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -62978.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -63072.765625 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -63072.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63180.246094 Penalty: 2180.919922
	Iteration 3F: 3 clusters Score -63180.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63316.226562 Penalty: 2180.919922
	Iteration 4F: 3 clusters Score -63316.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63418.472656 Penalty: 2180.919922
	Iteration 5F: 3 clusters Score -63418.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63478.074219 Penalty: 2180.919922
	Iteration 6F: 3 clusters Score -63478.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63505.125000 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -63505.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63512.453125 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -63512.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63514.773438 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -63514.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63516.343750 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -63516.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63517.222656 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -63517.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63518.421875 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -63518.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63526.199219 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -63526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63526.628906 Penalty: 2180.919922
	Iteration 14Q: 3 clusters Score -63526.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63527.542969 Penalty: 2180.919922
	Iteration 15Q: 3 clusters Score -63527.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63527.542969 Penalty: 2180.919922
	Iteration 16F: 3 clusters Score -63527.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Entering Unmasked Estep 
Score: -3328801.750000 Penalty: 1700.583618
	Iteration 0F: 2 clusters Score -3328802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3305257.750000 Penalty: 3401.167236
	Iteration 0F: 3 clusters Score -3305258 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3314386.000000 Penalty: 3401.167236
	Iteration 1F: 3 clusters Score -3314386 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3314910.500000 Penalty: 3401.167236
	Iteration 2Q: 3 clusters Score -3314910 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3315562.500000 Penalty: 3401.167236
	Iteration 3Q: 3 clusters Score -3315562 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3316298.250000 Penalty: 3401.167236
	Iteration 4Q: 3 clusters Score -3316298 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3317216.000000 Penalty: 3401.167236
	Iteration 5Q: 3 clusters Score -3317216 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3318467.000000 Penalty: 3401.167236
	Iteration 6F: 3 clusters Score -3318467 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3319924.000000 Penalty: 3401.167236
	Iteration 7F: 3 clusters Score -3319924 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3321383.250000 Penalty: 3401.167236
	Iteration 8F: 3 clusters Score -3321383 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3322542.750000 Penalty: 3401.167236
	Iteration 9F: 3 clusters Score -3322543 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3323232.750000 Penalty: 3401.167236
	Iteration 10Q: 3 clusters Score -3323233 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3323511.250000 Penalty: 3401.167236
	Iteration 11Q: 3 clusters Score -3323511 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3323683.000000 Penalty: 3401.167236
	Iteration 12Q: 3 clusters Score -3323683 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3323760.000000 Penalty: 3401.167236
	Iteration 13Q: 3 clusters Score -3323760 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3323807.750000 Penalty: 3401.167236
	Iteration 14Q: 3 clusters Score -3323808 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3323842.750000 Penalty: 3401.167236
	Iteration 15Q: 3 clusters Score -3323843 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3323883.750000 Penalty: 3401.167236
	Iteration 16Q: 3 clusters Score -3323884 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3323906.000000 Penalty: 3401.167236
	Iteration 17Q: 3 clusters Score -3323906 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3323927.000000 Penalty: 3401.167236
	Iteration 18Q: 3 clusters Score -3323927 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3323973.250000 Penalty: 3401.167236
	Iteration 19Q: 3 clusters Score -3323973 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3324013.750000 Penalty: 3401.167236
	Iteration 20F: 3 clusters Score -3324014 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3324034.750000 Penalty: 3401.167236
	Iteration 21Q: 3 clusters Score -3324035 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3324067.250000 Penalty: 3401.167236
	Iteration 22Q: 3 clusters Score -3324067 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3324092.500000 Penalty: 3401.167236
	Iteration 23Q: 3 clusters Score -3324092 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3324124.250000 Penalty: 3401.167236
	Iteration 24Q: 3 clusters Score -3324124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3324159.250000 Penalty: 3401.167236
	Iteration 25Q: 3 clusters Score -3324159 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3324185.750000 Penalty: 3401.167236
	Iteration 26Q: 3 clusters Score -3324186 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3324205.750000 Penalty: 3401.167236
	Iteration 27Q: 3 clusters Score -3324206 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3324237.750000 Penalty: 3401.167236
	Iteration 28Q: 3 clusters Score -3324238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3324247.500000 Penalty: 3401.167236
	Iteration 29Q: 3 clusters Score -3324248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -3324257.000000 Penalty: 3401.167236
	Iteration 30Q: 3 clusters Score -3324257 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3324260.000000 Penalty: 3401.167236
	Iteration 31Q: 3 clusters Score -3324260 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3324258.750000 Penalty: 3401.167236
	Iteration 32Q: 3 clusters Score -3324259 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3324272.750000 Penalty: 3401.167236
	Iteration 33Q: 3 clusters Score -3324273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3324289.250000 Penalty: 3401.167236
	Iteration 34Q: 3 clusters Score -3324289 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3324316.000000 Penalty: 3401.167236
	Iteration 35Q: 3 clusters Score -3324316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3324321.250000 Penalty: 3401.167236
	Iteration 36Q: 3 clusters Score -3324321 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3324321.750000 Penalty: 3401.167236
	Iteration 37Q: 3 clusters Score -3324322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3324345.250000 Penalty: 3401.167236
	Iteration 38Q: 3 clusters Score -3324345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3324356.000000 Penalty: 3401.167236
	Iteration 39Q: 3 clusters Score -3324356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3324360.000000 Penalty: 3401.167236
	Iteration 40F: 3 clusters Score -3324360 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3324391.750000 Penalty: 3401.167236
	Iteration 41Q: 3 clusters Score -3324392 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3324383.000000 Penalty: 3401.167236
	Iteration 42Q: 3 clusters Score -3324383 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3324384.750000 Penalty: 3401.167236
	Iteration 43Q: 3 clusters Score -3324385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3324410.500000 Penalty: 3401.167236
	Iteration 44Q: 3 clusters Score -3324410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3324430.000000 Penalty: 3401.167236
	Iteration 45Q: 3 clusters Score -3324430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3324436.750000 Penalty: 3401.167236
	Iteration 46Q: 3 clusters Score -3324437 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3324437.250000 Penalty: 3401.167236
	Iteration 47Q: 3 clusters Score -3324437 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3324458.000000 Penalty: 3401.167236
	Iteration 48Q: 3 clusters Score -3324458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3324468.500000 Penalty: 3401.167236
	Iteration 49Q: 3 clusters Score -3324468 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3324491.250000 Penalty: 3401.167236
	Iteration 50Q: 3 clusters Score -3324491 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3324495.500000 Penalty: 3401.167236
	Iteration 51Q: 3 clusters Score -3324496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3324522.250000 Penalty: 3401.167236
	Iteration 52Q: 3 clusters Score -3324522 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3324528.500000 Penalty: 3401.167236
	Iteration 53Q: 3 clusters Score -3324528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3324558.750000 Penalty: 3401.167236
	Iteration 54Q: 3 clusters Score -3324559 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3324580.750000 Penalty: 3401.167236
	Iteration 55Q: 3 clusters Score -3324581 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3324610.000000 Penalty: 3401.167236
	Iteration 56Q: 3 clusters Score -3324610 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3324630.250000 Penalty: 3401.167236
	Iteration 57Q: 3 clusters Score -3324630 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3324635.000000 Penalty: 3401.167236
	Iteration 58Q: 3 clusters Score -3324635 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3324651.500000 Penalty: 3401.167236
	Iteration 59Q: 3 clusters Score -3324652 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3324668.250000 Penalty: 3401.167236
	Iteration 60F: 3 clusters Score -3324668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3324689.500000 Penalty: 3401.167236
	Iteration 61Q: 3 clusters Score -3324690 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3324715.250000 Penalty: 3401.167236
	Iteration 62Q: 3 clusters Score -3324715 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3324740.500000 Penalty: 3401.167236
	Iteration 63Q: 3 clusters Score -3324740 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3324742.000000 Penalty: 3401.167236
	Iteration 64Q: 3 clusters Score -3324742 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3324756.000000 Penalty: 3401.167236
	Iteration 65Q: 3 clusters Score -3324756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3324785.500000 Penalty: 3401.167236
	Iteration 66Q: 3 clusters Score -3324786 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3324807.500000 Penalty: 3401.167236
	Iteration 67Q: 3 clusters Score -3324808 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3324833.750000 Penalty: 3401.167236
	Iteration 68Q: 3 clusters Score -3324834 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3324842.750000 Penalty: 3401.167236
	Iteration 69Q: 3 clusters Score -3324843 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3324868.000000 Penalty: 3401.167236
	Iteration 70Q: 3 clusters Score -3324868 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3324895.250000 Penalty: 3401.167236
	Iteration 71Q: 3 clusters Score -3324895 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3324942.000000 Penalty: 3401.167236
	Iteration 72Q: 3 clusters Score -3324942 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3324981.000000 Penalty: 3401.167236
	Iteration 73Q: 3 clusters Score -3324981 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3325023.250000 Penalty: 3401.167236
	Iteration 74Q: 3 clusters Score -3325023 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3325067.250000 Penalty: 3401.167236
	Iteration 75Q: 3 clusters Score -3325067 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3325113.250000 Penalty: 3401.167236
	Iteration 76Q: 3 clusters Score -3325113 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3325157.750000 Penalty: 3401.167236
	Iteration 77Q: 3 clusters Score -3325158 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3325200.250000 Penalty: 3401.167236
	Iteration 78Q: 3 clusters Score -3325200 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3325269.250000 Penalty: 3401.167236
	Iteration 79Q: 3 clusters Score -3325269 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3325331.750000 Penalty: 3401.167236
	Iteration 80F: 3 clusters Score -3325332 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3325369.750000 Penalty: 3401.167236
	Iteration 81Q: 3 clusters Score -3325370 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3325411.000000 Penalty: 3401.167236
	Iteration 82Q: 3 clusters Score -3325411 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3325465.000000 Penalty: 3401.167236
	Iteration 83Q: 3 clusters Score -3325465 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3325512.500000 Penalty: 3401.167236
	Iteration 84Q: 3 clusters Score -3325512 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -3325558.750000 Penalty: 3401.167236
	Iteration 85Q: 3 clusters Score -3325559 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3325616.500000 Penalty: 3401.167236
	Iteration 86Q: 3 clusters Score -3325616 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3325679.500000 Penalty: 3401.167236
	Iteration 87Q: 3 clusters Score -3325680 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3325735.250000 Penalty: 3401.167236
	Iteration 88Q: 3 clusters Score -3325735 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3325832.500000 Penalty: 3401.167236
	Iteration 89Q: 3 clusters Score -3325832 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -3325917.250000 Penalty: 3401.167236
	Iteration 90Q: 3 clusters Score -3325917 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3325984.250000 Penalty: 3401.167236
	Iteration 91Q: 3 clusters Score -3325984 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -3326070.250000 Penalty: 3401.167236
	Iteration 92Q: 3 clusters Score -3326070 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3326136.250000 Penalty: 3401.167236
	Iteration 93Q: 3 clusters Score -3326136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3326219.000000 Penalty: 3401.167236
	Iteration 94Q: 3 clusters Score -3326219 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3326325.500000 Penalty: 3401.167236
	Iteration 95Q: 3 clusters Score -3326326 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -3326423.750000 Penalty: 3401.167236
	Iteration 96Q: 3 clusters Score -3326424 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -3326531.000000 Penalty: 3401.167236
	Iteration 97Q: 3 clusters Score -3326531 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -3326653.750000 Penalty: 3401.167236
	Iteration 98Q: 3 clusters Score -3326654 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3326746.750000 Penalty: 3401.167236
	Iteration 99Q: 3 clusters Score -3326747 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -3326832.000000 Penalty: 3401.167236
	Iteration 100F: 3 clusters Score -3326832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -3326907.500000 Penalty: 3401.167236
	Iteration 101Q: 3 clusters Score -3326908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -3326977.250000 Penalty: 3401.167236
	Iteration 102Q: 3 clusters Score -3326977 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3327031.000000 Penalty: 3401.167236
	Iteration 103Q: 3 clusters Score -3327031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -3327085.750000 Penalty: 3401.167236
	Iteration 104Q: 3 clusters Score -3327086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -3327123.000000 Penalty: 3401.167236
	Iteration 105Q: 3 clusters Score -3327123 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3327154.500000 Penalty: 3401.167236
	Iteration 106Q: 3 clusters Score -3327154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -3327185.000000 Penalty: 3401.167236
	Iteration 107Q: 3 clusters Score -3327185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3327203.000000 Penalty: 3401.167236
	Iteration 108Q: 3 clusters Score -3327203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -3327219.000000 Penalty: 3401.167236
	Iteration 109Q: 3 clusters Score -3327219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -3327239.250000 Penalty: 3401.167236
	Iteration 110Q: 3 clusters Score -3327239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -3327252.000000 Penalty: 3401.167236
	Iteration 111Q: 3 clusters Score -3327252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -3327261.750000 Penalty: 3401.167236
	Iteration 112Q: 3 clusters Score -3327262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -3327273.500000 Penalty: 3401.167236
	Iteration 113Q: 3 clusters Score -3327274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -3327281.750000 Penalty: 3401.167236
	Iteration 114Q: 3 clusters Score -3327282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -3327287.500000 Penalty: 3401.167236
	Iteration 115Q: 3 clusters Score -3327288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -3327302.250000 Penalty: 3401.167236
	Iteration 116Q: 3 clusters Score -3327302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -3327307.250000 Penalty: 3401.167236
	Iteration 117Q: 3 clusters Score -3327307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -3327310.000000 Penalty: 3401.167236
	Iteration 118Q: 3 clusters Score -3327310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -3327316.250000 Penalty: 3401.167236
	Iteration 119Q: 3 clusters Score -3327316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -3327319.000000 Penalty: 3401.167236
	Iteration 120F: 3 clusters Score -3327319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -3327319.750000 Penalty: 3401.167236
	Iteration 121Q: 3 clusters Score -3327320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -3327326.500000 Penalty: 3401.167236
	Iteration 122Q: 3 clusters Score -3327326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -3327330.500000 Penalty: 3401.167236
	Iteration 123Q: 3 clusters Score -3327330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -3327333.750000 Penalty: 3401.167236
	Iteration 124Q: 3 clusters Score -3327334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -3327337.750000 Penalty: 3401.167236
	Iteration 125Q: 3 clusters Score -3327338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -3327340.500000 Penalty: 3401.167236
	Iteration 126Q: 3 clusters Score -3327340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -3327340.000000 Penalty: 3401.167236
	Iteration 127Q: 3 clusters Score -3327340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -3327342.500000 Penalty: 3401.167236
	Iteration 128Q: 3 clusters Score -3327342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -3327336.750000 Penalty: 3401.167236
	Iteration 129Q: 3 clusters Score -3327337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3327339.000000 Penalty: 3401.167236
	Iteration 130Q: 3 clusters Score -3327339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -3327343.250000 Penalty: 3401.167236
	Iteration 131Q: 3 clusters Score -3327343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -3327346.250000 Penalty: 3401.167236
	Iteration 132Q: 3 clusters Score -3327346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -3327342.250000 Penalty: 3401.167236
	Iteration 133Q: 3 clusters Score -3327342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -3327343.500000 Penalty: 3401.167236
	Iteration 134Q: 3 clusters Score -3327344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -3327346.250000 Penalty: 3401.167236
	Iteration 135Q: 3 clusters Score -3327346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -3327348.250000 Penalty: 3401.167236
	Iteration 136Q: 3 clusters Score -3327348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -3327352.500000 Penalty: 3401.167236
	Iteration 137Q: 3 clusters Score -3327352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -3327351.500000 Penalty: 3401.167236
	Iteration 138Q: 3 clusters Score -3327352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -3327357.000000 Penalty: 3401.167236
	Iteration 139Q: 3 clusters Score -3327357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -3327360.500000 Penalty: 3401.167236
	Iteration 140F: 3 clusters Score -3327360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -3327359.750000 Penalty: 3401.167236
	Iteration 141Q: 3 clusters Score -3327360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -3327360.750000 Penalty: 3401.167236
	Iteration 142Q: 3 clusters Score -3327361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3327363.000000 Penalty: 3401.167236
	Iteration 143Q: 3 clusters Score -3327363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3327363.000000 Penalty: 3401.167236
	Iteration 144F: 3 clusters Score -3327363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -35796.957031 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -35796.96 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 247 members 
Entering Unmasked Estep 
Score: -34851.542969 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -34851.54 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35008.707031 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -35008.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35116.597656 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -35116.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35217.285156 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -35217.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35346.257812 Penalty: 2008.505371
	Iteration 4F: 3 clusters Score -35346.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35408.851562 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -35408.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35491.351562 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -35491.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35565.957031 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -35565.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35610.820312 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -35610.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35626.441406 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -35626.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35635.382812 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -35635.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35639.437500 Penalty: 2008.505371
	Iteration 11Q: 3 clusters Score -35639.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35645.894531 Penalty: 2008.505371
	Iteration 12F: 3 clusters Score -35645.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35656.250000 Penalty: 2008.505371
	Iteration 13Q: 3 clusters Score -35656.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35668.683594 Penalty: 2008.505371
	Iteration 14Q: 3 clusters Score -35668.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35675.304688 Penalty: 2008.505371
	Iteration 15Q: 3 clusters Score -35675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35678.265625 Penalty: 2008.505371
	Iteration 16Q: 3 clusters Score -35678.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35678.265625 Penalty: 2008.505371
	Iteration 17F: 3 clusters Score -35678.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Entering Unmasked Estep 
Score: -1139888.625000 Penalty: 1530.214478
	Iteration 0F: 2 clusters Score -1139889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1131217.125000 Penalty: 3060.428955
	Iteration 0F: 3 clusters Score -1131217 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1134122.750000 Penalty: 3060.428955
	Iteration 1F: 3 clusters Score -1134123 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1134353.500000 Penalty: 3060.428955
	Iteration 2F: 3 clusters Score -1134354 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1134528.000000 Penalty: 3060.428955
	Iteration 3Q: 3 clusters Score -1134528 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1134701.500000 Penalty: 3060.428955
	Iteration 4Q: 3 clusters Score -1134702 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1134875.625000 Penalty: 3060.428955
	Iteration 5Q: 3 clusters Score -1134876 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1135064.875000 Penalty: 3060.428955
	Iteration 6Q: 3 clusters Score -1135065 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1135290.500000 Penalty: 3060.428955
	Iteration 7Q: 3 clusters Score -1135290 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1135558.625000 Penalty: 3060.428955
	Iteration 8Q: 3 clusters Score -1135559 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1135857.375000 Penalty: 3060.428955
	Iteration 9Q: 3 clusters Score -1135857 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1136115.375000 Penalty: 3060.428955
	Iteration 10Q: 3 clusters Score -1136115 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1136392.500000 Penalty: 3060.428955
	Iteration 11Q: 3 clusters Score -1136392 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1136624.375000 Penalty: 3060.428955
	Iteration 12Q: 3 clusters Score -1136624 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1136837.250000 Penalty: 3060.428955
	Iteration 13Q: 3 clusters Score -1136837 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1137010.250000 Penalty: 3060.428955
	Iteration 14Q: 3 clusters Score -1137010 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1137142.875000 Penalty: 3060.428955
	Iteration 15Q: 3 clusters Score -1137143 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1137243.750000 Penalty: 3060.428955
	Iteration 16Q: 3 clusters Score -1137244 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1137318.500000 Penalty: 3060.428955
	Iteration 17Q: 3 clusters Score -1137318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1137377.250000 Penalty: 3060.428955
	Iteration 18Q: 3 clusters Score -1137377 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1137426.375000 Penalty: 3060.428955
	Iteration 19Q: 3 clusters Score -1137426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1137484.375000 Penalty: 3060.428955
	Iteration 20F: 3 clusters Score -1137484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1137528.375000 Penalty: 3060.428955
	Iteration 21Q: 3 clusters Score -1137528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1137572.375000 Penalty: 3060.428955
	Iteration 22Q: 3 clusters Score -1137572 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1137621.625000 Penalty: 3060.428955
	Iteration 23Q: 3 clusters Score -1137622 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1137675.125000 Penalty: 3060.428955
	Iteration 24Q: 3 clusters Score -1137675 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1137732.125000 Penalty: 3060.428955
	Iteration 25Q: 3 clusters Score -1137732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1137770.500000 Penalty: 3060.428955
	Iteration 26Q: 3 clusters Score -1137770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1137817.375000 Penalty: 3060.428955
	Iteration 27Q: 3 clusters Score -1137817 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1137876.000000 Penalty: 3060.428955
	Iteration 28Q: 3 clusters Score -1137876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1137923.375000 Penalty: 3060.428955
	Iteration 29Q: 3 clusters Score -1137923 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1137981.250000 Penalty: 3060.428955
	Iteration 30Q: 3 clusters Score -1137981 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1138033.625000 Penalty: 3060.428955
	Iteration 31Q: 3 clusters Score -1138034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1138080.500000 Penalty: 3060.428955
	Iteration 32Q: 3 clusters Score -1138080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1138113.250000 Penalty: 3060.428955
	Iteration 33Q: 3 clusters Score -1138113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1138144.875000 Penalty: 3060.428955
	Iteration 34Q: 3 clusters Score -1138145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1138177.500000 Penalty: 3060.428955
	Iteration 35Q: 3 clusters Score -1138178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1138210.375000 Penalty: 3060.428955
	Iteration 36Q: 3 clusters Score -1138210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1138238.000000 Penalty: 3060.428955
	Iteration 37Q: 3 clusters Score -1138238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1138270.625000 Penalty: 3060.428955
	Iteration 38Q: 3 clusters Score -1138271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1138294.625000 Penalty: 3060.428955
	Iteration 39Q: 3 clusters Score -1138295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1138335.750000 Penalty: 3060.428955
	Iteration 40F: 3 clusters Score -1138336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1138367.250000 Penalty: 3060.428955
	Iteration 41Q: 3 clusters Score -1138367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1138397.125000 Penalty: 3060.428955
	Iteration 42Q: 3 clusters Score -1138397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1138420.625000 Penalty: 3060.428955
	Iteration 43Q: 3 clusters Score -1138421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1138431.500000 Penalty: 3060.428955
	Iteration 44Q: 3 clusters Score -1138432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1138438.875000 Penalty: 3060.428955
	Iteration 45Q: 3 clusters Score -1138439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1138448.375000 Penalty: 3060.428955
	Iteration 46Q: 3 clusters Score -1138448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1138460.000000 Penalty: 3060.428955
	Iteration 47Q: 3 clusters Score -1138460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1138468.000000 Penalty: 3060.428955
	Iteration 48Q: 3 clusters Score -1138468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1138482.125000 Penalty: 3060.428955
	Iteration 49Q: 3 clusters Score -1138482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1138489.750000 Penalty: 3060.428955
	Iteration 50Q: 3 clusters Score -1138490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1138494.125000 Penalty: 3060.428955
	Iteration 51Q: 3 clusters Score -1138494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1138498.750000 Penalty: 3060.428955
	Iteration 52Q: 3 clusters Score -1138499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1138508.125000 Penalty: 3060.428955
	Iteration 53Q: 3 clusters Score -1138508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1138517.375000 Penalty: 3060.428955
	Iteration 54Q: 3 clusters Score -1138517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1138530.125000 Penalty: 3060.428955
	Iteration 55Q: 3 clusters Score -1138530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1138542.500000 Penalty: 3060.428955
	Iteration 56Q: 3 clusters Score -1138542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1138547.375000 Penalty: 3060.428955
	Iteration 57Q: 3 clusters Score -1138547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1138555.000000 Penalty: 3060.428955
	Iteration 58Q: 3 clusters Score -1138555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1138559.375000 Penalty: 3060.428955
	Iteration 59Q: 3 clusters Score -1138559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1138561.875000 Penalty: 3060.428955
	Iteration 60F: 3 clusters Score -1138562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1138567.500000 Penalty: 3060.428955
	Iteration 61Q: 3 clusters Score -1138568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1138568.250000 Penalty: 3060.428955
	Iteration 62Q: 3 clusters Score -1138568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1138572.625000 Penalty: 3060.428955
	Iteration 63Q: 3 clusters Score -1138573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1138574.125000 Penalty: 3060.428955
	Iteration 64Q: 3 clusters Score -1138574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1138574.125000 Penalty: 3060.428955
	Iteration 65F: 3 clusters Score -1138574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -198968.890625 Penalty: 1265.719116
	Iteration 0F: 2 clusters Score -198968.9 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 1228 members 
Entering Unmasked Estep 
Score: -196626.750000 Penalty: 2531.438232
	Iteration 0F: 3 clusters Score -196626.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -197216.546875 Penalty: 2531.438232
	Iteration 1F: 3 clusters Score -197216.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -197399.875000 Penalty: 2531.438232
	Iteration 2F: 3 clusters Score -197399.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -197519.640625 Penalty: 2531.438232
	Iteration 3F: 3 clusters Score -197519.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -197615.828125 Penalty: 2531.438232
	Iteration 4F: 3 clusters Score -197615.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -197688.531250 Penalty: 2531.438232
	Iteration 5Q: 3 clusters Score -197688.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -197739.984375 Penalty: 2531.438232
	Iteration 6Q: 3 clusters Score -197740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -197789.218750 Penalty: 2531.438232
	Iteration 7Q: 3 clusters Score -197789.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -197838.093750 Penalty: 2531.438232
	Iteration 8Q: 3 clusters Score -197838.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -197884.250000 Penalty: 2531.438232
	Iteration 9Q: 3 clusters Score -197884.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -197925.859375 Penalty: 2531.438232
	Iteration 10Q: 3 clusters Score -197925.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -197959.500000 Penalty: 2531.438232
	Iteration 11Q: 3 clusters Score -197959.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -197985.078125 Penalty: 2531.438232
	Iteration 12Q: 3 clusters Score -197985.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -198014.890625 Penalty: 2531.438232
	Iteration 13Q: 3 clusters Score -198014.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -198032.593750 Penalty: 2531.438232
	Iteration 14Q: 3 clusters Score -198032.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -198046.093750 Penalty: 2531.438232
	Iteration 15Q: 3 clusters Score -198046.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -198054.296875 Penalty: 2531.438232
	Iteration 16Q: 3 clusters Score -198054.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -198059.500000 Penalty: 2531.438232
	Iteration 17Q: 3 clusters Score -198059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -198063.843750 Penalty: 2531.438232
	Iteration 18Q: 3 clusters Score -198063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -198068.828125 Penalty: 2531.438232
	Iteration 19Q: 3 clusters Score -198068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -198072.875000 Penalty: 2531.438232
	Iteration 20F: 3 clusters Score -198072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -198077.812500 Penalty: 2531.438232
	Iteration 21Q: 3 clusters Score -198077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -198082.390625 Penalty: 2531.438232
	Iteration 22Q: 3 clusters Score -198082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -198085.187500 Penalty: 2531.438232
	Iteration 23Q: 3 clusters Score -198085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -198086.593750 Penalty: 2531.438232
	Iteration 24Q: 3 clusters Score -198086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -198087.062500 Penalty: 2531.438232
	Iteration 25Q: 3 clusters Score -198087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -198087.437500 Penalty: 2531.438232
	Iteration 26Q: 3 clusters Score -198087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -198088.015625 Penalty: 2531.438232
	Iteration 27Q: 3 clusters Score -198088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -198088.015625 Penalty: 2531.438232
	Iteration 28F: 3 clusters Score -198088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -19239.080078 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -19239.08 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 213 members 
Entering Unmasked Estep 
Score: -18390.097656 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -18390.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18634.787109 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -18634.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18729.482422 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -18729.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18782.648438 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -18782.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18811.513672 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -18811.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18823.964844 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -18823.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18863.169922 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -18863.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18880.281250 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -18880.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18886.037109 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -18886.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18892.978516 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -18892.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18892.978516 Penalty: 1956.042847
	Iteration 10F: 3 clusters Score -18892.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Entering Unmasked Estep 
Score: -1282940.750000 Penalty: 1545.795898
	Iteration 0F: 2 clusters Score -1282941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1273420.000000 Penalty: 3091.591797
	Iteration 0F: 3 clusters Score -1273420 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1276814.375000 Penalty: 3091.591797
	Iteration 1F: 3 clusters Score -1276814 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1277190.625000 Penalty: 3091.591797
	Iteration 2F: 3 clusters Score -1277191 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1277586.500000 Penalty: 3091.591797
	Iteration 3F: 3 clusters Score -1277586 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1278023.125000 Penalty: 3091.591797
	Iteration 4F: 3 clusters Score -1278023 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1278468.875000 Penalty: 3091.591797
	Iteration 5F: 3 clusters Score -1278469 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1278999.125000 Penalty: 3091.591797
	Iteration 6F: 3 clusters Score -1278999 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1279538.625000 Penalty: 3091.591797
	Iteration 7F: 3 clusters Score -1279539 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1279984.125000 Penalty: 3091.591797
	Iteration 8F: 3 clusters Score -1279984 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1280271.500000 Penalty: 3091.591797
	Iteration 9Q: 3 clusters Score -1280272 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1280422.750000 Penalty: 3091.591797
	Iteration 10Q: 3 clusters Score -1280423 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1280505.125000 Penalty: 3091.591797
	Iteration 11Q: 3 clusters Score -1280505 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1280559.125000 Penalty: 3091.591797
	Iteration 12Q: 3 clusters Score -1280559 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1280617.500000 Penalty: 3091.591797
	Iteration 13Q: 3 clusters Score -1280618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1280675.125000 Penalty: 3091.591797
	Iteration 14Q: 3 clusters Score -1280675 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1280724.750000 Penalty: 3091.591797
	Iteration 15Q: 3 clusters Score -1280725 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1280778.000000 Penalty: 3091.591797
	Iteration 16Q: 3 clusters Score -1280778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1280824 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1280872 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1280917.875000 Penalty: 3091.591797
	Iteration 19Q: 3 clusters Score -1280918 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1280948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1280976 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1280998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1281020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1281042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1281058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1281069 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1281086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1281104 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1281117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1281125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1281136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1281139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1281137.000000 Penalty: 3091.591797
	Iteration 33Q: 3 clusters Score -1281137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1281142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1281144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1281144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1281148.875000 Penalty: 3091.591797
	Iteration 37Q: 3 clusters Score -1281149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1281157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1281158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1281160.875000 Penalty: 3091.591797
	Iteration 40F: 3 clusters Score -1281161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1281166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1281168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1281173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1281176 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1281175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1281181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1281182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1281183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1281187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1281189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1281192.000000 Penalty: 3091.591797
	Iteration 51Q: 3 clusters Score -1281192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1281195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1281194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1281198.625000 Penalty: 3091.591797
	Iteration 54Q: 3 clusters Score -1281199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1281198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1281201.875000 Penalty: 3091.591797
	Iteration 56Q: 3 clusters Score -1281202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1281207.250000 Penalty: 3091.591797
	Iteration 57Q: 3 clusters Score -1281207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1281213.000000 Penalty: 3091.591797
	Iteration 58Q: 3 clusters Score -1281213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1281217.750000 Penalty: 3091.591797
	Iteration 59Q: 3 clusters Score -1281218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1281215.125000 Penalty: 3091.591797
	Iteration 60F: 3 clusters Score -1281215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1281215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1281218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1281218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1281224.375000 Penalty: 3091.591797
	Iteration 64Q: 3 clusters Score -1281224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1281225.625000 Penalty: 3091.591797
	Iteration 65Q: 3 clusters Score -1281226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1281229.500000 Penalty: 3091.591797
	Iteration 66Q: 3 clusters Score -1281230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1281238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1281240.500000 Penalty: 3091.591797
	Iteration 68Q: 3 clusters Score -1281240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1281244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1281250.000000 Penalty: 3091.591797
	Iteration 70Q: 3 clusters Score -1281250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1281255.625000 Penalty: 3091.591797
	Iteration 71Q: 3 clusters Score -1281256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1281256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1281266.250000 Penalty: 3091.591797
	Iteration 73Q: 3 clusters Score -1281266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1281268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1281279.250000 Penalty: 3091.591797
	Iteration 75Q: 3 clusters Score -1281279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1281288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1281292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1281297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1281297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1281301.750000 Penalty: 3091.591797
	Iteration 80F: 3 clusters Score -1281302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1281311.125000 Penalty: 3091.591797
	Iteration 81Q: 3 clusters Score -1281311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1281322.125000 Penalty: 3091.591797
	Iteration 82Q: 3 clusters Score -1281322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1281325.250000 Penalty: 3091.591797
	Iteration 83Q: 3 clusters Score -1281325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1281331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1281340.000000 Penalty: 3091.591797
	Iteration 85Q: 3 clusters Score -1281340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1281351.250000 Penalty: 3091.591797
	Iteration 86Q: 3 clusters Score -1281351 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1281359.000000 Penalty: 3091.591797
	Iteration 87Q: 3 clusters Score -1281359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1281364.000000 Penalty: 3091.591797
	Iteration 88Q: 3 clusters Score -1281364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1281370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1281370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1281376.000000 Penalty: 3091.591797
	Iteration 91Q: 3 clusters Score -1281376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1281380.625000 Penalty: 3091.591797
	Iteration 92Q: 3 clusters Score -1281381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1281383.000000 Penalty: 3091.591797
	Iteration 93Q: 3 clusters Score -1281383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10411 members 
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Score: -1281384.875000 Penalty: 3091.591797
	Iteration 94Q: 3 clusters Score -1281385 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10435 members 
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Score: -1281386.000000 Penalty: 3091.591797
	Iteration 95Q: 3 clusters Score -1281386 nChanged 30
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Mstep: Class 1 contains 3064 members 
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	Iteration 96Q: 3 clusters Score -1281391 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1281402.125000 Penalty: 3091.591797
	Iteration 97Q: 3 clusters Score -1281402 nChanged 33
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Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1281404.625000 Penalty: 3091.591797
	Iteration 98Q: 3 clusters Score -1281405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1281409.250000 Penalty: 3091.591797
	Iteration 99Q: 3 clusters Score -1281409 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1281414.750000 Penalty: 3091.591797
	Iteration 100F: 3 clusters Score -1281415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1281419.000000 Penalty: 3091.591797
	Iteration 101Q: 3 clusters Score -1281419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1281421.000000 Penalty: 3091.591797
	Iteration 102Q: 3 clusters Score -1281421 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1281431.625000 Penalty: 3091.591797
	Iteration 103Q: 3 clusters Score -1281432 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1281430 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1281438.375000 Penalty: 3091.591797
	Iteration 105Q: 3 clusters Score -1281438 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1281443.000000 Penalty: 3091.591797
	Iteration 106Q: 3 clusters Score -1281443 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1281450.750000 Penalty: 3091.591797
	Iteration 107Q: 3 clusters Score -1281451 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1281453.500000 Penalty: 3091.591797
	Iteration 108Q: 3 clusters Score -1281454 nChanged 17
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Entering Unmasked Estep 
Score: -1281457.375000 Penalty: 3091.591797
	Iteration 109Q: 3 clusters Score -1281457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1281459.625000 Penalty: 3091.591797
	Iteration 110Q: 3 clusters Score -1281460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1281463.375000 Penalty: 3091.591797
	Iteration 111Q: 3 clusters Score -1281463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1281465.750000 Penalty: 3091.591797
	Iteration 112Q: 3 clusters Score -1281466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1281473.750000 Penalty: 3091.591797
	Iteration 113Q: 3 clusters Score -1281474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1281474.500000 Penalty: 3091.591797
	Iteration 114Q: 3 clusters Score -1281474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1281475.000000 Penalty: 3091.591797
	Iteration 115Q: 3 clusters Score -1281475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1281474.000000 Penalty: 3091.591797
	Iteration 116Q: 3 clusters Score -1281474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1281476.875000 Penalty: 3091.591797
	Iteration 117Q: 3 clusters Score -1281477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1281479.250000 Penalty: 3091.591797
	Iteration 118Q: 3 clusters Score -1281479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1281479.250000 Penalty: 3091.591797
	Iteration 119Q: 3 clusters Score -1281479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1281479.875000 Penalty: 3091.591797
	Iteration 120F: 3 clusters Score -1281480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1281479.500000 Penalty: 3091.591797
	Iteration 121Q: 3 clusters Score -1281480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1281478.250000 Penalty: 3091.591797
	Iteration 122Q: 3 clusters Score -1281478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1281480.875000 Penalty: 3091.591797
	Iteration 123Q: 3 clusters Score -1281481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1281482.750000 Penalty: 3091.591797
	Iteration 124Q: 3 clusters Score -1281483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1281483.000000 Penalty: 3091.591797
	Iteration 125Q: 3 clusters Score -1281483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1281484.375000 Penalty: 3091.591797
	Iteration 126Q: 3 clusters Score -1281484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1281482.750000 Penalty: 3091.591797
	Iteration 127Q: 3 clusters Score -1281483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1281483.500000 Penalty: 3091.591797
	Iteration 128Q: 3 clusters Score -1281484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1281485.250000 Penalty: 3091.591797
	Iteration 129Q: 3 clusters Score -1281485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1281485.000000 Penalty: 3091.591797
	Iteration 130Q: 3 clusters Score -1281485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1281486.750000 Penalty: 3091.591797
	Iteration 131Q: 3 clusters Score -1281487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1281490.250000 Penalty: 3091.591797
	Iteration 132Q: 3 clusters Score -1281490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1281489.750000 Penalty: 3091.591797
	Iteration 133Q: 3 clusters Score -1281490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1281491.125000 Penalty: 3091.591797
	Iteration 134Q: 3 clusters Score -1281491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1281490.500000 Penalty: 3091.591797
	Iteration 135Q: 3 clusters Score -1281490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1281492.875000 Penalty: 3091.591797
	Iteration 136Q: 3 clusters Score -1281493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1281493.500000 Penalty: 3091.591797
	Iteration 137Q: 3 clusters Score -1281494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1281495.000000 Penalty: 3091.591797
	Iteration 138Q: 3 clusters Score -1281495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1281493.000000 Penalty: 3091.591797
	Iteration 139Q: 3 clusters Score -1281493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1281493.500000 Penalty: 3091.591797
	Iteration 140F: 3 clusters Score -1281494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1281493.125000 Penalty: 3091.591797
	Iteration 141Q: 3 clusters Score -1281493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1281497.125000 Penalty: 3091.591797
	Iteration 142Q: 3 clusters Score -1281497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1281498.125000 Penalty: 3091.591797
	Iteration 143Q: 3 clusters Score -1281498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1281497.625000 Penalty: 3091.591797
	Iteration 144Q: 3 clusters Score -1281498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1281501.625000 Penalty: 3091.591797
	Iteration 145Q: 3 clusters Score -1281502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1281500.000000 Penalty: 3091.591797
	Iteration 146Q: 3 clusters Score -1281500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1281499.625000 Penalty: 3091.591797
	Iteration 147Q: 3 clusters Score -1281500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1281500.250000 Penalty: 3091.591797
	Iteration 148Q: 3 clusters Score -1281500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1281500.000000 Penalty: 3091.591797
	Iteration 149Q: 3 clusters Score -1281500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1281499.250000 Penalty: 3091.591797
	Iteration 150Q: 3 clusters Score -1281499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1281499.875000 Penalty: 3091.591797
	Iteration 151Q: 3 clusters Score -1281500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1281500.875000 Penalty: 3091.591797
	Iteration 152Q: 3 clusters Score -1281501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1281504.500000 Penalty: 3091.591797
	Iteration 153Q: 3 clusters Score -1281504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1281505.500000 Penalty: 3091.591797
	Iteration 154Q: 3 clusters Score -1281506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1281504.875000 Penalty: 3091.591797
	Iteration 155Q: 3 clusters Score -1281505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1281504.875000 Penalty: 3091.591797
	Iteration 156F: 3 clusters Score -1281505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Entering Unmasked Estep 
Score: -3445770.250000 Penalty: 1706.256714
	Iteration 0F: 2 clusters Score -3445770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3421381.250000 Penalty: 3412.513428
	Iteration 0F: 3 clusters Score -3421381 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3430670.750000 Penalty: 3412.513428
	Iteration 1F: 3 clusters Score -3430671 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3431061.500000 Penalty: 3412.513428
	Iteration 2Q: 3 clusters Score -3431062 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3431454.750000 Penalty: 3412.513428
	Iteration 3Q: 3 clusters Score -3431455 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3431883.000000 Penalty: 3412.513428
	Iteration 4Q: 3 clusters Score -3431883 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3432483.500000 Penalty: 3412.513428
	Iteration 5Q: 3 clusters Score -3432484 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3433308.250000 Penalty: 3412.513428
	Iteration 6Q: 3 clusters Score -3433308 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3434389.250000 Penalty: 3412.513428
	Iteration 7Q: 3 clusters Score -3434389 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3435873.750000 Penalty: 3412.513428
	Iteration 8F: 3 clusters Score -3435874 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3437677.500000 Penalty: 3412.513428
	Iteration 9F: 3 clusters Score -3437678 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3439454.000000 Penalty: 3412.513428
	Iteration 10F: 3 clusters Score -3439454 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3440551.750000 Penalty: 3412.513428
	Iteration 11F: 3 clusters Score -3440552 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3441095.750000 Penalty: 3412.513428
	Iteration 12Q: 3 clusters Score -3441096 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3441437.500000 Penalty: 3412.513428
	Iteration 13Q: 3 clusters Score -3441438 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3441646.250000 Penalty: 3412.513428
	Iteration 14Q: 3 clusters Score -3441646 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3441863.250000 Penalty: 3412.513428
	Iteration 15Q: 3 clusters Score -3441863 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3441980.500000 Penalty: 3412.513428
	Iteration 16Q: 3 clusters Score -3441980 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3442112.500000 Penalty: 3412.513428
	Iteration 17Q: 3 clusters Score -3442112 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3442243.750000 Penalty: 3412.513428
	Iteration 18Q: 3 clusters Score -3442244 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3442349.500000 Penalty: 3412.513428
	Iteration 19Q: 3 clusters Score -3442350 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3442445.750000 Penalty: 3412.513428
	Iteration 20F: 3 clusters Score -3442446 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3442543.250000 Penalty: 3412.513428
	Iteration 21Q: 3 clusters Score -3442543 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3442614.500000 Penalty: 3412.513428
	Iteration 22Q: 3 clusters Score -3442614 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3442701.000000 Penalty: 3412.513428
	Iteration 23Q: 3 clusters Score -3442701 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3442765.250000 Penalty: 3412.513428
	Iteration 24Q: 3 clusters Score -3442765 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3442845.000000 Penalty: 3412.513428
	Iteration 25Q: 3 clusters Score -3442845 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3442907.250000 Penalty: 3412.513428
	Iteration 26Q: 3 clusters Score -3442907 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3442956.250000 Penalty: 3412.513428
	Iteration 27Q: 3 clusters Score -3442956 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3442999.250000 Penalty: 3412.513428
	Iteration 28Q: 3 clusters Score -3442999 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3443057.250000 Penalty: 3412.513428
	Iteration 29Q: 3 clusters Score -3443057 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3443110.000000 Penalty: 3412.513428
	Iteration 30Q: 3 clusters Score -3443110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3443154.000000 Penalty: 3412.513428
	Iteration 31Q: 3 clusters Score -3443154 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3443193.750000 Penalty: 3412.513428
	Iteration 32Q: 3 clusters Score -3443194 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3443244.000000 Penalty: 3412.513428
	Iteration 33Q: 3 clusters Score -3443244 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3443317.500000 Penalty: 3412.513428
	Iteration 34Q: 3 clusters Score -3443318 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3443373.250000 Penalty: 3412.513428
	Iteration 35Q: 3 clusters Score -3443373 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3443402.750000 Penalty: 3412.513428
	Iteration 36Q: 3 clusters Score -3443403 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3443472.000000 Penalty: 3412.513428
	Iteration 37Q: 3 clusters Score -3443472 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3443501.750000 Penalty: 3412.513428
	Iteration 38Q: 3 clusters Score -3443502 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3443555.500000 Penalty: 3412.513428
	Iteration 39Q: 3 clusters Score -3443556 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3443597.250000 Penalty: 3412.513428
	Iteration 40F: 3 clusters Score -3443597 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3443628.500000 Penalty: 3412.513428
	Iteration 41Q: 3 clusters Score -3443628 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3443666.250000 Penalty: 3412.513428
	Iteration 42Q: 3 clusters Score -3443666 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3443728.500000 Penalty: 3412.513428
	Iteration 43Q: 3 clusters Score -3443728 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3443771.000000 Penalty: 3412.513428
	Iteration 44Q: 3 clusters Score -3443771 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3443808.750000 Penalty: 3412.513428
	Iteration 45Q: 3 clusters Score -3443809 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3443841.250000 Penalty: 3412.513428
	Iteration 46Q: 3 clusters Score -3443841 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3443887.250000 Penalty: 3412.513428
	Iteration 47Q: 3 clusters Score -3443887 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3443925.750000 Penalty: 3412.513428
	Iteration 48Q: 3 clusters Score -3443926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3443955.750000 Penalty: 3412.513428
	Iteration 49Q: 3 clusters Score -3443956 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3443992.000000 Penalty: 3412.513428
	Iteration 50Q: 3 clusters Score -3443992 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3444010.750000 Penalty: 3412.513428
	Iteration 51Q: 3 clusters Score -3444011 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3444053.000000 Penalty: 3412.513428
	Iteration 52Q: 3 clusters Score -3444053 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3444083.750000 Penalty: 3412.513428
	Iteration 53Q: 3 clusters Score -3444084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3444118.000000 Penalty: 3412.513428
	Iteration 54Q: 3 clusters Score -3444118 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3444143.750000 Penalty: 3412.513428
	Iteration 55Q: 3 clusters Score -3444144 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3444186.250000 Penalty: 3412.513428
	Iteration 56Q: 3 clusters Score -3444186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3444198.750000 Penalty: 3412.513428
	Iteration 57Q: 3 clusters Score -3444199 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3444230.000000 Penalty: 3412.513428
	Iteration 58Q: 3 clusters Score -3444230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3444257.250000 Penalty: 3412.513428
	Iteration 59Q: 3 clusters Score -3444257 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3444283.000000 Penalty: 3412.513428
	Iteration 60F: 3 clusters Score -3444283 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3444300.750000 Penalty: 3412.513428
	Iteration 61Q: 3 clusters Score -3444301 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3444331.750000 Penalty: 3412.513428
	Iteration 62Q: 3 clusters Score -3444332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3444338.250000 Penalty: 3412.513428
	Iteration 63Q: 3 clusters Score -3444338 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3444364.750000 Penalty: 3412.513428
	Iteration 64Q: 3 clusters Score -3444365 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3444392.750000 Penalty: 3412.513428
	Iteration 65Q: 3 clusters Score -3444393 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3444410.000000 Penalty: 3412.513428
	Iteration 66Q: 3 clusters Score -3444410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3444436.000000 Penalty: 3412.513428
	Iteration 67Q: 3 clusters Score -3444436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3444459.750000 Penalty: 3412.513428
	Iteration 68Q: 3 clusters Score -3444460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3444486.750000 Penalty: 3412.513428
	Iteration 69Q: 3 clusters Score -3444487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3444510.000000 Penalty: 3412.513428
	Iteration 70Q: 3 clusters Score -3444510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3444522.500000 Penalty: 3412.513428
	Iteration 71Q: 3 clusters Score -3444522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3444544.500000 Penalty: 3412.513428
	Iteration 72Q: 3 clusters Score -3444544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3444556.750000 Penalty: 3412.513428
	Iteration 73Q: 3 clusters Score -3444557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3444569.000000 Penalty: 3412.513428
	Iteration 74Q: 3 clusters Score -3444569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3444576.500000 Penalty: 3412.513428
	Iteration 75Q: 3 clusters Score -3444576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3444589.000000 Penalty: 3412.513428
	Iteration 76Q: 3 clusters Score -3444589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3444601.750000 Penalty: 3412.513428
	Iteration 77Q: 3 clusters Score -3444602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3444615.000000 Penalty: 3412.513428
	Iteration 78Q: 3 clusters Score -3444615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3444622.000000 Penalty: 3412.513428
	Iteration 79Q: 3 clusters Score -3444622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3444631.000000 Penalty: 3412.513428
	Iteration 80F: 3 clusters Score -3444631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3444642.500000 Penalty: 3412.513428
	Iteration 81Q: 3 clusters Score -3444642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3444651.250000 Penalty: 3412.513428
	Iteration 82Q: 3 clusters Score -3444651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3444655.750000 Penalty: 3412.513428
	Iteration 83Q: 3 clusters Score -3444656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3444653.500000 Penalty: 3412.513428
	Iteration 84Q: 3 clusters Score -3444654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3444650.750000 Penalty: 3412.513428
	Iteration 85Q: 3 clusters Score -3444651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3444653.750000 Penalty: 3412.513428
	Iteration 86Q: 3 clusters Score -3444654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3444655.750000 Penalty: 3412.513428
	Iteration 87Q: 3 clusters Score -3444656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3444653.000000 Penalty: 3412.513428
	Iteration 88Q: 3 clusters Score -3444653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3444657.500000 Penalty: 3412.513428
	Iteration 89Q: 3 clusters Score -3444658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3444667.250000 Penalty: 3412.513428
	Iteration 90Q: 3 clusters Score -3444667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3444674.250000 Penalty: 3412.513428
	Iteration 91Q: 3 clusters Score -3444674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3444673.000000 Penalty: 3412.513428
	Iteration 92Q: 3 clusters Score -3444673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3444673.250000 Penalty: 3412.513428
	Iteration 93Q: 3 clusters Score -3444673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3444672.500000 Penalty: 3412.513428
	Iteration 94Q: 3 clusters Score -3444672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3444673.250000 Penalty: 3412.513428
	Iteration 95Q: 3 clusters Score -3444673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3444672.250000 Penalty: 3412.513428
	Iteration 96Q: 3 clusters Score -3444672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3444674.500000 Penalty: 3412.513428
	Iteration 97Q: 3 clusters Score -3444674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3444680.500000 Penalty: 3412.513428
	Iteration 98Q: 3 clusters Score -3444680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3444675.500000 Penalty: 3412.513428
	Iteration 99Q: 3 clusters Score -3444676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3444677.500000 Penalty: 3412.513428
	Iteration 100F: 3 clusters Score -3444678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -99558.914062 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -99558.91 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 592 members 
Entering Unmasked Estep 
Score: -97997.007812 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -97997.01 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98300.007812 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -98300.01 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98377.117188 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -98377.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -98452.914062 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -98452.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98580.046875 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -98580.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -98823.218750 Penalty: 2305.626465
	Iteration 5F: 3 clusters Score -98823.22 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99191.671875 Penalty: 2305.626465
	Iteration 6F: 3 clusters Score -99191.67 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -99515.757812 Penalty: 2305.626465
	Iteration 7F: 3 clusters Score -99515.76 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99761.570312 Penalty: 2305.626465
	Iteration 8F: 3 clusters Score -99761.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -99849.085938 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -99849.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -99885.398438 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -99885.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -99901.429688 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -99901.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -99908.742188 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -99908.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -99910.062500 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -99910.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -99913.484375 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -99913.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -99916.257812 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -99916.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -99919.070312 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -99919.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99922.632812 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -99922.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -99930.218750 Penalty: 2305.626465
	Iteration 18Q: 3 clusters Score -99930.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -99933.820312 Penalty: 2305.626465
	Iteration 19Q: 3 clusters Score -99933.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -99933.820312 Penalty: 2305.626465
	Iteration 20F: 3 clusters Score -99933.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56290 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309320 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43904 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 15082 members 
Mstep: Class 9 contains 104367 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35071 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12292 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13529 members 
Mstep: Class 17 contains 36317 members 
Mstep: Class 18 contains 469 members 
Mstep: Class 19 contains 16198 members 
Mstep: Class 20 contains 59875 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
Score: -66467152.000000 Penalty: 50438.820312
Splitting cluster 18 changes total score from -66467664.000000 to -66467152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (16198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Entering Unmasked Estep 
Score: -1487326.750000 Penalty: 1575.054565
	Iteration 0F: 2 clusters Score -1487327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1476062.750000 Penalty: 3150.109131
	Iteration 0F: 3 clusters Score -1476063 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1479967.500000 Penalty: 3150.109131
	Iteration 1F: 3 clusters Score -1479968 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1480215.000000 Penalty: 3150.109131
	Iteration 2Q: 3 clusters Score -1480215 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1480434.625000 Penalty: 3150.109131
	Iteration 3Q: 3 clusters Score -1480435 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1480641.750000 Penalty: 3150.109131
	Iteration 4Q: 3 clusters Score -1480642 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1480854.000000 Penalty: 3150.109131
	Iteration 5Q: 3 clusters Score -1480854 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1481102.000000 Penalty: 3150.109131
	Iteration 6Q: 3 clusters Score -1481102 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1481421.375000 Penalty: 3150.109131
	Iteration 7Q: 3 clusters Score -1481421 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1481867.750000 Penalty: 3150.109131
	Iteration 8Q: 3 clusters Score -1481868 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1482462.375000 Penalty: 3150.109131
	Iteration 9F: 3 clusters Score -1482462 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1483204.000000 Penalty: 3150.109131
	Iteration 10F: 3 clusters Score -1483204 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1483981.875000 Penalty: 3150.109131
	Iteration 11F: 3 clusters Score -1483982 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1484714.125000 Penalty: 3150.109131
	Iteration 12F: 3 clusters Score -1484714 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1485195.875000 Penalty: 3150.109131
	Iteration 13Q: 3 clusters Score -1485196 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1485533.875000 Penalty: 3150.109131
	Iteration 14Q: 3 clusters Score -1485534 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1485701.375000 Penalty: 3150.109131
	Iteration 15Q: 3 clusters Score -1485701 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1485812.125000 Penalty: 3150.109131
	Iteration 16Q: 3 clusters Score -1485812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1485859.375000 Penalty: 3150.109131
	Iteration 17Q: 3 clusters Score -1485859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1485898.000000 Penalty: 3150.109131
	Iteration 18Q: 3 clusters Score -1485898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1485917.625000 Penalty: 3150.109131
	Iteration 19Q: 3 clusters Score -1485918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1485929.625000 Penalty: 3150.109131
	Iteration 20F: 3 clusters Score -1485930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1485935.000000 Penalty: 3150.109131
	Iteration 21Q: 3 clusters Score -1485935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1485936.500000 Penalty: 3150.109131
	Iteration 22Q: 3 clusters Score -1485936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1485936.625000 Penalty: 3150.109131
	Iteration 23Q: 3 clusters Score -1485937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1485947.000000 Penalty: 3150.109131
	Iteration 24Q: 3 clusters Score -1485947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1485955.750000 Penalty: 3150.109131
	Iteration 25Q: 3 clusters Score -1485956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1485956.750000 Penalty: 3150.109131
	Iteration 26Q: 3 clusters Score -1485957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1485962.125000 Penalty: 3150.109131
	Iteration 27Q: 3 clusters Score -1485962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1485965.250000 Penalty: 3150.109131
	Iteration 28Q: 3 clusters Score -1485965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1485967.000000 Penalty: 3150.109131
	Iteration 29Q: 3 clusters Score -1485967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1485970.375000 Penalty: 3150.109131
	Iteration 30Q: 3 clusters Score -1485970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1485972.500000 Penalty: 3150.109131
	Iteration 31Q: 3 clusters Score -1485972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1485972.875000 Penalty: 3150.109131
	Iteration 32Q: 3 clusters Score -1485973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1485972.875000 Penalty: 3150.109131
	Iteration 33F: 3 clusters Score -1485973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Entering Unmasked Estep 
Score: -5684102.000000 Penalty: 1787.502319
	Iteration 0F: 2 clusters Score -5684102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5644106.500000 Penalty: 3575.004639
	Iteration 0F: 3 clusters Score -5644106 nChanged 28130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -5660505.000000 Penalty: 3575.004639
	Iteration 1F: 3 clusters Score -5660505 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -5661191.000000 Penalty: 3575.004639
	Iteration 2Q: 3 clusters Score -5661191 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5662100.000000 Penalty: 3575.004639
	Iteration 3Q: 3 clusters Score -5662100 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -5663513.000000 Penalty: 3575.004639
	Iteration 4F: 3 clusters Score -5663513 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -5665749.500000 Penalty: 3575.004639
	Iteration 5F: 3 clusters Score -5665750 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -5669128.000000 Penalty: 3575.004639
	Iteration 6F: 3 clusters Score -5669128 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -5673218.000000 Penalty: 3575.004639
	Iteration 7F: 3 clusters Score -5673218 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -5676848.000000 Penalty: 3575.004639
	Iteration 8F: 3 clusters Score -5676848 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -5679099.000000 Penalty: 3575.004639
	Iteration 9Q: 3 clusters Score -5679099 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -5680214.500000 Penalty: 3575.004639
	Iteration 10Q: 3 clusters Score -5680214 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -5680730.000000 Penalty: 3575.004639
	Iteration 11Q: 3 clusters Score -5680730 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -5681062.500000 Penalty: 3575.004639
	Iteration 12Q: 3 clusters Score -5681062 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -5681344.000000 Penalty: 3575.004639
	Iteration 13Q: 3 clusters Score -5681344 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5681534.500000 Penalty: 3575.004639
	Iteration 14Q: 3 clusters Score -5681534 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -5681683.000000 Penalty: 3575.004639
	Iteration 15Q: 3 clusters Score -5681683 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -5681818.000000 Penalty: 3575.004639
	Iteration 16Q: 3 clusters Score -5681818 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -5681951.000000 Penalty: 3575.004639
	Iteration 17Q: 3 clusters Score -5681951 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -5682064.500000 Penalty: 3575.004639
	Iteration 18Q: 3 clusters Score -5682064 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -5682178.000000 Penalty: 3575.004639
	Iteration 19Q: 3 clusters Score -5682178 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -5682233.000000 Penalty: 3575.004639
	Iteration 20F: 3 clusters Score -5682233 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -5682290.000000 Penalty: 3575.004639
	Iteration 21Q: 3 clusters Score -5682290 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -5682332.000000 Penalty: 3575.004639
	Iteration 22Q: 3 clusters Score -5682332 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -5682366.500000 Penalty: 3575.004639
	Iteration 23Q: 3 clusters Score -5682366 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -5682372.500000 Penalty: 3575.004639
	Iteration 24Q: 3 clusters Score -5682372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -5682386.000000 Penalty: 3575.004639
	Iteration 25Q: 3 clusters Score -5682386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -5682413.500000 Penalty: 3575.004639
	Iteration 26Q: 3 clusters Score -5682414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -5682462.500000 Penalty: 3575.004639
	Iteration 27Q: 3 clusters Score -5682462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -5682473.000000 Penalty: 3575.004639
	Iteration 28Q: 3 clusters Score -5682473 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -5682483.500000 Penalty: 3575.004639
	Iteration 29Q: 3 clusters Score -5682484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -5682500.000000 Penalty: 3575.004639
	Iteration 30Q: 3 clusters Score -5682500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -5682508.500000 Penalty: 3575.004639
	Iteration 31Q: 3 clusters Score -5682508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -5682506.500000 Penalty: 3575.004639
	Iteration 32Q: 3 clusters Score -5682506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -5682523.000000 Penalty: 3575.004639
	Iteration 33Q: 3 clusters Score -5682523 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -5682539.000000 Penalty: 3575.004639
	Iteration 34Q: 3 clusters Score -5682539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -5682534.500000 Penalty: 3575.004639
	Iteration 35Q: 3 clusters Score -5682534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -5682549.000000 Penalty: 3575.004639
	Iteration 36Q: 3 clusters Score -5682549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -5682556.500000 Penalty: 3575.004639
	Iteration 37Q: 3 clusters Score -5682556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -5682559.500000 Penalty: 3575.004639
	Iteration 38Q: 3 clusters Score -5682560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -5682560.000000 Penalty: 3575.004639
	Iteration 39Q: 3 clusters Score -5682560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -5682547.000000 Penalty: 3575.004639
	Iteration 40F: 3 clusters Score -5682547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -5682549.500000 Penalty: 3575.004639
	Iteration 41Q: 3 clusters Score -5682550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -5682568.500000 Penalty: 3575.004639
	Iteration 42Q: 3 clusters Score -5682568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -5682578.500000 Penalty: 3575.004639
	Iteration 43Q: 3 clusters Score -5682578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -5682594.500000 Penalty: 3575.004639
	Iteration 44Q: 3 clusters Score -5682594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -5682605.500000 Penalty: 3575.004639
	Iteration 45Q: 3 clusters Score -5682606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -5682604.000000 Penalty: 3575.004639
	Iteration 46Q: 3 clusters Score -5682604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -5682614.500000 Penalty: 3575.004639
	Iteration 47Q: 3 clusters Score -5682614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -5682610.000000 Penalty: 3575.004639
	Iteration 48Q: 3 clusters Score -5682610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -5682614.500000 Penalty: 3575.004639
	Iteration 49Q: 3 clusters Score -5682614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -5682616.000000 Penalty: 3575.004639
	Iteration 50Q: 3 clusters Score -5682616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -5682610.500000 Penalty: 3575.004639
	Iteration 51Q: 3 clusters Score -5682610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -5682615.500000 Penalty: 3575.004639
	Iteration 52Q: 3 clusters Score -5682616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -5682611.000000 Penalty: 3575.004639
	Iteration 53Q: 3 clusters Score -5682611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -5682616.500000 Penalty: 3575.004639
	Iteration 54Q: 3 clusters Score -5682616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -5682614.500000 Penalty: 3575.004639
	Iteration 55Q: 3 clusters Score -5682614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -5682615.000000 Penalty: 3575.004639
	Iteration 56Q: 3 clusters Score -5682615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -5682611.000000 Penalty: 3575.004639
	Iteration 57Q: 3 clusters Score -5682611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -5682617.500000 Penalty: 3575.004639
	Iteration 58Q: 3 clusters Score -5682618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -5682617.000000 Penalty: 3575.004639
	Iteration 59Q: 3 clusters Score -5682617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -5682621.000000 Penalty: 3575.004639
	Iteration 60F: 3 clusters Score -5682621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -5682617.000000 Penalty: 3575.004639
	Iteration 61Q: 3 clusters Score -5682617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -5682626.000000 Penalty: 3575.004639
	Iteration 62Q: 3 clusters Score -5682626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -5682623.500000 Penalty: 3575.004639
	Iteration 63Q: 3 clusters Score -5682624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -5682626.000000 Penalty: 3575.004639
	Iteration 64Q: 3 clusters Score -5682626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -5682625.500000 Penalty: 3575.004639
	Iteration 65Q: 3 clusters Score -5682626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -5682629.000000 Penalty: 3575.004639
	Iteration 66Q: 3 clusters Score -5682629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -5682638.500000 Penalty: 3575.004639
	Iteration 67Q: 3 clusters Score -5682638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -5682643.500000 Penalty: 3575.004639
	Iteration 68Q: 3 clusters Score -5682644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -5682644.000000 Penalty: 3575.004639
	Iteration 69Q: 3 clusters Score -5682644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -5682668.500000 Penalty: 3575.004639
	Iteration 70Q: 3 clusters Score -5682668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -5682680.500000 Penalty: 3575.004639
	Iteration 71Q: 3 clusters Score -5682680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -5682682.000000 Penalty: 3575.004639
	Iteration 72Q: 3 clusters Score -5682682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -5682681.500000 Penalty: 3575.004639
	Iteration 73Q: 3 clusters Score -5682682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -5682688.000000 Penalty: 3575.004639
	Iteration 74Q: 3 clusters Score -5682688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -5682692.500000 Penalty: 3575.004639
	Iteration 75Q: 3 clusters Score -5682692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -5682696.500000 Penalty: 3575.004639
	Iteration 76Q: 3 clusters Score -5682696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -5682700.500000 Penalty: 3575.004639
	Iteration 77Q: 3 clusters Score -5682700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -5682710.500000 Penalty: 3575.004639
	Iteration 78Q: 3 clusters Score -5682710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -5682713.500000 Penalty: 3575.004639
	Iteration 79Q: 3 clusters Score -5682714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -5682709.000000 Penalty: 3575.004639
	Iteration 80F: 3 clusters Score -5682709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -5682714.500000 Penalty: 3575.004639
	Iteration 81Q: 3 clusters Score -5682714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -5682726.000000 Penalty: 3575.004639
	Iteration 82Q: 3 clusters Score -5682726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -5682723.500000 Penalty: 3575.004639
	Iteration 83Q: 3 clusters Score -5682724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -5682730.000000 Penalty: 3575.004639
	Iteration 84Q: 3 clusters Score -5682730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -5682725.500000 Penalty: 3575.004639
	Iteration 85Q: 3 clusters Score -5682726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -5682725.000000 Penalty: 3575.004639
	Iteration 86Q: 3 clusters Score -5682725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -5682735.000000 Penalty: 3575.004639
	Iteration 87Q: 3 clusters Score -5682735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -5682731.000000 Penalty: 3575.004639
	Iteration 88Q: 3 clusters Score -5682731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -5682733.000000 Penalty: 3575.004639
	Iteration 89Q: 3 clusters Score -5682733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -5682729.500000 Penalty: 3575.004639
	Iteration 90Q: 3 clusters Score -5682730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -5682735.500000 Penalty: 3575.004639
	Iteration 91Q: 3 clusters Score -5682736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -5682736.500000 Penalty: 3575.004639
	Iteration 92Q: 3 clusters Score -5682736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -5682735.500000 Penalty: 3575.004639
	Iteration 93Q: 3 clusters Score -5682736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -5682742.500000 Penalty: 3575.004639
	Iteration 94Q: 3 clusters Score -5682742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -5682740.000000 Penalty: 3575.004639
	Iteration 95Q: 3 clusters Score -5682740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -5682742.000000 Penalty: 3575.004639
	Iteration 96Q: 3 clusters Score -5682742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -5682744.000000 Penalty: 3575.004639
	Iteration 97Q: 3 clusters Score -5682744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -5682746.000000 Penalty: 3575.004639
	Iteration 98Q: 3 clusters Score -5682746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -5682745.500000 Penalty: 3575.004639
	Iteration 99Q: 3 clusters Score -5682746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -5682743.500000 Penalty: 3575.004639
	Iteration 100F: 3 clusters Score -5682744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -5682743.000000 Penalty: 3575.004639
	Iteration 101Q: 3 clusters Score -5682743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -5682746.500000 Penalty: 3575.004639
	Iteration 102Q: 3 clusters Score -5682746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -5682752.500000 Penalty: 3575.004639
	Iteration 103Q: 3 clusters Score -5682752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -5682748.500000 Penalty: 3575.004639
	Iteration 104Q: 3 clusters Score -5682748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -5682748.000000 Penalty: 3575.004639
	Iteration 105Q: 3 clusters Score -5682748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -5682752.000000 Penalty: 3575.004639
	Iteration 106Q: 3 clusters Score -5682752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -5682753.000000 Penalty: 3575.004639
	Iteration 107Q: 3 clusters Score -5682753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -5682752.500000 Penalty: 3575.004639
	Iteration 108Q: 3 clusters Score -5682752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -5682753.500000 Penalty: 3575.004639
	Iteration 109Q: 3 clusters Score -5682754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -5682755.000000 Penalty: 3575.004639
	Iteration 110Q: 3 clusters Score -5682755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -5682767.000000 Penalty: 3575.004639
	Iteration 111Q: 3 clusters Score -5682767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -5682764.500000 Penalty: 3575.004639
	Iteration 112Q: 3 clusters Score -5682764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -5682766.000000 Penalty: 3575.004639
	Iteration 113Q: 3 clusters Score -5682766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -5682770.000000 Penalty: 3575.004639
	Iteration 114Q: 3 clusters Score -5682770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -5682769.000000 Penalty: 3575.004639
	Iteration 115Q: 3 clusters Score -5682769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -5682773.000000 Penalty: 3575.004639
	Iteration 116Q: 3 clusters Score -5682773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -5682775.000000 Penalty: 3575.004639
	Iteration 117Q: 3 clusters Score -5682775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -5682783.500000 Penalty: 3575.004639
	Iteration 118Q: 3 clusters Score -5682784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -5682780.000000 Penalty: 3575.004639
	Iteration 119Q: 3 clusters Score -5682780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -5682786.000000 Penalty: 3575.004639
	Iteration 120F: 3 clusters Score -5682786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -5682787.500000 Penalty: 3575.004639
	Iteration 121Q: 3 clusters Score -5682788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -5682786.500000 Penalty: 3575.004639
	Iteration 122Q: 3 clusters Score -5682786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -5682788.500000 Penalty: 3575.004639
	Iteration 123Q: 3 clusters Score -5682788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -5682793.000000 Penalty: 3575.004639
	Iteration 124Q: 3 clusters Score -5682793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -5682793.000000 Penalty: 3575.004639
	Iteration 125F: 3 clusters Score -5682793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10325.390625 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -10325.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9675.396484 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -9675.396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9811.202148 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -9811.202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9906.675781 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -9906.676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9976.179688 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -9976.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10036.775391 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -10036.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10096.688477 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -10096.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10170.800781 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -10170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10228.095703 Penalty: 1689.511475
	Iteration 7Q: 3 clusters Score -10228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10231.650391 Penalty: 1689.511475
	Iteration 8Q: 3 clusters Score -10231.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10231.650391 Penalty: 1689.511475
	Iteration 9F: 3 clusters Score -10231.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -131538.281250 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -131538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129790.835938 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -129790.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130106.460938 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -130106.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -130198.945312 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -130198.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130239.921875 Penalty: 2370.893311
	Iteration 3Q: 3 clusters Score -130239.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130277.906250 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -130277.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130306.679688 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -130306.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -130321.984375 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -130322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -130332.031250 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -130332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -130336.500000 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -130336.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -130340.820312 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -130340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130344.460938 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -130344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -130349.132812 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -130349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -130350.781250 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -130350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -130354.664062 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -130354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -130356.492188 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -130356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -130356.851562 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -130356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -130357.242188 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -130357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -130358.679688 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -130358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -130359.585938 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -130359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -130359.585938 Penalty: 2370.893311
	Iteration 19F: 3 clusters Score -130359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56290 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309320 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43904 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 15082 members 
Mstep: Class 9 contains 104367 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35071 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12292 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13529 members 
Mstep: Class 17 contains 36317 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 16198 members 
Mstep: Class 20 contains 59875 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467784.000000 Penalty: 48245.828125
Iteration 119Q: 23 clusters Score -6.646778e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56272 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309292 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43926 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 15046 members 
Mstep: Class 9 contains 104364 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35068 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12286 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13532 members 
Mstep: Class 17 contains 36325 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 16256 members 
Mstep: Class 20 contains 59873 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467784.000000 Penalty: 48245.828125
Iteration 120F: 23 clusters Score -6.646778e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56250 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 309271 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43955 members 
Mstep: Class 7 contains 5861 members 
Mstep: Class 8 contains 15011 members 
Mstep: Class 9 contains 104347 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35067 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12289 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 36324 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 16316 members 
Mstep: Class 20 contains 59877 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467832.000000 Penalty: 48245.828125
Iteration 121Q: 23 clusters Score -6.646783e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56219 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309287 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43968 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 14977 members 
Mstep: Class 9 contains 104319 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35066 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12289 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13537 members 
Mstep: Class 17 contains 36325 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16380 members 
Mstep: Class 20 contains 59879 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467832.000000 Penalty: 48245.828125
Iteration 122Q: 23 clusters Score -6.646783e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56197 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309288 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 43987 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 14940 members 
Mstep: Class 9 contains 104297 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35067 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12284 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13540 members 
Mstep: Class 17 contains 36324 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16443 members 
Mstep: Class 20 contains 59881 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467880.000000 Penalty: 48245.828125
Iteration 123Q: 23 clusters Score -6.646788e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56177 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309286 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44005 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 14904 members 
Mstep: Class 9 contains 104282 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35065 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 14 contains 2402 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13538 members 
Mstep: Class 17 contains 36325 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16501 members 
Mstep: Class 20 contains 59888 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467892.000000 Penalty: 48245.828125
Iteration 124Q: 23 clusters Score -6.646789e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56165 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 309270 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 14873 members 
Mstep: Class 9 contains 104264 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35064 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13542 members 
Mstep: Class 17 contains 36332 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16541 members 
Mstep: Class 20 contains 59899 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467972.000000 Penalty: 48245.828125
Iteration 125Q: 23 clusters Score -6.646797e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56154 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 309250 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44045 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 104256 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35062 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13545 members 
Mstep: Class 17 contains 36335 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16582 members 
Mstep: Class 20 contains 59908 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467856.000000 Penalty: 48245.828125
Iteration 126Q: 23 clusters Score -6.646786e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56141 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 309241 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44061 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 14805 members 
Mstep: Class 9 contains 104240 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35063 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13543 members 
Mstep: Class 17 contains 36339 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16630 members 
Mstep: Class 20 contains 59918 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467832.000000 Penalty: 48245.828125
Iteration 127Q: 23 clusters Score -6.646783e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56122 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 309237 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44080 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 14773 members 
Mstep: Class 9 contains 104228 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35065 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13543 members 
Mstep: Class 17 contains 36345 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16680 members 
Mstep: Class 20 contains 59925 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467916.000000 Penalty: 48245.828125
Iteration 128Q: 23 clusters Score -6.646792e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56109 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 309213 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44091 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 14738 members 
Mstep: Class 9 contains 104223 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35069 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13544 members 
Mstep: Class 17 contains 36352 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16739 members 
Mstep: Class 20 contains 59932 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468048.000000 Penalty: 48245.828125
Iteration 129Q: 23 clusters Score -6.646805e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56101 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 309203 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44100 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 14705 members 
Mstep: Class 9 contains 104222 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13541 members 
Mstep: Class 17 contains 36358 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16797 members 
Mstep: Class 20 contains 59933 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468112.000000 Penalty: 48245.828125
Iteration 130Q: 23 clusters Score -6.646811e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56091 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 309204 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44108 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 14672 members 
Mstep: Class 9 contains 104220 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35079 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13540 members 
Mstep: Class 17 contains 36365 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16848 members 
Mstep: Class 20 contains 59924 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468092.000000 Penalty: 48245.828125
Iteration 131Q: 23 clusters Score -6.646809e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56091 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 309198 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44113 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 104215 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35087 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12197 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13538 members 
Mstep: Class 17 contains 36368 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16887 members 
Mstep: Class 20 contains 59921 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468080.000000 Penalty: 48245.828125
Iteration 132Q: 23 clusters Score -6.646808e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56086 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 309200 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44117 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 14617 members 
Mstep: Class 9 contains 104211 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35093 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12184 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13537 members 
Mstep: Class 17 contains 36374 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16919 members 
Mstep: Class 20 contains 59915 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468124.000000 Penalty: 48245.828125
Iteration 133Q: 23 clusters Score -6.646812e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56077 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 309177 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44123 members 
Mstep: Class 7 contains 5870 members 
Mstep: Class 8 contains 14602 members 
Mstep: Class 9 contains 104206 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35100 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 36378 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16957 members 
Mstep: Class 20 contains 59918 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468204.000000 Penalty: 48245.828125
Iteration 134Q: 23 clusters Score -6.64682e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56073 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 309158 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44139 members 
Mstep: Class 7 contains 5877 members 
Mstep: Class 8 contains 14590 members 
Mstep: Class 9 contains 104198 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35101 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12162 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 36379 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 16982 members 
Mstep: Class 20 contains 59923 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468176.000000 Penalty: 48245.828125
Iteration 135Q: 23 clusters Score -6.646818e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56068 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309170 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44149 members 
Mstep: Class 7 contains 5882 members 
Mstep: Class 8 contains 14579 members 
Mstep: Class 9 contains 104175 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35104 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12155 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13531 members 
Mstep: Class 17 contains 36380 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 17003 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468140.000000 Penalty: 48245.828125
Iteration 136Q: 23 clusters Score -6.646814e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56063 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 309162 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44158 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14565 members 
Mstep: Class 9 contains 104169 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35110 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13531 members 
Mstep: Class 17 contains 36378 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 59918 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468212.000000 Penalty: 48245.828125
Iteration 137Q: 23 clusters Score -6.646821e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56056 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 309154 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44167 members 
Mstep: Class 7 contains 5888 members 
Mstep: Class 8 contains 14544 members 
Mstep: Class 9 contains 104154 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35111 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13528 members 
Mstep: Class 17 contains 36378 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 17065 members 
Mstep: Class 20 contains 59918 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468260.000000 Penalty: 48245.828125
Iteration 138Q: 23 clusters Score -6.646826e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56049 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 309151 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44177 members 
Mstep: Class 7 contains 5887 members 
Mstep: Class 8 contains 14524 members 
Mstep: Class 9 contains 104143 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35111 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13527 members 
Mstep: Class 17 contains 36378 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 17098 members 
Mstep: Class 20 contains 59918 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468240.000000 Penalty: 48245.828125
Iteration 139Q: 23 clusters Score -6.646824e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56046 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 309161 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44185 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14510 members 
Mstep: Class 9 contains 104129 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35112 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12126 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13525 members 
Mstep: Class 17 contains 36377 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17119 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468156.000000 Penalty: 48245.828125
Iteration 140F: 23 clusters Score -6.646816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56043 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 309169 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44196 members 
Mstep: Class 7 contains 5887 members 
Mstep: Class 8 contains 14502 members 
Mstep: Class 9 contains 104118 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35113 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12114 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13527 members 
Mstep: Class 17 contains 36374 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17134 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468128.000000 Penalty: 48245.828125
Iteration 141Q: 23 clusters Score -6.646813e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56042 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 309170 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44198 members 
Mstep: Class 7 contains 5887 members 
Mstep: Class 8 contains 14493 members 
Mstep: Class 9 contains 104109 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35113 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12104 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13531 members 
Mstep: Class 17 contains 36377 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17151 members 
Mstep: Class 20 contains 59919 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468156.000000 Penalty: 48245.828125
Iteration 142Q: 23 clusters Score -6.646816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56045 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309157 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44201 members 
Mstep: Class 7 contains 5887 members 
Mstep: Class 8 contains 14486 members 
Mstep: Class 9 contains 104104 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35115 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12096 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 36380 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17166 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468180.000000 Penalty: 48245.828125
Iteration 143Q: 23 clusters Score -6.646818e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56043 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 309153 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44204 members 
Mstep: Class 7 contains 5887 members 
Mstep: Class 8 contains 14478 members 
Mstep: Class 9 contains 104093 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35123 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13539 members 
Mstep: Class 17 contains 36382 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17182 members 
Mstep: Class 20 contains 59919 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468228.000000 Penalty: 48245.828125
Iteration 144Q: 23 clusters Score -6.646823e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56042 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309149 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44207 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14470 members 
Mstep: Class 9 contains 104085 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12084 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13543 members 
Mstep: Class 17 contains 36386 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17188 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468172.000000 Penalty: 48245.828125
Iteration 145Q: 23 clusters Score -6.646817e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56042 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309145 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14463 members 
Mstep: Class 9 contains 104079 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12079 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13545 members 
Mstep: Class 17 contains 36391 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468180.000000 Penalty: 48245.828125
Iteration 146Q: 23 clusters Score -6.646818e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56043 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309154 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44210 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14453 members 
Mstep: Class 9 contains 104072 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12076 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13545 members 
Mstep: Class 17 contains 36393 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17204 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468216.000000 Penalty: 48245.828125
Iteration 147Q: 23 clusters Score -6.646822e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56043 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309147 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44216 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 104070 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12073 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13548 members 
Mstep: Class 17 contains 36394 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17207 members 
Mstep: Class 20 contains 59922 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468232.000000 Penalty: 48245.828125
Iteration 148Q: 23 clusters Score -6.646823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56047 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309140 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44220 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14440 members 
Mstep: Class 9 contains 104063 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12072 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 36394 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17214 members 
Mstep: Class 20 contains 59926 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468212.000000 Penalty: 48245.828125
Iteration 149Q: 23 clusters Score -6.646821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56048 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309133 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44221 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14436 members 
Mstep: Class 9 contains 104058 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12076 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13556 members 
Mstep: Class 17 contains 36393 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17218 members 
Mstep: Class 20 contains 59928 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468232.000000 Penalty: 48245.828125
Iteration 150Q: 23 clusters Score -6.646823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56047 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309132 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44224 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14433 members 
Mstep: Class 9 contains 104056 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12076 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 36394 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 59926 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468192.000000 Penalty: 48245.828125
Iteration 151Q: 23 clusters Score -6.646819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56045 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309131 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44225 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 104057 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12075 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17225 members 
Mstep: Class 20 contains 59925 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468184.000000 Penalty: 48245.828125
Iteration 152Q: 23 clusters Score -6.646818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56043 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309136 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44224 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14431 members 
Mstep: Class 9 contains 104055 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35126 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12073 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17227 members 
Mstep: Class 20 contains 59924 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468192.000000 Penalty: 48245.828125
Iteration 153Q: 23 clusters Score -6.646819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56041 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309138 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44224 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14429 members 
Mstep: Class 9 contains 104053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35126 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12071 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17232 members 
Mstep: Class 20 contains 59924 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468204.000000 Penalty: 48245.828125
Iteration 154Q: 23 clusters Score -6.64682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56040 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309134 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44226 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14428 members 
Mstep: Class 9 contains 104055 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35126 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12069 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17237 members 
Mstep: Class 20 contains 59923 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468220.000000 Penalty: 48245.828125
Iteration 155Q: 23 clusters Score -6.646822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56040 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309132 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44227 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14426 members 
Mstep: Class 9 contains 104055 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35127 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12070 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17240 members 
Mstep: Class 20 contains 59922 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468232.000000 Penalty: 48245.828125
Iteration 156Q: 23 clusters Score -6.646823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56038 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309137 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44227 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14424 members 
Mstep: Class 9 contains 104054 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35126 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17244 members 
Mstep: Class 20 contains 59922 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468216.000000 Penalty: 48245.828125
Iteration 157Q: 23 clusters Score -6.646822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56037 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309139 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44227 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 14421 members 
Mstep: Class 9 contains 104053 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35126 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12065 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17252 members 
Mstep: Class 20 contains 59921 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468216.000000 Penalty: 48245.828125
Iteration 158Q: 23 clusters Score -6.646822e+07 nChanged 14
Entering ConstructFrom: 
Score: -66468216.000000 Penalty: 48245.828125
Entering ConstructFrom: 
Trying to split cluster 1 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -93241.992188 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -93241.99 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 547 members 
Entering Unmasked Estep 
Score: -91767.062500 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -91767.06 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -92087.562500 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -92087.56 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92250.203125 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -92250.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -92405.007812 Penalty: 2278.937500
	Iteration 3F: 3 clusters Score -92405.01 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92565.617188 Penalty: 2278.937500
	Iteration 4F: 3 clusters Score -92565.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -92707.937500 Penalty: 2278.937500
	Iteration 5F: 3 clusters Score -92707.94 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92841.632812 Penalty: 2278.937500
	Iteration 6F: 3 clusters Score -92841.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -92942.578125 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -92942.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -93030.859375 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -93030.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -93094.765625 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -93094.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -93136.523438 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -93136.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -93198.835938 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -93198.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -93231.593750 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -93231.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93252.992188 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -93252.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -93265.117188 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -93265.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93267.570312 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -93267.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93267.570312 Penalty: 2278.937500
	Iteration 16F: 3 clusters Score -93267.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 56036 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 309143 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 104051 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 544 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
Score: -66467164.000000 Penalty: 50438.820312
Splitting cluster 1 changes total score from -66468216.000000 to -66467164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (56036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Entering Unmasked Estep 
Score: -5293391.500000 Penalty: 1776.734253
	Iteration 0F: 2 clusters Score -5293392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -5255895.500000 Penalty: 3553.468506
	Iteration 0F: 3 clusters Score -5255896 nChanged 26404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5270619.500000 Penalty: 3553.468506
	Iteration 1F: 3 clusters Score -5270620 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5271156.000000 Penalty: 3553.468506
	Iteration 2Q: 3 clusters Score -5271156 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -5271876.000000 Penalty: 3553.468506
	Iteration 3Q: 3 clusters Score -5271876 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -5272949.500000 Penalty: 3553.468506
	Iteration 4Q: 3 clusters Score -5272950 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5274599.000000 Penalty: 3553.468506
	Iteration 5F: 3 clusters Score -5274599 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -5276841.500000 Penalty: 3553.468506
	Iteration 6F: 3 clusters Score -5276842 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -5279987.500000 Penalty: 3553.468506
	Iteration 7F: 3 clusters Score -5279988 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -5283956.500000 Penalty: 3553.468506
	Iteration 8F: 3 clusters Score -5283956 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5287458.000000 Penalty: 3553.468506
	Iteration 9F: 3 clusters Score -5287458 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -5289193.500000 Penalty: 3553.468506
	Iteration 10Q: 3 clusters Score -5289194 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -5289787.000000 Penalty: 3553.468506
	Iteration 11Q: 3 clusters Score -5289787 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -5290037.500000 Penalty: 3553.468506
	Iteration 12Q: 3 clusters Score -5290038 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -5290212.500000 Penalty: 3553.468506
	Iteration 13Q: 3 clusters Score -5290212 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -5290350.000000 Penalty: 3553.468506
	Iteration 14Q: 3 clusters Score -5290350 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5290465.500000 Penalty: 3553.468506
	Iteration 15Q: 3 clusters Score -5290466 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -5290561.500000 Penalty: 3553.468506
	Iteration 16Q: 3 clusters Score -5290562 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -5290675.500000 Penalty: 3553.468506
	Iteration 17Q: 3 clusters Score -5290676 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -5290759.500000 Penalty: 3553.468506
	Iteration 18Q: 3 clusters Score -5290760 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5290851.000000 Penalty: 3553.468506
	Iteration 19Q: 3 clusters Score -5290851 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -5290947.000000 Penalty: 3553.468506
	Iteration 20F: 3 clusters Score -5290947 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -5291003.000000 Penalty: 3553.468506
	Iteration 21Q: 3 clusters Score -5291003 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -5291069.000000 Penalty: 3553.468506
	Iteration 22Q: 3 clusters Score -5291069 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -5291133.500000 Penalty: 3553.468506
	Iteration 23Q: 3 clusters Score -5291134 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -5291194.500000 Penalty: 3553.468506
	Iteration 24Q: 3 clusters Score -5291194 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -5291262.500000 Penalty: 3553.468506
	Iteration 25Q: 3 clusters Score -5291262 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -5291307.500000 Penalty: 3553.468506
	Iteration 26Q: 3 clusters Score -5291308 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -5291325.000000 Penalty: 3553.468506
	Iteration 27Q: 3 clusters Score -5291325 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -5291385.500000 Penalty: 3553.468506
	Iteration 28Q: 3 clusters Score -5291386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -5291428.000000 Penalty: 3553.468506
	Iteration 29Q: 3 clusters Score -5291428 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -5291476.000000 Penalty: 3553.468506
	Iteration 30Q: 3 clusters Score -5291476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -5291512.000000 Penalty: 3553.468506
	Iteration 31Q: 3 clusters Score -5291512 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -5291560.000000 Penalty: 3553.468506
	Iteration 32Q: 3 clusters Score -5291560 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -5291625.500000 Penalty: 3553.468506
	Iteration 33Q: 3 clusters Score -5291626 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -5291670.000000 Penalty: 3553.468506
	Iteration 34Q: 3 clusters Score -5291670 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -5291677.000000 Penalty: 3553.468506
	Iteration 35Q: 3 clusters Score -5291677 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -5291704.500000 Penalty: 3553.468506
	Iteration 36Q: 3 clusters Score -5291704 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -5291760.000000 Penalty: 3553.468506
	Iteration 37Q: 3 clusters Score -5291760 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -5291798.500000 Penalty: 3553.468506
	Iteration 38Q: 3 clusters Score -5291798 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -5291826.000000 Penalty: 3553.468506
	Iteration 39Q: 3 clusters Score -5291826 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -5291845.000000 Penalty: 3553.468506
	Iteration 40F: 3 clusters Score -5291845 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -5291879.500000 Penalty: 3553.468506
	Iteration 41Q: 3 clusters Score -5291880 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -5291895.500000 Penalty: 3553.468506
	Iteration 42Q: 3 clusters Score -5291896 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -5291945.000000 Penalty: 3553.468506
	Iteration 43Q: 3 clusters Score -5291945 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -5291956.500000 Penalty: 3553.468506
	Iteration 44Q: 3 clusters Score -5291956 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -5291988.500000 Penalty: 3553.468506
	Iteration 45Q: 3 clusters Score -5291988 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -5291995.000000 Penalty: 3553.468506
	Iteration 46Q: 3 clusters Score -5291995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -5292037.500000 Penalty: 3553.468506
	Iteration 47Q: 3 clusters Score -5292038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -5292053.500000 Penalty: 3553.468506
	Iteration 48Q: 3 clusters Score -5292054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -5292061.000000 Penalty: 3553.468506
	Iteration 49Q: 3 clusters Score -5292061 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -5292082.000000 Penalty: 3553.468506
	Iteration 50Q: 3 clusters Score -5292082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -5292099.500000 Penalty: 3553.468506
	Iteration 51Q: 3 clusters Score -5292100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -5292118.000000 Penalty: 3553.468506
	Iteration 52Q: 3 clusters Score -5292118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -5292134.500000 Penalty: 3553.468506
	Iteration 53Q: 3 clusters Score -5292134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -5292130.500000 Penalty: 3553.468506
	Iteration 54Q: 3 clusters Score -5292130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -5292147.500000 Penalty: 3553.468506
	Iteration 55Q: 3 clusters Score -5292148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -5292167.500000 Penalty: 3553.468506
	Iteration 56Q: 3 clusters Score -5292168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -5292182.500000 Penalty: 3553.468506
	Iteration 57Q: 3 clusters Score -5292182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -5292198.500000 Penalty: 3553.468506
	Iteration 58Q: 3 clusters Score -5292198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -5292206.500000 Penalty: 3553.468506
	Iteration 59Q: 3 clusters Score -5292206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -5292223.000000 Penalty: 3553.468506
	Iteration 60F: 3 clusters Score -5292223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -5292220.000000 Penalty: 3553.468506
	Iteration 61Q: 3 clusters Score -5292220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -5292216.500000 Penalty: 3553.468506
	Iteration 62Q: 3 clusters Score -5292216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -5292226.000000 Penalty: 3553.468506
	Iteration 63Q: 3 clusters Score -5292226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -5292229.500000 Penalty: 3553.468506
	Iteration 64Q: 3 clusters Score -5292230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -5292236.000000 Penalty: 3553.468506
	Iteration 65Q: 3 clusters Score -5292236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -5292240.000000 Penalty: 3553.468506
	Iteration 66Q: 3 clusters Score -5292240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -5292249.500000 Penalty: 3553.468506
	Iteration 67Q: 3 clusters Score -5292250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -5292244.000000 Penalty: 3553.468506
	Iteration 68Q: 3 clusters Score -5292244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -5292245.500000 Penalty: 3553.468506
	Iteration 69Q: 3 clusters Score -5292246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -5292245.500000 Penalty: 3553.468506
	Iteration 70Q: 3 clusters Score -5292246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -5292247.000000 Penalty: 3553.468506
	Iteration 71Q: 3 clusters Score -5292247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -5292243.500000 Penalty: 3553.468506
	Iteration 72Q: 3 clusters Score -5292244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -5292245.500000 Penalty: 3553.468506
	Iteration 73Q: 3 clusters Score -5292246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -5292244.000000 Penalty: 3553.468506
	Iteration 74Q: 3 clusters Score -5292244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -5292241.000000 Penalty: 3553.468506
	Iteration 75Q: 3 clusters Score -5292241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -5292238.500000 Penalty: 3553.468506
	Iteration 76Q: 3 clusters Score -5292238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -5292245.500000 Penalty: 3553.468506
	Iteration 77Q: 3 clusters Score -5292246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -5292251.500000 Penalty: 3553.468506
	Iteration 78Q: 3 clusters Score -5292252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -5292250.000000 Penalty: 3553.468506
	Iteration 79Q: 3 clusters Score -5292250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -5292252.000000 Penalty: 3553.468506
	Iteration 80F: 3 clusters Score -5292252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -5292253.500000 Penalty: 3553.468506
	Iteration 81Q: 3 clusters Score -5292254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -5292254.000000 Penalty: 3553.468506
	Iteration 82Q: 3 clusters Score -5292254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -5292255.000000 Penalty: 3553.468506
	Iteration 83Q: 3 clusters Score -5292255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -5292253.000000 Penalty: 3553.468506
	Iteration 84Q: 3 clusters Score -5292253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -5292249.000000 Penalty: 3553.468506
	Iteration 85Q: 3 clusters Score -5292249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -5292253.000000 Penalty: 3553.468506
	Iteration 86Q: 3 clusters Score -5292253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5292251.500000 Penalty: 3553.468506
	Iteration 87Q: 3 clusters Score -5292252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -5292251.500000 Penalty: 3553.468506
	Iteration 88Q: 3 clusters Score -5292252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -5292256.500000 Penalty: 3553.468506
	Iteration 89Q: 3 clusters Score -5292256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -5292257.000000 Penalty: 3553.468506
	Iteration 90Q: 3 clusters Score -5292257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -5292253.500000 Penalty: 3553.468506
	Iteration 91Q: 3 clusters Score -5292254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -5292256.000000 Penalty: 3553.468506
	Iteration 92Q: 3 clusters Score -5292256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -5292255.000000 Penalty: 3553.468506
	Iteration 93Q: 3 clusters Score -5292255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -5292258.500000 Penalty: 3553.468506
	Iteration 94Q: 3 clusters Score -5292258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -5292259.000000 Penalty: 3553.468506
	Iteration 95Q: 3 clusters Score -5292259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -5292259.000000 Penalty: 3553.468506
	Iteration 96F: 3 clusters Score -5292259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Entering Unmasked Estep 
Score: -843969.500000 Penalty: 1480.207886
	Iteration 0F: 2 clusters Score -843969.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -837452.375000 Penalty: 2960.415771
	Iteration 0F: 3 clusters Score -837452.4 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -839445.062500 Penalty: 2960.415771
	Iteration 1F: 3 clusters Score -839445.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -839675.937500 Penalty: 2960.415771
	Iteration 2F: 3 clusters Score -839675.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -839840.375000 Penalty: 2960.415771
	Iteration 3Q: 3 clusters Score -839840.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -839985.500000 Penalty: 2960.415771
	Iteration 4Q: 3 clusters Score -839985.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -840097.250000 Penalty: 2960.415771
	Iteration 5Q: 3 clusters Score -840097.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -840188.375000 Penalty: 2960.415771
	Iteration 6Q: 3 clusters Score -840188.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -840268.062500 Penalty: 2960.415771
	Iteration 7Q: 3 clusters Score -840268.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -840340.312500 Penalty: 2960.415771
	Iteration 8Q: 3 clusters Score -840340.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -840419.125000 Penalty: 2960.415771
	Iteration 9Q: 3 clusters Score -840419.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -840492.500000 Penalty: 2960.415771
	Iteration 10Q: 3 clusters Score -840492.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -840568.500000 Penalty: 2960.415771
	Iteration 11Q: 3 clusters Score -840568.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -840652.000000 Penalty: 2960.415771
	Iteration 12Q: 3 clusters Score -840652 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -840757.062500 Penalty: 2960.415771
	Iteration 13Q: 3 clusters Score -840757.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -840887.812500 Penalty: 2960.415771
	Iteration 14Q: 3 clusters Score -840887.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -841048.625000 Penalty: 2960.415771
	Iteration 15Q: 3 clusters Score -841048.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -841283.250000 Penalty: 2960.415771
	Iteration 16Q: 3 clusters Score -841283.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -841549.750000 Penalty: 2960.415771
	Iteration 17Q: 3 clusters Score -841549.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -841805.375000 Penalty: 2960.415771
	Iteration 18Q: 3 clusters Score -841805.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -842067.375000 Penalty: 2960.415771
	Iteration 19Q: 3 clusters Score -842067.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -842285.937500 Penalty: 2960.415771
	Iteration 20F: 3 clusters Score -842285.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -842445.062500 Penalty: 2960.415771
	Iteration 21Q: 3 clusters Score -842445.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -842578.687500 Penalty: 2960.415771
	Iteration 22Q: 3 clusters Score -842578.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -842665.250000 Penalty: 2960.415771
	Iteration 23Q: 3 clusters Score -842665.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -842714.750000 Penalty: 2960.415771
	Iteration 24Q: 3 clusters Score -842714.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -842747.062500 Penalty: 2960.415771
	Iteration 25Q: 3 clusters Score -842747.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -842768.500000 Penalty: 2960.415771
	Iteration 26Q: 3 clusters Score -842768.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -842786.375000 Penalty: 2960.415771
	Iteration 27Q: 3 clusters Score -842786.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -842798.312500 Penalty: 2960.415771
	Iteration 28Q: 3 clusters Score -842798.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -842804.125000 Penalty: 2960.415771
	Iteration 29Q: 3 clusters Score -842804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -842808.375000 Penalty: 2960.415771
	Iteration 30Q: 3 clusters Score -842808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -842811.562500 Penalty: 2960.415771
	Iteration 31Q: 3 clusters Score -842811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -842814.187500 Penalty: 2960.415771
	Iteration 32Q: 3 clusters Score -842814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -842814.812500 Penalty: 2960.415771
	Iteration 33Q: 3 clusters Score -842814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -842818.750000 Penalty: 2960.415771
	Iteration 34Q: 3 clusters Score -842818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -842820.687500 Penalty: 2960.415771
	Iteration 35Q: 3 clusters Score -842820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -842824.062500 Penalty: 2960.415771
	Iteration 36Q: 3 clusters Score -842824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -842824.875000 Penalty: 2960.415771
	Iteration 37Q: 3 clusters Score -842824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -842826.250000 Penalty: 2960.415771
	Iteration 38Q: 3 clusters Score -842826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -842826.875000 Penalty: 2960.415771
	Iteration 39Q: 3 clusters Score -842826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -842826.750000 Penalty: 2960.415771
	Iteration 40F: 3 clusters Score -842826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -842828.312500 Penalty: 2960.415771
	Iteration 41Q: 3 clusters Score -842828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -842828.312500 Penalty: 2960.415771
	Iteration 42F: 3 clusters Score -842828.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (309143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309143 members 
Entering Unmasked Estep 
Score: -28778132.000000 Penalty: 2054.253418
	Iteration 0F: 2 clusters Score -2.877813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -28580660.000000 Penalty: 4108.506836
	Iteration 0F: 3 clusters Score -2.858066e+07 nChanged 150915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -28671308.000000 Penalty: 4108.506836
	Iteration 1F: 3 clusters Score -2.867131e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155438 members 
Mstep: Class 2 contains 153705 members 
Entering Unmasked Estep 
Score: -28672788.000000 Penalty: 4108.506836
	Iteration 2Q: 3 clusters Score -2.867279e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -28674584.000000 Penalty: 4108.506836
	Iteration 3Q: 3 clusters Score -2.867458e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157261 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -28677426.000000 Penalty: 4108.506836
	Iteration 4Q: 3 clusters Score -2.867743e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159157 members 
Mstep: Class 2 contains 149986 members 
Entering Unmasked Estep 
Score: -28680690.000000 Penalty: 4108.506836
	Iteration 5Q: 3 clusters Score -2.868069e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 146923 members 
Entering Unmasked Estep 
Score: -28684882.000000 Penalty: 4108.506836
	Iteration 6Q: 3 clusters Score -2.868488e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 142482 members 
Entering Unmasked Estep 
Score: -28689708.000000 Penalty: 4108.506836
	Iteration 7Q: 3 clusters Score -2.868971e+07 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172962 members 
Mstep: Class 2 contains 136181 members 
Entering Unmasked Estep 
Score: -28695420.000000 Penalty: 4108.506836
	Iteration 8Q: 3 clusters Score -2.869542e+07 nChanged 14620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181364 members 
Mstep: Class 2 contains 127779 members 
Entering Unmasked Estep 
Score: -28702234.000000 Penalty: 4108.506836
	Iteration 9Q: 3 clusters Score -2.870223e+07 nChanged 15367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191993 members 
Mstep: Class 2 contains 117150 members 
Entering Unmasked Estep 
Score: -28709722.000000 Penalty: 4108.506836
	Iteration 10Q: 3 clusters Score -2.870972e+07 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204247 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -28717550.000000 Penalty: 4108.506836
	Iteration 11F: 3 clusters Score -2.871755e+07 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217371 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -28725632.000000 Penalty: 4108.506836
	Iteration 12F: 3 clusters Score -2.872563e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230522 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -28733280.000000 Penalty: 4108.506836
	Iteration 13Q: 3 clusters Score -2.873328e+07 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242930 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -28740822.000000 Penalty: 4108.506836
	Iteration 14Q: 3 clusters Score -2.874082e+07 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254092 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -28747678.000000 Penalty: 4108.506836
	Iteration 15Q: 3 clusters Score -2.874768e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263893 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -28754386.000000 Penalty: 4108.506836
	Iteration 16Q: 3 clusters Score -2.875439e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272129 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -28760938.000000 Penalty: 4108.506836
	Iteration 17Q: 3 clusters Score -2.876094e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278725 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -28766688.000000 Penalty: 4108.506836
	Iteration 18Q: 3 clusters Score -2.876669e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283754 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -28771554.000000 Penalty: 4108.506836
	Iteration 19Q: 3 clusters Score -2.877155e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287432 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -28775330.000000 Penalty: 4108.506836
	Iteration 20F: 3 clusters Score -2.877533e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289995 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -28777858.000000 Penalty: 4108.506836
	Iteration 21Q: 3 clusters Score -2.877786e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291714 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -28779466.000000 Penalty: 4108.506836
	Iteration 22Q: 3 clusters Score -2.877947e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292952 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -28780464.000000 Penalty: 4108.506836
	Iteration 23Q: 3 clusters Score -2.878046e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293903 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -28781032.000000 Penalty: 4108.506836
	Iteration 24Q: 3 clusters Score -2.878103e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294678 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -28781538.000000 Penalty: 4108.506836
	Iteration 25Q: 3 clusters Score -2.878154e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295377 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -28781844.000000 Penalty: 4108.506836
	Iteration 26Q: 3 clusters Score -2.878184e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295947 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -28782108.000000 Penalty: 4108.506836
	Iteration 27Q: 3 clusters Score -2.878211e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296472 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -28782362.000000 Penalty: 4108.506836
	Iteration 28Q: 3 clusters Score -2.878236e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296929 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -28782462.000000 Penalty: 4108.506836
	Iteration 29Q: 3 clusters Score -2.878246e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297316 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -28782602.000000 Penalty: 4108.506836
	Iteration 30Q: 3 clusters Score -2.87826e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297680 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -28782560.000000 Penalty: 4108.506836
	Iteration 31Q: 3 clusters Score -2.878256e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298010 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -28782500.000000 Penalty: 4108.506836
	Iteration 32Q: 3 clusters Score -2.87825e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298311 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -28782440.000000 Penalty: 4108.506836
	Iteration 33Q: 3 clusters Score -2.878244e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298583 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -28782422.000000 Penalty: 4108.506836
	Iteration 34Q: 3 clusters Score -2.878242e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298847 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -28782232.000000 Penalty: 4108.506836
	Iteration 35Q: 3 clusters Score -2.878223e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299068 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -28782136.000000 Penalty: 4108.506836
	Iteration 36Q: 3 clusters Score -2.878214e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299265 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -28781984.000000 Penalty: 4108.506836
	Iteration 37Q: 3 clusters Score -2.878198e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299424 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -28781916.000000 Penalty: 4108.506836
	Iteration 38Q: 3 clusters Score -2.878192e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299596 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -28781890.000000 Penalty: 4108.506836
	Iteration 39Q: 3 clusters Score -2.878189e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299770 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -28781800.000000 Penalty: 4108.506836
	Iteration 40F: 3 clusters Score -2.87818e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299941 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -28781756.000000 Penalty: 4108.506836
	Iteration 41Q: 3 clusters Score -2.878176e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300079 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -28781780.000000 Penalty: 4108.506836
	Iteration 42Q: 3 clusters Score -2.878178e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300204 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -28781740.000000 Penalty: 4108.506836
	Iteration 43Q: 3 clusters Score -2.878174e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300308 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -28781648.000000 Penalty: 4108.506836
	Iteration 44Q: 3 clusters Score -2.878165e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300400 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -28781618.000000 Penalty: 4108.506836
	Iteration 45Q: 3 clusters Score -2.878162e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300487 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -28781576.000000 Penalty: 4108.506836
	Iteration 46Q: 3 clusters Score -2.878158e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300571 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -28781552.000000 Penalty: 4108.506836
	Iteration 47Q: 3 clusters Score -2.878155e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300645 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -28781540.000000 Penalty: 4108.506836
	Iteration 48Q: 3 clusters Score -2.878154e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300719 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -28781484.000000 Penalty: 4108.506836
	Iteration 49Q: 3 clusters Score -2.878148e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300800 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -28781480.000000 Penalty: 4108.506836
	Iteration 50Q: 3 clusters Score -2.878148e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300884 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -28781504.000000 Penalty: 4108.506836
	Iteration 51Q: 3 clusters Score -2.87815e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300979 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -28781492.000000 Penalty: 4108.506836
	Iteration 52Q: 3 clusters Score -2.878149e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301078 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -28781488.000000 Penalty: 4108.506836
	Iteration 53Q: 3 clusters Score -2.878149e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301167 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -28781510.000000 Penalty: 4108.506836
	Iteration 54Q: 3 clusters Score -2.878151e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301251 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -28781496.000000 Penalty: 4108.506836
	Iteration 55Q: 3 clusters Score -2.87815e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301337 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -28781490.000000 Penalty: 4108.506836
	Iteration 56Q: 3 clusters Score -2.878149e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301419 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -28781466.000000 Penalty: 4108.506836
	Iteration 57Q: 3 clusters Score -2.878147e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301489 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -28781472.000000 Penalty: 4108.506836
	Iteration 58Q: 3 clusters Score -2.878147e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301549 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -28781422.000000 Penalty: 4108.506836
	Iteration 59Q: 3 clusters Score -2.878142e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301608 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -28781394.000000 Penalty: 4108.506836
	Iteration 60F: 3 clusters Score -2.878139e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301653 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -28781386.000000 Penalty: 4108.506836
	Iteration 61Q: 3 clusters Score -2.878139e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301707 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -28781382.000000 Penalty: 4108.506836
	Iteration 62Q: 3 clusters Score -2.878138e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301762 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -28781354.000000 Penalty: 4108.506836
	Iteration 63Q: 3 clusters Score -2.878135e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301811 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -28781354.000000 Penalty: 4108.506836
	Iteration 64Q: 3 clusters Score -2.878135e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301854 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -28781346.000000 Penalty: 4108.506836
	Iteration 65Q: 3 clusters Score -2.878135e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301901 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -28781342.000000 Penalty: 4108.506836
	Iteration 66Q: 3 clusters Score -2.878134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301953 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -28781312.000000 Penalty: 4108.506836
	Iteration 67Q: 3 clusters Score -2.878131e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302009 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -28781282.000000 Penalty: 4108.506836
	Iteration 68Q: 3 clusters Score -2.878128e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302070 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -28781276.000000 Penalty: 4108.506836
	Iteration 69Q: 3 clusters Score -2.878128e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302121 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -28781294.000000 Penalty: 4108.506836
	Iteration 70Q: 3 clusters Score -2.878129e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302163 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -28781278.000000 Penalty: 4108.506836
	Iteration 71Q: 3 clusters Score -2.878128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302204 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -28781268.000000 Penalty: 4108.506836
	Iteration 72Q: 3 clusters Score -2.878127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302241 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -28781278.000000 Penalty: 4108.506836
	Iteration 73Q: 3 clusters Score -2.878128e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302271 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -28781274.000000 Penalty: 4108.506836
	Iteration 74Q: 3 clusters Score -2.878127e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302304 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -28781280.000000 Penalty: 4108.506836
	Iteration 75Q: 3 clusters Score -2.878128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302328 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -28781258.000000 Penalty: 4108.506836
	Iteration 76Q: 3 clusters Score -2.878126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302346 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -28781290.000000 Penalty: 4108.506836
	Iteration 77Q: 3 clusters Score -2.878129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302366 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -28781284.000000 Penalty: 4108.506836
	Iteration 78Q: 3 clusters Score -2.878128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302383 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -28781270.000000 Penalty: 4108.506836
	Iteration 79Q: 3 clusters Score -2.878127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302402 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -28781246.000000 Penalty: 4108.506836
	Iteration 80F: 3 clusters Score -2.878125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302422 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -28781246.000000 Penalty: 4108.506836
	Iteration 81Q: 3 clusters Score -2.878125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302446 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -28781260.000000 Penalty: 4108.506836
	Iteration 82Q: 3 clusters Score -2.878126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302462 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -28781266.000000 Penalty: 4108.506836
	Iteration 83Q: 3 clusters Score -2.878127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302478 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -28781286.000000 Penalty: 4108.506836
	Iteration 84Q: 3 clusters Score -2.878129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302492 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -28781276.000000 Penalty: 4108.506836
	Iteration 85Q: 3 clusters Score -2.878128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302499 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -28781286.000000 Penalty: 4108.506836
	Iteration 86Q: 3 clusters Score -2.878129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302507 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -28781256.000000 Penalty: 4108.506836
	Iteration 87Q: 3 clusters Score -2.878126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302518 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -28781260.000000 Penalty: 4108.506836
	Iteration 88Q: 3 clusters Score -2.878126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302528 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -28781244.000000 Penalty: 4108.506836
	Iteration 89Q: 3 clusters Score -2.878124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302542 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -28781240.000000 Penalty: 4108.506836
	Iteration 90Q: 3 clusters Score -2.878124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302558 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -28781264.000000 Penalty: 4108.506836
	Iteration 91Q: 3 clusters Score -2.878126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302565 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -28781268.000000 Penalty: 4108.506836
	Iteration 92Q: 3 clusters Score -2.878127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302579 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -28781272.000000 Penalty: 4108.506836
	Iteration 93Q: 3 clusters Score -2.878127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302589 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -28781252.000000 Penalty: 4108.506836
	Iteration 94Q: 3 clusters Score -2.878125e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302602 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -28781238.000000 Penalty: 4108.506836
	Iteration 95Q: 3 clusters Score -2.878124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302613 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -28781228.000000 Penalty: 4108.506836
	Iteration 96Q: 3 clusters Score -2.878123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302620 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -28781236.000000 Penalty: 4108.506836
	Iteration 97Q: 3 clusters Score -2.878124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302635 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -28781202.000000 Penalty: 4108.506836
	Iteration 98Q: 3 clusters Score -2.87812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302652 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -28781184.000000 Penalty: 4108.506836
	Iteration 99Q: 3 clusters Score -2.878118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302664 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -28781190.000000 Penalty: 4108.506836
	Iteration 100F: 3 clusters Score -2.878119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302679 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -28781186.000000 Penalty: 4108.506836
	Iteration 101Q: 3 clusters Score -2.878119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302694 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -28781146.000000 Penalty: 4108.506836
	Iteration 102Q: 3 clusters Score -2.878115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302713 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -28781132.000000 Penalty: 4108.506836
	Iteration 103Q: 3 clusters Score -2.878113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302732 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -28781130.000000 Penalty: 4108.506836
	Iteration 104Q: 3 clusters Score -2.878113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302744 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -28781112.000000 Penalty: 4108.506836
	Iteration 105Q: 3 clusters Score -2.878111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302758 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -28781110.000000 Penalty: 4108.506836
	Iteration 106Q: 3 clusters Score -2.878111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302768 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -28781082.000000 Penalty: 4108.506836
	Iteration 107Q: 3 clusters Score -2.878108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302773 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -28781078.000000 Penalty: 4108.506836
	Iteration 108Q: 3 clusters Score -2.878108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302779 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -28781054.000000 Penalty: 4108.506836
	Iteration 109Q: 3 clusters Score -2.878105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302790 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -28781058.000000 Penalty: 4108.506836
	Iteration 110Q: 3 clusters Score -2.878106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302794 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -28781052.000000 Penalty: 4108.506836
	Iteration 111Q: 3 clusters Score -2.878105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302800 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -28781042.000000 Penalty: 4108.506836
	Iteration 112Q: 3 clusters Score -2.878104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302799 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -28781042.000000 Penalty: 4108.506836
	Iteration 113Q: 3 clusters Score -2.878104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302799 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -28781042.000000 Penalty: 4108.506836
	Iteration 114F: 3 clusters Score -2.878104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56036 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 302799 members 
Mstep: Class 5 contains 736 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 104051 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
Score: -66471040.000000 Penalty: 50438.820312
Splitting cluster 4 changes total score from -66468216.000000 to -66471040.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -48721.792969 Penalty: 1072.699951
	Iteration 0F: 2 clusters Score -48721.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47677.117188 Penalty: 2145.399902
	Iteration 0F: 3 clusters Score -47677.12 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48276.613281 Penalty: 2145.399902
	Iteration 1F: 3 clusters Score -48276.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48493.550781 Penalty: 2145.399902
	Iteration 2F: 3 clusters Score -48493.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48614.042969 Penalty: 2145.399902
	Iteration 3Q: 3 clusters Score -48614.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -48658.117188 Penalty: 2145.399902
	Iteration 4Q: 3 clusters Score -48658.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -48683.757812 Penalty: 2145.399902
	Iteration 5Q: 3 clusters Score -48683.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -48716.683594 Penalty: 2145.399902
	Iteration 6Q: 3 clusters Score -48716.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -48737.273438 Penalty: 2145.399902
	Iteration 7Q: 3 clusters Score -48737.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48744.652344 Penalty: 2145.399902
	Iteration 8Q: 3 clusters Score -48744.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48746.867188 Penalty: 2145.399902
	Iteration 9Q: 3 clusters Score -48746.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48747.597656 Penalty: 2145.399902
	Iteration 10Q: 3 clusters Score -48747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48756.093750 Penalty: 2145.399902
	Iteration 11Q: 3 clusters Score -48756.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48759.593750 Penalty: 2145.399902
	Iteration 12Q: 3 clusters Score -48759.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48759.593750 Penalty: 2145.399902
	Iteration 13F: 3 clusters Score -48759.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56036 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 302799 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 104051 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 1510 members 
Mstep: Class 24 contains 484 members 
Entering Unmasked Estep 
Score: -66469988.000000 Penalty: 52631.812500
Splitting cluster 5 changes total score from -66468216.000000 to -66469988.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (44228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Entering Unmasked Estep 
Score: -4194095.750000 Penalty: 1738.280884
	Iteration 0F: 2 clusters Score -4194096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4164599.750000 Penalty: 3476.561768
	Iteration 0F: 3 clusters Score -4164600 nChanged 20628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4176125.750000 Penalty: 3476.561768
	Iteration 1F: 3 clusters Score -4176126 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4176504.750000 Penalty: 3476.561768
	Iteration 2Q: 3 clusters Score -4176505 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -4176968.500000 Penalty: 3476.561768
	Iteration 3Q: 3 clusters Score -4176968 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4177523.750000 Penalty: 3476.561768
	Iteration 4Q: 3 clusters Score -4177524 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4178361.500000 Penalty: 3476.561768
	Iteration 5Q: 3 clusters Score -4178362 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -4179560.750000 Penalty: 3476.561768
	Iteration 6F: 3 clusters Score -4179561 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4181278.250000 Penalty: 3476.561768
	Iteration 7F: 3 clusters Score -4181278 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4183640.250000 Penalty: 3476.561768
	Iteration 8F: 3 clusters Score -4183640 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4186352.500000 Penalty: 3476.561768
	Iteration 9F: 3 clusters Score -4186352 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -4188675.000000 Penalty: 3476.561768
	Iteration 10F: 3 clusters Score -4188675 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -4190348.250000 Penalty: 3476.561768
	Iteration 11Q: 3 clusters Score -4190348 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -4191316.250000 Penalty: 3476.561768
	Iteration 12Q: 3 clusters Score -4191316 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -4191825.750000 Penalty: 3476.561768
	Iteration 13Q: 3 clusters Score -4191826 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -4192124.500000 Penalty: 3476.561768
	Iteration 14Q: 3 clusters Score -4192124 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -4192317.500000 Penalty: 3476.561768
	Iteration 15Q: 3 clusters Score -4192318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -4192430.250000 Penalty: 3476.561768
	Iteration 16Q: 3 clusters Score -4192430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -4192503.750000 Penalty: 3476.561768
	Iteration 17Q: 3 clusters Score -4192504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -4192533.000000 Penalty: 3476.561768
	Iteration 18Q: 3 clusters Score -4192533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -4192560.500000 Penalty: 3476.561768
	Iteration 19Q: 3 clusters Score -4192560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -4192567.250000 Penalty: 3476.561768
	Iteration 20F: 3 clusters Score -4192567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -4192575.250000 Penalty: 3476.561768
	Iteration 21Q: 3 clusters Score -4192575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -4192578.000000 Penalty: 3476.561768
	Iteration 22Q: 3 clusters Score -4192578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -4192586.750000 Penalty: 3476.561768
	Iteration 23Q: 3 clusters Score -4192587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -4192595.250000 Penalty: 3476.561768
	Iteration 24Q: 3 clusters Score -4192595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -4192599.000000 Penalty: 3476.561768
	Iteration 25Q: 3 clusters Score -4192599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -4192603.250000 Penalty: 3476.561768
	Iteration 26Q: 3 clusters Score -4192603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -4192604.250000 Penalty: 3476.561768
	Iteration 27Q: 3 clusters Score -4192604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -4192604.750000 Penalty: 3476.561768
	Iteration 28Q: 3 clusters Score -4192605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -4192606.000000 Penalty: 3476.561768
	Iteration 29Q: 3 clusters Score -4192606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -4192606.000000 Penalty: 3476.561768
	Iteration 30F: 3 clusters Score -4192606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Entering Unmasked Estep 
Score: -532930.562500 Penalty: 1410.526367
	Iteration 0F: 2 clusters Score -532930.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -528378.312500 Penalty: 2821.052734
	Iteration 0F: 3 clusters Score -528378.3 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -529656.125000 Penalty: 2821.052734
	Iteration 1F: 3 clusters Score -529656.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -529851.375000 Penalty: 2821.052734
	Iteration 2F: 3 clusters Score -529851.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -529983.312500 Penalty: 2821.052734
	Iteration 3F: 3 clusters Score -529983.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -530088.125000 Penalty: 2821.052734
	Iteration 4Q: 3 clusters Score -530088.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -530178.250000 Penalty: 2821.052734
	Iteration 5Q: 3 clusters Score -530178.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -530257.250000 Penalty: 2821.052734
	Iteration 6Q: 3 clusters Score -530257.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -530336.500000 Penalty: 2821.052734
	Iteration 7Q: 3 clusters Score -530336.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -530401.062500 Penalty: 2821.052734
	Iteration 8Q: 3 clusters Score -530401.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -530455.062500 Penalty: 2821.052734
	Iteration 9Q: 3 clusters Score -530455.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -530495.000000 Penalty: 2821.052734
	Iteration 10Q: 3 clusters Score -530495 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -530526.062500 Penalty: 2821.052734
	Iteration 11Q: 3 clusters Score -530526.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -530568.312500 Penalty: 2821.052734
	Iteration 12Q: 3 clusters Score -530568.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -530622.500000 Penalty: 2821.052734
	Iteration 13Q: 3 clusters Score -530622.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -530687.562500 Penalty: 2821.052734
	Iteration 14Q: 3 clusters Score -530687.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -530757.562500 Penalty: 2821.052734
	Iteration 15Q: 3 clusters Score -530757.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -530833.750000 Penalty: 2821.052734
	Iteration 16Q: 3 clusters Score -530833.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -530925.687500 Penalty: 2821.052734
	Iteration 17Q: 3 clusters Score -530925.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -531013.187500 Penalty: 2821.052734
	Iteration 18Q: 3 clusters Score -531013.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -531072.812500 Penalty: 2821.052734
	Iteration 19Q: 3 clusters Score -531072.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -531134.312500 Penalty: 2821.052734
	Iteration 20F: 3 clusters Score -531134.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -531189.000000 Penalty: 2821.052734
	Iteration 21Q: 3 clusters Score -531189 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -531243.375000 Penalty: 2821.052734
	Iteration 22Q: 3 clusters Score -531243.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -531292.375000 Penalty: 2821.052734
	Iteration 23Q: 3 clusters Score -531292.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -531351.000000 Penalty: 2821.052734
	Iteration 24Q: 3 clusters Score -531351 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -531405.687500 Penalty: 2821.052734
	Iteration 25Q: 3 clusters Score -531405.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -531459.562500 Penalty: 2821.052734
	Iteration 26Q: 3 clusters Score -531459.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -531524.625000 Penalty: 2821.052734
	Iteration 27Q: 3 clusters Score -531524.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -531582.000000 Penalty: 2821.052734
	Iteration 28Q: 3 clusters Score -531582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -531630.062500 Penalty: 2821.052734
	Iteration 29Q: 3 clusters Score -531630.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -531679.375000 Penalty: 2821.052734
	Iteration 30Q: 3 clusters Score -531679.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -531716.500000 Penalty: 2821.052734
	Iteration 31Q: 3 clusters Score -531716.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -531744.687500 Penalty: 2821.052734
	Iteration 32Q: 3 clusters Score -531744.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -531777.312500 Penalty: 2821.052734
	Iteration 33Q: 3 clusters Score -531777.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -531806.437500 Penalty: 2821.052734
	Iteration 34Q: 3 clusters Score -531806.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -531832.000000 Penalty: 2821.052734
	Iteration 35Q: 3 clusters Score -531832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -531855.250000 Penalty: 2821.052734
	Iteration 36Q: 3 clusters Score -531855.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -531870.500000 Penalty: 2821.052734
	Iteration 37Q: 3 clusters Score -531870.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -531880.125000 Penalty: 2821.052734
	Iteration 38Q: 3 clusters Score -531880.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -531892.750000 Penalty: 2821.052734
	Iteration 39Q: 3 clusters Score -531892.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -531901.750000 Penalty: 2821.052734
	Iteration 40F: 3 clusters Score -531901.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -531908.937500 Penalty: 2821.052734
	Iteration 41Q: 3 clusters Score -531908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -531913.312500 Penalty: 2821.052734
	Iteration 42Q: 3 clusters Score -531913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -531916.000000 Penalty: 2821.052734
	Iteration 43Q: 3 clusters Score -531916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -531918.187500 Penalty: 2821.052734
	Iteration 44Q: 3 clusters Score -531918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -531919.812500 Penalty: 2821.052734
	Iteration 45Q: 3 clusters Score -531919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -531921.375000 Penalty: 2821.052734
	Iteration 46Q: 3 clusters Score -531921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -531921.375000 Penalty: 2821.052734
	Iteration 47F: 3 clusters Score -531921.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -1264793.250000 Penalty: 1556.149170
	Iteration 0F: 2 clusters Score -1264793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1254727.000000 Penalty: 3112.298340
	Iteration 0F: 3 clusters Score -1254727 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1258220.125000 Penalty: 3112.298340
	Iteration 1F: 3 clusters Score -1258220 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1258579.875000 Penalty: 3112.298340
	Iteration 2F: 3 clusters Score -1258580 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1258883.625000 Penalty: 3112.298340
	Iteration 3F: 3 clusters Score -1258884 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1259196.625000 Penalty: 3112.298340
	Iteration 4Q: 3 clusters Score -1259197 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1259522.625000 Penalty: 3112.298340
	Iteration 5Q: 3 clusters Score -1259523 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1259831.375000 Penalty: 3112.298340
	Iteration 6Q: 3 clusters Score -1259831 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1260165.250000 Penalty: 3112.298340
	Iteration 7Q: 3 clusters Score -1260165 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1260584.125000 Penalty: 3112.298340
	Iteration 8Q: 3 clusters Score -1260584 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1261084.875000 Penalty: 3112.298340
	Iteration 9Q: 3 clusters Score -1261085 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1261599.500000 Penalty: 3112.298340
	Iteration 10Q: 3 clusters Score -1261600 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1261975.000000 Penalty: 3112.298340
	Iteration 11Q: 3 clusters Score -1261975 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1262203.875000 Penalty: 3112.298340
	Iteration 12Q: 3 clusters Score -1262204 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1262330.500000 Penalty: 3112.298340
	Iteration 13Q: 3 clusters Score -1262330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1262386.750000 Penalty: 3112.298340
	Iteration 14Q: 3 clusters Score -1262387 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1262422.500000 Penalty: 3112.298340
	Iteration 15Q: 3 clusters Score -1262422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1262445.000000 Penalty: 3112.298340
	Iteration 16Q: 3 clusters Score -1262445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1262458.625000 Penalty: 3112.298340
	Iteration 17Q: 3 clusters Score -1262459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1262469.875000 Penalty: 3112.298340
	Iteration 18Q: 3 clusters Score -1262470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1262476.375000 Penalty: 3112.298340
	Iteration 19Q: 3 clusters Score -1262476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1262486.625000 Penalty: 3112.298340
	Iteration 20F: 3 clusters Score -1262487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1262496.125000 Penalty: 3112.298340
	Iteration 21Q: 3 clusters Score -1262496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1262501.750000 Penalty: 3112.298340
	Iteration 22Q: 3 clusters Score -1262502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1262508.750000 Penalty: 3112.298340
	Iteration 23Q: 3 clusters Score -1262509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1262515.125000 Penalty: 3112.298340
	Iteration 24Q: 3 clusters Score -1262515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1262522.125000 Penalty: 3112.298340
	Iteration 25Q: 3 clusters Score -1262522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1262530.125000 Penalty: 3112.298340
	Iteration 26Q: 3 clusters Score -1262530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1262534.000000 Penalty: 3112.298340
	Iteration 27Q: 3 clusters Score -1262534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1262542.500000 Penalty: 3112.298340
	Iteration 28Q: 3 clusters Score -1262542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1262545.875000 Penalty: 3112.298340
	Iteration 29Q: 3 clusters Score -1262546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1262552.500000 Penalty: 3112.298340
	Iteration 30Q: 3 clusters Score -1262552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1262555.875000 Penalty: 3112.298340
	Iteration 31Q: 3 clusters Score -1262556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1262559.500000 Penalty: 3112.298340
	Iteration 32Q: 3 clusters Score -1262560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1262560.375000 Penalty: 3112.298340
	Iteration 33Q: 3 clusters Score -1262560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1262565.125000 Penalty: 3112.298340
	Iteration 34Q: 3 clusters Score -1262565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1262567.250000 Penalty: 3112.298340
	Iteration 35Q: 3 clusters Score -1262567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1262570.375000 Penalty: 3112.298340
	Iteration 36Q: 3 clusters Score -1262570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1262575.375000 Penalty: 3112.298340
	Iteration 37Q: 3 clusters Score -1262575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1262579.500000 Penalty: 3112.298340
	Iteration 38Q: 3 clusters Score -1262580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1262583.750000 Penalty: 3112.298340
	Iteration 39Q: 3 clusters Score -1262584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1262589.125000 Penalty: 3112.298340
	Iteration 40F: 3 clusters Score -1262589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1262591.250000 Penalty: 3112.298340
	Iteration 41Q: 3 clusters Score -1262591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1262594.125000 Penalty: 3112.298340
	Iteration 42Q: 3 clusters Score -1262594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1262596.250000 Penalty: 3112.298340
	Iteration 43Q: 3 clusters Score -1262596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1262595.875000 Penalty: 3112.298340
	Iteration 44Q: 3 clusters Score -1262596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1262603.500000 Penalty: 3112.298340
	Iteration 45Q: 3 clusters Score -1262604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1262601.750000 Penalty: 3112.298340
	Iteration 46Q: 3 clusters Score -1262602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1262606.500000 Penalty: 3112.298340
	Iteration 47Q: 3 clusters Score -1262606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1262605.875000 Penalty: 3112.298340
	Iteration 48Q: 3 clusters Score -1262606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1262607.625000 Penalty: 3112.298340
	Iteration 49Q: 3 clusters Score -1262608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1262609.000000 Penalty: 3112.298340
	Iteration 50Q: 3 clusters Score -1262609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1262611.375000 Penalty: 3112.298340
	Iteration 51Q: 3 clusters Score -1262611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1262614.750000 Penalty: 3112.298340
	Iteration 52Q: 3 clusters Score -1262615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1262622.125000 Penalty: 3112.298340
	Iteration 53Q: 3 clusters Score -1262622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1262619.375000 Penalty: 3112.298340
	Iteration 54Q: 3 clusters Score -1262619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1262623.375000 Penalty: 3112.298340
	Iteration 55Q: 3 clusters Score -1262623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1262622.875000 Penalty: 3112.298340
	Iteration 56Q: 3 clusters Score -1262623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1262626.500000 Penalty: 3112.298340
	Iteration 57Q: 3 clusters Score -1262626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1262624.375000 Penalty: 3112.298340
	Iteration 58Q: 3 clusters Score -1262624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1262630.000000 Penalty: 3112.298340
	Iteration 59Q: 3 clusters Score -1262630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1262630.625000 Penalty: 3112.298340
	Iteration 60F: 3 clusters Score -1262631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1262631.250000 Penalty: 3112.298340
	Iteration 61Q: 3 clusters Score -1262631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1262630.000000 Penalty: 3112.298340
	Iteration 62Q: 3 clusters Score -1262630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1262637.375000 Penalty: 3112.298340
	Iteration 63Q: 3 clusters Score -1262637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1262636.375000 Penalty: 3112.298340
	Iteration 64Q: 3 clusters Score -1262636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1262638.250000 Penalty: 3112.298340
	Iteration 65Q: 3 clusters Score -1262638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1262640.250000 Penalty: 3112.298340
	Iteration 66Q: 3 clusters Score -1262640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1262636.125000 Penalty: 3112.298340
	Iteration 67Q: 3 clusters Score -1262636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1262637.125000 Penalty: 3112.298340
	Iteration 68Q: 3 clusters Score -1262637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1262636.625000 Penalty: 3112.298340
	Iteration 69Q: 3 clusters Score -1262637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1262637.750000 Penalty: 3112.298340
	Iteration 70Q: 3 clusters Score -1262638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1262636.375000 Penalty: 3112.298340
	Iteration 71Q: 3 clusters Score -1262636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1262638.750000 Penalty: 3112.298340
	Iteration 72Q: 3 clusters Score -1262639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1262638.250000 Penalty: 3112.298340
	Iteration 73Q: 3 clusters Score -1262638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1262640.125000 Penalty: 3112.298340
	Iteration 74Q: 3 clusters Score -1262640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1262640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1262640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1262637.250000 Penalty: 3112.298340
	Iteration 77Q: 3 clusters Score -1262637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1262636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1262639.000000 Penalty: 3112.298340
	Iteration 79Q: 3 clusters Score -1262639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1262637.375000 Penalty: 3112.298340
	Iteration 80F: 3 clusters Score -1262637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1262637.750000 Penalty: 3112.298340
	Iteration 81Q: 3 clusters Score -1262638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1262640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1262639.875000 Penalty: 3112.298340
	Iteration 83Q: 3 clusters Score -1262640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1262643.375000 Penalty: 3112.298340
	Iteration 84Q: 3 clusters Score -1262643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1262643.750000 Penalty: 3112.298340
	Iteration 85Q: 3 clusters Score -1262644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1262647.750000 Penalty: 3112.298340
	Iteration 86Q: 3 clusters Score -1262648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1262648.000000 Penalty: 3112.298340
	Iteration 87Q: 3 clusters Score -1262648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1262652.750000 Penalty: 3112.298340
	Iteration 88Q: 3 clusters Score -1262653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1262650.625000 Penalty: 3112.298340
	Iteration 89Q: 3 clusters Score -1262651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1262654.750000 Penalty: 3112.298340
	Iteration 90Q: 3 clusters Score -1262655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1262654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1262657.875000 Penalty: 3112.298340
	Iteration 92Q: 3 clusters Score -1262658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1262664.000000 Penalty: 3112.298340
	Iteration 93Q: 3 clusters Score -1262664 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1262666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1262664 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1262670.625000 Penalty: 3112.298340
	Iteration 96Q: 3 clusters Score -1262671 nChanged 15
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Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3570 members 
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Score: -1262674.750000 Penalty: 3112.298340
	Iteration 97Q: 3 clusters Score -1262675 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1262677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1262676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1262673.750000 Penalty: 3112.298340
	Iteration 100F: 3 clusters Score -1262674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1262680.125000 Penalty: 3112.298340
	Iteration 101Q: 3 clusters Score -1262680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1262681.375000 Penalty: 3112.298340
	Iteration 102Q: 3 clusters Score -1262681 nChanged 27
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Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1262688 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1262698 nChanged 52
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Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1262708.625000 Penalty: 3112.298340
	Iteration 105Q: 3 clusters Score -1262709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1262731.000000 Penalty: 3112.298340
	Iteration 106Q: 3 clusters Score -1262731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1262746.000000 Penalty: 3112.298340
	Iteration 107Q: 3 clusters Score -1262746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1262759 nChanged 53
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Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1262774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1262789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1262802.375000 Penalty: 3112.298340
	Iteration 111Q: 3 clusters Score -1262802 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1262815.625000 Penalty: 3112.298340
	Iteration 112Q: 3 clusters Score -1262816 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1262829.250000 Penalty: 3112.298340
	Iteration 113Q: 3 clusters Score -1262829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1262845.250000 Penalty: 3112.298340
	Iteration 114Q: 3 clusters Score -1262845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1262870.750000 Penalty: 3112.298340
	Iteration 115Q: 3 clusters Score -1262871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1262891.750000 Penalty: 3112.298340
	Iteration 116Q: 3 clusters Score -1262892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1262903.375000 Penalty: 3112.298340
	Iteration 117Q: 3 clusters Score -1262903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1262923.375000 Penalty: 3112.298340
	Iteration 118Q: 3 clusters Score -1262923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1262941.750000 Penalty: 3112.298340
	Iteration 119Q: 3 clusters Score -1262942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1262960.000000 Penalty: 3112.298340
	Iteration 120F: 3 clusters Score -1262960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1262990.000000 Penalty: 3112.298340
	Iteration 121Q: 3 clusters Score -1262990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1263023.375000 Penalty: 3112.298340
	Iteration 122Q: 3 clusters Score -1263023 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1263048.125000 Penalty: 3112.298340
	Iteration 123Q: 3 clusters Score -1263048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1263081.375000 Penalty: 3112.298340
	Iteration 124Q: 3 clusters Score -1263081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1263123.750000 Penalty: 3112.298340
	Iteration 125Q: 3 clusters Score -1263124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1263165.250000 Penalty: 3112.298340
	Iteration 126Q: 3 clusters Score -1263165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1263211.625000 Penalty: 3112.298340
	Iteration 127Q: 3 clusters Score -1263212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1263248.750000 Penalty: 3112.298340
	Iteration 128Q: 3 clusters Score -1263249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1263289.000000 Penalty: 3112.298340
	Iteration 129Q: 3 clusters Score -1263289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1263319.500000 Penalty: 3112.298340
	Iteration 130Q: 3 clusters Score -1263320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1263340.750000 Penalty: 3112.298340
	Iteration 131Q: 3 clusters Score -1263341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1263356.000000 Penalty: 3112.298340
	Iteration 132Q: 3 clusters Score -1263356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1263369.125000 Penalty: 3112.298340
	Iteration 133Q: 3 clusters Score -1263369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1263382.250000 Penalty: 3112.298340
	Iteration 134Q: 3 clusters Score -1263382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1263396.250000 Penalty: 3112.298340
	Iteration 135Q: 3 clusters Score -1263396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1263411.375000 Penalty: 3112.298340
	Iteration 136Q: 3 clusters Score -1263411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1263426.875000 Penalty: 3112.298340
	Iteration 137Q: 3 clusters Score -1263427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1263444.000000 Penalty: 3112.298340
	Iteration 138Q: 3 clusters Score -1263444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1263459.000000 Penalty: 3112.298340
	Iteration 139Q: 3 clusters Score -1263459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1263470.500000 Penalty: 3112.298340
	Iteration 140F: 3 clusters Score -1263470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1263475.750000 Penalty: 3112.298340
	Iteration 141Q: 3 clusters Score -1263476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1263476.750000 Penalty: 3112.298340
	Iteration 142Q: 3 clusters Score -1263477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1263478.875000 Penalty: 3112.298340
	Iteration 143Q: 3 clusters Score -1263479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1263486.500000 Penalty: 3112.298340
	Iteration 144Q: 3 clusters Score -1263486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1263489.500000 Penalty: 3112.298340
	Iteration 145Q: 3 clusters Score -1263490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1263492.750000 Penalty: 3112.298340
	Iteration 146Q: 3 clusters Score -1263493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1263494.625000 Penalty: 3112.298340
	Iteration 147Q: 3 clusters Score -1263495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1263495.375000 Penalty: 3112.298340
	Iteration 148Q: 3 clusters Score -1263495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1263494.000000 Penalty: 3112.298340
	Iteration 149Q: 3 clusters Score -1263494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1263503.625000 Penalty: 3112.298340
	Iteration 150Q: 3 clusters Score -1263504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1263506.000000 Penalty: 3112.298340
	Iteration 151Q: 3 clusters Score -1263506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1263502.875000 Penalty: 3112.298340
	Iteration 152Q: 3 clusters Score -1263503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1263503.000000 Penalty: 3112.298340
	Iteration 153Q: 3 clusters Score -1263503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1263505.500000 Penalty: 3112.298340
	Iteration 154Q: 3 clusters Score -1263506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1263505.875000 Penalty: 3112.298340
	Iteration 155Q: 3 clusters Score -1263506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1263505.000000 Penalty: 3112.298340
	Iteration 156Q: 3 clusters Score -1263505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1263505.750000 Penalty: 3112.298340
	Iteration 157Q: 3 clusters Score -1263506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1263506.375000 Penalty: 3112.298340
	Iteration 158Q: 3 clusters Score -1263506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1263506.625000 Penalty: 3112.298340
	Iteration 159Q: 3 clusters Score -1263507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1263506.875000 Penalty: 3112.298340
	Iteration 160F: 3 clusters Score -1263507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1263509.500000 Penalty: 3112.298340
	Iteration 161Q: 3 clusters Score -1263510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1263509.500000 Penalty: 3112.298340
	Iteration 162Q: 3 clusters Score -1263510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1263509.375000 Penalty: 3112.298340
	Iteration 163Q: 3 clusters Score -1263509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1263509.625000 Penalty: 3112.298340
	Iteration 164Q: 3 clusters Score -1263510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1263510.375000 Penalty: 3112.298340
	Iteration 165Q: 3 clusters Score -1263510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1263509.875000 Penalty: 3112.298340
	Iteration 166Q: 3 clusters Score -1263510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1263512.375000 Penalty: 3112.298340
	Iteration 167Q: 3 clusters Score -1263512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1263514.375000 Penalty: 3112.298340
	Iteration 168Q: 3 clusters Score -1263514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1263515.875000 Penalty: 3112.298340
	Iteration 169Q: 3 clusters Score -1263516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1263516.625000 Penalty: 3112.298340
	Iteration 170Q: 3 clusters Score -1263517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1263516.625000 Penalty: 3112.298340
	Iteration 171Q: 3 clusters Score -1263517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1263516.625000 Penalty: 3112.298340
	Iteration 172F: 3 clusters Score -1263517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (104051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Entering Unmasked Estep 
Score: -9858662.000000 Penalty: 1877.303345
	Iteration 0F: 2 clusters Score -9858662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -9788978.000000 Penalty: 3754.606689
	Iteration 0F: 3 clusters Score -9788978 nChanged 49911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -9817706.000000 Penalty: 3754.606689
	Iteration 1F: 3 clusters Score -9817706 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -9818428.000000 Penalty: 3754.606689
	Iteration 2Q: 3 clusters Score -9818428 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -9819387.000000 Penalty: 3754.606689
	Iteration 3Q: 3 clusters Score -9819387 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -9820845.000000 Penalty: 3754.606689
	Iteration 4Q: 3 clusters Score -9820845 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -9823289.000000 Penalty: 3754.606689
	Iteration 5Q: 3 clusters Score -9823289 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -9827212.000000 Penalty: 3754.606689
	Iteration 6F: 3 clusters Score -9827212 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -9833034.000000 Penalty: 3754.606689
	Iteration 7F: 3 clusters Score -9833034 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -9840337.000000 Penalty: 3754.606689
	Iteration 8F: 3 clusters Score -9840337 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -9846957.000000 Penalty: 3754.606689
	Iteration 9F: 3 clusters Score -9846957 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -9850537.000000 Penalty: 3754.606689
	Iteration 10Q: 3 clusters Score -9850537 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -9852039.000000 Penalty: 3754.606689
	Iteration 11Q: 3 clusters Score -9852039 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -9852886.000000 Penalty: 3754.606689
	Iteration 12Q: 3 clusters Score -9852886 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -9853491.000000 Penalty: 3754.606689
	Iteration 13Q: 3 clusters Score -9853491 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -9853912.000000 Penalty: 3754.606689
	Iteration 14Q: 3 clusters Score -9853912 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -9854253.000000 Penalty: 3754.606689
	Iteration 15Q: 3 clusters Score -9854253 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -9854517.000000 Penalty: 3754.606689
	Iteration 16Q: 3 clusters Score -9854517 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -9854761.000000 Penalty: 3754.606689
	Iteration 17Q: 3 clusters Score -9854761 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 90909 members 
Entering Unmasked Estep 
Score: -9854966.000000 Penalty: 3754.606689
	Iteration 18Q: 3 clusters Score -9854966 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -9855135.000000 Penalty: 3754.606689
	Iteration 19Q: 3 clusters Score -9855135 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -9855279.000000 Penalty: 3754.606689
	Iteration 20F: 3 clusters Score -9855279 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -9855404.000000 Penalty: 3754.606689
	Iteration 21Q: 3 clusters Score -9855404 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -9855488.000000 Penalty: 3754.606689
	Iteration 22Q: 3 clusters Score -9855488 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -9855621.000000 Penalty: 3754.606689
	Iteration 23Q: 3 clusters Score -9855621 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -9855682.000000 Penalty: 3754.606689
	Iteration 24Q: 3 clusters Score -9855682 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -9855791.000000 Penalty: 3754.606689
	Iteration 25Q: 3 clusters Score -9855791 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -9855914.000000 Penalty: 3754.606689
	Iteration 26Q: 3 clusters Score -9855914 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -9856021.000000 Penalty: 3754.606689
	Iteration 27Q: 3 clusters Score -9856021 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -9856128.000000 Penalty: 3754.606689
	Iteration 28Q: 3 clusters Score -9856128 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -9856256.000000 Penalty: 3754.606689
	Iteration 29Q: 3 clusters Score -9856256 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -9856379.000000 Penalty: 3754.606689
	Iteration 30Q: 3 clusters Score -9856379 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -9856465.000000 Penalty: 3754.606689
	Iteration 31Q: 3 clusters Score -9856465 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
Score: -9856546.000000 Penalty: 3754.606689
	Iteration 32Q: 3 clusters Score -9856546 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -9856635.000000 Penalty: 3754.606689
	Iteration 33Q: 3 clusters Score -9856635 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -9856741.000000 Penalty: 3754.606689
	Iteration 34Q: 3 clusters Score -9856741 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 98224 members 
Entering Unmasked Estep 
Score: -9856812.000000 Penalty: 3754.606689
	Iteration 35Q: 3 clusters Score -9856812 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -9856897.000000 Penalty: 3754.606689
	Iteration 36Q: 3 clusters Score -9856897 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -9856917.000000 Penalty: 3754.606689
	Iteration 37Q: 3 clusters Score -9856917 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 98908 members 
Entering Unmasked Estep 
Score: -9856993.000000 Penalty: 3754.606689
	Iteration 38Q: 3 clusters Score -9856993 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -9857046.000000 Penalty: 3754.606689
	Iteration 39Q: 3 clusters Score -9857046 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -9857089.000000 Penalty: 3754.606689
	Iteration 40F: 3 clusters Score -9857089 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -9857120.000000 Penalty: 3754.606689
	Iteration 41Q: 3 clusters Score -9857120 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -9857183.000000 Penalty: 3754.606689
	Iteration 42Q: 3 clusters Score -9857183 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -9857265.000000 Penalty: 3754.606689
	Iteration 43Q: 3 clusters Score -9857265 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 99944 members 
Entering Unmasked Estep 
Score: -9857265.000000 Penalty: 3754.606689
	Iteration 44Q: 3 clusters Score -9857265 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 100077 members 
Entering Unmasked Estep 
Score: -9857288.000000 Penalty: 3754.606689
	Iteration 45Q: 3 clusters Score -9857288 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -9857308.000000 Penalty: 3754.606689
	Iteration 46Q: 3 clusters Score -9857308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 100258 members 
Entering Unmasked Estep 
Score: -9857295.000000 Penalty: 3754.606689
	Iteration 47Q: 3 clusters Score -9857295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 100321 members 
Entering Unmasked Estep 
Score: -9857314.000000 Penalty: 3754.606689
	Iteration 48Q: 3 clusters Score -9857314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -9857339.000000 Penalty: 3754.606689
	Iteration 49Q: 3 clusters Score -9857339 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -9857352.000000 Penalty: 3754.606689
	Iteration 50Q: 3 clusters Score -9857352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -9857374.000000 Penalty: 3754.606689
	Iteration 51Q: 3 clusters Score -9857374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -9857372.000000 Penalty: 3754.606689
	Iteration 52Q: 3 clusters Score -9857372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -9857384.000000 Penalty: 3754.606689
	Iteration 53Q: 3 clusters Score -9857384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -9857385.000000 Penalty: 3754.606689
	Iteration 54Q: 3 clusters Score -9857385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -9857383.000000 Penalty: 3754.606689
	Iteration 55Q: 3 clusters Score -9857383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -9857387.000000 Penalty: 3754.606689
	Iteration 56Q: 3 clusters Score -9857387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 100785 members 
Entering Unmasked Estep 
Score: -9857398.000000 Penalty: 3754.606689
	Iteration 57Q: 3 clusters Score -9857398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -9857392.000000 Penalty: 3754.606689
	Iteration 58Q: 3 clusters Score -9857392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -9857415.000000 Penalty: 3754.606689
	Iteration 59Q: 3 clusters Score -9857415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -9857413.000000 Penalty: 3754.606689
	Iteration 60F: 3 clusters Score -9857413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -9857419.000000 Penalty: 3754.606689
	Iteration 61Q: 3 clusters Score -9857419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 100951 members 
Entering Unmasked Estep 
Score: -9857420.000000 Penalty: 3754.606689
	Iteration 62Q: 3 clusters Score -9857420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -9857448.000000 Penalty: 3754.606689
	Iteration 63Q: 3 clusters Score -9857448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -9857454.000000 Penalty: 3754.606689
	Iteration 64Q: 3 clusters Score -9857454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -9857447.000000 Penalty: 3754.606689
	Iteration 65Q: 3 clusters Score -9857447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -9857467.000000 Penalty: 3754.606689
	Iteration 66Q: 3 clusters Score -9857467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -9857473.000000 Penalty: 3754.606689
	Iteration 67Q: 3 clusters Score -9857473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -9857471.000000 Penalty: 3754.606689
	Iteration 68Q: 3 clusters Score -9857471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -9857474.000000 Penalty: 3754.606689
	Iteration 69Q: 3 clusters Score -9857474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -9857477.000000 Penalty: 3754.606689
	Iteration 70Q: 3 clusters Score -9857477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -9857479.000000 Penalty: 3754.606689
	Iteration 71Q: 3 clusters Score -9857479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -9857476.000000 Penalty: 3754.606689
	Iteration 72Q: 3 clusters Score -9857476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -9857480.000000 Penalty: 3754.606689
	Iteration 73Q: 3 clusters Score -9857480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -9857483.000000 Penalty: 3754.606689
	Iteration 74Q: 3 clusters Score -9857483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -9857481.000000 Penalty: 3754.606689
	Iteration 75Q: 3 clusters Score -9857481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 101234 members 
Entering Unmasked Estep 
Score: -9857487.000000 Penalty: 3754.606689
	Iteration 76Q: 3 clusters Score -9857487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -9857482.000000 Penalty: 3754.606689
	Iteration 77Q: 3 clusters Score -9857482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -9857494.000000 Penalty: 3754.606689
	Iteration 78Q: 3 clusters Score -9857494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -9857500.000000 Penalty: 3754.606689
	Iteration 79Q: 3 clusters Score -9857500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -9857516.000000 Penalty: 3754.606689
	Iteration 80F: 3 clusters Score -9857516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -9857509.000000 Penalty: 3754.606689
	Iteration 81Q: 3 clusters Score -9857509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 101348 members 
Entering Unmasked Estep 
Score: -9857507.000000 Penalty: 3754.606689
	Iteration 82Q: 3 clusters Score -9857507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -9857510.000000 Penalty: 3754.606689
	Iteration 83Q: 3 clusters Score -9857510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
Score: -9857507.000000 Penalty: 3754.606689
	Iteration 84Q: 3 clusters Score -9857507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -9857505.000000 Penalty: 3754.606689
	Iteration 85Q: 3 clusters Score -9857505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -9857506.000000 Penalty: 3754.606689
	Iteration 86Q: 3 clusters Score -9857506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -9857513.000000 Penalty: 3754.606689
	Iteration 87Q: 3 clusters Score -9857513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -9857511.000000 Penalty: 3754.606689
	Iteration 88Q: 3 clusters Score -9857511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -9857526.000000 Penalty: 3754.606689
	Iteration 89Q: 3 clusters Score -9857526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -9857524.000000 Penalty: 3754.606689
	Iteration 90Q: 3 clusters Score -9857524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -9857526.000000 Penalty: 3754.606689
	Iteration 91Q: 3 clusters Score -9857526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -9857526.000000 Penalty: 3754.606689
	Iteration 92Q: 3 clusters Score -9857526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 101455 members 
Entering Unmasked Estep 
Score: -9857513.000000 Penalty: 3754.606689
	Iteration 93Q: 3 clusters Score -9857513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -9857504.000000 Penalty: 3754.606689
	Iteration 94Q: 3 clusters Score -9857504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -9857505.000000 Penalty: 3754.606689
	Iteration 95Q: 3 clusters Score -9857505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -9857503.000000 Penalty: 3754.606689
	Iteration 96Q: 3 clusters Score -9857503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -9857502.000000 Penalty: 3754.606689
	Iteration 97Q: 3 clusters Score -9857502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -9857505.000000 Penalty: 3754.606689
	Iteration 98Q: 3 clusters Score -9857505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -9857512.000000 Penalty: 3754.606689
	Iteration 99Q: 3 clusters Score -9857512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -9857514.000000 Penalty: 3754.606689
	Iteration 100F: 3 clusters Score -9857514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -9857515.000000 Penalty: 3754.606689
	Iteration 101Q: 3 clusters Score -9857515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -9857516.000000 Penalty: 3754.606689
	Iteration 102Q: 3 clusters Score -9857516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 101509 members 
Entering Unmasked Estep 
Score: -9857521.000000 Penalty: 3754.606689
	Iteration 103Q: 3 clusters Score -9857521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 101511 members 
Entering Unmasked Estep 
Score: -9857514.000000 Penalty: 3754.606689
	Iteration 104Q: 3 clusters Score -9857514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 101516 members 
Entering Unmasked Estep 
Score: -9857512.000000 Penalty: 3754.606689
	Iteration 105Q: 3 clusters Score -9857512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -9857504.000000 Penalty: 3754.606689
	Iteration 106Q: 3 clusters Score -9857504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -9857522.000000 Penalty: 3754.606689
	Iteration 107Q: 3 clusters Score -9857522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -9857517.000000 Penalty: 3754.606689
	Iteration 108Q: 3 clusters Score -9857517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -9857517.000000 Penalty: 3754.606689
	Iteration 109Q: 3 clusters Score -9857517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -9857517.000000 Penalty: 3754.606689
	Iteration 110Q: 3 clusters Score -9857517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -9857515.000000 Penalty: 3754.606689
	Iteration 111Q: 3 clusters Score -9857515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -9857522.000000 Penalty: 3754.606689
	Iteration 112Q: 3 clusters Score -9857522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -9857522.000000 Penalty: 3754.606689
	Iteration 113Q: 3 clusters Score -9857522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -9857522.000000 Penalty: 3754.606689
	Iteration 114F: 3 clusters Score -9857522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -63863.390625 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -63863.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62590.820312 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -62590.82 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62895.753906 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -62895.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63075.953125 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -63075.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63264.058594 Penalty: 2180.919922
	Iteration 3F: 3 clusters Score -63264.06 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63400.902344 Penalty: 2180.919922
	Iteration 4F: 3 clusters Score -63400.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63480.199219 Penalty: 2180.919922
	Iteration 5Q: 3 clusters Score -63480.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63510.855469 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -63510.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63538.320312 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -63538.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63556.878906 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -63556.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63568.152344 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -63568.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63574.218750 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -63574.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63577.738281 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -63577.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63580.824219 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -63580.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63582.398438 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -63582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63582.398438 Penalty: 2180.919922
	Iteration 14F: 3 clusters Score -63582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Entering Unmasked Estep 
Score: -3333926.250000 Penalty: 1700.833618
	Iteration 0F: 2 clusters Score -3333926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3310265.250000 Penalty: 3401.667236
	Iteration 0F: 3 clusters Score -3310265 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3319801.250000 Penalty: 3401.667236
	Iteration 1F: 3 clusters Score -3319801 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3320718.000000 Penalty: 3401.667236
	Iteration 2F: 3 clusters Score -3320718 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3321950.000000 Penalty: 3401.667236
	Iteration 3F: 3 clusters Score -3321950 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3323421.750000 Penalty: 3401.667236
	Iteration 4F: 3 clusters Score -3323422 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3325124.250000 Penalty: 3401.667236
	Iteration 5F: 3 clusters Score -3325124 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3326741.750000 Penalty: 3401.667236
	Iteration 6F: 3 clusters Score -3326742 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3327966.500000 Penalty: 3401.667236
	Iteration 7Q: 3 clusters Score -3327966 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3328834.000000 Penalty: 3401.667236
	Iteration 8Q: 3 clusters Score -3328834 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3329396.500000 Penalty: 3401.667236
	Iteration 9Q: 3 clusters Score -3329396 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3329806.000000 Penalty: 3401.667236
	Iteration 10Q: 3 clusters Score -3329806 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3330096.750000 Penalty: 3401.667236
	Iteration 11Q: 3 clusters Score -3330097 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3330328.250000 Penalty: 3401.667236
	Iteration 12Q: 3 clusters Score -3330328 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3330549.500000 Penalty: 3401.667236
	Iteration 13Q: 3 clusters Score -3330550 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3330743.750000 Penalty: 3401.667236
	Iteration 14Q: 3 clusters Score -3330744 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3330945.750000 Penalty: 3401.667236
	Iteration 15Q: 3 clusters Score -3330946 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3331117.500000 Penalty: 3401.667236
	Iteration 16Q: 3 clusters Score -3331118 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3331271.500000 Penalty: 3401.667236
	Iteration 17Q: 3 clusters Score -3331272 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3331422.750000 Penalty: 3401.667236
	Iteration 18Q: 3 clusters Score -3331423 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3331569.500000 Penalty: 3401.667236
	Iteration 19Q: 3 clusters Score -3331570 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3331708.750000 Penalty: 3401.667236
	Iteration 20F: 3 clusters Score -3331709 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3331814.250000 Penalty: 3401.667236
	Iteration 21Q: 3 clusters Score -3331814 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3331920.750000 Penalty: 3401.667236
	Iteration 22Q: 3 clusters Score -3331921 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3331997.250000 Penalty: 3401.667236
	Iteration 23Q: 3 clusters Score -3331997 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3332085.500000 Penalty: 3401.667236
	Iteration 24Q: 3 clusters Score -3332086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3332135.250000 Penalty: 3401.667236
	Iteration 25Q: 3 clusters Score -3332135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3332180.500000 Penalty: 3401.667236
	Iteration 26Q: 3 clusters Score -3332180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3332219.250000 Penalty: 3401.667236
	Iteration 27Q: 3 clusters Score -3332219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3332250.000000 Penalty: 3401.667236
	Iteration 28Q: 3 clusters Score -3332250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3332277.250000 Penalty: 3401.667236
	Iteration 29Q: 3 clusters Score -3332277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3332309.500000 Penalty: 3401.667236
	Iteration 30Q: 3 clusters Score -3332310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3332320.750000 Penalty: 3401.667236
	Iteration 31Q: 3 clusters Score -3332321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3332340.500000 Penalty: 3401.667236
	Iteration 32Q: 3 clusters Score -3332340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3332342.500000 Penalty: 3401.667236
	Iteration 33Q: 3 clusters Score -3332342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3332347.500000 Penalty: 3401.667236
	Iteration 34Q: 3 clusters Score -3332348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3332353.250000 Penalty: 3401.667236
	Iteration 35Q: 3 clusters Score -3332353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3332354.750000 Penalty: 3401.667236
	Iteration 36Q: 3 clusters Score -3332355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3332356.750000 Penalty: 3401.667236
	Iteration 37Q: 3 clusters Score -3332357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3332363.250000 Penalty: 3401.667236
	Iteration 38Q: 3 clusters Score -3332363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3332368.500000 Penalty: 3401.667236
	Iteration 39Q: 3 clusters Score -3332368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3332373.250000 Penalty: 3401.667236
	Iteration 40F: 3 clusters Score -3332373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3332380.000000 Penalty: 3401.667236
	Iteration 41Q: 3 clusters Score -3332380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3332379.250000 Penalty: 3401.667236
	Iteration 42Q: 3 clusters Score -3332379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3332383.750000 Penalty: 3401.667236
	Iteration 43Q: 3 clusters Score -3332384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3332392.250000 Penalty: 3401.667236
	Iteration 44Q: 3 clusters Score -3332392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3332391.500000 Penalty: 3401.667236
	Iteration 45Q: 3 clusters Score -3332392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3332403.250000 Penalty: 3401.667236
	Iteration 46Q: 3 clusters Score -3332403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3332405.000000 Penalty: 3401.667236
	Iteration 47Q: 3 clusters Score -3332405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3332402.750000 Penalty: 3401.667236
	Iteration 48Q: 3 clusters Score -3332403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3332405.500000 Penalty: 3401.667236
	Iteration 49Q: 3 clusters Score -3332406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3332405.500000 Penalty: 3401.667236
	Iteration 50F: 3 clusters Score -3332406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -35796.957031 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -35796.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34812.433594 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -34812.43 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35011.382812 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -35011.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35097.742188 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -35097.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35210.414062 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -35210.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35377.937500 Penalty: 2008.505371
	Iteration 4F: 3 clusters Score -35377.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35514.078125 Penalty: 2008.505371
	Iteration 5F: 3 clusters Score -35514.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35594.644531 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -35594.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35618.742188 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -35618.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35632.328125 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -35632.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35638.042969 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -35638.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35639.796875 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -35639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35642.710938 Penalty: 2008.505371
	Iteration 11Q: 3 clusters Score -35642.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35647.769531 Penalty: 2008.505371
	Iteration 12Q: 3 clusters Score -35647.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35647.769531 Penalty: 2008.505371
	Iteration 13F: 3 clusters Score -35647.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Entering Unmasked Estep 
Score: -1118834.875000 Penalty: 1527.145020
	Iteration 0F: 2 clusters Score -1118835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1110310.375000 Penalty: 3054.290039
	Iteration 0F: 3 clusters Score -1110310 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1113191.500000 Penalty: 3054.290039
	Iteration 1F: 3 clusters Score -1113192 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1113487.625000 Penalty: 3054.290039
	Iteration 2F: 3 clusters Score -1113488 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1113778.250000 Penalty: 3054.290039
	Iteration 3F: 3 clusters Score -1113778 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1114085.875000 Penalty: 3054.290039
	Iteration 4Q: 3 clusters Score -1114086 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1114472.375000 Penalty: 3054.290039
	Iteration 5F: 3 clusters Score -1114472 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1114953.625000 Penalty: 3054.290039
	Iteration 6F: 3 clusters Score -1114954 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1115535.625000 Penalty: 3054.290039
	Iteration 7F: 3 clusters Score -1115536 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1116178.125000 Penalty: 3054.290039
	Iteration 8F: 3 clusters Score -1116178 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1116683.625000 Penalty: 3054.290039
	Iteration 9Q: 3 clusters Score -1116684 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1116992.000000 Penalty: 3054.290039
	Iteration 10Q: 3 clusters Score -1116992 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1117201.125000 Penalty: 3054.290039
	Iteration 11Q: 3 clusters Score -1117201 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1117320.500000 Penalty: 3054.290039
	Iteration 12Q: 3 clusters Score -1117320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1117382.625000 Penalty: 3054.290039
	Iteration 13Q: 3 clusters Score -1117383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1117416.000000 Penalty: 3054.290039
	Iteration 14Q: 3 clusters Score -1117416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1117440.000000 Penalty: 3054.290039
	Iteration 15Q: 3 clusters Score -1117440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1117460.875000 Penalty: 3054.290039
	Iteration 16Q: 3 clusters Score -1117461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1117478.250000 Penalty: 3054.290039
	Iteration 17Q: 3 clusters Score -1117478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1117492.250000 Penalty: 3054.290039
	Iteration 18Q: 3 clusters Score -1117492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1117502.625000 Penalty: 3054.290039
	Iteration 19Q: 3 clusters Score -1117503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1117514.500000 Penalty: 3054.290039
	Iteration 20F: 3 clusters Score -1117514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1117524.875000 Penalty: 3054.290039
	Iteration 21Q: 3 clusters Score -1117525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1117530.625000 Penalty: 3054.290039
	Iteration 22Q: 3 clusters Score -1117531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1117534.750000 Penalty: 3054.290039
	Iteration 23Q: 3 clusters Score -1117535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1117537.375000 Penalty: 3054.290039
	Iteration 24Q: 3 clusters Score -1117537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1117538.875000 Penalty: 3054.290039
	Iteration 25Q: 3 clusters Score -1117539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1117539.375000 Penalty: 3054.290039
	Iteration 26Q: 3 clusters Score -1117539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1117539.750000 Penalty: 3054.290039
	Iteration 27Q: 3 clusters Score -1117540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1117539.750000 Penalty: 3054.290039
	Iteration 28F: 3 clusters Score -1117540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -197008.328125 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -197008.3 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 1228 members 
Entering Unmasked Estep 
Score: -194634.968750 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -194635 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -195181.484375 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -195181.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -195350.921875 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -195350.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -195443.953125 Penalty: 2528.326904
	Iteration 3F: 3 clusters Score -195444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -195510.671875 Penalty: 2528.326904
	Iteration 4Q: 3 clusters Score -195510.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -195566.062500 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -195566.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -195619.531250 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -195619.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -195669.156250 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -195669.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -195707.875000 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -195707.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -195743.984375 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -195744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -195773.546875 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -195773.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -195805.734375 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -195805.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -195833.250000 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -195833.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -195851.718750 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -195851.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -195870.468750 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -195870.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -195886.546875 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -195886.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -195903.406250 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -195903.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -195919.875000 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -195919.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -195939.531250 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -195939.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -195958.750000 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -195958.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -195975.515625 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -195975.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -195992.937500 Penalty: 2528.326904
	Iteration 21Q: 3 clusters Score -195992.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -196010.531250 Penalty: 2528.326904
	Iteration 22Q: 3 clusters Score -196010.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -196028.031250 Penalty: 2528.326904
	Iteration 23Q: 3 clusters Score -196028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -196040.484375 Penalty: 2528.326904
	Iteration 24Q: 3 clusters Score -196040.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -196050.046875 Penalty: 2528.326904
	Iteration 25Q: 3 clusters Score -196050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -196061.000000 Penalty: 2528.326904
	Iteration 26Q: 3 clusters Score -196061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -196077.718750 Penalty: 2528.326904
	Iteration 27Q: 3 clusters Score -196077.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -196094.937500 Penalty: 2528.326904
	Iteration 28Q: 3 clusters Score -196094.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -196107.140625 Penalty: 2528.326904
	Iteration 29Q: 3 clusters Score -196107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -196114.015625 Penalty: 2528.326904
	Iteration 30Q: 3 clusters Score -196114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -196118.328125 Penalty: 2528.326904
	Iteration 31Q: 3 clusters Score -196118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -196118.484375 Penalty: 2528.326904
	Iteration 32Q: 3 clusters Score -196118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -196118.812500 Penalty: 2528.326904
	Iteration 33Q: 3 clusters Score -196118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -196118.812500 Penalty: 2528.326904
	Iteration 34F: 3 clusters Score -196118.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -19239.080078 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -19239.08 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 197 members 
Entering Unmasked Estep 
Score: -18342.029297 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -18342.03 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18607.548828 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -18607.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18819.380859 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -18819.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18951.375000 Penalty: 1956.042847
	Iteration 3F: 3 clusters Score -18951.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19019.619141 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -19019.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19057.412109 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -19057.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19097.792969 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -19097.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19121.263672 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -19121.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19121.912109 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -19121.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19121.912109 Penalty: 1956.042847
	Iteration 9F: 3 clusters Score -19121.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Entering Unmasked Estep 
Score: -1285660.250000 Penalty: 1546.144043
	Iteration 0F: 2 clusters Score -1285660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1276220.875000 Penalty: 3092.288086
	Iteration 0F: 3 clusters Score -1276221 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1279486.750000 Penalty: 3092.288086
	Iteration 1F: 3 clusters Score -1279487 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1279839.000000 Penalty: 3092.288086
	Iteration 2F: 3 clusters Score -1279839 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1280180.500000 Penalty: 3092.288086
	Iteration 3F: 3 clusters Score -1280180 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1280577.125000 Penalty: 3092.288086
	Iteration 4Q: 3 clusters Score -1280577 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1281038.750000 Penalty: 3092.288086
	Iteration 5F: 3 clusters Score -1281039 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1281517.250000 Penalty: 3092.288086
	Iteration 6F: 3 clusters Score -1281517 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1281981.625000 Penalty: 3092.288086
	Iteration 7F: 3 clusters Score -1281982 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1282392.125000 Penalty: 3092.288086
	Iteration 8Q: 3 clusters Score -1282392 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1282763.375000 Penalty: 3092.288086
	Iteration 9Q: 3 clusters Score -1282763 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1283042.625000 Penalty: 3092.288086
	Iteration 10Q: 3 clusters Score -1283043 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1283240.125000 Penalty: 3092.288086
	Iteration 11Q: 3 clusters Score -1283240 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1283407.500000 Penalty: 3092.288086
	Iteration 12Q: 3 clusters Score -1283408 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1283540.625000 Penalty: 3092.288086
	Iteration 13Q: 3 clusters Score -1283541 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1283647.750000 Penalty: 3092.288086
	Iteration 14Q: 3 clusters Score -1283648 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1283739.125000 Penalty: 3092.288086
	Iteration 15Q: 3 clusters Score -1283739 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1283808.750000 Penalty: 3092.288086
	Iteration 16Q: 3 clusters Score -1283809 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1283871.875000 Penalty: 3092.288086
	Iteration 17Q: 3 clusters Score -1283872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1283927.625000 Penalty: 3092.288086
	Iteration 18Q: 3 clusters Score -1283928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1283985.375000 Penalty: 3092.288086
	Iteration 19Q: 3 clusters Score -1283985 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1284030.375000 Penalty: 3092.288086
	Iteration 20F: 3 clusters Score -1284030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1284065.750000 Penalty: 3092.288086
	Iteration 21Q: 3 clusters Score -1284066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1284095.250000 Penalty: 3092.288086
	Iteration 22Q: 3 clusters Score -1284095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1284117.875000 Penalty: 3092.288086
	Iteration 23Q: 3 clusters Score -1284118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1284133.875000 Penalty: 3092.288086
	Iteration 24Q: 3 clusters Score -1284134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1284148.125000 Penalty: 3092.288086
	Iteration 25Q: 3 clusters Score -1284148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1284159.500000 Penalty: 3092.288086
	Iteration 26Q: 3 clusters Score -1284160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1284173.500000 Penalty: 3092.288086
	Iteration 27Q: 3 clusters Score -1284174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1284177.625000 Penalty: 3092.288086
	Iteration 28Q: 3 clusters Score -1284178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1284182.625000 Penalty: 3092.288086
	Iteration 29Q: 3 clusters Score -1284183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1284186.000000 Penalty: 3092.288086
	Iteration 30Q: 3 clusters Score -1284186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1284194.750000 Penalty: 3092.288086
	Iteration 31Q: 3 clusters Score -1284195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1284197.500000 Penalty: 3092.288086
	Iteration 32Q: 3 clusters Score -1284198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1284203.375000 Penalty: 3092.288086
	Iteration 33Q: 3 clusters Score -1284203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1284208.250000 Penalty: 3092.288086
	Iteration 34Q: 3 clusters Score -1284208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1284208.875000 Penalty: 3092.288086
	Iteration 35Q: 3 clusters Score -1284209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1284212.375000 Penalty: 3092.288086
	Iteration 36Q: 3 clusters Score -1284212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1284221.875000 Penalty: 3092.288086
	Iteration 37Q: 3 clusters Score -1284222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1284226.000000 Penalty: 3092.288086
	Iteration 38Q: 3 clusters Score -1284226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1284231.125000 Penalty: 3092.288086
	Iteration 39Q: 3 clusters Score -1284231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1284240.625000 Penalty: 3092.288086
	Iteration 40F: 3 clusters Score -1284241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1284251.000000 Penalty: 3092.288086
	Iteration 41Q: 3 clusters Score -1284251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1284259.875000 Penalty: 3092.288086
	Iteration 42Q: 3 clusters Score -1284260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1284267.750000 Penalty: 3092.288086
	Iteration 43Q: 3 clusters Score -1284268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1284277.375000 Penalty: 3092.288086
	Iteration 44Q: 3 clusters Score -1284277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1284282.125000 Penalty: 3092.288086
	Iteration 45Q: 3 clusters Score -1284282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1284285.625000 Penalty: 3092.288086
	Iteration 46Q: 3 clusters Score -1284286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1284292.125000 Penalty: 3092.288086
	Iteration 47Q: 3 clusters Score -1284292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1284294.750000 Penalty: 3092.288086
	Iteration 48Q: 3 clusters Score -1284295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1284298.750000 Penalty: 3092.288086
	Iteration 49Q: 3 clusters Score -1284299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1284300.125000 Penalty: 3092.288086
	Iteration 50Q: 3 clusters Score -1284300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1284303.375000 Penalty: 3092.288086
	Iteration 51Q: 3 clusters Score -1284303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1284308.875000 Penalty: 3092.288086
	Iteration 52Q: 3 clusters Score -1284309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1284310.875000 Penalty: 3092.288086
	Iteration 53Q: 3 clusters Score -1284311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1284313.250000 Penalty: 3092.288086
	Iteration 54Q: 3 clusters Score -1284313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1284316.750000 Penalty: 3092.288086
	Iteration 55Q: 3 clusters Score -1284317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1284319.125000 Penalty: 3092.288086
	Iteration 56Q: 3 clusters Score -1284319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1284323.625000 Penalty: 3092.288086
	Iteration 57Q: 3 clusters Score -1284324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1284327.000000 Penalty: 3092.288086
	Iteration 58Q: 3 clusters Score -1284327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1284331.375000 Penalty: 3092.288086
	Iteration 59Q: 3 clusters Score -1284331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1284336.750000 Penalty: 3092.288086
	Iteration 60F: 3 clusters Score -1284337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1284347.125000 Penalty: 3092.288086
	Iteration 61Q: 3 clusters Score -1284347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1284349.875000 Penalty: 3092.288086
	Iteration 62Q: 3 clusters Score -1284350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1284350.375000 Penalty: 3092.288086
	Iteration 63Q: 3 clusters Score -1284350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1284349.875000 Penalty: 3092.288086
	Iteration 64Q: 3 clusters Score -1284350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1284353.250000 Penalty: 3092.288086
	Iteration 65Q: 3 clusters Score -1284353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1284355.000000 Penalty: 3092.288086
	Iteration 66Q: 3 clusters Score -1284355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1284355.250000 Penalty: 3092.288086
	Iteration 67Q: 3 clusters Score -1284355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1284355.000000 Penalty: 3092.288086
	Iteration 68Q: 3 clusters Score -1284355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1284355.500000 Penalty: 3092.288086
	Iteration 69Q: 3 clusters Score -1284356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1284357.125000 Penalty: 3092.288086
	Iteration 70Q: 3 clusters Score -1284357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1284358.750000 Penalty: 3092.288086
	Iteration 71Q: 3 clusters Score -1284359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1284359.125000 Penalty: 3092.288086
	Iteration 72Q: 3 clusters Score -1284359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1284359.125000 Penalty: 3092.288086
	Iteration 73F: 3 clusters Score -1284359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Entering Unmasked Estep 
Score: -3452981.000000 Penalty: 1706.605347
	Iteration 0F: 2 clusters Score -3452981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3428495.000000 Penalty: 3413.210693
	Iteration 0F: 3 clusters Score -3428495 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3438174.750000 Penalty: 3413.210693
	Iteration 1F: 3 clusters Score -3438175 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3438601.750000 Penalty: 3413.210693
	Iteration 2Q: 3 clusters Score -3438602 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3439027.000000 Penalty: 3413.210693
	Iteration 3Q: 3 clusters Score -3439027 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3439463.000000 Penalty: 3413.210693
	Iteration 4Q: 3 clusters Score -3439463 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3439942.000000 Penalty: 3413.210693
	Iteration 5Q: 3 clusters Score -3439942 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3440557.000000 Penalty: 3413.210693
	Iteration 6Q: 3 clusters Score -3440557 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3441557.500000 Penalty: 3413.210693
	Iteration 7Q: 3 clusters Score -3441558 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3442971.000000 Penalty: 3413.210693
	Iteration 8F: 3 clusters Score -3442971 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3444629.750000 Penalty: 3413.210693
	Iteration 9F: 3 clusters Score -3444630 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3446007.000000 Penalty: 3413.210693
	Iteration 10F: 3 clusters Score -3446007 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3446698.000000 Penalty: 3413.210693
	Iteration 11Q: 3 clusters Score -3446698 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3447050.250000 Penalty: 3413.210693
	Iteration 12Q: 3 clusters Score -3447050 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3447266.500000 Penalty: 3413.210693
	Iteration 13Q: 3 clusters Score -3447266 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3447434.000000 Penalty: 3413.210693
	Iteration 14Q: 3 clusters Score -3447434 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3447545.000000 Penalty: 3413.210693
	Iteration 15Q: 3 clusters Score -3447545 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3447680.000000 Penalty: 3413.210693
	Iteration 16Q: 3 clusters Score -3447680 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3447799.000000 Penalty: 3413.210693
	Iteration 17Q: 3 clusters Score -3447799 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3447894.000000 Penalty: 3413.210693
	Iteration 18Q: 3 clusters Score -3447894 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3447981.250000 Penalty: 3413.210693
	Iteration 19Q: 3 clusters Score -3447981 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3448077.500000 Penalty: 3413.210693
	Iteration 20F: 3 clusters Score -3448078 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3448150.000000 Penalty: 3413.210693
	Iteration 21Q: 3 clusters Score -3448150 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3448254.500000 Penalty: 3413.210693
	Iteration 22Q: 3 clusters Score -3448254 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3448308.750000 Penalty: 3413.210693
	Iteration 23Q: 3 clusters Score -3448309 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3448390.000000 Penalty: 3413.210693
	Iteration 24Q: 3 clusters Score -3448390 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3448447.500000 Penalty: 3413.210693
	Iteration 25Q: 3 clusters Score -3448448 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3448508.250000 Penalty: 3413.210693
	Iteration 26Q: 3 clusters Score -3448508 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3448553.000000 Penalty: 3413.210693
	Iteration 27Q: 3 clusters Score -3448553 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3448604.500000 Penalty: 3413.210693
	Iteration 28Q: 3 clusters Score -3448604 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3448661.250000 Penalty: 3413.210693
	Iteration 29Q: 3 clusters Score -3448661 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3448723.500000 Penalty: 3413.210693
	Iteration 30Q: 3 clusters Score -3448724 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3448763.500000 Penalty: 3413.210693
	Iteration 31Q: 3 clusters Score -3448764 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3448821.000000 Penalty: 3413.210693
	Iteration 32Q: 3 clusters Score -3448821 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3448866.250000 Penalty: 3413.210693
	Iteration 33Q: 3 clusters Score -3448866 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3448922.500000 Penalty: 3413.210693
	Iteration 34Q: 3 clusters Score -3448922 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3448956.000000 Penalty: 3413.210693
	Iteration 35Q: 3 clusters Score -3448956 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3449023.000000 Penalty: 3413.210693
	Iteration 36Q: 3 clusters Score -3449023 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3449070.750000 Penalty: 3413.210693
	Iteration 37Q: 3 clusters Score -3449071 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3449140.250000 Penalty: 3413.210693
	Iteration 38Q: 3 clusters Score -3449140 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3449207.750000 Penalty: 3413.210693
	Iteration 39Q: 3 clusters Score -3449208 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3449296.500000 Penalty: 3413.210693
	Iteration 40F: 3 clusters Score -3449296 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3449357.500000 Penalty: 3413.210693
	Iteration 41Q: 3 clusters Score -3449358 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3449426.250000 Penalty: 3413.210693
	Iteration 42Q: 3 clusters Score -3449426 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3449496.250000 Penalty: 3413.210693
	Iteration 43Q: 3 clusters Score -3449496 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3449561.000000 Penalty: 3413.210693
	Iteration 44Q: 3 clusters Score -3449561 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3449637.000000 Penalty: 3413.210693
	Iteration 45Q: 3 clusters Score -3449637 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3449691.750000 Penalty: 3413.210693
	Iteration 46Q: 3 clusters Score -3449692 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3449749.500000 Penalty: 3413.210693
	Iteration 47Q: 3 clusters Score -3449750 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3449815.000000 Penalty: 3413.210693
	Iteration 48Q: 3 clusters Score -3449815 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3449858.250000 Penalty: 3413.210693
	Iteration 49Q: 3 clusters Score -3449858 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3449907.750000 Penalty: 3413.210693
	Iteration 50Q: 3 clusters Score -3449908 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3449966 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3450017 nChanged 246
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Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3450068 nChanged 254
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Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 25628 members 
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	Iteration 54Q: 3 clusters Score -3450103 nChanged 273
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Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3450148 nChanged 256
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Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3450197 nChanged 257
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Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3450236 nChanged 251
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Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3450289 nChanged 270
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Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3450340 nChanged 281
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Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3450396 nChanged 261
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Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3450442 nChanged 260
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Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3450488 nChanged 238
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Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3450545 nChanged 232
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Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3450577 nChanged 231
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Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3450615 nChanged 250
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Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3450659 nChanged 223
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Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3450706 nChanged 237
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Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3450750 nChanged 218
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Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3450802 nChanged 216
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Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3450849 nChanged 209
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Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3450885 nChanged 187
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Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3450932 nChanged 199
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Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3450983 nChanged 201
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Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3451024 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3451049 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3451087 nChanged 197
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Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3451124 nChanged 177
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Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3451163 nChanged 171
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Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3451196 nChanged 154
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Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3451232 nChanged 140
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Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3451259 nChanged 151
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 31753 members 
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	Iteration 82Q: 3 clusters Score -3451289 nChanged 161
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Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 31914 members 
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	Iteration 83Q: 3 clusters Score -3451318 nChanged 158
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Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 32072 members 
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	Iteration 84Q: 3 clusters Score -3451366 nChanged 160
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Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3451398 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -3451440.500000 Penalty: 3413.210693
	Iteration 86Q: 3 clusters Score -3451440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3451461.000000 Penalty: 3413.210693
	Iteration 87Q: 3 clusters Score -3451461 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3451477 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -3451492.000000 Penalty: 3413.210693
	Iteration 89Q: 3 clusters Score -3451492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3451523.750000 Penalty: 3413.210693
	Iteration 90Q: 3 clusters Score -3451524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3451548 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -3451572.000000 Penalty: 3413.210693
	Iteration 92Q: 3 clusters Score -3451572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3451599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3451626.500000 Penalty: 3413.210693
	Iteration 94Q: 3 clusters Score -3451626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3451642.500000 Penalty: 3413.210693
	Iteration 95Q: 3 clusters Score -3451642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3451660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3451694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3451714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -3451727.000000 Penalty: 3413.210693
	Iteration 99Q: 3 clusters Score -3451727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3451743.000000 Penalty: 3413.210693
	Iteration 100F: 3 clusters Score -3451743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3451744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -3451773.000000 Penalty: 3413.210693
	Iteration 102Q: 3 clusters Score -3451773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -3451778.000000 Penalty: 3413.210693
	Iteration 103Q: 3 clusters Score -3451778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3451799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -3451810.500000 Penalty: 3413.210693
	Iteration 105Q: 3 clusters Score -3451810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3451822.250000 Penalty: 3413.210693
	Iteration 106Q: 3 clusters Score -3451822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3451827 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -3451833.000000 Penalty: 3413.210693
	Iteration 108Q: 3 clusters Score -3451833 nChanged 29
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3451848 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3451843 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -3451857.500000 Penalty: 3413.210693
	Iteration 111Q: 3 clusters Score -3451858 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3451859.000000 Penalty: 3413.210693
	Iteration 112Q: 3 clusters Score -3451859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -3451858.750000 Penalty: 3413.210693
	Iteration 113Q: 3 clusters Score -3451859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -3451868.500000 Penalty: 3413.210693
	Iteration 114Q: 3 clusters Score -3451868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -3451872.250000 Penalty: 3413.210693
	Iteration 115Q: 3 clusters Score -3451872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -3451866.000000 Penalty: 3413.210693
	Iteration 116Q: 3 clusters Score -3451866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -3451874.500000 Penalty: 3413.210693
	Iteration 117Q: 3 clusters Score -3451874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -3451878.250000 Penalty: 3413.210693
	Iteration 118Q: 3 clusters Score -3451878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -3451881.500000 Penalty: 3413.210693
	Iteration 119Q: 3 clusters Score -3451882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -3451885.000000 Penalty: 3413.210693
	Iteration 120F: 3 clusters Score -3451885 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3451884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3451884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3451885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3451889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -3451891.500000 Penalty: 3413.210693
	Iteration 125Q: 3 clusters Score -3451892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3451894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3451893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3451897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -3451892.250000 Penalty: 3413.210693
	Iteration 129Q: 3 clusters Score -3451892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -3451896.000000 Penalty: 3413.210693
	Iteration 130Q: 3 clusters Score -3451896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -3451896.250000 Penalty: 3413.210693
	Iteration 131Q: 3 clusters Score -3451896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3451899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3451898 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3451898 nChanged 0
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Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
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	Iteration 135F: 3 clusters Score -3451898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -99997.593750 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -99997.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -98524.38 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99210.062500 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -99210.06 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99733.343750 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -99733.34 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100052.679688 Penalty: 2306.972168
	Iteration 3F: 3 clusters Score -100052.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100221.171875 Penalty: 2306.972168
	Iteration 4F: 3 clusters Score -100221.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100296.570312 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -100296.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100343.367188 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -100343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100359.273438 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -100359.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100370.687500 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -100370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100373.046875 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -100373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100373.046875 Penalty: 2306.972168
	Iteration 10F: 3 clusters Score -100373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56036 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 302799 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 104051 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 1510 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 472 members 
Entering Unmasked Estep 
Score: -66469428.000000 Penalty: 54824.804688
Splitting cluster 18 changes total score from -66468216.000000 to -66469428.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (17259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Entering Unmasked Estep 
Score: -1582300.125000 Penalty: 1585.364502
	Iteration 0F: 2 clusters Score -1582300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1570493.375000 Penalty: 3170.729004
	Iteration 0F: 3 clusters Score -1570493 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1574700.625000 Penalty: 3170.729004
	Iteration 1F: 3 clusters Score -1574701 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1575002.375000 Penalty: 3170.729004
	Iteration 2F: 3 clusters Score -1575002 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1575268.125000 Penalty: 3170.729004
	Iteration 3Q: 3 clusters Score -1575268 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1575550.875000 Penalty: 3170.729004
	Iteration 4Q: 3 clusters Score -1575551 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1575816.875000 Penalty: 3170.729004
	Iteration 5Q: 3 clusters Score -1575817 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1576064.875000 Penalty: 3170.729004
	Iteration 6Q: 3 clusters Score -1576065 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1576307.000000 Penalty: 3170.729004
	Iteration 7Q: 3 clusters Score -1576307 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1576544.375000 Penalty: 3170.729004
	Iteration 8Q: 3 clusters Score -1576544 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1576832.750000 Penalty: 3170.729004
	Iteration 9Q: 3 clusters Score -1576833 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1577202.750000 Penalty: 3170.729004
	Iteration 10Q: 3 clusters Score -1577203 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1577629.250000 Penalty: 3170.729004
	Iteration 11Q: 3 clusters Score -1577629 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1578092.750000 Penalty: 3170.729004
	Iteration 12Q: 3 clusters Score -1578093 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1578525.625000 Penalty: 3170.729004
	Iteration 13Q: 3 clusters Score -1578526 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1578880.875000 Penalty: 3170.729004
	Iteration 14Q: 3 clusters Score -1578881 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1579114.750000 Penalty: 3170.729004
	Iteration 15Q: 3 clusters Score -1579115 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1579274.125000 Penalty: 3170.729004
	Iteration 16Q: 3 clusters Score -1579274 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1579371.250000 Penalty: 3170.729004
	Iteration 17Q: 3 clusters Score -1579371 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1579465.250000 Penalty: 3170.729004
	Iteration 18Q: 3 clusters Score -1579465 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1579529.125000 Penalty: 3170.729004
	Iteration 19Q: 3 clusters Score -1579529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1579596.375000 Penalty: 3170.729004
	Iteration 20F: 3 clusters Score -1579596 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1579655.375000 Penalty: 3170.729004
	Iteration 21Q: 3 clusters Score -1579655 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1579710.750000 Penalty: 3170.729004
	Iteration 22Q: 3 clusters Score -1579711 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1579746.125000 Penalty: 3170.729004
	Iteration 23Q: 3 clusters Score -1579746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1579769.625000 Penalty: 3170.729004
	Iteration 24Q: 3 clusters Score -1579770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1579786.375000 Penalty: 3170.729004
	Iteration 25Q: 3 clusters Score -1579786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1579803.000000 Penalty: 3170.729004
	Iteration 26Q: 3 clusters Score -1579803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1579824.000000 Penalty: 3170.729004
	Iteration 27Q: 3 clusters Score -1579824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1579845.250000 Penalty: 3170.729004
	Iteration 28Q: 3 clusters Score -1579845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1579861.625000 Penalty: 3170.729004
	Iteration 29Q: 3 clusters Score -1579862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1579871.875000 Penalty: 3170.729004
	Iteration 30Q: 3 clusters Score -1579872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1579888.750000 Penalty: 3170.729004
	Iteration 31Q: 3 clusters Score -1579889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1579893.875000 Penalty: 3170.729004
	Iteration 32Q: 3 clusters Score -1579894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1579906.000000 Penalty: 3170.729004
	Iteration 33Q: 3 clusters Score -1579906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1579922.125000 Penalty: 3170.729004
	Iteration 34Q: 3 clusters Score -1579922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1579931.125000 Penalty: 3170.729004
	Iteration 35Q: 3 clusters Score -1579931 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1579945.000000 Penalty: 3170.729004
	Iteration 36Q: 3 clusters Score -1579945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1579960.625000 Penalty: 3170.729004
	Iteration 37Q: 3 clusters Score -1579961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1579970.750000 Penalty: 3170.729004
	Iteration 38Q: 3 clusters Score -1579971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1579976.875000 Penalty: 3170.729004
	Iteration 39Q: 3 clusters Score -1579977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1579992.500000 Penalty: 3170.729004
	Iteration 40F: 3 clusters Score -1579992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1580000.250000 Penalty: 3170.729004
	Iteration 41Q: 3 clusters Score -1580000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1580006.125000 Penalty: 3170.729004
	Iteration 42Q: 3 clusters Score -1580006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1580013.000000 Penalty: 3170.729004
	Iteration 43Q: 3 clusters Score -1580013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1580021.750000 Penalty: 3170.729004
	Iteration 44Q: 3 clusters Score -1580022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1580035.750000 Penalty: 3170.729004
	Iteration 45Q: 3 clusters Score -1580036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1580053.875000 Penalty: 3170.729004
	Iteration 46Q: 3 clusters Score -1580054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1580074.625000 Penalty: 3170.729004
	Iteration 47Q: 3 clusters Score -1580075 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1580079.000000 Penalty: 3170.729004
	Iteration 48Q: 3 clusters Score -1580079 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1580098.000000 Penalty: 3170.729004
	Iteration 49Q: 3 clusters Score -1580098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1580109.875000 Penalty: 3170.729004
	Iteration 50Q: 3 clusters Score -1580110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1580122.375000 Penalty: 3170.729004
	Iteration 51Q: 3 clusters Score -1580122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1580140.500000 Penalty: 3170.729004
	Iteration 52Q: 3 clusters Score -1580140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1580165.250000 Penalty: 3170.729004
	Iteration 53Q: 3 clusters Score -1580165 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1580187.125000 Penalty: 3170.729004
	Iteration 54Q: 3 clusters Score -1580187 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1580219.625000 Penalty: 3170.729004
	Iteration 55Q: 3 clusters Score -1580220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1580250.750000 Penalty: 3170.729004
	Iteration 56Q: 3 clusters Score -1580251 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1580278.125000 Penalty: 3170.729004
	Iteration 57Q: 3 clusters Score -1580278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1580303.125000 Penalty: 3170.729004
	Iteration 58Q: 3 clusters Score -1580303 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1580336.000000 Penalty: 3170.729004
	Iteration 59Q: 3 clusters Score -1580336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1580351.875000 Penalty: 3170.729004
	Iteration 60F: 3 clusters Score -1580352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1580381.875000 Penalty: 3170.729004
	Iteration 61Q: 3 clusters Score -1580382 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1580413.125000 Penalty: 3170.729004
	Iteration 62Q: 3 clusters Score -1580413 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1580440.500000 Penalty: 3170.729004
	Iteration 63Q: 3 clusters Score -1580440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1580478.875000 Penalty: 3170.729004
	Iteration 64Q: 3 clusters Score -1580479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1580510.250000 Penalty: 3170.729004
	Iteration 65Q: 3 clusters Score -1580510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1580535.000000 Penalty: 3170.729004
	Iteration 66Q: 3 clusters Score -1580535 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1580564.125000 Penalty: 3170.729004
	Iteration 67Q: 3 clusters Score -1580564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1580599.000000 Penalty: 3170.729004
	Iteration 68Q: 3 clusters Score -1580599 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1580634.375000 Penalty: 3170.729004
	Iteration 69Q: 3 clusters Score -1580634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1580668.875000 Penalty: 3170.729004
	Iteration 70Q: 3 clusters Score -1580669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1580695.375000 Penalty: 3170.729004
	Iteration 71Q: 3 clusters Score -1580695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1580718.500000 Penalty: 3170.729004
	Iteration 72Q: 3 clusters Score -1580718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1580745.125000 Penalty: 3170.729004
	Iteration 73Q: 3 clusters Score -1580745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1580768.000000 Penalty: 3170.729004
	Iteration 74Q: 3 clusters Score -1580768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1580785.625000 Penalty: 3170.729004
	Iteration 75Q: 3 clusters Score -1580786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1580798.375000 Penalty: 3170.729004
	Iteration 76Q: 3 clusters Score -1580798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1580807.125000 Penalty: 3170.729004
	Iteration 77Q: 3 clusters Score -1580807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1580823.250000 Penalty: 3170.729004
	Iteration 78Q: 3 clusters Score -1580823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1580829.750000 Penalty: 3170.729004
	Iteration 79Q: 3 clusters Score -1580830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1580837.750000 Penalty: 3170.729004
	Iteration 80F: 3 clusters Score -1580838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1580854.125000 Penalty: 3170.729004
	Iteration 81Q: 3 clusters Score -1580854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1580868.875000 Penalty: 3170.729004
	Iteration 82Q: 3 clusters Score -1580869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1580882.500000 Penalty: 3170.729004
	Iteration 83Q: 3 clusters Score -1580882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1580895.750000 Penalty: 3170.729004
	Iteration 84Q: 3 clusters Score -1580896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1580906.000000 Penalty: 3170.729004
	Iteration 85Q: 3 clusters Score -1580906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1580916.625000 Penalty: 3170.729004
	Iteration 86Q: 3 clusters Score -1580917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1580927.125000 Penalty: 3170.729004
	Iteration 87Q: 3 clusters Score -1580927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1580929.250000 Penalty: 3170.729004
	Iteration 88Q: 3 clusters Score -1580929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1580934.375000 Penalty: 3170.729004
	Iteration 89Q: 3 clusters Score -1580934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1580936.375000 Penalty: 3170.729004
	Iteration 90Q: 3 clusters Score -1580936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1580938.375000 Penalty: 3170.729004
	Iteration 91Q: 3 clusters Score -1580938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1580936.875000 Penalty: 3170.729004
	Iteration 92Q: 3 clusters Score -1580937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1580939.125000 Penalty: 3170.729004
	Iteration 93Q: 3 clusters Score -1580939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1580941.250000 Penalty: 3170.729004
	Iteration 94Q: 3 clusters Score -1580941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1580941.000000 Penalty: 3170.729004
	Iteration 95Q: 3 clusters Score -1580941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1580942.750000 Penalty: 3170.729004
	Iteration 96Q: 3 clusters Score -1580943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1580944.250000 Penalty: 3170.729004
	Iteration 97Q: 3 clusters Score -1580944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1580942.750000 Penalty: 3170.729004
	Iteration 98Q: 3 clusters Score -1580943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1580947.500000 Penalty: 3170.729004
	Iteration 99Q: 3 clusters Score -1580948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1580947.500000 Penalty: 3170.729004
	Iteration 100F: 3 clusters Score -1580948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Entering Unmasked Estep 
Score: -5688333.000000 Penalty: 1787.624390
	Iteration 0F: 2 clusters Score -5688333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -5648137.500000 Penalty: 3575.248779
	Iteration 0F: 3 clusters Score -5648138 nChanged 28252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -5664038.500000 Penalty: 3575.248779
	Iteration 1F: 3 clusters Score -5664038 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -5664559.000000 Penalty: 3575.248779
	Iteration 2Q: 3 clusters Score -5664559 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5665458.000000 Penalty: 3575.248779
	Iteration 3Q: 3 clusters Score -5665458 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5666801.000000 Penalty: 3575.248779
	Iteration 4Q: 3 clusters Score -5666801 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5669237.500000 Penalty: 3575.248779
	Iteration 5F: 3 clusters Score -5669238 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -5673504.500000 Penalty: 3575.248779
	Iteration 6F: 3 clusters Score -5673504 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -5678908.500000 Penalty: 3575.248779
	Iteration 7F: 3 clusters Score -5678908 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -5683280.000000 Penalty: 3575.248779
	Iteration 8F: 3 clusters Score -5683280 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -5685542.000000 Penalty: 3575.248779
	Iteration 9Q: 3 clusters Score -5685542 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -5686359.000000 Penalty: 3575.248779
	Iteration 10Q: 3 clusters Score -5686359 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -5686643.000000 Penalty: 3575.248779
	Iteration 11Q: 3 clusters Score -5686643 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -5686784.500000 Penalty: 3575.248779
	Iteration 12Q: 3 clusters Score -5686784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -5686845.500000 Penalty: 3575.248779
	Iteration 13Q: 3 clusters Score -5686846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -5686878.000000 Penalty: 3575.248779
	Iteration 14Q: 3 clusters Score -5686878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -5686908.000000 Penalty: 3575.248779
	Iteration 15Q: 3 clusters Score -5686908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -5686924.500000 Penalty: 3575.248779
	Iteration 16Q: 3 clusters Score -5686924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -5686931.500000 Penalty: 3575.248779
	Iteration 17Q: 3 clusters Score -5686932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -5686941.000000 Penalty: 3575.248779
	Iteration 18Q: 3 clusters Score -5686941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -5686946.500000 Penalty: 3575.248779
	Iteration 19Q: 3 clusters Score -5686946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -5686959.000000 Penalty: 3575.248779
	Iteration 20F: 3 clusters Score -5686959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -5686967.000000 Penalty: 3575.248779
	Iteration 21Q: 3 clusters Score -5686967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -5686974.000000 Penalty: 3575.248779
	Iteration 22Q: 3 clusters Score -5686974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -5686974.000000 Penalty: 3575.248779
	Iteration 23F: 3 clusters Score -5686974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -10325.390625 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -10325.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9707.827148 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -9707.827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9858.742188 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -9858.742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9954.628906 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -9954.629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10150.779297 Penalty: 1689.511475
	Iteration 3F: 3 clusters Score -10150.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10395.817383 Penalty: 1689.511475
	Iteration 4F: 3 clusters Score -10395.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10447.760742 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -10447.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10456.925781 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -10456.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10456.925781 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -10456.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56036 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 302799 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 104051 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 71 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 1510 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 472 members 
Mstep: Class 26 contains 110 members 
Entering Unmasked Estep 
Score: -66468200.000000 Penalty: 57017.796875
Splitting cluster 21 changes total score from -66468216.000000 to -66468200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -134801.421875 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -134801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133013.859375 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -133013.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133365.515625 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -133365.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133452.046875 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -133452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133486.765625 Penalty: 2378.956055
	Iteration 3Q: 3 clusters Score -133486.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133504.453125 Penalty: 2378.956055
	Iteration 4Q: 3 clusters Score -133504.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133511.562500 Penalty: 2378.956055
	Iteration 5Q: 3 clusters Score -133511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133518.062500 Penalty: 2378.956055
	Iteration 6Q: 3 clusters Score -133518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133523.000000 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -133523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133526.296875 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -133526.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133533.281250 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -133533.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133539.750000 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -133539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133543.593750 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -133543.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133551.875000 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -133551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133560.796875 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -133560.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133564.953125 Penalty: 2378.956055
	Iteration 14Q: 3 clusters Score -133565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133570.109375 Penalty: 2378.956055
	Iteration 15Q: 3 clusters Score -133570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133576.140625 Penalty: 2378.956055
	Iteration 16Q: 3 clusters Score -133576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133579.890625 Penalty: 2378.956055
	Iteration 17Q: 3 clusters Score -133579.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133583.765625 Penalty: 2378.956055
	Iteration 18Q: 3 clusters Score -133583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133586.375000 Penalty: 2378.956055
	Iteration 19Q: 3 clusters Score -133586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133588.046875 Penalty: 2378.956055
	Iteration 20F: 3 clusters Score -133588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133590.109375 Penalty: 2378.956055
	Iteration 21Q: 3 clusters Score -133590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133592.562500 Penalty: 2378.956055
	Iteration 22Q: 3 clusters Score -133592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133593.921875 Penalty: 2378.956055
	Iteration 23Q: 3 clusters Score -133593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133595.031250 Penalty: 2378.956055
	Iteration 24Q: 3 clusters Score -133595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133595.531250 Penalty: 2378.956055
	Iteration 25Q: 3 clusters Score -133595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133597.546875 Penalty: 2378.956055
	Iteration 26Q: 3 clusters Score -133597.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133599.718750 Penalty: 2378.956055
	Iteration 27Q: 3 clusters Score -133599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133600.609375 Penalty: 2378.956055
	Iteration 28Q: 3 clusters Score -133600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133602.031250 Penalty: 2378.956055
	Iteration 29Q: 3 clusters Score -133602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133603.203125 Penalty: 2378.956055
	Iteration 30Q: 3 clusters Score -133603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133603.609375 Penalty: 2378.956055
	Iteration 31Q: 3 clusters Score -133603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133604.468750 Penalty: 2378.956055
	Iteration 32Q: 3 clusters Score -133604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133604.468750 Penalty: 2378.956055
	Iteration 33F: 3 clusters Score -133604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56036 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 302799 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 104051 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 36395 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 17259 members 
Mstep: Class 20 contains 59920 members 
Mstep: Class 21 contains 181 members 
Mstep: Class 23 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469784.000000 Penalty: 54824.804688
Iteration 159Q: 26 clusters Score -6.646978e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55829 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 305211 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 43913 members 
Mstep: Class 7 contains 5873 members 
Mstep: Class 8 contains 14414 members 
Mstep: Class 9 contains 102974 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 34959 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 11830 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 13707 members 
Mstep: Class 17 contains 36120 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 59647 members 
Mstep: Class 21 contains 177 members 
Mstep: Class 22 contains 6339 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469464.000000 Penalty: 54824.804688
Iteration 160F: 26 clusters Score -6.646946e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55711 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 306763 members 
Mstep: Class 5 contains 265 members 
Mstep: Class 6 contains 43721 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 14391 members 
Mstep: Class 9 contains 102129 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 34852 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 13710 members 
Mstep: Class 17 contains 35969 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 17140 members 
Mstep: Class 20 contains 59497 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 6535 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468624.000000 Penalty: 54824.804688
Iteration 161Q: 26 clusters Score -6.646862e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55620 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 307507 members 
Mstep: Class 5 contains 269 members 
Mstep: Class 6 contains 43603 members 
Mstep: Class 7 contains 5817 members 
Mstep: Class 8 contains 14364 members 
Mstep: Class 9 contains 101769 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 34792 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11561 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 35878 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 17085 members 
Mstep: Class 20 contains 59440 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 6676 members 
Mstep: Class 23 contains 1529 members 
Mstep: Class 24 contains 502 members 
Mstep: Class 25 contains 573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468264.000000 Penalty: 54824.804688
Iteration 162Q: 26 clusters Score -6.646826e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55548 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 307936 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43512 members 
Mstep: Class 7 contains 5798 members 
Mstep: Class 8 contains 14342 members 
Mstep: Class 9 contains 101600 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 34746 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11463 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 13821 members 
Mstep: Class 17 contains 35814 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 17050 members 
Mstep: Class 20 contains 59398 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6817 members 
Mstep: Class 23 contains 1528 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467964.000000 Penalty: 54824.804688
Iteration 163Q: 26 clusters Score -6.646796e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55493 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 308135 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43448 members 
Mstep: Class 7 contains 5798 members 
Mstep: Class 8 contains 14319 members 
Mstep: Class 9 contains 101519 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 34720 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11386 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 13886 members 
Mstep: Class 17 contains 35762 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 59393 members 
Mstep: Class 21 contains 167 members 
Mstep: Class 22 contains 6938 members 
Mstep: Class 23 contains 1529 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467612.000000 Penalty: 54824.804688
Iteration 164Q: 26 clusters Score -6.646761e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55475 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 308191 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43400 members 
Mstep: Class 7 contains 5787 members 
Mstep: Class 8 contains 14302 members 
Mstep: Class 9 contains 101453 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 34702 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11309 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 13967 members 
Mstep: Class 17 contains 35731 members 
Mstep: Class 18 contains 859 members 
Mstep: Class 19 contains 17016 members 
Mstep: Class 20 contains 59403 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 7071 members 
Mstep: Class 23 contains 1529 members 
Mstep: Class 24 contains 505 members 
Mstep: Class 25 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467636.000000 Penalty: 54824.804688
Iteration 165Q: 26 clusters Score -6.646764e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55458 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 308182 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43345 members 
Mstep: Class 7 contains 5793 members 
Mstep: Class 8 contains 14282 members 
Mstep: Class 9 contains 101411 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 34684 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11244 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14032 members 
Mstep: Class 17 contains 35718 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 17017 members 
Mstep: Class 20 contains 59408 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 7216 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 505 members 
Mstep: Class 25 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467520.000000 Penalty: 54824.804688
Iteration 166Q: 26 clusters Score -6.646752e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55436 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 308160 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43303 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 101378 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 34684 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11188 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14084 members 
Mstep: Class 17 contains 35698 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 17021 members 
Mstep: Class 20 contains 59392 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 7370 members 
Mstep: Class 23 contains 1530 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467452.000000 Penalty: 54824.804688
Iteration 167Q: 26 clusters Score -6.646745e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55428 members 
Mstep: Class 3 contains 9022 members 
Mstep: Class 4 contains 308070 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43282 members 
Mstep: Class 7 contains 5814 members 
Mstep: Class 8 contains 14244 members 
Mstep: Class 9 contains 101336 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 34678 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11129 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14148 members 
Mstep: Class 17 contains 35662 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 17026 members 
Mstep: Class 20 contains 59429 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 7526 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467368.000000 Penalty: 54824.804688
Iteration 168Q: 26 clusters Score -6.646737e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55436 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 307941 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43276 members 
Mstep: Class 7 contains 5818 members 
Mstep: Class 8 contains 14222 members 
Mstep: Class 9 contains 101303 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 34678 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11072 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14198 members 
Mstep: Class 17 contains 35632 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 17028 members 
Mstep: Class 20 contains 59463 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 7698 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467268.000000 Penalty: 54824.804688
Iteration 169Q: 26 clusters Score -6.646727e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55443 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 307817 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43265 members 
Mstep: Class 7 contains 5816 members 
Mstep: Class 8 contains 14202 members 
Mstep: Class 9 contains 101256 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 34668 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 11003 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14247 members 
Mstep: Class 17 contains 35607 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 17039 members 
Mstep: Class 20 contains 59491 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 1532 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467268.000000 Penalty: 54824.804688
Iteration 170Q: 26 clusters Score -6.646727e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55454 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 307669 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43247 members 
Mstep: Class 7 contains 5817 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 101221 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 34661 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14294 members 
Mstep: Class 17 contains 35588 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 17060 members 
Mstep: Class 20 contains 59501 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 1532 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467296.000000 Penalty: 54824.804688
Iteration 171Q: 26 clusters Score -6.64673e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55467 members 
Mstep: Class 3 contains 9019 members 
Mstep: Class 4 contains 307557 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43228 members 
Mstep: Class 7 contains 5827 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 9 contains 101174 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 34649 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14341 members 
Mstep: Class 17 contains 35562 members 
Mstep: Class 18 contains 879 members 
Mstep: Class 19 contains 17075 members 
Mstep: Class 20 contains 59506 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 8342 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467152.000000 Penalty: 54824.804688
Iteration 172Q: 26 clusters Score -6.646715e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55471 members 
Mstep: Class 3 contains 9017 members 
Mstep: Class 4 contains 307441 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43204 members 
Mstep: Class 7 contains 5833 members 
Mstep: Class 8 contains 14149 members 
Mstep: Class 9 contains 101122 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 34638 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14411 members 
Mstep: Class 17 contains 35538 members 
Mstep: Class 18 contains 883 members 
Mstep: Class 19 contains 17101 members 
Mstep: Class 20 contains 59499 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 8559 members 
Mstep: Class 23 contains 1528 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467080.000000 Penalty: 54824.804688
Iteration 173Q: 26 clusters Score -6.646708e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55480 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 307339 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43169 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 14133 members 
Mstep: Class 9 contains 101062 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 34634 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10720 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 35517 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17128 members 
Mstep: Class 20 contains 59501 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 1526 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467092.000000 Penalty: 54824.804688
Iteration 174Q: 26 clusters Score -6.646709e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55476 members 
Mstep: Class 3 contains 9013 members 
Mstep: Class 4 contains 307225 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43151 members 
Mstep: Class 7 contains 5843 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 101002 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34632 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10656 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14520 members 
Mstep: Class 17 contains 35499 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17134 members 
Mstep: Class 20 contains 59517 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 8985 members 
Mstep: Class 23 contains 1524 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467048.000000 Penalty: 54824.804688
Iteration 175Q: 26 clusters Score -6.646705e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55463 members 
Mstep: Class 3 contains 9012 members 
Mstep: Class 4 contains 307146 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43126 members 
Mstep: Class 7 contains 5841 members 
Mstep: Class 8 contains 14111 members 
Mstep: Class 9 contains 100928 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34626 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14549 members 
Mstep: Class 17 contains 35476 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17145 members 
Mstep: Class 20 contains 59532 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 9234 members 
Mstep: Class 23 contains 1522 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467112.000000 Penalty: 54824.804688
Iteration 176Q: 26 clusters Score -6.646711e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55453 members 
Mstep: Class 3 contains 9011 members 
Mstep: Class 4 contains 307000 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43095 members 
Mstep: Class 7 contains 5847 members 
Mstep: Class 8 contains 14091 members 
Mstep: Class 9 contains 100844 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34636 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10527 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 35470 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17158 members 
Mstep: Class 20 contains 59567 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 9516 members 
Mstep: Class 23 contains 1520 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467072.000000 Penalty: 54824.804688
Iteration 177Q: 26 clusters Score -6.646707e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55451 members 
Mstep: Class 3 contains 9008 members 
Mstep: Class 4 contains 306808 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43071 members 
Mstep: Class 7 contains 5848 members 
Mstep: Class 8 contains 14070 members 
Mstep: Class 9 contains 100746 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34647 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10459 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14608 members 
Mstep: Class 17 contains 35449 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17175 members 
Mstep: Class 20 contains 59598 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 9846 members 
Mstep: Class 23 contains 1519 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466996.000000 Penalty: 54824.804688
Iteration 178Q: 26 clusters Score -6.6467e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 55462 members 
Mstep: Class 3 contains 9009 members 
Mstep: Class 4 contains 306562 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43053 members 
Mstep: Class 7 contains 5849 members 
Mstep: Class 8 contains 14051 members 
Mstep: Class 9 contains 100645 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14657 members 
Mstep: Class 17 contains 35439 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17178 members 
Mstep: Class 20 contains 59631 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 1518 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467100.000000 Penalty: 54824.804688
Iteration 179Q: 26 clusters Score -6.64671e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 55457 members 
Mstep: Class 3 contains 9008 members 
Mstep: Class 4 contains 306397 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 43044 members 
Mstep: Class 7 contains 5859 members 
Mstep: Class 8 contains 14036 members 
Mstep: Class 9 contains 100523 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34660 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 2374 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14695 members 
Mstep: Class 17 contains 35412 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17177 members 
Mstep: Class 20 contains 59665 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 1518 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467248.000000 Penalty: 54824.804688
Iteration 180F: 26 clusters Score -6.646725e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55466 members 
Mstep: Class 3 contains 9007 members 
Mstep: Class 4 contains 306162 members 
Mstep: Class 5 contains 269 members 
Mstep: Class 6 contains 43034 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 100415 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34652 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10276 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 14741 members 
Mstep: Class 17 contains 35389 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17186 members 
Mstep: Class 20 contains 59707 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 1517 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467340.000000 Penalty: 54824.804688
Iteration 181Q: 26 clusters Score -6.646734e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55478 members 
Mstep: Class 3 contains 9005 members 
Mstep: Class 4 contains 305905 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 43021 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 13991 members 
Mstep: Class 9 contains 100296 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34652 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10223 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 14781 members 
Mstep: Class 17 contains 35358 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 17195 members 
Mstep: Class 20 contains 59745 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 11276 members 
Mstep: Class 23 contains 1516 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467548.000000 Penalty: 54824.804688
Iteration 182Q: 26 clusters Score -6.646755e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55474 members 
Mstep: Class 3 contains 9002 members 
Mstep: Class 4 contains 305749 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 43006 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 13970 members 
Mstep: Class 9 contains 100121 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34648 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10167 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 399 members 
Mstep: Class 16 contains 14809 members 
Mstep: Class 17 contains 35308 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 59773 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 11696 members 
Mstep: Class 23 contains 1515 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467668.000000 Penalty: 54824.804688
Iteration 183Q: 26 clusters Score -6.646767e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55462 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 305624 members 
Mstep: Class 5 contains 271 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 5873 members 
Mstep: Class 8 contains 13944 members 
Mstep: Class 9 contains 99945 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34640 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10102 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 400 members 
Mstep: Class 16 contains 14808 members 
Mstep: Class 17 contains 35259 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 17218 members 
Mstep: Class 20 contains 59781 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 1513 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467740.000000 Penalty: 54824.804688
Iteration 184Q: 26 clusters Score -6.646774e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55457 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 305476 members 
Mstep: Class 5 contains 271 members 
Mstep: Class 6 contains 42978 members 
Mstep: Class 7 contains 5870 members 
Mstep: Class 8 contains 13933 members 
Mstep: Class 9 contains 99756 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34629 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 10027 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 14811 members 
Mstep: Class 17 contains 35197 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 17243 members 
Mstep: Class 20 contains 59794 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 12635 members 
Mstep: Class 23 contains 1510 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467724.000000 Penalty: 54824.804688
Iteration 185Q: 26 clusters Score -6.646772e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55463 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 305243 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 42970 members 
Mstep: Class 7 contains 5870 members 
Mstep: Class 8 contains 13913 members 
Mstep: Class 9 contains 99567 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34619 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9946 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 400 members 
Mstep: Class 16 contains 14811 members 
Mstep: Class 17 contains 35149 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 17269 members 
Mstep: Class 20 contains 59825 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 13170 members 
Mstep: Class 23 contains 1509 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467784.000000 Penalty: 54824.804688
Iteration 186Q: 26 clusters Score -6.646778e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55473 members 
Mstep: Class 3 contains 8987 members 
Mstep: Class 4 contains 305084 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 42972 members 
Mstep: Class 7 contains 5875 members 
Mstep: Class 8 contains 13876 members 
Mstep: Class 9 contains 99342 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34617 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9861 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 399 members 
Mstep: Class 16 contains 14789 members 
Mstep: Class 17 contains 35102 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 17301 members 
Mstep: Class 20 contains 59861 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 13667 members 
Mstep: Class 23 contains 1511 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467880.000000 Penalty: 54824.804688
Iteration 187Q: 26 clusters Score -6.646788e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55485 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 304818 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 5875 members 
Mstep: Class 8 contains 13843 members 
Mstep: Class 9 contains 99137 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34611 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9779 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14771 members 
Mstep: Class 17 contains 35082 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 17327 members 
Mstep: Class 20 contains 59895 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 14225 members 
Mstep: Class 23 contains 1513 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467888.000000 Penalty: 54824.804688
Iteration 188Q: 26 clusters Score -6.646789e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55512 members 
Mstep: Class 3 contains 8983 members 
Mstep: Class 4 contains 304466 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42976 members 
Mstep: Class 7 contains 5880 members 
Mstep: Class 8 contains 13811 members 
Mstep: Class 9 contains 98972 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34602 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9708 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14753 members 
Mstep: Class 17 contains 35058 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 59928 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 14810 members 
Mstep: Class 23 contains 1512 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468028.000000 Penalty: 54824.804688
Iteration 189Q: 26 clusters Score -6.646803e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55523 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 304151 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 13786 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34595 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9627 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14715 members 
Mstep: Class 17 contains 35043 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 17390 members 
Mstep: Class 20 contains 59944 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 15407 members 
Mstep: Class 23 contains 1513 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468280.000000 Penalty: 54824.804688
Iteration 190Q: 26 clusters Score -6.646828e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55523 members 
Mstep: Class 3 contains 8979 members 
Mstep: Class 4 contains 303830 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42948 members 
Mstep: Class 7 contains 5895 members 
Mstep: Class 8 contains 13750 members 
Mstep: Class 9 contains 98652 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34592 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9546 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14668 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 17455 members 
Mstep: Class 20 contains 59957 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 15997 members 
Mstep: Class 23 contains 1515 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468612.000000 Penalty: 54824.804688
Iteration 191Q: 26 clusters Score -6.646861e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55528 members 
Mstep: Class 3 contains 8977 members 
Mstep: Class 4 contains 303553 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42913 members 
Mstep: Class 7 contains 5899 members 
Mstep: Class 8 contains 13720 members 
Mstep: Class 9 contains 98496 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34576 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9473 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14624 members 
Mstep: Class 17 contains 35002 members 
Mstep: Class 18 contains 894 members 
Mstep: Class 19 contains 17479 members 
Mstep: Class 20 contains 59965 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 16600 members 
Mstep: Class 23 contains 1519 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468604.000000 Penalty: 54824.804688
Iteration 192Q: 26 clusters Score -6.64686e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55545 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 303179 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42880 members 
Mstep: Class 7 contains 5901 members 
Mstep: Class 8 contains 13683 members 
Mstep: Class 9 contains 98349 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34575 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9392 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14579 members 
Mstep: Class 17 contains 34982 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 17508 members 
Mstep: Class 20 contains 59987 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 17266 members 
Mstep: Class 23 contains 1523 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468688.000000 Penalty: 54824.804688
Iteration 193Q: 26 clusters Score -6.646869e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55553 members 
Mstep: Class 3 contains 8973 members 
Mstep: Class 4 contains 302800 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42828 members 
Mstep: Class 7 contains 5898 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 98214 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34561 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9292 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14524 members 
Mstep: Class 17 contains 34971 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17544 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 17993 members 
Mstep: Class 23 contains 1527 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468816.000000 Penalty: 54824.804688
Iteration 194Q: 26 clusters Score -6.646882e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55549 members 
Mstep: Class 3 contains 8972 members 
Mstep: Class 4 contains 302426 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42774 members 
Mstep: Class 7 contains 5899 members 
Mstep: Class 8 contains 13620 members 
Mstep: Class 9 contains 98087 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34551 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9195 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14451 members 
Mstep: Class 17 contains 34950 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17588 members 
Mstep: Class 20 contains 60008 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 1527 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469192.000000 Penalty: 54824.804688
Iteration 195Q: 26 clusters Score -6.646919e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55568 members 
Mstep: Class 3 contains 8972 members 
Mstep: Class 4 contains 302139 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42699 members 
Mstep: Class 7 contains 5908 members 
Mstep: Class 8 contains 13590 members 
Mstep: Class 9 contains 97887 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34542 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9090 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14354 members 
Mstep: Class 17 contains 34916 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17630 members 
Mstep: Class 20 contains 60013 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 19496 members 
Mstep: Class 23 contains 1527 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469372.000000 Penalty: 54824.804688
Iteration 196Q: 26 clusters Score -6.646937e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55599 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 301704 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42649 members 
Mstep: Class 7 contains 5919 members 
Mstep: Class 8 contains 13551 members 
Mstep: Class 9 contains 97718 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34534 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8994 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14260 members 
Mstep: Class 17 contains 34891 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17671 members 
Mstep: Class 20 contains 60037 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 20305 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469532.000000 Penalty: 54824.804688
Iteration 197Q: 26 clusters Score -6.646953e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55608 members 
Mstep: Class 3 contains 8965 members 
Mstep: Class 4 contains 301426 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42571 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 13502 members 
Mstep: Class 9 contains 97490 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34532 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8903 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14162 members 
Mstep: Class 17 contains 34865 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17719 members 
Mstep: Class 20 contains 60033 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 21098 members 
Mstep: Class 23 contains 1538 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469768.000000 Penalty: 54824.804688
Iteration 198Q: 26 clusters Score -6.646977e+07 nChanged 2110
Entering ConstructFrom: 
Score: -66469768.000000 Penalty: 54824.804688
Entering ConstructFrom: 
Trying to split cluster 1 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -93310.726562 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -93310.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91828.734375 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -91828.73 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92136.773438 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -92136.77 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92263.187500 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -92263.19 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92400.085938 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -92400.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92518.078125 Penalty: 2279.230225
	Iteration 4F: 3 clusters Score -92518.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92671.687500 Penalty: 2279.230225
	Iteration 5F: 3 clusters Score -92671.69 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92860.789062 Penalty: 2279.230225
	Iteration 6F: 3 clusters Score -92860.79 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -93031.242188 Penalty: 2279.230225
	Iteration 7F: 3 clusters Score -93031.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93160.359375 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -93160.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93234.164062 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -93234.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -93274.757812 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -93274.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93292.437500 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -93292.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93306.992188 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -93306.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93310.187500 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -93310.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93311.578125 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -93311.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -93313.375000 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -93313.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -93314.320312 Penalty: 2279.230225
	Iteration 16F: 3 clusters Score -93314.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93316.562500 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -93316.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93318.828125 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -93318.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93318.828125 Penalty: 2279.230225
	Iteration 19F: 3 clusters Score -93318.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 55615 members 
Mstep: Class 3 contains 8964 members 
Mstep: Class 4 contains 301142 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42506 members 
Mstep: Class 7 contains 5931 members 
Mstep: Class 8 contains 13467 members 
Mstep: Class 9 contains 97287 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34520 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8768 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14068 members 
Mstep: Class 17 contains 34834 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 60038 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 21920 members 
Mstep: Class 23 contains 1540 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 686 members 
Mstep: Class 26 contains 488 members 
Entering Unmasked Estep 
Score: -66468876.000000 Penalty: 57017.796875
Splitting cluster 1 changes total score from -66469768.000000 to -66468876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (55615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Entering Unmasked Estep 
Score: -5254647.000000 Penalty: 1775.508911
	Iteration 0F: 2 clusters Score -5254647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -5217607.500000 Penalty: 3551.017822
	Iteration 0F: 3 clusters Score -5217608 nChanged 26118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -5231985.500000 Penalty: 3551.017822
	Iteration 1F: 3 clusters Score -5231986 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -5232422.500000 Penalty: 3551.017822
	Iteration 2Q: 3 clusters Score -5232422 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -5232936.000000 Penalty: 3551.017822
	Iteration 3Q: 3 clusters Score -5232936 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5233639.000000 Penalty: 3551.017822
	Iteration 4Q: 3 clusters Score -5233639 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5234729.500000 Penalty: 3551.017822
	Iteration 5Q: 3 clusters Score -5234730 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5236631.000000 Penalty: 3551.017822
	Iteration 6F: 3 clusters Score -5236631 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5239696.500000 Penalty: 3551.017822
	Iteration 7F: 3 clusters Score -5239696 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -5243795.000000 Penalty: 3551.017822
	Iteration 8F: 3 clusters Score -5243795 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5247747.500000 Penalty: 3551.017822
	Iteration 9F: 3 clusters Score -5247748 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5250532.000000 Penalty: 3551.017822
	Iteration 10F: 3 clusters Score -5250532 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5251987.500000 Penalty: 3551.017822
	Iteration 11Q: 3 clusters Score -5251988 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5252718.500000 Penalty: 3551.017822
	Iteration 12Q: 3 clusters Score -5252718 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5253074.500000 Penalty: 3551.017822
	Iteration 13Q: 3 clusters Score -5253074 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5253287.000000 Penalty: 3551.017822
	Iteration 14Q: 3 clusters Score -5253287 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5253376.000000 Penalty: 3551.017822
	Iteration 15Q: 3 clusters Score -5253376 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5253423.000000 Penalty: 3551.017822
	Iteration 16Q: 3 clusters Score -5253423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5253455.000000 Penalty: 3551.017822
	Iteration 17Q: 3 clusters Score -5253455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5253483.000000 Penalty: 3551.017822
	Iteration 18Q: 3 clusters Score -5253483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5253519.000000 Penalty: 3551.017822
	Iteration 19Q: 3 clusters Score -5253519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5253527.500000 Penalty: 3551.017822
	Iteration 20F: 3 clusters Score -5253528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5253542.500000 Penalty: 3551.017822
	Iteration 21Q: 3 clusters Score -5253542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5253537.500000 Penalty: 3551.017822
	Iteration 22Q: 3 clusters Score -5253538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5253555.500000 Penalty: 3551.017822
	Iteration 23Q: 3 clusters Score -5253556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5253548.500000 Penalty: 3551.017822
	Iteration 24Q: 3 clusters Score -5253548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5253553.500000 Penalty: 3551.017822
	Iteration 25Q: 3 clusters Score -5253554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5253558.500000 Penalty: 3551.017822
	Iteration 26Q: 3 clusters Score -5253558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5253560.000000 Penalty: 3551.017822
	Iteration 27Q: 3 clusters Score -5253560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5253567.000000 Penalty: 3551.017822
	Iteration 28Q: 3 clusters Score -5253567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5253582.000000 Penalty: 3551.017822
	Iteration 29Q: 3 clusters Score -5253582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5253578.500000 Penalty: 3551.017822
	Iteration 30Q: 3 clusters Score -5253578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5253579.500000 Penalty: 3551.017822
	Iteration 31Q: 3 clusters Score -5253580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5253577.500000 Penalty: 3551.017822
	Iteration 32Q: 3 clusters Score -5253578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5253578.000000 Penalty: 3551.017822
	Iteration 33Q: 3 clusters Score -5253578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5253575.000000 Penalty: 3551.017822
	Iteration 34Q: 3 clusters Score -5253575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5253575.000000 Penalty: 3551.017822
	Iteration 35Q: 3 clusters Score -5253575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5253575.000000 Penalty: 3551.017822
	Iteration 36F: 3 clusters Score -5253575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Entering Unmasked Estep 
Score: -837402.562500 Penalty: 1478.907959
	Iteration 0F: 2 clusters Score -837402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -830913.687500 Penalty: 2957.815918
	Iteration 0F: 3 clusters Score -830913.7 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -832990.187500 Penalty: 2957.815918
	Iteration 1F: 3 clusters Score -832990.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -833198.812500 Penalty: 2957.815918
	Iteration 2F: 3 clusters Score -833198.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -833354.750000 Penalty: 2957.815918
	Iteration 3Q: 3 clusters Score -833354.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -833503.375000 Penalty: 2957.815918
	Iteration 4Q: 3 clusters Score -833503.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -833655.562500 Penalty: 2957.815918
	Iteration 5Q: 3 clusters Score -833655.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -833802.687500 Penalty: 2957.815918
	Iteration 6Q: 3 clusters Score -833802.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -833953.812500 Penalty: 2957.815918
	Iteration 7Q: 3 clusters Score -833953.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -834149.312500 Penalty: 2957.815918
	Iteration 8Q: 3 clusters Score -834149.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -834389.500000 Penalty: 2957.815918
	Iteration 9Q: 3 clusters Score -834389.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -834684.875000 Penalty: 2957.815918
	Iteration 10Q: 3 clusters Score -834684.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -835035.062500 Penalty: 2957.815918
	Iteration 11F: 3 clusters Score -835035.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -835343.312500 Penalty: 2957.815918
	Iteration 12Q: 3 clusters Score -835343.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -835610.437500 Penalty: 2957.815918
	Iteration 13Q: 3 clusters Score -835610.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -835815.437500 Penalty: 2957.815918
	Iteration 14Q: 3 clusters Score -835815.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -835951.812500 Penalty: 2957.815918
	Iteration 15Q: 3 clusters Score -835951.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -836048.187500 Penalty: 2957.815918
	Iteration 16Q: 3 clusters Score -836048.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -836111.500000 Penalty: 2957.815918
	Iteration 17Q: 3 clusters Score -836111.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -836156.687500 Penalty: 2957.815918
	Iteration 18Q: 3 clusters Score -836156.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -836189.687500 Penalty: 2957.815918
	Iteration 19Q: 3 clusters Score -836189.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -836216.750000 Penalty: 2957.815918
	Iteration 20F: 3 clusters Score -836216.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -836239.312500 Penalty: 2957.815918
	Iteration 21Q: 3 clusters Score -836239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -836246.375000 Penalty: 2957.815918
	Iteration 22Q: 3 clusters Score -836246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -836256.750000 Penalty: 2957.815918
	Iteration 23Q: 3 clusters Score -836256.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -836268.750000 Penalty: 2957.815918
	Iteration 24Q: 3 clusters Score -836268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -836272.250000 Penalty: 2957.815918
	Iteration 25Q: 3 clusters Score -836272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -836273.625000 Penalty: 2957.815918
	Iteration 26Q: 3 clusters Score -836273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -836275.312500 Penalty: 2957.815918
	Iteration 27Q: 3 clusters Score -836275.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -836276.812500 Penalty: 2957.815918
	Iteration 28Q: 3 clusters Score -836276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -836277.812500 Penalty: 2957.815918
	Iteration 29Q: 3 clusters Score -836277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -836276.875000 Penalty: 2957.815918
	Iteration 30Q: 3 clusters Score -836276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -836276.875000 Penalty: 2957.815918
	Iteration 31F: 3 clusters Score -836276.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (301142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301142 members 
Entering Unmasked Estep 
Score: -28045828.000000 Penalty: 2049.992432
	Iteration 0F: 2 clusters Score -2.804583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150746 members 
Mstep: Class 2 contains 150396 members 
Entering Unmasked Estep 
Score: -27851752.000000 Penalty: 4099.984863
	Iteration 0F: 3 clusters Score -2.785175e+07 nChanged 146650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 144620 members 
Entering Unmasked Estep 
Score: -27940848.000000 Penalty: 4099.984863
	Iteration 1F: 3 clusters Score -2.794085e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159289 members 
Mstep: Class 2 contains 141853 members 
Entering Unmasked Estep 
Score: -27942886.000000 Penalty: 4099.984863
	Iteration 2Q: 3 clusters Score -2.794289e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 137809 members 
Entering Unmasked Estep 
Score: -27946178.000000 Penalty: 4099.984863
	Iteration 3Q: 3 clusters Score -2.794618e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169017 members 
Mstep: Class 2 contains 132125 members 
Entering Unmasked Estep 
Score: -27950142.000000 Penalty: 4099.984863
	Iteration 4Q: 3 clusters Score -2.795014e+07 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176961 members 
Mstep: Class 2 contains 124181 members 
Entering Unmasked Estep 
Score: -27956848.000000 Penalty: 4099.984863
	Iteration 5Q: 3 clusters Score -2.795685e+07 nChanged 15752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187137 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -27966042.000000 Penalty: 4099.984863
	Iteration 6F: 3 clusters Score -2.796604e+07 nChanged 17703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198852 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -27977438.000000 Penalty: 4099.984863
	Iteration 7F: 3 clusters Score -2.797744e+07 nChanged 18057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210329 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -27989070.000000 Penalty: 4099.984863
	Iteration 8F: 3 clusters Score -2.798907e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219542 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -27998534.000000 Penalty: 4099.984863
	Iteration 9F: 3 clusters Score -2.799853e+07 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226332 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -28004740.000000 Penalty: 4099.984863
	Iteration 10Q: 3 clusters Score -2.800474e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231463 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -28008152.000000 Penalty: 4099.984863
	Iteration 11Q: 3 clusters Score -2.800815e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235412 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -28010444.000000 Penalty: 4099.984863
	Iteration 12Q: 3 clusters Score -2.801044e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238867 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -28011872.000000 Penalty: 4099.984863
	Iteration 13Q: 3 clusters Score -2.801187e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242060 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -28013178.000000 Penalty: 4099.984863
	Iteration 14Q: 3 clusters Score -2.801318e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245274 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -28014350.000000 Penalty: 4099.984863
	Iteration 15Q: 3 clusters Score -2.801435e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248511 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -28015552.000000 Penalty: 4099.984863
	Iteration 16Q: 3 clusters Score -2.801555e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251853 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -28016934.000000 Penalty: 4099.984863
	Iteration 17Q: 3 clusters Score -2.801693e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255382 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -28018390.000000 Penalty: 4099.984863
	Iteration 18Q: 3 clusters Score -2.801839e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259031 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -28019984.000000 Penalty: 4099.984863
	Iteration 19Q: 3 clusters Score -2.801998e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262776 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -28021786.000000 Penalty: 4099.984863
	Iteration 20F: 3 clusters Score -2.802179e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266572 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -28023910.000000 Penalty: 4099.984863
	Iteration 21Q: 3 clusters Score -2.802391e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270547 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -28026298.000000 Penalty: 4099.984863
	Iteration 22Q: 3 clusters Score -2.80263e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274524 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -28028412.000000 Penalty: 4099.984863
	Iteration 23Q: 3 clusters Score -2.802841e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278386 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -28030794.000000 Penalty: 4099.984863
	Iteration 24Q: 3 clusters Score -2.803079e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282132 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -28033170.000000 Penalty: 4099.984863
	Iteration 25Q: 3 clusters Score -2.803317e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285616 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -28035460.000000 Penalty: 4099.984863
	Iteration 26Q: 3 clusters Score -2.803546e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288705 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -28037626.000000 Penalty: 4099.984863
	Iteration 27Q: 3 clusters Score -2.803763e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291374 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -28039758.000000 Penalty: 4099.984863
	Iteration 28Q: 3 clusters Score -2.803976e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293596 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -28041390.000000 Penalty: 4099.984863
	Iteration 29Q: 3 clusters Score -2.804139e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295398 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -28042504.000000 Penalty: 4099.984863
	Iteration 30Q: 3 clusters Score -2.80425e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296862 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -28043600.000000 Penalty: 4099.984863
	Iteration 31Q: 3 clusters Score -2.80436e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297911 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -28044066.000000 Penalty: 4099.984863
	Iteration 32Q: 3 clusters Score -2.804407e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298656 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -28044078.000000 Penalty: 4099.984863
	Iteration 33Q: 3 clusters Score -2.804408e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299201 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -28044024.000000 Penalty: 4099.984863
	Iteration 34Q: 3 clusters Score -2.804402e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299593 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -28044026.000000 Penalty: 4099.984863
	Iteration 35Q: 3 clusters Score -2.804403e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299853 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -28044056.000000 Penalty: 4099.984863
	Iteration 36Q: 3 clusters Score -2.804406e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300036 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -28044102.000000 Penalty: 4099.984863
	Iteration 37Q: 3 clusters Score -2.80441e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300154 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -28044164.000000 Penalty: 4099.984863
	Iteration 38Q: 3 clusters Score -2.804416e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300226 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -28044174.000000 Penalty: 4099.984863
	Iteration 39Q: 3 clusters Score -2.804417e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300279 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -28044170.000000 Penalty: 4099.984863
	Iteration 40F: 3 clusters Score -2.804417e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300321 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -28044204.000000 Penalty: 4099.984863
	Iteration 41Q: 3 clusters Score -2.80442e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300353 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -28044192.000000 Penalty: 4099.984863
	Iteration 42Q: 3 clusters Score -2.804419e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300394 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -28044194.000000 Penalty: 4099.984863
	Iteration 43Q: 3 clusters Score -2.804419e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300414 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -28044190.000000 Penalty: 4099.984863
	Iteration 44Q: 3 clusters Score -2.804419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300432 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -28044208.000000 Penalty: 4099.984863
	Iteration 45Q: 3 clusters Score -2.804421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300444 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -28044208.000000 Penalty: 4099.984863
	Iteration 46Q: 3 clusters Score -2.804421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300452 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -28044214.000000 Penalty: 4099.984863
	Iteration 47Q: 3 clusters Score -2.804421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300460 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -28044214.000000 Penalty: 4099.984863
	Iteration 48Q: 3 clusters Score -2.804421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300464 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28044214.000000 Penalty: 4099.984863
	Iteration 49Q: 3 clusters Score -2.804421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300468 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -28044216.000000 Penalty: 4099.984863
	Iteration 50Q: 3 clusters Score -2.804422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300470 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -28044220.000000 Penalty: 4099.984863
	Iteration 51Q: 3 clusters Score -2.804422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300471 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -28044228.000000 Penalty: 4099.984863
	Iteration 52Q: 3 clusters Score -2.804423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300472 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -28044238.000000 Penalty: 4099.984863
	Iteration 53Q: 3 clusters Score -2.804424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300473 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -28044224.000000 Penalty: 4099.984863
	Iteration 54Q: 3 clusters Score -2.804422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300475 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -28044220.000000 Penalty: 4099.984863
	Iteration 55Q: 3 clusters Score -2.804422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300476 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -28044226.000000 Penalty: 4099.984863
	Iteration 56Q: 3 clusters Score -2.804423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300480 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -28044236.000000 Penalty: 4099.984863
	Iteration 57Q: 3 clusters Score -2.804424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300483 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -28044256.000000 Penalty: 4099.984863
	Iteration 58Q: 3 clusters Score -2.804426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300487 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -28044242.000000 Penalty: 4099.984863
	Iteration 59Q: 3 clusters Score -2.804424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300490 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -28044234.000000 Penalty: 4099.984863
	Iteration 60F: 3 clusters Score -2.804423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300493 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -28044256.000000 Penalty: 4099.984863
	Iteration 61Q: 3 clusters Score -2.804426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300495 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -28044246.000000 Penalty: 4099.984863
	Iteration 62Q: 3 clusters Score -2.804425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300496 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -28044268.000000 Penalty: 4099.984863
	Iteration 63Q: 3 clusters Score -2.804427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300499 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -28044272.000000 Penalty: 4099.984863
	Iteration 64Q: 3 clusters Score -2.804427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300500 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -28044278.000000 Penalty: 4099.984863
	Iteration 65Q: 3 clusters Score -2.804428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300501 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -28044282.000000 Penalty: 4099.984863
	Iteration 66Q: 3 clusters Score -2.804428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300502 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -28044282.000000 Penalty: 4099.984863
	Iteration 67Q: 3 clusters Score -2.804428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300504 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -28044274.000000 Penalty: 4099.984863
	Iteration 68Q: 3 clusters Score -2.804427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300504 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -28044274.000000 Penalty: 4099.984863
	Iteration 69F: 3 clusters Score -2.804427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16536.189453 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -16536.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15760.440430 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -15760.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15947.895508 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -15947.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16036.327148 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -16036.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16079.296875 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -16079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16100.269531 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -16100.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16100.269531 Penalty: 1823.078369
	Iteration 5F: 3 clusters Score -16100.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Entering Unmasked Estep 
Score: -4030580.500000 Penalty: 1731.827515
	Iteration 0F: 2 clusters Score -4030580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -4002105.000000 Penalty: 3463.655029
	Iteration 0F: 3 clusters Score -4002105 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4013581.750000 Penalty: 3463.655029
	Iteration 1F: 3 clusters Score -4013582 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -4014349.000000 Penalty: 3463.655029
	Iteration 2Q: 3 clusters Score -4014349 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4015324.250000 Penalty: 3463.655029
	Iteration 3Q: 3 clusters Score -4015324 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4016585.750000 Penalty: 3463.655029
	Iteration 4F: 3 clusters Score -4016586 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4018120.750000 Penalty: 3463.655029
	Iteration 5F: 3 clusters Score -4018121 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4020117.250000 Penalty: 3463.655029
	Iteration 6F: 3 clusters Score -4020117 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4022477.500000 Penalty: 3463.655029
	Iteration 7F: 3 clusters Score -4022478 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4024633.750000 Penalty: 3463.655029
	Iteration 8F: 3 clusters Score -4024634 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4025804.500000 Penalty: 3463.655029
	Iteration 9Q: 3 clusters Score -4025804 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -4026338.500000 Penalty: 3463.655029
	Iteration 10Q: 3 clusters Score -4026338 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -4026660.250000 Penalty: 3463.655029
	Iteration 11Q: 3 clusters Score -4026660 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4026854.750000 Penalty: 3463.655029
	Iteration 12Q: 3 clusters Score -4026855 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4027023.500000 Penalty: 3463.655029
	Iteration 13Q: 3 clusters Score -4027024 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -4027189.500000 Penalty: 3463.655029
	Iteration 14Q: 3 clusters Score -4027190 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4027296.000000 Penalty: 3463.655029
	Iteration 15Q: 3 clusters Score -4027296 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -4027401.000000 Penalty: 3463.655029
	Iteration 16Q: 3 clusters Score -4027401 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4027535.750000 Penalty: 3463.655029
	Iteration 17Q: 3 clusters Score -4027536 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4027628.500000 Penalty: 3463.655029
	Iteration 18Q: 3 clusters Score -4027628 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4027723.250000 Penalty: 3463.655029
	Iteration 19Q: 3 clusters Score -4027723 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4027794.500000 Penalty: 3463.655029
	Iteration 20F: 3 clusters Score -4027794 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -4027882.750000 Penalty: 3463.655029
	Iteration 21Q: 3 clusters Score -4027883 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4027977.250000 Penalty: 3463.655029
	Iteration 22Q: 3 clusters Score -4027977 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -4028032.500000 Penalty: 3463.655029
	Iteration 23Q: 3 clusters Score -4028032 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4028131.750000 Penalty: 3463.655029
	Iteration 24Q: 3 clusters Score -4028132 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -4028194.750000 Penalty: 3463.655029
	Iteration 25Q: 3 clusters Score -4028195 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -4028282.500000 Penalty: 3463.655029
	Iteration 26Q: 3 clusters Score -4028282 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4028367.000000 Penalty: 3463.655029
	Iteration 27Q: 3 clusters Score -4028367 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -4028448.000000 Penalty: 3463.655029
	Iteration 28Q: 3 clusters Score -4028448 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4028525.250000 Penalty: 3463.655029
	Iteration 29Q: 3 clusters Score -4028525 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4028589.750000 Penalty: 3463.655029
	Iteration 30Q: 3 clusters Score -4028590 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4028655.250000 Penalty: 3463.655029
	Iteration 31Q: 3 clusters Score -4028655 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4028722.250000 Penalty: 3463.655029
	Iteration 32Q: 3 clusters Score -4028722 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4028802.000000 Penalty: 3463.655029
	Iteration 33Q: 3 clusters Score -4028802 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4028861.500000 Penalty: 3463.655029
	Iteration 34Q: 3 clusters Score -4028862 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4028933.500000 Penalty: 3463.655029
	Iteration 35Q: 3 clusters Score -4028934 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4029010.750000 Penalty: 3463.655029
	Iteration 36Q: 3 clusters Score -4029011 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4029078.750000 Penalty: 3463.655029
	Iteration 37Q: 3 clusters Score -4029079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4029139.750000 Penalty: 3463.655029
	Iteration 38Q: 3 clusters Score -4029140 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4029187.750000 Penalty: 3463.655029
	Iteration 39Q: 3 clusters Score -4029188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4029221.500000 Penalty: 3463.655029
	Iteration 40F: 3 clusters Score -4029222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4029260.250000 Penalty: 3463.655029
	Iteration 41Q: 3 clusters Score -4029260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4029293.000000 Penalty: 3463.655029
	Iteration 42Q: 3 clusters Score -4029293 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4029314.500000 Penalty: 3463.655029
	Iteration 43Q: 3 clusters Score -4029314 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4029333.250000 Penalty: 3463.655029
	Iteration 44Q: 3 clusters Score -4029333 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4029361.250000 Penalty: 3463.655029
	Iteration 45Q: 3 clusters Score -4029361 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -4029377.500000 Penalty: 3463.655029
	Iteration 46Q: 3 clusters Score -4029378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4029395.000000 Penalty: 3463.655029
	Iteration 47Q: 3 clusters Score -4029395 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4029421.250000 Penalty: 3463.655029
	Iteration 48Q: 3 clusters Score -4029421 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4029440.250000 Penalty: 3463.655029
	Iteration 49Q: 3 clusters Score -4029440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4029471.000000 Penalty: 3463.655029
	Iteration 50Q: 3 clusters Score -4029471 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4029499.500000 Penalty: 3463.655029
	Iteration 51Q: 3 clusters Score -4029500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4029499.750000 Penalty: 3463.655029
	Iteration 52Q: 3 clusters Score -4029500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4029508.750000 Penalty: 3463.655029
	Iteration 53Q: 3 clusters Score -4029509 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4029527.250000 Penalty: 3463.655029
	Iteration 54Q: 3 clusters Score -4029527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4029528.500000 Penalty: 3463.655029
	Iteration 55Q: 3 clusters Score -4029528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4029537.750000 Penalty: 3463.655029
	Iteration 56Q: 3 clusters Score -4029538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4029556.500000 Penalty: 3463.655029
	Iteration 57Q: 3 clusters Score -4029556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4029569.500000 Penalty: 3463.655029
	Iteration 58Q: 3 clusters Score -4029570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4029578.750000 Penalty: 3463.655029
	Iteration 59Q: 3 clusters Score -4029579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4029584.000000 Penalty: 3463.655029
	Iteration 60F: 3 clusters Score -4029584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4029592.750000 Penalty: 3463.655029
	Iteration 61Q: 3 clusters Score -4029593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4029599.250000 Penalty: 3463.655029
	Iteration 62Q: 3 clusters Score -4029599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4029599.500000 Penalty: 3463.655029
	Iteration 63Q: 3 clusters Score -4029600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4029598.750000 Penalty: 3463.655029
	Iteration 64Q: 3 clusters Score -4029599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4029603.250000 Penalty: 3463.655029
	Iteration 65Q: 3 clusters Score -4029603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4029605.750000 Penalty: 3463.655029
	Iteration 66Q: 3 clusters Score -4029606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4029604.000000 Penalty: 3463.655029
	Iteration 67Q: 3 clusters Score -4029604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4029607.000000 Penalty: 3463.655029
	Iteration 68Q: 3 clusters Score -4029607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4029617.250000 Penalty: 3463.655029
	Iteration 69Q: 3 clusters Score -4029617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4029612.750000 Penalty: 3463.655029
	Iteration 70Q: 3 clusters Score -4029613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4029618.000000 Penalty: 3463.655029
	Iteration 71Q: 3 clusters Score -4029618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4029620.000000 Penalty: 3463.655029
	Iteration 72Q: 3 clusters Score -4029620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4029618.000000 Penalty: 3463.655029
	Iteration 73Q: 3 clusters Score -4029618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4029617.750000 Penalty: 3463.655029
	Iteration 74Q: 3 clusters Score -4029618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4029626.000000 Penalty: 3463.655029
	Iteration 75Q: 3 clusters Score -4029626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4029625.250000 Penalty: 3463.655029
	Iteration 76Q: 3 clusters Score -4029625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4029634.750000 Penalty: 3463.655029
	Iteration 77Q: 3 clusters Score -4029635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4029638.000000 Penalty: 3463.655029
	Iteration 78Q: 3 clusters Score -4029638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4029631.000000 Penalty: 3463.655029
	Iteration 79Q: 3 clusters Score -4029631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4029634.000000 Penalty: 3463.655029
	Iteration 80F: 3 clusters Score -4029634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4029636.750000 Penalty: 3463.655029
	Iteration 81Q: 3 clusters Score -4029637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4029637.250000 Penalty: 3463.655029
	Iteration 82Q: 3 clusters Score -4029637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4029635.500000 Penalty: 3463.655029
	Iteration 83Q: 3 clusters Score -4029636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4029638.750000 Penalty: 3463.655029
	Iteration 84Q: 3 clusters Score -4029639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4029636.750000 Penalty: 3463.655029
	Iteration 85Q: 3 clusters Score -4029637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4029646.250000 Penalty: 3463.655029
	Iteration 86Q: 3 clusters Score -4029646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4029642.500000 Penalty: 3463.655029
	Iteration 87Q: 3 clusters Score -4029642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4029646.250000 Penalty: 3463.655029
	Iteration 88Q: 3 clusters Score -4029646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4029650.250000 Penalty: 3463.655029
	Iteration 89Q: 3 clusters Score -4029650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4029656.750000 Penalty: 3463.655029
	Iteration 90Q: 3 clusters Score -4029657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4029658.000000 Penalty: 3463.655029
	Iteration 91Q: 3 clusters Score -4029658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4029659.750000 Penalty: 3463.655029
	Iteration 92Q: 3 clusters Score -4029660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4029660.000000 Penalty: 3463.655029
	Iteration 93Q: 3 clusters Score -4029660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4029656.250000 Penalty: 3463.655029
	Iteration 94Q: 3 clusters Score -4029656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4029653.500000 Penalty: 3463.655029
	Iteration 95Q: 3 clusters Score -4029654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4029661.500000 Penalty: 3463.655029
	Iteration 96Q: 3 clusters Score -4029662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4029658.250000 Penalty: 3463.655029
	Iteration 97Q: 3 clusters Score -4029658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4029666.000000 Penalty: 3463.655029
	Iteration 98Q: 3 clusters Score -4029666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4029668.500000 Penalty: 3463.655029
	Iteration 99Q: 3 clusters Score -4029668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4029669.500000 Penalty: 3463.655029
	Iteration 100F: 3 clusters Score -4029670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4029668.000000 Penalty: 3463.655029
	Iteration 101Q: 3 clusters Score -4029668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4029666.500000 Penalty: 3463.655029
	Iteration 102Q: 3 clusters Score -4029666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4029664.250000 Penalty: 3463.655029
	Iteration 103Q: 3 clusters Score -4029664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4029670.250000 Penalty: 3463.655029
	Iteration 104Q: 3 clusters Score -4029670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4029671.750000 Penalty: 3463.655029
	Iteration 105Q: 3 clusters Score -4029672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4029671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4029670.750000 Penalty: 3463.655029
	Iteration 107F: 3 clusters Score -4029671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -538992.500000 Penalty: 1411.791626
	Iteration 0F: 2 clusters Score -538992.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -534415.437500 Penalty: 2823.583252
	Iteration 0F: 3 clusters Score -534415.4 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -535708.250000 Penalty: 2823.583252
	Iteration 1F: 3 clusters Score -535708.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -535923.625000 Penalty: 2823.583252
	Iteration 2F: 3 clusters Score -535923.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -536087.312500 Penalty: 2823.583252
	Iteration 3F: 3 clusters Score -536087.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -536241.375000 Penalty: 2823.583252
	Iteration 4Q: 3 clusters Score -536241.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -536388.250000 Penalty: 2823.583252
	Iteration 5Q: 3 clusters Score -536388.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -536540.437500 Penalty: 2823.583252
	Iteration 6Q: 3 clusters Score -536540.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -536695.375000 Penalty: 2823.583252
	Iteration 7Q: 3 clusters Score -536695.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -536835.687500 Penalty: 2823.583252
	Iteration 8Q: 3 clusters Score -536835.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -536977.687500 Penalty: 2823.583252
	Iteration 9Q: 3 clusters Score -536977.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -537112.187500 Penalty: 2823.583252
	Iteration 10Q: 3 clusters Score -537112.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -537255.375000 Penalty: 2823.583252
	Iteration 11Q: 3 clusters Score -537255.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -537392.750000 Penalty: 2823.583252
	Iteration 12Q: 3 clusters Score -537392.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -537507.312500 Penalty: 2823.583252
	Iteration 13Q: 3 clusters Score -537507.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -537599.437500 Penalty: 2823.583252
	Iteration 14Q: 3 clusters Score -537599.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -537665.812500 Penalty: 2823.583252
	Iteration 15Q: 3 clusters Score -537665.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -537699.812500 Penalty: 2823.583252
	Iteration 16Q: 3 clusters Score -537699.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -537733.562500 Penalty: 2823.583252
	Iteration 17Q: 3 clusters Score -537733.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -537753.625000 Penalty: 2823.583252
	Iteration 18Q: 3 clusters Score -537753.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -537769.125000 Penalty: 2823.583252
	Iteration 19Q: 3 clusters Score -537769.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -537781.187500 Penalty: 2823.583252
	Iteration 20F: 3 clusters Score -537781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -537785.937500 Penalty: 2823.583252
	Iteration 21Q: 3 clusters Score -537785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -537792.562500 Penalty: 2823.583252
	Iteration 22Q: 3 clusters Score -537792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -537797.562500 Penalty: 2823.583252
	Iteration 23Q: 3 clusters Score -537797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -537798.937500 Penalty: 2823.583252
	Iteration 24Q: 3 clusters Score -537798.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -537800.875000 Penalty: 2823.583252
	Iteration 25Q: 3 clusters Score -537800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -537804.250000 Penalty: 2823.583252
	Iteration 26Q: 3 clusters Score -537804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -537808.875000 Penalty: 2823.583252
	Iteration 27Q: 3 clusters Score -537808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -537813.812500 Penalty: 2823.583252
	Iteration 28Q: 3 clusters Score -537813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -537816.750000 Penalty: 2823.583252
	Iteration 29Q: 3 clusters Score -537816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -537823.000000 Penalty: 2823.583252
	Iteration 30Q: 3 clusters Score -537823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -537829.375000 Penalty: 2823.583252
	Iteration 31Q: 3 clusters Score -537829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -537836.312500 Penalty: 2823.583252
	Iteration 32Q: 3 clusters Score -537836.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -537843.937500 Penalty: 2823.583252
	Iteration 33Q: 3 clusters Score -537843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -537847.000000 Penalty: 2823.583252
	Iteration 34Q: 3 clusters Score -537847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -537850.625000 Penalty: 2823.583252
	Iteration 35Q: 3 clusters Score -537850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -537852.125000 Penalty: 2823.583252
	Iteration 36Q: 3 clusters Score -537852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -537853.312500 Penalty: 2823.583252
	Iteration 37Q: 3 clusters Score -537853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -537854.437500 Penalty: 2823.583252
	Iteration 38Q: 3 clusters Score -537854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -537854.625000 Penalty: 2823.583252
	Iteration 39Q: 3 clusters Score -537854.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -537854.625000 Penalty: 2823.583252
	Iteration 40F: 3 clusters Score -537854.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Entering Unmasked Estep 
Score: -1180547.500000 Penalty: 1545.049561
	Iteration 0F: 2 clusters Score -1180548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1171037.250000 Penalty: 3090.099121
	Iteration 0F: 3 clusters Score -1171037 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1174344.000000 Penalty: 3090.099121
	Iteration 1F: 3 clusters Score -1174344 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1174660.875000 Penalty: 3090.099121
	Iteration 2F: 3 clusters Score -1174661 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1174960.250000 Penalty: 3090.099121
	Iteration 3F: 3 clusters Score -1174960 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1175296.000000 Penalty: 3090.099121
	Iteration 4Q: 3 clusters Score -1175296 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1175685.250000 Penalty: 3090.099121
	Iteration 5F: 3 clusters Score -1175685 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1176153.375000 Penalty: 3090.099121
	Iteration 6F: 3 clusters Score -1176153 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1176688.750000 Penalty: 3090.099121
	Iteration 7F: 3 clusters Score -1176689 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1177261.000000 Penalty: 3090.099121
	Iteration 8F: 3 clusters Score -1177261 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1177838.375000 Penalty: 3090.099121
	Iteration 9F: 3 clusters Score -1177838 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1178319.500000 Penalty: 3090.099121
	Iteration 10Q: 3 clusters Score -1178320 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1178672.750000 Penalty: 3090.099121
	Iteration 11Q: 3 clusters Score -1178673 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1178871.250000 Penalty: 3090.099121
	Iteration 12Q: 3 clusters Score -1178871 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1179000.625000 Penalty: 3090.099121
	Iteration 13Q: 3 clusters Score -1179001 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1179085.375000 Penalty: 3090.099121
	Iteration 14Q: 3 clusters Score -1179085 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1179153.875000 Penalty: 3090.099121
	Iteration 15Q: 3 clusters Score -1179154 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1179195.625000 Penalty: 3090.099121
	Iteration 16Q: 3 clusters Score -1179196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1179222.125000 Penalty: 3090.099121
	Iteration 17Q: 3 clusters Score -1179222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1179244.250000 Penalty: 3090.099121
	Iteration 18Q: 3 clusters Score -1179244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1179265.875000 Penalty: 3090.099121
	Iteration 19Q: 3 clusters Score -1179266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1179279.875000 Penalty: 3090.099121
	Iteration 20F: 3 clusters Score -1179280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1179289.500000 Penalty: 3090.099121
	Iteration 21Q: 3 clusters Score -1179290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1179297.625000 Penalty: 3090.099121
	Iteration 22Q: 3 clusters Score -1179298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1179304.000000 Penalty: 3090.099121
	Iteration 23Q: 3 clusters Score -1179304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1179307.875000 Penalty: 3090.099121
	Iteration 24Q: 3 clusters Score -1179308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1179311.125000 Penalty: 3090.099121
	Iteration 25Q: 3 clusters Score -1179311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1179312.125000 Penalty: 3090.099121
	Iteration 26Q: 3 clusters Score -1179312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1179315.500000 Penalty: 3090.099121
	Iteration 27Q: 3 clusters Score -1179316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1179317.625000 Penalty: 3090.099121
	Iteration 28Q: 3 clusters Score -1179318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1179321.625000 Penalty: 3090.099121
	Iteration 29Q: 3 clusters Score -1179322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1179329.750000 Penalty: 3090.099121
	Iteration 30Q: 3 clusters Score -1179330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1179334.750000 Penalty: 3090.099121
	Iteration 31Q: 3 clusters Score -1179335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1179337.500000 Penalty: 3090.099121
	Iteration 32Q: 3 clusters Score -1179338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1179343.375000 Penalty: 3090.099121
	Iteration 33Q: 3 clusters Score -1179343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1179346.375000 Penalty: 3090.099121
	Iteration 34Q: 3 clusters Score -1179346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1179350.375000 Penalty: 3090.099121
	Iteration 35Q: 3 clusters Score -1179350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1179359.125000 Penalty: 3090.099121
	Iteration 36Q: 3 clusters Score -1179359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1179362.500000 Penalty: 3090.099121
	Iteration 37Q: 3 clusters Score -1179362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1179365.125000 Penalty: 3090.099121
	Iteration 38Q: 3 clusters Score -1179365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1179365.875000 Penalty: 3090.099121
	Iteration 39Q: 3 clusters Score -1179366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1179368.750000 Penalty: 3090.099121
	Iteration 40F: 3 clusters Score -1179369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1179369.500000 Penalty: 3090.099121
	Iteration 41Q: 3 clusters Score -1179370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1179373.250000 Penalty: 3090.099121
	Iteration 42Q: 3 clusters Score -1179373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1179374.250000 Penalty: 3090.099121
	Iteration 43Q: 3 clusters Score -1179374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1179375.875000 Penalty: 3090.099121
	Iteration 44Q: 3 clusters Score -1179376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1179378.250000 Penalty: 3090.099121
	Iteration 45Q: 3 clusters Score -1179378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1179378.625000 Penalty: 3090.099121
	Iteration 46Q: 3 clusters Score -1179379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1179380.625000 Penalty: 3090.099121
	Iteration 47Q: 3 clusters Score -1179381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1179384.125000 Penalty: 3090.099121
	Iteration 48Q: 3 clusters Score -1179384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1179389.750000 Penalty: 3090.099121
	Iteration 49Q: 3 clusters Score -1179390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1179393.250000 Penalty: 3090.099121
	Iteration 50Q: 3 clusters Score -1179393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1179395.500000 Penalty: 3090.099121
	Iteration 51Q: 3 clusters Score -1179396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1179396.000000 Penalty: 3090.099121
	Iteration 52Q: 3 clusters Score -1179396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1179396.875000 Penalty: 3090.099121
	Iteration 53Q: 3 clusters Score -1179397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1179397.875000 Penalty: 3090.099121
	Iteration 54Q: 3 clusters Score -1179398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1179398.125000 Penalty: 3090.099121
	Iteration 55Q: 3 clusters Score -1179398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1179399.500000 Penalty: 3090.099121
	Iteration 56Q: 3 clusters Score -1179400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1179399.500000 Penalty: 3090.099121
	Iteration 57F: 3 clusters Score -1179400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -9225483.000000 Penalty: 1866.380737
	Iteration 0F: 2 clusters Score -9225483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -9160316.000000 Penalty: 3732.761475
	Iteration 0F: 3 clusters Score -9160316 nChanged 46337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -9187227.000000 Penalty: 3732.761475
	Iteration 1F: 3 clusters Score -9187227 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -9187984.000000 Penalty: 3732.761475
	Iteration 2Q: 3 clusters Score -9187984 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -9188960.000000 Penalty: 3732.761475
	Iteration 3Q: 3 clusters Score -9188960 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -9190551.000000 Penalty: 3732.761475
	Iteration 4Q: 3 clusters Score -9190551 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -9193571.000000 Penalty: 3732.761475
	Iteration 5F: 3 clusters Score -9193571 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -9198502.000000 Penalty: 3732.761475
	Iteration 6F: 3 clusters Score -9198502 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -9205387.000000 Penalty: 3732.761475
	Iteration 7F: 3 clusters Score -9205387 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -9212361.000000 Penalty: 3732.761475
	Iteration 8F: 3 clusters Score -9212361 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -9217195.000000 Penalty: 3732.761475
	Iteration 9F: 3 clusters Score -9217195 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -9220241.000000 Penalty: 3732.761475
	Iteration 10Q: 3 clusters Score -9220241 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -9221919.000000 Penalty: 3732.761475
	Iteration 11Q: 3 clusters Score -9221919 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -9222760.000000 Penalty: 3732.761475
	Iteration 12Q: 3 clusters Score -9222760 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -9223239.000000 Penalty: 3732.761475
	Iteration 13Q: 3 clusters Score -9223239 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -9223563.000000 Penalty: 3732.761475
	Iteration 14Q: 3 clusters Score -9223563 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -9223710.000000 Penalty: 3732.761475
	Iteration 15Q: 3 clusters Score -9223710 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -9223801.000000 Penalty: 3732.761475
	Iteration 16Q: 3 clusters Score -9223801 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -9223877.000000 Penalty: 3732.761475
	Iteration 17Q: 3 clusters Score -9223877 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9223935.000000 Penalty: 3732.761475
	Iteration 18Q: 3 clusters Score -9223935 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -9223978.000000 Penalty: 3732.761475
	Iteration 19Q: 3 clusters Score -9223978 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -9224024.000000 Penalty: 3732.761475
	Iteration 20F: 3 clusters Score -9224024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9224048.000000 Penalty: 3732.761475
	Iteration 21Q: 3 clusters Score -9224048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9224073.000000 Penalty: 3732.761475
	Iteration 22Q: 3 clusters Score -9224073 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9224113.000000 Penalty: 3732.761475
	Iteration 23Q: 3 clusters Score -9224113 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -9224147.000000 Penalty: 3732.761475
	Iteration 24Q: 3 clusters Score -9224147 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9224159.000000 Penalty: 3732.761475
	Iteration 25Q: 3 clusters Score -9224159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9224169.000000 Penalty: 3732.761475
	Iteration 26Q: 3 clusters Score -9224169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -9224180.000000 Penalty: 3732.761475
	Iteration 27Q: 3 clusters Score -9224180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9224189.000000 Penalty: 3732.761475
	Iteration 28Q: 3 clusters Score -9224189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -9224199.000000 Penalty: 3732.761475
	Iteration 29Q: 3 clusters Score -9224199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -9224215.000000 Penalty: 3732.761475
	Iteration 30Q: 3 clusters Score -9224215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -9224209.000000 Penalty: 3732.761475
	Iteration 31Q: 3 clusters Score -9224209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94573 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -9224235.000000 Penalty: 3732.761475
	Iteration 32Q: 3 clusters Score -9224235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9224248.000000 Penalty: 3732.761475
	Iteration 33Q: 3 clusters Score -9224248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9224248.000000 Penalty: 3732.761475
	Iteration 34Q: 3 clusters Score -9224248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -9224255.000000 Penalty: 3732.761475
	Iteration 35Q: 3 clusters Score -9224255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94699 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -9224246.000000 Penalty: 3732.761475
	Iteration 36Q: 3 clusters Score -9224246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9224246.000000 Penalty: 3732.761475
	Iteration 37Q: 3 clusters Score -9224246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9224247.000000 Penalty: 3732.761475
	Iteration 38Q: 3 clusters Score -9224247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9224266.000000 Penalty: 3732.761475
	Iteration 39Q: 3 clusters Score -9224266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9224269.000000 Penalty: 3732.761475
	Iteration 40F: 3 clusters Score -9224269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9224260.000000 Penalty: 3732.761475
	Iteration 41Q: 3 clusters Score -9224260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9224263.000000 Penalty: 3732.761475
	Iteration 42Q: 3 clusters Score -9224263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -9224262.000000 Penalty: 3732.761475
	Iteration 43Q: 3 clusters Score -9224262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9224275.000000 Penalty: 3732.761475
	Iteration 44Q: 3 clusters Score -9224275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9224276.000000 Penalty: 3732.761475
	Iteration 45Q: 3 clusters Score -9224276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -9224282.000000 Penalty: 3732.761475
	Iteration 46Q: 3 clusters Score -9224282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9224288.000000 Penalty: 3732.761475
	Iteration 47Q: 3 clusters Score -9224288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9224292.000000 Penalty: 3732.761475
	Iteration 48Q: 3 clusters Score -9224292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9224297.000000 Penalty: 3732.761475
	Iteration 49Q: 3 clusters Score -9224297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9224289.000000 Penalty: 3732.761475
	Iteration 50Q: 3 clusters Score -9224289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9224293.000000 Penalty: 3732.761475
	Iteration 51Q: 3 clusters Score -9224293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9224293.000000 Penalty: 3732.761475
	Iteration 52Q: 3 clusters Score -9224293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9224296.000000 Penalty: 3732.761475
	Iteration 53Q: 3 clusters Score -9224296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9224296.000000 Penalty: 3732.761475
	Iteration 54F: 3 clusters Score -9224296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -62284.121094 Penalty: 1086.655151
	Iteration 0F: 2 clusters Score -62284.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61033.894531 Penalty: 2173.310303
	Iteration 0F: 3 clusters Score -61033.89 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61378.898438 Penalty: 2173.310303
	Iteration 1F: 3 clusters Score -61378.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61497.507812 Penalty: 2173.310303
	Iteration 2F: 3 clusters Score -61497.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61626.636719 Penalty: 2173.310303
	Iteration 3F: 3 clusters Score -61626.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -61731.343750 Penalty: 2173.310303
	Iteration 4F: 3 clusters Score -61731.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -61802.570312 Penalty: 2173.310303
	Iteration 5Q: 3 clusters Score -61802.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -61868.945312 Penalty: 2173.310303
	Iteration 6Q: 3 clusters Score -61868.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61909.289062 Penalty: 2173.310303
	Iteration 7Q: 3 clusters Score -61909.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61947.792969 Penalty: 2173.310303
	Iteration 8Q: 3 clusters Score -61947.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61967.824219 Penalty: 2173.310303
	Iteration 9Q: 3 clusters Score -61967.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61979.292969 Penalty: 2173.310303
	Iteration 10Q: 3 clusters Score -61979.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -61985.050781 Penalty: 2173.310303
	Iteration 11Q: 3 clusters Score -61985.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61986.289062 Penalty: 2173.310303
	Iteration 12Q: 3 clusters Score -61986.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61988.574219 Penalty: 2173.310303
	Iteration 13Q: 3 clusters Score -61988.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61995.261719 Penalty: 2173.310303
	Iteration 14Q: 3 clusters Score -61995.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61997.039062 Penalty: 2173.310303
	Iteration 15Q: 3 clusters Score -61997.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61997.039062 Penalty: 2173.310303
	Iteration 16F: 3 clusters Score -61997.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Entering Unmasked Estep 
Score: -3276382.000000 Penalty: 1698.010254
	Iteration 0F: 2 clusters Score -3276382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3253357.500000 Penalty: 3396.020508
	Iteration 0F: 3 clusters Score -3253358 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3262069.250000 Penalty: 3396.020508
	Iteration 1F: 3 clusters Score -3262069 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3262501.250000 Penalty: 3396.020508
	Iteration 2Q: 3 clusters Score -3262501 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3262985.750000 Penalty: 3396.020508
	Iteration 3Q: 3 clusters Score -3262986 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3263631.000000 Penalty: 3396.020508
	Iteration 4Q: 3 clusters Score -3263631 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3264642.250000 Penalty: 3396.020508
	Iteration 5F: 3 clusters Score -3264642 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3266232.000000 Penalty: 3396.020508
	Iteration 6F: 3 clusters Score -3266232 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3268295.750000 Penalty: 3396.020508
	Iteration 7F: 3 clusters Score -3268296 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3270433.000000 Penalty: 3396.020508
	Iteration 8F: 3 clusters Score -3270433 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3272089.500000 Penalty: 3396.020508
	Iteration 9F: 3 clusters Score -3272090 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3273084.000000 Penalty: 3396.020508
	Iteration 10Q: 3 clusters Score -3273084 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -3273628.250000 Penalty: 3396.020508
	Iteration 11Q: 3 clusters Score -3273628 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -3273909.750000 Penalty: 3396.020508
	Iteration 12Q: 3 clusters Score -3273910 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -3274107.250000 Penalty: 3396.020508
	Iteration 13Q: 3 clusters Score -3274107 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3274219.000000 Penalty: 3396.020508
	Iteration 14Q: 3 clusters Score -3274219 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -3274340.500000 Penalty: 3396.020508
	Iteration 15Q: 3 clusters Score -3274340 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3274437.000000 Penalty: 3396.020508
	Iteration 16Q: 3 clusters Score -3274437 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3274502.000000 Penalty: 3396.020508
	Iteration 17Q: 3 clusters Score -3274502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -3274556.250000 Penalty: 3396.020508
	Iteration 18Q: 3 clusters Score -3274556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3274609.000000 Penalty: 3396.020508
	Iteration 19Q: 3 clusters Score -3274609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -3274652.000000 Penalty: 3396.020508
	Iteration 20F: 3 clusters Score -3274652 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -3274705.500000 Penalty: 3396.020508
	Iteration 21Q: 3 clusters Score -3274706 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3274747.250000 Penalty: 3396.020508
	Iteration 22Q: 3 clusters Score -3274747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -3274775.250000 Penalty: 3396.020508
	Iteration 23Q: 3 clusters Score -3274775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3274785.750000 Penalty: 3396.020508
	Iteration 24Q: 3 clusters Score -3274786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3274791.000000 Penalty: 3396.020508
	Iteration 25Q: 3 clusters Score -3274791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3274807.500000 Penalty: 3396.020508
	Iteration 26Q: 3 clusters Score -3274808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3274812.000000 Penalty: 3396.020508
	Iteration 27Q: 3 clusters Score -3274812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3274817.500000 Penalty: 3396.020508
	Iteration 28Q: 3 clusters Score -3274818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3274824.000000 Penalty: 3396.020508
	Iteration 29Q: 3 clusters Score -3274824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3274836.750000 Penalty: 3396.020508
	Iteration 30Q: 3 clusters Score -3274837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3274842.750000 Penalty: 3396.020508
	Iteration 31Q: 3 clusters Score -3274843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3274847.250000 Penalty: 3396.020508
	Iteration 32Q: 3 clusters Score -3274847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3274849.500000 Penalty: 3396.020508
	Iteration 33Q: 3 clusters Score -3274850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -3274859.000000 Penalty: 3396.020508
	Iteration 34Q: 3 clusters Score -3274859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3274870.250000 Penalty: 3396.020508
	Iteration 35Q: 3 clusters Score -3274870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3274886.500000 Penalty: 3396.020508
	Iteration 36Q: 3 clusters Score -3274886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3274886.500000 Penalty: 3396.020508
	Iteration 37Q: 3 clusters Score -3274886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3274890.000000 Penalty: 3396.020508
	Iteration 38Q: 3 clusters Score -3274890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -3274896.500000 Penalty: 3396.020508
	Iteration 39Q: 3 clusters Score -3274896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -3274894.500000 Penalty: 3396.020508
	Iteration 40F: 3 clusters Score -3274894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -3274897.500000 Penalty: 3396.020508
	Iteration 41Q: 3 clusters Score -3274898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3274895.250000 Penalty: 3396.020508
	Iteration 42Q: 3 clusters Score -3274895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -3274895.500000 Penalty: 3396.020508
	Iteration 43Q: 3 clusters Score -3274896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -3274901.500000 Penalty: 3396.020508
	Iteration 44Q: 3 clusters Score -3274902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -3274904.000000 Penalty: 3396.020508
	Iteration 45Q: 3 clusters Score -3274904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3274908.500000 Penalty: 3396.020508
	Iteration 46Q: 3 clusters Score -3274908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -3274905.250000 Penalty: 3396.020508
	Iteration 47Q: 3 clusters Score -3274905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -3274905.750000 Penalty: 3396.020508
	Iteration 48Q: 3 clusters Score -3274906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3274903.500000 Penalty: 3396.020508
	Iteration 49Q: 3 clusters Score -3274904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -3274905.250000 Penalty: 3396.020508
	Iteration 50Q: 3 clusters Score -3274905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -3274905.250000 Penalty: 3396.020508
	Iteration 51Q: 3 clusters Score -3274905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -3274905.250000 Penalty: 3396.020508
	Iteration 52F: 3 clusters Score -3274905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -35730.089844 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -35730.09 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 236 members 
Entering Unmasked Estep 
Score: -34737.285156 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -34737.29 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34914.820312 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -34914.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34987.363281 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -34987.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35036.148438 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -35036.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35101.453125 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -35101.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35159.710938 Penalty: 2007.831909
	Iteration 5F: 3 clusters Score -35159.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35269.925781 Penalty: 2007.831909
	Iteration 6F: 3 clusters Score -35269.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35336.484375 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -35336.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35425.894531 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -35425.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35462.199219 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -35462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35473.144531 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -35473.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35480.367188 Penalty: 2007.831909
	Iteration 11Q: 3 clusters Score -35480.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35490.199219 Penalty: 2007.831909
	Iteration 12F: 3 clusters Score -35490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35555.687500 Penalty: 2007.831909
	Iteration 13Q: 3 clusters Score -35555.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35575.527344 Penalty: 2007.831909
	Iteration 14Q: 3 clusters Score -35575.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35595.382812 Penalty: 2007.831909
	Iteration 15Q: 3 clusters Score -35595.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35611.589844 Penalty: 2007.831909
	Iteration 16Q: 3 clusters Score -35611.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35611.589844 Penalty: 2007.831909
	Iteration 17F: 3 clusters Score -35611.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Entering Unmasked Estep 
Score: -810232.062500 Penalty: 1475.315430
	Iteration 0F: 2 clusters Score -810232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -803901.375000 Penalty: 2950.630859
	Iteration 0F: 3 clusters Score -803901.4 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -805744.187500 Penalty: 2950.630859
	Iteration 1F: 3 clusters Score -805744.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -805959.500000 Penalty: 2950.630859
	Iteration 2F: 3 clusters Score -805959.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -806123.812500 Penalty: 2950.630859
	Iteration 3Q: 3 clusters Score -806123.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -806240.562500 Penalty: 2950.630859
	Iteration 4Q: 3 clusters Score -806240.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -806331.812500 Penalty: 2950.630859
	Iteration 5Q: 3 clusters Score -806331.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -806410.750000 Penalty: 2950.630859
	Iteration 6Q: 3 clusters Score -806410.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -806478.375000 Penalty: 2950.630859
	Iteration 7Q: 3 clusters Score -806478.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -806549.125000 Penalty: 2950.630859
	Iteration 8Q: 3 clusters Score -806549.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -806620.500000 Penalty: 2950.630859
	Iteration 9Q: 3 clusters Score -806620.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -806687.000000 Penalty: 2950.630859
	Iteration 10Q: 3 clusters Score -806687 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -806767.250000 Penalty: 2950.630859
	Iteration 11Q: 3 clusters Score -806767.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -806878.500000 Penalty: 2950.630859
	Iteration 12Q: 3 clusters Score -806878.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -807013.625000 Penalty: 2950.630859
	Iteration 13Q: 3 clusters Score -807013.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -807183.062500 Penalty: 2950.630859
	Iteration 14Q: 3 clusters Score -807183.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -807391.812500 Penalty: 2950.630859
	Iteration 15Q: 3 clusters Score -807391.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -807605.375000 Penalty: 2950.630859
	Iteration 16Q: 3 clusters Score -807605.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -807791.062500 Penalty: 2950.630859
	Iteration 17Q: 3 clusters Score -807791.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -807937.875000 Penalty: 2950.630859
	Iteration 18Q: 3 clusters Score -807937.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -808035.375000 Penalty: 2950.630859
	Iteration 19Q: 3 clusters Score -808035.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -808102.187500 Penalty: 2950.630859
	Iteration 20F: 3 clusters Score -808102.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -808151.250000 Penalty: 2950.630859
	Iteration 21Q: 3 clusters Score -808151.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -808189.750000 Penalty: 2950.630859
	Iteration 22Q: 3 clusters Score -808189.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -808232.312500 Penalty: 2950.630859
	Iteration 23Q: 3 clusters Score -808232.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -808267.500000 Penalty: 2950.630859
	Iteration 24Q: 3 clusters Score -808267.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -808297.000000 Penalty: 2950.630859
	Iteration 25Q: 3 clusters Score -808297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -808329.250000 Penalty: 2950.630859
	Iteration 26Q: 3 clusters Score -808329.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -808365.687500 Penalty: 2950.630859
	Iteration 27Q: 3 clusters Score -808365.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -808401.875000 Penalty: 2950.630859
	Iteration 28Q: 3 clusters Score -808401.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -808426.375000 Penalty: 2950.630859
	Iteration 29Q: 3 clusters Score -808426.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -808447.937500 Penalty: 2950.630859
	Iteration 30Q: 3 clusters Score -808447.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -808461.375000 Penalty: 2950.630859
	Iteration 31Q: 3 clusters Score -808461.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -808471.937500 Penalty: 2950.630859
	Iteration 32Q: 3 clusters Score -808471.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -808481.000000 Penalty: 2950.630859
	Iteration 33Q: 3 clusters Score -808481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -808483.687500 Penalty: 2950.630859
	Iteration 34Q: 3 clusters Score -808483.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -808489.687500 Penalty: 2950.630859
	Iteration 35Q: 3 clusters Score -808489.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -808493.750000 Penalty: 2950.630859
	Iteration 36Q: 3 clusters Score -808493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -808497.375000 Penalty: 2950.630859
	Iteration 37Q: 3 clusters Score -808497.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -808499.625000 Penalty: 2950.630859
	Iteration 38Q: 3 clusters Score -808499.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -808502.375000 Penalty: 2950.630859
	Iteration 39Q: 3 clusters Score -808502.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -808504.375000 Penalty: 2950.630859
	Iteration 40F: 3 clusters Score -808504.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -808512.000000 Penalty: 2950.630859
	Iteration 41Q: 3 clusters Score -808512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -808518.875000 Penalty: 2950.630859
	Iteration 42Q: 3 clusters Score -808518.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -808525.375000 Penalty: 2950.630859
	Iteration 43Q: 3 clusters Score -808525.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -808532.812500 Penalty: 2950.630859
	Iteration 44Q: 3 clusters Score -808532.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -808537.000000 Penalty: 2950.630859
	Iteration 45Q: 3 clusters Score -808537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -808544.875000 Penalty: 2950.630859
	Iteration 46Q: 3 clusters Score -808544.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -808549.750000 Penalty: 2950.630859
	Iteration 47Q: 3 clusters Score -808549.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -808558.562500 Penalty: 2950.630859
	Iteration 48Q: 3 clusters Score -808558.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -808563.125000 Penalty: 2950.630859
	Iteration 49Q: 3 clusters Score -808563.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -808567.500000 Penalty: 2950.630859
	Iteration 50Q: 3 clusters Score -808567.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -808577.500000 Penalty: 2950.630859
	Iteration 51Q: 3 clusters Score -808577.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -808583.562500 Penalty: 2950.630859
	Iteration 52Q: 3 clusters Score -808583.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -808588.187500 Penalty: 2950.630859
	Iteration 53Q: 3 clusters Score -808588.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -808594.625000 Penalty: 2950.630859
	Iteration 54Q: 3 clusters Score -808594.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -808595.500000 Penalty: 2950.630859
	Iteration 55Q: 3 clusters Score -808595.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -808599.937500 Penalty: 2950.630859
	Iteration 56Q: 3 clusters Score -808599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -808602.625000 Penalty: 2950.630859
	Iteration 57Q: 3 clusters Score -808602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -808604.250000 Penalty: 2950.630859
	Iteration 58Q: 3 clusters Score -808604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -808606.187500 Penalty: 2950.630859
	Iteration 59Q: 3 clusters Score -808606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -808607.875000 Penalty: 2950.630859
	Iteration 60F: 3 clusters Score -808607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -808610.562500 Penalty: 2950.630859
	Iteration 61Q: 3 clusters Score -808610.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -808611.062500 Penalty: 2950.630859
	Iteration 62Q: 3 clusters Score -808611.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -808613.187500 Penalty: 2950.630859
	Iteration 63Q: 3 clusters Score -808613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -808614.625000 Penalty: 2950.630859
	Iteration 64Q: 3 clusters Score -808614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -808615.250000 Penalty: 2950.630859
	Iteration 65Q: 3 clusters Score -808615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -808616.875000 Penalty: 2950.630859
	Iteration 66Q: 3 clusters Score -808616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -808617.250000 Penalty: 2950.630859
	Iteration 67Q: 3 clusters Score -808617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -808618.187500 Penalty: 2950.630859
	Iteration 68Q: 3 clusters Score -808618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -808618.125000 Penalty: 2950.630859
	Iteration 69Q: 3 clusters Score -808618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -808621.500000 Penalty: 2950.630859
	Iteration 70Q: 3 clusters Score -808621.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -808623.250000 Penalty: 2950.630859
	Iteration 71Q: 3 clusters Score -808623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -808625.125000 Penalty: 2950.630859
	Iteration 72Q: 3 clusters Score -808625.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -808627.312500 Penalty: 2950.630859
	Iteration 73Q: 3 clusters Score -808627.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -808627.500000 Penalty: 2950.630859
	Iteration 74Q: 3 clusters Score -808627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -808627.625000 Penalty: 2950.630859
	Iteration 75Q: 3 clusters Score -808627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -808630.000000 Penalty: 2950.630859
	Iteration 76Q: 3 clusters Score -808630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -808631.500000 Penalty: 2950.630859
	Iteration 77Q: 3 clusters Score -808631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -808631.937500 Penalty: 2950.630859
	Iteration 78Q: 3 clusters Score -808631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -808630.500000 Penalty: 2950.630859
	Iteration 79Q: 3 clusters Score -808630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -808631.062500 Penalty: 2950.630859
	Iteration 80F: 3 clusters Score -808631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -808632.500000 Penalty: 2950.630859
	Iteration 81Q: 3 clusters Score -808632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -808632.312500 Penalty: 2950.630859
	Iteration 82Q: 3 clusters Score -808632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -808632.500000 Penalty: 2950.630859
	Iteration 83Q: 3 clusters Score -808632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -808632.312500 Penalty: 2950.630859
	Iteration 84Q: 3 clusters Score -808632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -808633.812500 Penalty: 2950.630859
	Iteration 85Q: 3 clusters Score -808633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -808632.625000 Penalty: 2950.630859
	Iteration 86Q: 3 clusters Score -808632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -808632.625000 Penalty: 2950.630859
	Iteration 87F: 3 clusters Score -808632.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -190704.046875 Penalty: 1259.054688
	Iteration 0F: 2 clusters Score -190704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -188442.109375 Penalty: 2518.109375
	Iteration 0F: 3 clusters Score -188442.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -188937.562500 Penalty: 2518.109375
	Iteration 1F: 3 clusters Score -188937.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -189033.500000 Penalty: 2518.109375
	Iteration 2F: 3 clusters Score -189033.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -189097.562500 Penalty: 2518.109375
	Iteration 3Q: 3 clusters Score -189097.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -189155.234375 Penalty: 2518.109375
	Iteration 4Q: 3 clusters Score -189155.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -189204.953125 Penalty: 2518.109375
	Iteration 5Q: 3 clusters Score -189205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -189243.093750 Penalty: 2518.109375
	Iteration 6Q: 3 clusters Score -189243.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -189264.359375 Penalty: 2518.109375
	Iteration 7Q: 3 clusters Score -189264.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -189282.625000 Penalty: 2518.109375
	Iteration 8Q: 3 clusters Score -189282.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -189299.625000 Penalty: 2518.109375
	Iteration 9Q: 3 clusters Score -189299.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -189317.046875 Penalty: 2518.109375
	Iteration 10Q: 3 clusters Score -189317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -189332.468750 Penalty: 2518.109375
	Iteration 11Q: 3 clusters Score -189332.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -189346.546875 Penalty: 2518.109375
	Iteration 12Q: 3 clusters Score -189346.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -189362.781250 Penalty: 2518.109375
	Iteration 13Q: 3 clusters Score -189362.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -189379.562500 Penalty: 2518.109375
	Iteration 14Q: 3 clusters Score -189379.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -189401.796875 Penalty: 2518.109375
	Iteration 15Q: 3 clusters Score -189401.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -189426.296875 Penalty: 2518.109375
	Iteration 16Q: 3 clusters Score -189426.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -189454.140625 Penalty: 2518.109375
	Iteration 17Q: 3 clusters Score -189454.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -189469.203125 Penalty: 2518.109375
	Iteration 18Q: 3 clusters Score -189469.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -189485.812500 Penalty: 2518.109375
	Iteration 19Q: 3 clusters Score -189485.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -189495.015625 Penalty: 2518.109375
	Iteration 20F: 3 clusters Score -189495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -189501.546875 Penalty: 2518.109375
	Iteration 21Q: 3 clusters Score -189501.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -189511.703125 Penalty: 2518.109375
	Iteration 22Q: 3 clusters Score -189511.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -189520.828125 Penalty: 2518.109375
	Iteration 23Q: 3 clusters Score -189520.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -189530.500000 Penalty: 2518.109375
	Iteration 24Q: 3 clusters Score -189530.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -189537.937500 Penalty: 2518.109375
	Iteration 25Q: 3 clusters Score -189537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -189541.062500 Penalty: 2518.109375
	Iteration 26Q: 3 clusters Score -189541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -189541.906250 Penalty: 2518.109375
	Iteration 27Q: 3 clusters Score -189541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -189543.921875 Penalty: 2518.109375
	Iteration 28Q: 3 clusters Score -189543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -189544.859375 Penalty: 2518.109375
	Iteration 29Q: 3 clusters Score -189544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -189545.156250 Penalty: 2518.109375
	Iteration 30Q: 3 clusters Score -189545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -189545.875000 Penalty: 2518.109375
	Iteration 31Q: 3 clusters Score -189545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -189546.062500 Penalty: 2518.109375
	Iteration 32Q: 3 clusters Score -189546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -189548.609375 Penalty: 2518.109375
	Iteration 33Q: 3 clusters Score -189548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -189551.296875 Penalty: 2518.109375
	Iteration 34Q: 3 clusters Score -189551.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -189554.296875 Penalty: 2518.109375
	Iteration 35Q: 3 clusters Score -189554.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -189562.218750 Penalty: 2518.109375
	Iteration 36Q: 3 clusters Score -189562.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -189571.453125 Penalty: 2518.109375
	Iteration 37Q: 3 clusters Score -189571.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -189580.812500 Penalty: 2518.109375
	Iteration 38Q: 3 clusters Score -189580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -189587.437500 Penalty: 2518.109375
	Iteration 39Q: 3 clusters Score -189587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -189592.718750 Penalty: 2518.109375
	Iteration 40F: 3 clusters Score -189592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -189595.609375 Penalty: 2518.109375
	Iteration 41Q: 3 clusters Score -189595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -189599.437500 Penalty: 2518.109375
	Iteration 42Q: 3 clusters Score -189599.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -189603.218750 Penalty: 2518.109375
	Iteration 43Q: 3 clusters Score -189603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -189604.859375 Penalty: 2518.109375
	Iteration 44Q: 3 clusters Score -189604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -189606.281250 Penalty: 2518.109375
	Iteration 45Q: 3 clusters Score -189606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -189607.500000 Penalty: 2518.109375
	Iteration 46Q: 3 clusters Score -189607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -189609.046875 Penalty: 2518.109375
	Iteration 47Q: 3 clusters Score -189609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -189609.921875 Penalty: 2518.109375
	Iteration 48Q: 3 clusters Score -189609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -189610.156250 Penalty: 2518.109375
	Iteration 49Q: 3 clusters Score -189610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -189610.203125 Penalty: 2518.109375
	Iteration 50Q: 3 clusters Score -189610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -189610.203125 Penalty: 2518.109375
	Iteration 51F: 3 clusters Score -189610.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -18407.251953 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -18407.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17567.458984 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -17567.46 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17860.462891 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -17860.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17999.365234 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -17999.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18092.238281 Penalty: 1945.596924
	Iteration 3F: 3 clusters Score -18092.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18110.468750 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -18110.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -18118.968750 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -18118.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18130.158203 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -18130.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18144.349609 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -18144.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -18151.212891 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -18151.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18152.886719 Penalty: 1945.596924
	Iteration 9Q: 3 clusters Score -18152.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18152.886719 Penalty: 1945.596924
	Iteration 10F: 3 clusters Score -18152.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Entering Unmasked Estep 
Score: -1332073.250000 Penalty: 1552.144409
	Iteration 0F: 2 clusters Score -1332073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1322373.250000 Penalty: 3104.288818
	Iteration 0F: 3 clusters Score -1322373 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1325714.500000 Penalty: 3104.288818
	Iteration 1F: 3 clusters Score -1325714 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1326039.875000 Penalty: 3104.288818
	Iteration 2F: 3 clusters Score -1326040 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1326333.875000 Penalty: 3104.288818
	Iteration 3Q: 3 clusters Score -1326334 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1326640.375000 Penalty: 3104.288818
	Iteration 4Q: 3 clusters Score -1326640 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1326975.625000 Penalty: 3104.288818
	Iteration 5Q: 3 clusters Score -1326976 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1327324.875000 Penalty: 3104.288818
	Iteration 6Q: 3 clusters Score -1327325 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1327708.625000 Penalty: 3104.288818
	Iteration 7Q: 3 clusters Score -1327709 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1328108.375000 Penalty: 3104.288818
	Iteration 8Q: 3 clusters Score -1328108 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1328537.875000 Penalty: 3104.288818
	Iteration 9Q: 3 clusters Score -1328538 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1328949.500000 Penalty: 3104.288818
	Iteration 10Q: 3 clusters Score -1328950 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1329240.875000 Penalty: 3104.288818
	Iteration 11Q: 3 clusters Score -1329241 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1329426.000000 Penalty: 3104.288818
	Iteration 12Q: 3 clusters Score -1329426 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1329551.125000 Penalty: 3104.288818
	Iteration 13Q: 3 clusters Score -1329551 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1329656.875000 Penalty: 3104.288818
	Iteration 14Q: 3 clusters Score -1329657 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1329718.625000 Penalty: 3104.288818
	Iteration 15Q: 3 clusters Score -1329719 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1329761.000000 Penalty: 3104.288818
	Iteration 16Q: 3 clusters Score -1329761 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1329802.625000 Penalty: 3104.288818
	Iteration 17Q: 3 clusters Score -1329803 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1329844.875000 Penalty: 3104.288818
	Iteration 18Q: 3 clusters Score -1329845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1329877.375000 Penalty: 3104.288818
	Iteration 19Q: 3 clusters Score -1329877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1329917.625000 Penalty: 3104.288818
	Iteration 20F: 3 clusters Score -1329918 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1329957.250000 Penalty: 3104.288818
	Iteration 21Q: 3 clusters Score -1329957 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1330002.375000 Penalty: 3104.288818
	Iteration 22Q: 3 clusters Score -1330002 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1330055.000000 Penalty: 3104.288818
	Iteration 23Q: 3 clusters Score -1330055 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1330100.750000 Penalty: 3104.288818
	Iteration 24Q: 3 clusters Score -1330101 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1330141.375000 Penalty: 3104.288818
	Iteration 25Q: 3 clusters Score -1330141 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1330182.875000 Penalty: 3104.288818
	Iteration 26Q: 3 clusters Score -1330183 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1330236.375000 Penalty: 3104.288818
	Iteration 27Q: 3 clusters Score -1330236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1330283.250000 Penalty: 3104.288818
	Iteration 28Q: 3 clusters Score -1330283 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1330332.625000 Penalty: 3104.288818
	Iteration 29Q: 3 clusters Score -1330333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1330375.625000 Penalty: 3104.288818
	Iteration 30Q: 3 clusters Score -1330376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1330419.625000 Penalty: 3104.288818
	Iteration 31Q: 3 clusters Score -1330420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1330456.250000 Penalty: 3104.288818
	Iteration 32Q: 3 clusters Score -1330456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1330480.750000 Penalty: 3104.288818
	Iteration 33Q: 3 clusters Score -1330481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1330510.875000 Penalty: 3104.288818
	Iteration 34Q: 3 clusters Score -1330511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1330537.875000 Penalty: 3104.288818
	Iteration 35Q: 3 clusters Score -1330538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1330554.625000 Penalty: 3104.288818
	Iteration 36Q: 3 clusters Score -1330555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1330574.750000 Penalty: 3104.288818
	Iteration 37Q: 3 clusters Score -1330575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1330594.000000 Penalty: 3104.288818
	Iteration 38Q: 3 clusters Score -1330594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1330603.375000 Penalty: 3104.288818
	Iteration 39Q: 3 clusters Score -1330603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1330616.875000 Penalty: 3104.288818
	Iteration 40F: 3 clusters Score -1330617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1330629.375000 Penalty: 3104.288818
	Iteration 41Q: 3 clusters Score -1330629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1330644.000000 Penalty: 3104.288818
	Iteration 42Q: 3 clusters Score -1330644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1330655.125000 Penalty: 3104.288818
	Iteration 43Q: 3 clusters Score -1330655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1330663.250000 Penalty: 3104.288818
	Iteration 44Q: 3 clusters Score -1330663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1330668.625000 Penalty: 3104.288818
	Iteration 45Q: 3 clusters Score -1330669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1330671.750000 Penalty: 3104.288818
	Iteration 46Q: 3 clusters Score -1330672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1330678.750000 Penalty: 3104.288818
	Iteration 47Q: 3 clusters Score -1330679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1330684.500000 Penalty: 3104.288818
	Iteration 48Q: 3 clusters Score -1330684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1330685.500000 Penalty: 3104.288818
	Iteration 49Q: 3 clusters Score -1330686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1330688.875000 Penalty: 3104.288818
	Iteration 50Q: 3 clusters Score -1330689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1330693.000000 Penalty: 3104.288818
	Iteration 51Q: 3 clusters Score -1330693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1330699.000000 Penalty: 3104.288818
	Iteration 52Q: 3 clusters Score -1330699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1330701.125000 Penalty: 3104.288818
	Iteration 53Q: 3 clusters Score -1330701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1330705.125000 Penalty: 3104.288818
	Iteration 54Q: 3 clusters Score -1330705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1330704.875000 Penalty: 3104.288818
	Iteration 55Q: 3 clusters Score -1330705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1330706.500000 Penalty: 3104.288818
	Iteration 56Q: 3 clusters Score -1330706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1330709.625000 Penalty: 3104.288818
	Iteration 57Q: 3 clusters Score -1330710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1330711.500000 Penalty: 3104.288818
	Iteration 58Q: 3 clusters Score -1330712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1330716.375000 Penalty: 3104.288818
	Iteration 59Q: 3 clusters Score -1330716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1330717.625000 Penalty: 3104.288818
	Iteration 60F: 3 clusters Score -1330718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1330720.875000 Penalty: 3104.288818
	Iteration 61Q: 3 clusters Score -1330721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1330724.625000 Penalty: 3104.288818
	Iteration 62Q: 3 clusters Score -1330725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1330724.500000 Penalty: 3104.288818
	Iteration 63Q: 3 clusters Score -1330724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1330726.125000 Penalty: 3104.288818
	Iteration 64Q: 3 clusters Score -1330726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1330729.625000 Penalty: 3104.288818
	Iteration 65Q: 3 clusters Score -1330730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1330731.875000 Penalty: 3104.288818
	Iteration 66Q: 3 clusters Score -1330732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1330732.125000 Penalty: 3104.288818
	Iteration 67Q: 3 clusters Score -1330732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1330732.250000 Penalty: 3104.288818
	Iteration 68Q: 3 clusters Score -1330732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1330732.250000 Penalty: 3104.288818
	Iteration 69F: 3 clusters Score -1330732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Entering Unmasked Estep 
Score: -3304830.750000 Penalty: 1699.481689
	Iteration 0F: 2 clusters Score -3304831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3281398.500000 Penalty: 3398.963379
	Iteration 0F: 3 clusters Score -3281398 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3290267.750000 Penalty: 3398.963379
	Iteration 1F: 3 clusters Score -3290268 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3290690.750000 Penalty: 3398.963379
	Iteration 2Q: 3 clusters Score -3290691 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3291282.000000 Penalty: 3398.963379
	Iteration 3Q: 3 clusters Score -3291282 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3292080.750000 Penalty: 3398.963379
	Iteration 4F: 3 clusters Score -3292081 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3293235.250000 Penalty: 3398.963379
	Iteration 5F: 3 clusters Score -3293235 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3294828.750000 Penalty: 3398.963379
	Iteration 6F: 3 clusters Score -3294829 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3296939.500000 Penalty: 3398.963379
	Iteration 7F: 3 clusters Score -3296940 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3299277.750000 Penalty: 3398.963379
	Iteration 8F: 3 clusters Score -3299278 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3301142.250000 Penalty: 3398.963379
	Iteration 9F: 3 clusters Score -3301142 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3302160.000000 Penalty: 3398.963379
	Iteration 10Q: 3 clusters Score -3302160 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3302583.750000 Penalty: 3398.963379
	Iteration 11Q: 3 clusters Score -3302584 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -3302825.500000 Penalty: 3398.963379
	Iteration 12Q: 3 clusters Score -3302826 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3302943.500000 Penalty: 3398.963379
	Iteration 13Q: 3 clusters Score -3302944 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3303040.500000 Penalty: 3398.963379
	Iteration 14Q: 3 clusters Score -3303040 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3303109.250000 Penalty: 3398.963379
	Iteration 15Q: 3 clusters Score -3303109 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3303176.500000 Penalty: 3398.963379
	Iteration 16Q: 3 clusters Score -3303176 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3303219.000000 Penalty: 3398.963379
	Iteration 17Q: 3 clusters Score -3303219 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3303273.500000 Penalty: 3398.963379
	Iteration 18Q: 3 clusters Score -3303274 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3303321.250000 Penalty: 3398.963379
	Iteration 19Q: 3 clusters Score -3303321 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3303348.750000 Penalty: 3398.963379
	Iteration 20F: 3 clusters Score -3303349 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3303374.500000 Penalty: 3398.963379
	Iteration 21Q: 3 clusters Score -3303374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -3303414.750000 Penalty: 3398.963379
	Iteration 22Q: 3 clusters Score -3303415 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -3303429.750000 Penalty: 3398.963379
	Iteration 23Q: 3 clusters Score -3303430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3303442.250000 Penalty: 3398.963379
	Iteration 24Q: 3 clusters Score -3303442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -3303469.000000 Penalty: 3398.963379
	Iteration 25Q: 3 clusters Score -3303469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3303478.500000 Penalty: 3398.963379
	Iteration 26Q: 3 clusters Score -3303478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3303481.250000 Penalty: 3398.963379
	Iteration 27Q: 3 clusters Score -3303481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3303492.250000 Penalty: 3398.963379
	Iteration 28Q: 3 clusters Score -3303492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -3303515.000000 Penalty: 3398.963379
	Iteration 29Q: 3 clusters Score -3303515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -3303517.750000 Penalty: 3398.963379
	Iteration 30Q: 3 clusters Score -3303518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -3303526.500000 Penalty: 3398.963379
	Iteration 31Q: 3 clusters Score -3303526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3303547.500000 Penalty: 3398.963379
	Iteration 32Q: 3 clusters Score -3303548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3303577.000000 Penalty: 3398.963379
	Iteration 33Q: 3 clusters Score -3303577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -3303579.750000 Penalty: 3398.963379
	Iteration 34Q: 3 clusters Score -3303580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -3303587.000000 Penalty: 3398.963379
	Iteration 35Q: 3 clusters Score -3303587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -3303608.500000 Penalty: 3398.963379
	Iteration 36Q: 3 clusters Score -3303608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3303611.750000 Penalty: 3398.963379
	Iteration 37Q: 3 clusters Score -3303612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3303620.250000 Penalty: 3398.963379
	Iteration 38Q: 3 clusters Score -3303620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -3303621.500000 Penalty: 3398.963379
	Iteration 39Q: 3 clusters Score -3303622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -3303628.500000 Penalty: 3398.963379
	Iteration 40F: 3 clusters Score -3303628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3303639.250000 Penalty: 3398.963379
	Iteration 41Q: 3 clusters Score -3303639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -3303648.750000 Penalty: 3398.963379
	Iteration 42Q: 3 clusters Score -3303649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -3303650.500000 Penalty: 3398.963379
	Iteration 43Q: 3 clusters Score -3303650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3303660.500000 Penalty: 3398.963379
	Iteration 44Q: 3 clusters Score -3303660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -3303663.250000 Penalty: 3398.963379
	Iteration 45Q: 3 clusters Score -3303663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -3303664.750000 Penalty: 3398.963379
	Iteration 46Q: 3 clusters Score -3303665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -3303668.500000 Penalty: 3398.963379
	Iteration 47Q: 3 clusters Score -3303668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -3303674.750000 Penalty: 3398.963379
	Iteration 48Q: 3 clusters Score -3303675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -3303672.000000 Penalty: 3398.963379
	Iteration 49Q: 3 clusters Score -3303672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -3303673.750000 Penalty: 3398.963379
	Iteration 50Q: 3 clusters Score -3303674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3303670.500000 Penalty: 3398.963379
	Iteration 51Q: 3 clusters Score -3303670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -3303676.750000 Penalty: 3398.963379
	Iteration 52Q: 3 clusters Score -3303677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -3303670.000000 Penalty: 3398.963379
	Iteration 53Q: 3 clusters Score -3303670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3303681.000000 Penalty: 3398.963379
	Iteration 54Q: 3 clusters Score -3303681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -3303674.250000 Penalty: 3398.963379
	Iteration 55Q: 3 clusters Score -3303674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3303679.000000 Penalty: 3398.963379
	Iteration 56Q: 3 clusters Score -3303679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3303682.250000 Penalty: 3398.963379
	Iteration 57Q: 3 clusters Score -3303682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -3303682.250000 Penalty: 3398.963379
	Iteration 58Q: 3 clusters Score -3303682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -3303684.000000 Penalty: 3398.963379
	Iteration 59Q: 3 clusters Score -3303684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -3303684.250000 Penalty: 3398.963379
	Iteration 60F: 3 clusters Score -3303684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -3303688.000000 Penalty: 3398.963379
	Iteration 61Q: 3 clusters Score -3303688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3303694.500000 Penalty: 3398.963379
	Iteration 62Q: 3 clusters Score -3303694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3303696.500000 Penalty: 3398.963379
	Iteration 63Q: 3 clusters Score -3303696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3303702.750000 Penalty: 3398.963379
	Iteration 64Q: 3 clusters Score -3303703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -3303697.500000 Penalty: 3398.963379
	Iteration 65Q: 3 clusters Score -3303698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -3303697.000000 Penalty: 3398.963379
	Iteration 66Q: 3 clusters Score -3303697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -3303691.250000 Penalty: 3398.963379
	Iteration 67Q: 3 clusters Score -3303691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -3303695.500000 Penalty: 3398.963379
	Iteration 68Q: 3 clusters Score -3303696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -3303693.750000 Penalty: 3398.963379
	Iteration 69Q: 3 clusters Score -3303694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -3303695.250000 Penalty: 3398.963379
	Iteration 70Q: 3 clusters Score -3303695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3303699.250000 Penalty: 3398.963379
	Iteration 71Q: 3 clusters Score -3303699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -3303701.750000 Penalty: 3398.963379
	Iteration 72Q: 3 clusters Score -3303702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3303707.250000 Penalty: 3398.963379
	Iteration 73Q: 3 clusters Score -3303707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3303703.750000 Penalty: 3398.963379
	Iteration 74Q: 3 clusters Score -3303704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3303704.500000 Penalty: 3398.963379
	Iteration 75Q: 3 clusters Score -3303704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3303704.500000 Penalty: 3398.963379
	Iteration 76F: 3 clusters Score -3303704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -75630.953125 Penalty: 1105.027588
	Iteration 0F: 2 clusters Score -75630.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74278.523438 Penalty: 2210.055176
	Iteration 0F: 3 clusters Score -74278.52 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74496.507812 Penalty: 2210.055176
	Iteration 1F: 3 clusters Score -74496.51 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74587.523438 Penalty: 2210.055176
	Iteration 2F: 3 clusters Score -74587.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74648.429688 Penalty: 2210.055176
	Iteration 3Q: 3 clusters Score -74648.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74684.468750 Penalty: 2210.055176
	Iteration 4Q: 3 clusters Score -74684.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74701.617188 Penalty: 2210.055176
	Iteration 5Q: 3 clusters Score -74701.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74716.179688 Penalty: 2210.055176
	Iteration 6Q: 3 clusters Score -74716.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74730.359375 Penalty: 2210.055176
	Iteration 7Q: 3 clusters Score -74730.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74751.796875 Penalty: 2210.055176
	Iteration 8Q: 3 clusters Score -74751.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74791.328125 Penalty: 2210.055176
	Iteration 9Q: 3 clusters Score -74791.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74819.812500 Penalty: 2210.055176
	Iteration 10Q: 3 clusters Score -74819.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74848.890625 Penalty: 2210.055176
	Iteration 11Q: 3 clusters Score -74848.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74859.757812 Penalty: 2210.055176
	Iteration 12Q: 3 clusters Score -74859.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74869.351562 Penalty: 2210.055176
	Iteration 13Q: 3 clusters Score -74869.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -74876.875000 Penalty: 2210.055176
	Iteration 14Q: 3 clusters Score -74876.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74880.296875 Penalty: 2210.055176
	Iteration 15Q: 3 clusters Score -74880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74881.492188 Penalty: 2210.055176
	Iteration 16Q: 3 clusters Score -74881.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74881.492188 Penalty: 2210.055176
	Iteration 17F: 3 clusters Score -74881.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Entering Unmasked Estep 
Score: -1623427.000000 Penalty: 1589.803833
	Iteration 0F: 2 clusters Score -1623427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1611201.250000 Penalty: 3179.607666
	Iteration 0F: 3 clusters Score -1611201 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1615532.250000 Penalty: 3179.607666
	Iteration 1F: 3 clusters Score -1615532 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1615932.625000 Penalty: 3179.607666
	Iteration 2F: 3 clusters Score -1615933 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1616416.750000 Penalty: 3179.607666
	Iteration 3F: 3 clusters Score -1616417 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1617064.625000 Penalty: 3179.607666
	Iteration 4F: 3 clusters Score -1617065 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1617947.875000 Penalty: 3179.607666
	Iteration 5F: 3 clusters Score -1617948 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1619096.375000 Penalty: 3179.607666
	Iteration 6F: 3 clusters Score -1619096 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1620339.500000 Penalty: 3179.607666
	Iteration 7F: 3 clusters Score -1620340 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1621267.625000 Penalty: 3179.607666
	Iteration 8F: 3 clusters Score -1621268 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1621697.750000 Penalty: 3179.607666
	Iteration 9Q: 3 clusters Score -1621698 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1621890.500000 Penalty: 3179.607666
	Iteration 10Q: 3 clusters Score -1621890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1621977.500000 Penalty: 3179.607666
	Iteration 11Q: 3 clusters Score -1621978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1622023.000000 Penalty: 3179.607666
	Iteration 12Q: 3 clusters Score -1622023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1622040.250000 Penalty: 3179.607666
	Iteration 13Q: 3 clusters Score -1622040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1622050.250000 Penalty: 3179.607666
	Iteration 14Q: 3 clusters Score -1622050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1622055.250000 Penalty: 3179.607666
	Iteration 15Q: 3 clusters Score -1622055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1622057.250000 Penalty: 3179.607666
	Iteration 16Q: 3 clusters Score -1622057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1622059.875000 Penalty: 3179.607666
	Iteration 17Q: 3 clusters Score -1622060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1622063.000000 Penalty: 3179.607666
	Iteration 18Q: 3 clusters Score -1622063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1622063.625000 Penalty: 3179.607666
	Iteration 19Q: 3 clusters Score -1622064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1622064.125000 Penalty: 3179.607666
	Iteration 20F: 3 clusters Score -1622064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1622066.875000 Penalty: 3179.607666
	Iteration 21Q: 3 clusters Score -1622067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1622072.625000 Penalty: 3179.607666
	Iteration 22Q: 3 clusters Score -1622073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1622073.125000 Penalty: 3179.607666
	Iteration 23Q: 3 clusters Score -1622073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1622073.375000 Penalty: 3179.607666
	Iteration 24Q: 3 clusters Score -1622073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1622073.375000 Penalty: 3179.607666
	Iteration 25F: 3 clusters Score -1622073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Entering Unmasked Estep 
Score: -5698560.000000 Penalty: 1787.944092
	Iteration 0F: 2 clusters Score -5698560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -5658380.500000 Penalty: 3575.888184
	Iteration 0F: 3 clusters Score -5658380 nChanged 28438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -5674577.500000 Penalty: 3575.888184
	Iteration 1F: 3 clusters Score -5674578 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -5675098.000000 Penalty: 3575.888184
	Iteration 2Q: 3 clusters Score -5675098 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -5675781.500000 Penalty: 3575.888184
	Iteration 3Q: 3 clusters Score -5675782 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5676767.500000 Penalty: 3575.888184
	Iteration 4Q: 3 clusters Score -5676768 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -5678427.000000 Penalty: 3575.888184
	Iteration 5F: 3 clusters Score -5678427 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -5681085.000000 Penalty: 3575.888184
	Iteration 6F: 3 clusters Score -5681085 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -5685150.500000 Penalty: 3575.888184
	Iteration 7F: 3 clusters Score -5685150 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -5689878.500000 Penalty: 3575.888184
	Iteration 8F: 3 clusters Score -5689878 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -5693852.500000 Penalty: 3575.888184
	Iteration 9F: 3 clusters Score -5693852 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -5695838.500000 Penalty: 3575.888184
	Iteration 10Q: 3 clusters Score -5695838 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -5696540.000000 Penalty: 3575.888184
	Iteration 11Q: 3 clusters Score -5696540 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -5696771.000000 Penalty: 3575.888184
	Iteration 12Q: 3 clusters Score -5696771 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -5696882.500000 Penalty: 3575.888184
	Iteration 13Q: 3 clusters Score -5696882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -5696940.500000 Penalty: 3575.888184
	Iteration 14Q: 3 clusters Score -5696940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -5696968.500000 Penalty: 3575.888184
	Iteration 15Q: 3 clusters Score -5696968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -5696989.000000 Penalty: 3575.888184
	Iteration 16Q: 3 clusters Score -5696989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -5696992.000000 Penalty: 3575.888184
	Iteration 17Q: 3 clusters Score -5696992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -5696991.500000 Penalty: 3575.888184
	Iteration 18Q: 3 clusters Score -5696992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -5696992.500000 Penalty: 3575.888184
	Iteration 19Q: 3 clusters Score -5696992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -5696997.000000 Penalty: 3575.888184
	Iteration 20F: 3 clusters Score -5696997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -5696997.500000 Penalty: 3575.888184
	Iteration 21Q: 3 clusters Score -5696998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -5696997.500000 Penalty: 3575.888184
	Iteration 22F: 3 clusters Score -5696998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9517.103516 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -9517.104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8881.680664 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -8881.681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9013.905273 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -9013.905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9063.832031 Penalty: 1667.217041
	Iteration 2F: 3 clusters Score -9063.832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9176.604492 Penalty: 1667.217041
	Iteration 3F: 3 clusters Score -9176.604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9196.983398 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -9196.983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9268.966797 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -9268.967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9311.832031 Penalty: 1667.217041
	Iteration 6Q: 3 clusters Score -9311.832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9337.805664 Penalty: 1667.217041
	Iteration 7Q: 3 clusters Score -9337.806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9342.089844 Penalty: 1667.217041
	Iteration 8Q: 3 clusters Score -9342.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9352.566406 Penalty: 1667.217041
	Iteration 9Q: 3 clusters Score -9352.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9352.566406 Penalty: 1667.217041
	Iteration 10F: 3 clusters Score -9352.566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Entering Unmasked Estep 
Score: -2098968.250000 Penalty: 1624.212646
	Iteration 0F: 2 clusters Score -2098968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2084031.375000 Penalty: 3248.425293
	Iteration 0F: 3 clusters Score -2084031 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2089491.125000 Penalty: 3248.425293
	Iteration 1F: 3 clusters Score -2089491 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2089777.750000 Penalty: 3248.425293
	Iteration 2Q: 3 clusters Score -2089778 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2090009.000000 Penalty: 3248.425293
	Iteration 3Q: 3 clusters Score -2090009 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2090259.375000 Penalty: 3248.425293
	Iteration 4Q: 3 clusters Score -2090259 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2090528.875000 Penalty: 3248.425293
	Iteration 5Q: 3 clusters Score -2090529 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2090841.875000 Penalty: 3248.425293
	Iteration 6Q: 3 clusters Score -2090842 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2091256.125000 Penalty: 3248.425293
	Iteration 7Q: 3 clusters Score -2091256 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2091758.250000 Penalty: 3248.425293
	Iteration 8Q: 3 clusters Score -2091758 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2092420.750000 Penalty: 3248.425293
	Iteration 9Q: 3 clusters Score -2092421 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2093230.875000 Penalty: 3248.425293
	Iteration 10F: 3 clusters Score -2093231 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2094012.750000 Penalty: 3248.425293
	Iteration 11F: 3 clusters Score -2094013 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2094528.125000 Penalty: 3248.425293
	Iteration 12Q: 3 clusters Score -2094528 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2094790.500000 Penalty: 3248.425293
	Iteration 13Q: 3 clusters Score -2094790 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2094930.750000 Penalty: 3248.425293
	Iteration 14Q: 3 clusters Score -2094931 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2095045.625000 Penalty: 3248.425293
	Iteration 15Q: 3 clusters Score -2095046 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2095140.875000 Penalty: 3248.425293
	Iteration 16Q: 3 clusters Score -2095141 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2095224.750000 Penalty: 3248.425293
	Iteration 17Q: 3 clusters Score -2095225 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2095321.000000 Penalty: 3248.425293
	Iteration 18Q: 3 clusters Score -2095321 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2095416.125000 Penalty: 3248.425293
	Iteration 19Q: 3 clusters Score -2095416 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2095516.000000 Penalty: 3248.425293
	Iteration 20F: 3 clusters Score -2095516 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2095601.125000 Penalty: 3248.425293
	Iteration 21Q: 3 clusters Score -2095601 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2095676.625000 Penalty: 3248.425293
	Iteration 22Q: 3 clusters Score -2095677 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2095757.250000 Penalty: 3248.425293
	Iteration 23Q: 3 clusters Score -2095757 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2095832.375000 Penalty: 3248.425293
	Iteration 24Q: 3 clusters Score -2095832 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2095898.625000 Penalty: 3248.425293
	Iteration 25Q: 3 clusters Score -2095899 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2095955.750000 Penalty: 3248.425293
	Iteration 26Q: 3 clusters Score -2095956 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2096011.000000 Penalty: 3248.425293
	Iteration 27Q: 3 clusters Score -2096011 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2096066.000000 Penalty: 3248.425293
	Iteration 28Q: 3 clusters Score -2096066 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2096100.750000 Penalty: 3248.425293
	Iteration 29Q: 3 clusters Score -2096101 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2096139.375000 Penalty: 3248.425293
	Iteration 30Q: 3 clusters Score -2096139 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2096178.375000 Penalty: 3248.425293
	Iteration 31Q: 3 clusters Score -2096178 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2096223.625000 Penalty: 3248.425293
	Iteration 32Q: 3 clusters Score -2096224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2096259.500000 Penalty: 3248.425293
	Iteration 33Q: 3 clusters Score -2096260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2096280.000000 Penalty: 3248.425293
	Iteration 34Q: 3 clusters Score -2096280 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2096314.000000 Penalty: 3248.425293
	Iteration 35Q: 3 clusters Score -2096314 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2096355.250000 Penalty: 3248.425293
	Iteration 36Q: 3 clusters Score -2096355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2096385.125000 Penalty: 3248.425293
	Iteration 37Q: 3 clusters Score -2096385 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2096411.875000 Penalty: 3248.425293
	Iteration 38Q: 3 clusters Score -2096412 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2096444.500000 Penalty: 3248.425293
	Iteration 39Q: 3 clusters Score -2096444 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2096468.500000 Penalty: 3248.425293
	Iteration 40F: 3 clusters Score -2096468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2096489.750000 Penalty: 3248.425293
	Iteration 41Q: 3 clusters Score -2096490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2096519.625000 Penalty: 3248.425293
	Iteration 42Q: 3 clusters Score -2096520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2096546.875000 Penalty: 3248.425293
	Iteration 43Q: 3 clusters Score -2096547 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2096582.000000 Penalty: 3248.425293
	Iteration 44Q: 3 clusters Score -2096582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2096604.750000 Penalty: 3248.425293
	Iteration 45Q: 3 clusters Score -2096605 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2096636.875000 Penalty: 3248.425293
	Iteration 46Q: 3 clusters Score -2096637 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2096662.625000 Penalty: 3248.425293
	Iteration 47Q: 3 clusters Score -2096663 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2096689.500000 Penalty: 3248.425293
	Iteration 48Q: 3 clusters Score -2096690 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2096712.625000 Penalty: 3248.425293
	Iteration 49Q: 3 clusters Score -2096713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2096727.000000 Penalty: 3248.425293
	Iteration 50Q: 3 clusters Score -2096727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2096735.375000 Penalty: 3248.425293
	Iteration 51Q: 3 clusters Score -2096735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2096747.750000 Penalty: 3248.425293
	Iteration 52Q: 3 clusters Score -2096748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2096763.250000 Penalty: 3248.425293
	Iteration 53Q: 3 clusters Score -2096763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2096771.750000 Penalty: 3248.425293
	Iteration 54Q: 3 clusters Score -2096772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2096785.875000 Penalty: 3248.425293
	Iteration 55Q: 3 clusters Score -2096786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2096805.125000 Penalty: 3248.425293
	Iteration 56Q: 3 clusters Score -2096805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2096814.625000 Penalty: 3248.425293
	Iteration 57Q: 3 clusters Score -2096815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2096826.750000 Penalty: 3248.425293
	Iteration 58Q: 3 clusters Score -2096827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2096838.750000 Penalty: 3248.425293
	Iteration 59Q: 3 clusters Score -2096839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2096841.625000 Penalty: 3248.425293
	Iteration 60F: 3 clusters Score -2096842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2096848.000000 Penalty: 3248.425293
	Iteration 61Q: 3 clusters Score -2096848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2096849.500000 Penalty: 3248.425293
	Iteration 62Q: 3 clusters Score -2096850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2096865.500000 Penalty: 3248.425293
	Iteration 63Q: 3 clusters Score -2096866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2096872.500000 Penalty: 3248.425293
	Iteration 64Q: 3 clusters Score -2096872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2096890.000000 Penalty: 3248.425293
	Iteration 65Q: 3 clusters Score -2096890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2096903.000000 Penalty: 3248.425293
	Iteration 66Q: 3 clusters Score -2096903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2096924.000000 Penalty: 3248.425293
	Iteration 67Q: 3 clusters Score -2096924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2096935.125000 Penalty: 3248.425293
	Iteration 68Q: 3 clusters Score -2096935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2096949.750000 Penalty: 3248.425293
	Iteration 69Q: 3 clusters Score -2096950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2096967.250000 Penalty: 3248.425293
	Iteration 70Q: 3 clusters Score -2096967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2096981.125000 Penalty: 3248.425293
	Iteration 71Q: 3 clusters Score -2096981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2097000.875000 Penalty: 3248.425293
	Iteration 72Q: 3 clusters Score -2097001 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2097009.125000 Penalty: 3248.425293
	Iteration 73Q: 3 clusters Score -2097009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2097014.000000 Penalty: 3248.425293
	Iteration 74Q: 3 clusters Score -2097014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2097028.500000 Penalty: 3248.425293
	Iteration 75Q: 3 clusters Score -2097028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2097050.625000 Penalty: 3248.425293
	Iteration 76Q: 3 clusters Score -2097051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2097070.250000 Penalty: 3248.425293
	Iteration 77Q: 3 clusters Score -2097070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2097082.000000 Penalty: 3248.425293
	Iteration 78Q: 3 clusters Score -2097082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2097099.750000 Penalty: 3248.425293
	Iteration 79Q: 3 clusters Score -2097100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2097119.625000 Penalty: 3248.425293
	Iteration 80F: 3 clusters Score -2097120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2097127.875000 Penalty: 3248.425293
	Iteration 81Q: 3 clusters Score -2097128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2097138.750000 Penalty: 3248.425293
	Iteration 82Q: 3 clusters Score -2097139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2097164.250000 Penalty: 3248.425293
	Iteration 83Q: 3 clusters Score -2097164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2097184.250000 Penalty: 3248.425293
	Iteration 84Q: 3 clusters Score -2097184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2097213.500000 Penalty: 3248.425293
	Iteration 85Q: 3 clusters Score -2097214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2097240.000000 Penalty: 3248.425293
	Iteration 86Q: 3 clusters Score -2097240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2097264.500000 Penalty: 3248.425293
	Iteration 87Q: 3 clusters Score -2097264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2097280.000000 Penalty: 3248.425293
	Iteration 88Q: 3 clusters Score -2097280 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2097305.250000 Penalty: 3248.425293
	Iteration 89Q: 3 clusters Score -2097305 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2097324.750000 Penalty: 3248.425293
	Iteration 90Q: 3 clusters Score -2097325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2097350.000000 Penalty: 3248.425293
	Iteration 91Q: 3 clusters Score -2097350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2097370.000000 Penalty: 3248.425293
	Iteration 92Q: 3 clusters Score -2097370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2097380.000000 Penalty: 3248.425293
	Iteration 93Q: 3 clusters Score -2097380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2097400.500000 Penalty: 3248.425293
	Iteration 94Q: 3 clusters Score -2097400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2097408.250000 Penalty: 3248.425293
	Iteration 95Q: 3 clusters Score -2097408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2097418.500000 Penalty: 3248.425293
	Iteration 96Q: 3 clusters Score -2097418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2097428.000000 Penalty: 3248.425293
	Iteration 97Q: 3 clusters Score -2097428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2097440.750000 Penalty: 3248.425293
	Iteration 98Q: 3 clusters Score -2097441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2097447.500000 Penalty: 3248.425293
	Iteration 99Q: 3 clusters Score -2097448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2097456.500000 Penalty: 3248.425293
	Iteration 100F: 3 clusters Score -2097456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2097462.000000 Penalty: 3248.425293
	Iteration 101Q: 3 clusters Score -2097462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2097472.750000 Penalty: 3248.425293
	Iteration 102Q: 3 clusters Score -2097473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2097480.250000 Penalty: 3248.425293
	Iteration 103Q: 3 clusters Score -2097480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2097487.500000 Penalty: 3248.425293
	Iteration 104Q: 3 clusters Score -2097488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2097490.250000 Penalty: 3248.425293
	Iteration 105Q: 3 clusters Score -2097490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2097496.500000 Penalty: 3248.425293
	Iteration 106Q: 3 clusters Score -2097496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2097501.500000 Penalty: 3248.425293
	Iteration 107Q: 3 clusters Score -2097502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2097506.250000 Penalty: 3248.425293
	Iteration 108Q: 3 clusters Score -2097506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2097509.500000 Penalty: 3248.425293
	Iteration 109Q: 3 clusters Score -2097510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2097516.750000 Penalty: 3248.425293
	Iteration 110Q: 3 clusters Score -2097517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2097516.250000 Penalty: 3248.425293
	Iteration 111Q: 3 clusters Score -2097516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2097524.000000 Penalty: 3248.425293
	Iteration 112Q: 3 clusters Score -2097524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2097525.750000 Penalty: 3248.425293
	Iteration 113Q: 3 clusters Score -2097526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2097527.500000 Penalty: 3248.425293
	Iteration 114Q: 3 clusters Score -2097528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2097528.500000 Penalty: 3248.425293
	Iteration 115Q: 3 clusters Score -2097528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2097531.000000 Penalty: 3248.425293
	Iteration 116Q: 3 clusters Score -2097531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2097535.250000 Penalty: 3248.425293
	Iteration 117Q: 3 clusters Score -2097535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2097536.000000 Penalty: 3248.425293
	Iteration 118Q: 3 clusters Score -2097536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2097540.500000 Penalty: 3248.425293
	Iteration 119Q: 3 clusters Score -2097540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2097540.000000 Penalty: 3248.425293
	Iteration 120F: 3 clusters Score -2097540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2097544.500000 Penalty: 3248.425293
	Iteration 121Q: 3 clusters Score -2097544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2097544.250000 Penalty: 3248.425293
	Iteration 122Q: 3 clusters Score -2097544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2097543.750000 Penalty: 3248.425293
	Iteration 123Q: 3 clusters Score -2097544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2097550.250000 Penalty: 3248.425293
	Iteration 124Q: 3 clusters Score -2097550 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2097551.500000 Penalty: 3248.425293
	Iteration 125Q: 3 clusters Score -2097552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2097552.500000 Penalty: 3248.425293
	Iteration 126Q: 3 clusters Score -2097552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2097557.000000 Penalty: 3248.425293
	Iteration 127Q: 3 clusters Score -2097557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2097559.250000 Penalty: 3248.425293
	Iteration 128Q: 3 clusters Score -2097559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2097560.000000 Penalty: 3248.425293
	Iteration 129Q: 3 clusters Score -2097560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2097562.500000 Penalty: 3248.425293
	Iteration 130Q: 3 clusters Score -2097562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2097565.500000 Penalty: 3248.425293
	Iteration 131Q: 3 clusters Score -2097566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2097566.750000 Penalty: 3248.425293
	Iteration 132Q: 3 clusters Score -2097567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2097568.500000 Penalty: 3248.425293
	Iteration 133Q: 3 clusters Score -2097568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2097568.500000 Penalty: 3248.425293
	Iteration 134Q: 3 clusters Score -2097568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2097569.750000 Penalty: 3248.425293
	Iteration 135Q: 3 clusters Score -2097570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2097570.500000 Penalty: 3248.425293
	Iteration 136Q: 3 clusters Score -2097570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2097574.750000 Penalty: 3248.425293
	Iteration 137Q: 3 clusters Score -2097575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2097575.250000 Penalty: 3248.425293
	Iteration 138Q: 3 clusters Score -2097575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2097580.000000 Penalty: 3248.425293
	Iteration 139Q: 3 clusters Score -2097580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2097583.750000 Penalty: 3248.425293
	Iteration 140F: 3 clusters Score -2097584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2097591.000000 Penalty: 3248.425293
	Iteration 141Q: 3 clusters Score -2097591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2097603.500000 Penalty: 3248.425293
	Iteration 142Q: 3 clusters Score -2097604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2097609.250000 Penalty: 3248.425293
	Iteration 143Q: 3 clusters Score -2097609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2097615.500000 Penalty: 3248.425293
	Iteration 144Q: 3 clusters Score -2097616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2097617.500000 Penalty: 3248.425293
	Iteration 145Q: 3 clusters Score -2097618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2097623.500000 Penalty: 3248.425293
	Iteration 146Q: 3 clusters Score -2097624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2097623.750000 Penalty: 3248.425293
	Iteration 147Q: 3 clusters Score -2097624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2097628.000000 Penalty: 3248.425293
	Iteration 148Q: 3 clusters Score -2097628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2097633.250000 Penalty: 3248.425293
	Iteration 149Q: 3 clusters Score -2097633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2097637.250000 Penalty: 3248.425293
	Iteration 150Q: 3 clusters Score -2097637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2097649.500000 Penalty: 3248.425293
	Iteration 151Q: 3 clusters Score -2097650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2097648.500000 Penalty: 3248.425293
	Iteration 152Q: 3 clusters Score -2097648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2097654.500000 Penalty: 3248.425293
	Iteration 153Q: 3 clusters Score -2097654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2097662.500000 Penalty: 3248.425293
	Iteration 154Q: 3 clusters Score -2097662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2097664.000000 Penalty: 3248.425293
	Iteration 155Q: 3 clusters Score -2097664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2097667.000000 Penalty: 3248.425293
	Iteration 156Q: 3 clusters Score -2097667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2097671.750000 Penalty: 3248.425293
	Iteration 157Q: 3 clusters Score -2097672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2097671.750000 Penalty: 3248.425293
	Iteration 158Q: 3 clusters Score -2097672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2097673.000000 Penalty: 3248.425293
	Iteration 159Q: 3 clusters Score -2097673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2097672.250000 Penalty: 3248.425293
	Iteration 160F: 3 clusters Score -2097672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2097674.750000 Penalty: 3248.425293
	Iteration 161Q: 3 clusters Score -2097675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2097675.750000 Penalty: 3248.425293
	Iteration 162Q: 3 clusters Score -2097676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2097673.000000 Penalty: 3248.425293
	Iteration 163Q: 3 clusters Score -2097673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2097674.500000 Penalty: 3248.425293
	Iteration 164Q: 3 clusters Score -2097674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2097672.250000 Penalty: 3248.425293
	Iteration 165Q: 3 clusters Score -2097672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2097673.500000 Penalty: 3248.425293
	Iteration 166Q: 3 clusters Score -2097674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2097673.500000 Penalty: 3248.425293
	Iteration 167F: 3 clusters Score -2097674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -137481.781250 Penalty: 1192.674805
	Iteration 0F: 2 clusters Score -137481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135675.218750 Penalty: 2385.349609
	Iteration 0F: 3 clusters Score -135675.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -135976.906250 Penalty: 2385.349609
	Iteration 1F: 3 clusters Score -135976.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -136055.078125 Penalty: 2385.349609
	Iteration 2F: 3 clusters Score -136055.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -136105.625000 Penalty: 2385.349609
	Iteration 3Q: 3 clusters Score -136105.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -136136.875000 Penalty: 2385.349609
	Iteration 4Q: 3 clusters Score -136136.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136161.031250 Penalty: 2385.349609
	Iteration 5Q: 3 clusters Score -136161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -136181.250000 Penalty: 2385.349609
	Iteration 6Q: 3 clusters Score -136181.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136193.625000 Penalty: 2385.349609
	Iteration 7Q: 3 clusters Score -136193.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -136203.750000 Penalty: 2385.349609
	Iteration 8Q: 3 clusters Score -136203.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -136211.437500 Penalty: 2385.349609
	Iteration 9Q: 3 clusters Score -136211.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -136217.187500 Penalty: 2385.349609
	Iteration 10Q: 3 clusters Score -136217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -136222.187500 Penalty: 2385.349609
	Iteration 11Q: 3 clusters Score -136222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -136225.453125 Penalty: 2385.349609
	Iteration 12Q: 3 clusters Score -136225.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -136230.984375 Penalty: 2385.349609
	Iteration 13Q: 3 clusters Score -136231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -136235.343750 Penalty: 2385.349609
	Iteration 14Q: 3 clusters Score -136235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -136238.312500 Penalty: 2385.349609
	Iteration 15Q: 3 clusters Score -136238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -136240.812500 Penalty: 2385.349609
	Iteration 16Q: 3 clusters Score -136240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -136244.937500 Penalty: 2385.349609
	Iteration 17Q: 3 clusters Score -136244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -136246.031250 Penalty: 2385.349609
	Iteration 18Q: 3 clusters Score -136246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -136247.750000 Penalty: 2385.349609
	Iteration 19Q: 3 clusters Score -136247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -136248.218750 Penalty: 2385.349609
	Iteration 20F: 3 clusters Score -136248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136250.531250 Penalty: 2385.349609
	Iteration 21Q: 3 clusters Score -136250.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -136253.703125 Penalty: 2385.349609
	Iteration 22Q: 3 clusters Score -136253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -136256.203125 Penalty: 2385.349609
	Iteration 23Q: 3 clusters Score -136256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136258.953125 Penalty: 2385.349609
	Iteration 24Q: 3 clusters Score -136259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136261.156250 Penalty: 2385.349609
	Iteration 25Q: 3 clusters Score -136261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136262.156250 Penalty: 2385.349609
	Iteration 26Q: 3 clusters Score -136262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136262.156250 Penalty: 2385.349609
	Iteration 27F: 3 clusters Score -136262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -35773.679688 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -35773.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34779.507812 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -34779.51 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35018.257812 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -35018.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35150.980469 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -35150.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35213.437500 Penalty: 2023.624390
	Iteration 3F: 3 clusters Score -35213.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35277.269531 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -35277.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35360.847656 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -35360.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35460.546875 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -35460.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35515.187500 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -35515.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35551.976562 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -35551.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35573.476562 Penalty: 2023.624390
	Iteration 9Q: 3 clusters Score -35573.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35586.523438 Penalty: 2023.624390
	Iteration 10Q: 3 clusters Score -35586.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35589.480469 Penalty: 2023.624390
	Iteration 11Q: 3 clusters Score -35589.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35598.437500 Penalty: 2023.624390
	Iteration 12Q: 3 clusters Score -35598.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35601.105469 Penalty: 2023.624390
	Iteration 13Q: 3 clusters Score -35601.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35604.917969 Penalty: 2023.624390
	Iteration 14F: 3 clusters Score -35604.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35612.937500 Penalty: 2023.624390
	Iteration 15Q: 3 clusters Score -35612.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35625.925781 Penalty: 2023.624390
	Iteration 16Q: 3 clusters Score -35625.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35627.679688 Penalty: 2023.624390
	Iteration 17Q: 3 clusters Score -35627.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35627.679688 Penalty: 2023.624390
	Iteration 18F: 3 clusters Score -35627.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -58144.156250 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -58144.16 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 325 members 
Entering Unmasked Estep 
Score: -56925.644531 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -56925.64 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57102.011719 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -57102.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57171.558594 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -57171.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57218.027344 Penalty: 2122.535156
	Iteration 3Q: 3 clusters Score -57218.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57239.839844 Penalty: 2122.535156
	Iteration 4Q: 3 clusters Score -57239.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57254.906250 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -57254.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57259.054688 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -57259.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57261.066406 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -57261.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57263.535156 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -57263.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57264.933594 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -57264.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57265.945312 Penalty: 2122.535156
	Iteration 10Q: 3 clusters Score -57265.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57265.945312 Penalty: 2122.535156
	Iteration 11F: 3 clusters Score -57265.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55615 members 
Mstep: Class 3 contains 8964 members 
Mstep: Class 4 contains 301142 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42506 members 
Mstep: Class 7 contains 5931 members 
Mstep: Class 8 contains 13467 members 
Mstep: Class 9 contains 97287 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34520 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8768 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 14068 members 
Mstep: Class 17 contains 34834 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 60038 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 21920 members 
Mstep: Class 23 contains 1540 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470012.000000 Penalty: 54824.804688
Iteration 199Q: 26 clusters Score -6.647001e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 55626 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 300834 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42443 members 
Mstep: Class 7 contains 5935 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 97080 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34525 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13969 members 
Mstep: Class 17 contains 34814 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17767 members 
Mstep: Class 20 contains 60045 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 22749 members 
Mstep: Class 23 contains 1546 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470024.000000 Penalty: 54824.804688
Iteration 200F: 26 clusters Score -6.647002e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 55637 members 
Mstep: Class 3 contains 8959 members 
Mstep: Class 4 contains 300522 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42378 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 8 contains 13378 members 
Mstep: Class 9 contains 96864 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34517 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8493 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13887 members 
Mstep: Class 17 contains 34814 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17777 members 
Mstep: Class 20 contains 60051 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 23572 members 
Mstep: Class 23 contains 1549 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470008.000000 Penalty: 54824.804688
Iteration 201Q: 26 clusters Score -6.647001e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55658 members 
Mstep: Class 3 contains 8957 members 
Mstep: Class 4 contains 300186 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42316 members 
Mstep: Class 7 contains 5948 members 
Mstep: Class 8 contains 13348 members 
Mstep: Class 9 contains 96638 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34529 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13788 members 
Mstep: Class 17 contains 34803 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 17783 members 
Mstep: Class 20 contains 60043 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 24421 members 
Mstep: Class 23 contains 1553 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470400.000000 Penalty: 54824.804688
Iteration 202Q: 26 clusters Score -6.64704e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55680 members 
Mstep: Class 3 contains 8959 members 
Mstep: Class 4 contains 299795 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42284 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 13312 members 
Mstep: Class 9 contains 96432 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34540 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13690 members 
Mstep: Class 17 contains 34787 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 17801 members 
Mstep: Class 20 contains 60041 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 25258 members 
Mstep: Class 23 contains 1555 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470800.000000 Penalty: 54824.804688
Iteration 203Q: 26 clusters Score -6.64708e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55687 members 
Mstep: Class 3 contains 8959 members 
Mstep: Class 4 contains 299414 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42231 members 
Mstep: Class 7 contains 5948 members 
Mstep: Class 8 contains 13292 members 
Mstep: Class 9 contains 96228 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34539 members 
Mstep: Class 12 contains 481 members 
Mstep: Class 13 contains 8152 members 
Mstep: Class 14 contains 2293 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 34772 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 17848 members 
Mstep: Class 20 contains 60022 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 26117 members 
Mstep: Class 23 contains 1558 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470832.000000 Penalty: 54824.804688
Iteration 204Q: 26 clusters Score -6.647083e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55681 members 
Mstep: Class 3 contains 8955 members 
Mstep: Class 4 contains 299073 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42192 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 13243 members 
Mstep: Class 9 contains 96042 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34560 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 2289 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13498 members 
Mstep: Class 17 contains 34746 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 17877 members 
Mstep: Class 20 contains 59987 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 26939 members 
Mstep: Class 23 contains 1563 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471068.000000 Penalty: 54824.804688
Iteration 205Q: 26 clusters Score -6.647107e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55677 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 298839 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42140 members 
Mstep: Class 7 contains 5965 members 
Mstep: Class 8 contains 13220 members 
Mstep: Class 9 contains 95798 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34560 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 14 contains 2284 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13401 members 
Mstep: Class 17 contains 34712 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 17889 members 
Mstep: Class 20 contains 59935 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 27771 members 
Mstep: Class 23 contains 1566 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471012.000000 Penalty: 54824.804688
Iteration 206Q: 26 clusters Score -6.647101e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55648 members 
Mstep: Class 3 contains 8951 members 
Mstep: Class 4 contains 298635 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42055 members 
Mstep: Class 7 contains 5975 members 
Mstep: Class 8 contains 13186 members 
Mstep: Class 9 contains 95618 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 34554 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 7812 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13290 members 
Mstep: Class 17 contains 34690 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 17921 members 
Mstep: Class 20 contains 59886 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 28579 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471268.000000 Penalty: 54824.804688
Iteration 207Q: 26 clusters Score -6.647127e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55621 members 
Mstep: Class 3 contains 8945 members 
Mstep: Class 4 contains 298398 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41979 members 
Mstep: Class 7 contains 5978 members 
Mstep: Class 8 contains 13138 members 
Mstep: Class 9 contains 95467 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34532 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 7689 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13155 members 
Mstep: Class 17 contains 34665 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 17978 members 
Mstep: Class 20 contains 59872 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 29387 members 
Mstep: Class 23 contains 1571 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471424.000000 Penalty: 54824.804688
Iteration 208Q: 26 clusters Score -6.647142e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55616 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 298167 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41882 members 
Mstep: Class 7 contains 5983 members 
Mstep: Class 8 contains 13083 members 
Mstep: Class 9 contains 95341 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 34508 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 13019 members 
Mstep: Class 17 contains 34628 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 18033 members 
Mstep: Class 20 contains 59848 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 30193 members 
Mstep: Class 23 contains 1572 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471880.000000 Penalty: 54824.804688
Iteration 209Q: 26 clusters Score -6.647188e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 55581 members 
Mstep: Class 3 contains 8939 members 
Mstep: Class 4 contains 298062 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41785 members 
Mstep: Class 7 contains 5985 members 
Mstep: Class 8 contains 13027 members 
Mstep: Class 9 contains 95182 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34477 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 12874 members 
Mstep: Class 17 contains 34573 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 18094 members 
Mstep: Class 20 contains 59808 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 30979 members 
Mstep: Class 23 contains 1572 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472008.000000 Penalty: 54824.804688
Iteration 210Q: 26 clusters Score -6.647201e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55543 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 297883 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41702 members 
Mstep: Class 7 contains 5977 members 
Mstep: Class 8 contains 12969 members 
Mstep: Class 9 contains 95048 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34467 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 7340 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 12748 members 
Mstep: Class 17 contains 34538 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 18151 members 
Mstep: Class 20 contains 59784 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 31735 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472212.000000 Penalty: 54824.804688
Iteration 211Q: 26 clusters Score -6.647221e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55513 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 297756 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41614 members 
Mstep: Class 7 contains 5969 members 
Mstep: Class 8 contains 12907 members 
Mstep: Class 9 contains 94868 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34442 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 12620 members 
Mstep: Class 17 contains 34526 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 59767 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 32484 members 
Mstep: Class 23 contains 1571 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472336.000000 Penalty: 54824.804688
Iteration 212Q: 26 clusters Score -6.647234e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55514 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 297571 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41522 members 
Mstep: Class 7 contains 5964 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 94687 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34421 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 34490 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 18294 members 
Mstep: Class 20 contains 59740 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 33259 members 
Mstep: Class 23 contains 1570 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472592.000000 Penalty: 54824.804688
Iteration 213Q: 26 clusters Score -6.647259e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55484 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 297434 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41437 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 12820 members 
Mstep: Class 9 contains 94502 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34405 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6941 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 34446 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 18364 members 
Mstep: Class 20 contains 59707 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 34009 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472776.000000 Penalty: 54824.804688
Iteration 214Q: 26 clusters Score -6.647278e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55456 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 297304 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41351 members 
Mstep: Class 7 contains 5950 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 9 contains 94340 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34379 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6808 members 
Mstep: Class 14 contains 2234 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 12289 members 
Mstep: Class 17 contains 34408 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 18432 members 
Mstep: Class 20 contains 59665 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 34749 members 
Mstep: Class 23 contains 1562 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66473152.000000 Penalty: 54824.804688
Iteration 215Q: 26 clusters Score -6.647315e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55430 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 297003 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41280 members 
Mstep: Class 7 contains 5948 members 
Mstep: Class 8 contains 12737 members 
Mstep: Class 9 contains 94212 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34365 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 12164 members 
Mstep: Class 17 contains 34385 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 18500 members 
Mstep: Class 20 contains 59629 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 35569 members 
Mstep: Class 23 contains 1556 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66473180.000000 Penalty: 54824.804688
Iteration 216Q: 26 clusters Score -6.647318e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55428 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 296624 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41224 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 8 contains 12686 members 
Mstep: Class 9 contains 94092 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34369 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 12049 members 
Mstep: Class 17 contains 34378 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 18551 members 
Mstep: Class 20 contains 59613 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 36382 members 
Mstep: Class 23 contains 1557 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472932.000000 Penalty: 54824.804688
Iteration 217Q: 26 clusters Score -6.647293e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55423 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 296200 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41155 members 
Mstep: Class 7 contains 5933 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 93992 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34376 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 14 contains 2218 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11936 members 
Mstep: Class 17 contains 34386 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 18611 members 
Mstep: Class 20 contains 59618 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 37195 members 
Mstep: Class 23 contains 1561 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472724.000000 Penalty: 54824.804688
Iteration 218Q: 26 clusters Score -6.647272e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55428 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 295677 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41106 members 
Mstep: Class 7 contains 5932 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34390 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6359 members 
Mstep: Class 14 contains 2215 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11822 members 
Mstep: Class 17 contains 34413 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 18673 members 
Mstep: Class 20 contains 59627 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 38018 members 
Mstep: Class 23 contains 1562 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472704.000000 Penalty: 54824.804688
Iteration 219Q: 26 clusters Score -6.64727e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55441 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 295077 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41064 members 
Mstep: Class 7 contains 5929 members 
Mstep: Class 8 contains 12506 members 
Mstep: Class 9 contains 93880 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34418 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 2210 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 34454 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 18742 members 
Mstep: Class 20 contains 59649 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 38817 members 
Mstep: Class 23 contains 1559 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472612.000000 Penalty: 54824.804688
Iteration 220F: 26 clusters Score -6.647261e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55452 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 294424 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41032 members 
Mstep: Class 7 contains 5928 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 93862 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34447 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6138 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 17 contains 34514 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 18803 members 
Mstep: Class 20 contains 59690 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 39587 members 
Mstep: Class 23 contains 1559 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472356.000000 Penalty: 54824.804688
Iteration 221Q: 26 clusters Score -6.647236e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55472 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 293732 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41015 members 
Mstep: Class 7 contains 5931 members 
Mstep: Class 8 contains 12388 members 
Mstep: Class 9 contains 93821 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34486 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 34577 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 18863 members 
Mstep: Class 20 contains 59766 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 40347 members 
Mstep: Class 23 contains 1559 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66472108.000000 Penalty: 54824.804688
Iteration 222Q: 26 clusters Score -6.647211e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55509 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 292843 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41013 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 8 contains 12341 members 
Mstep: Class 9 contains 93801 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34535 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5935 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11420 members 
Mstep: Class 17 contains 34674 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 18908 members 
Mstep: Class 20 contains 59867 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 41159 members 
Mstep: Class 23 contains 1561 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471748.000000 Penalty: 54824.804688
Iteration 223Q: 26 clusters Score -6.647175e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55560 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 291853 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41048 members 
Mstep: Class 7 contains 5950 members 
Mstep: Class 8 contains 12292 members 
Mstep: Class 9 contains 93835 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34602 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5851 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 34762 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 18954 members 
Mstep: Class 20 contains 59958 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 41964 members 
Mstep: Class 23 contains 1561 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471556.000000 Penalty: 54824.804688
Iteration 224Q: 26 clusters Score -6.647156e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55643 members 
Mstep: Class 3 contains 8926 members 
Mstep: Class 4 contains 290731 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41103 members 
Mstep: Class 7 contains 5953 members 
Mstep: Class 8 contains 12234 members 
Mstep: Class 9 contains 93910 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34673 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5775 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11212 members 
Mstep: Class 17 contains 34873 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 19004 members 
Mstep: Class 20 contains 60078 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 42761 members 
Mstep: Class 23 contains 1561 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471276.000000 Penalty: 54824.804688
Iteration 225Q: 26 clusters Score -6.647128e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55723 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 289507 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41160 members 
Mstep: Class 7 contains 5948 members 
Mstep: Class 8 contains 12187 members 
Mstep: Class 9 contains 94056 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34768 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 34994 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 19046 members 
Mstep: Class 20 contains 60226 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 43545 members 
Mstep: Class 23 contains 1557 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66471216.000000 Penalty: 54824.804688
Iteration 226Q: 26 clusters Score -6.647122e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55796 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 288146 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41270 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 8 contains 12140 members 
Mstep: Class 9 contains 94244 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34880 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5610 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 11010 members 
Mstep: Class 17 contains 35153 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 19091 members 
Mstep: Class 20 contains 60378 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 44312 members 
Mstep: Class 23 contains 1554 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470984.000000 Penalty: 54824.804688
Iteration 227Q: 26 clusters Score -6.647098e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55893 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 286658 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41376 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 12102 members 
Mstep: Class 9 contains 94485 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 34990 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5548 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10900 members 
Mstep: Class 17 contains 35336 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 19114 members 
Mstep: Class 20 contains 60556 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 45075 members 
Mstep: Class 23 contains 1555 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470704.000000 Penalty: 54824.804688
Iteration 228Q: 26 clusters Score -6.64707e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56005 members 
Mstep: Class 3 contains 8914 members 
Mstep: Class 4 contains 285058 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41477 members 
Mstep: Class 7 contains 5937 members 
Mstep: Class 8 contains 12057 members 
Mstep: Class 9 contains 94791 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 35121 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10806 members 
Mstep: Class 17 contains 35520 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 19154 members 
Mstep: Class 20 contains 60757 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 45821 members 
Mstep: Class 23 contains 1555 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470452.000000 Penalty: 54824.804688
Iteration 229Q: 26 clusters Score -6.647045e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56135 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 283329 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41598 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 12003 members 
Mstep: Class 9 contains 95176 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 35244 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5407 members 
Mstep: Class 14 contains 2187 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10697 members 
Mstep: Class 17 contains 35709 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 19183 members 
Mstep: Class 20 contains 60970 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 46587 members 
Mstep: Class 23 contains 1554 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469996.000000 Penalty: 54824.804688
Iteration 230Q: 26 clusters Score -6.647e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 56289 members 
Mstep: Class 3 contains 8910 members 
Mstep: Class 4 contains 281396 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41743 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 11951 members 
Mstep: Class 9 contains 95632 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 35396 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5361 members 
Mstep: Class 14 contains 2186 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10591 members 
Mstep: Class 17 contains 35936 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 19196 members 
Mstep: Class 20 contains 61218 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 47329 members 
Mstep: Class 23 contains 1556 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469572.000000 Penalty: 54824.804688
Iteration 231Q: 26 clusters Score -6.646957e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 56481 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 279273 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 41902 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 11893 members 
Mstep: Class 9 contains 96147 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 35565 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 2184 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10500 members 
Mstep: Class 17 contains 36179 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 19222 members 
Mstep: Class 20 contains 61497 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 48069 members 
Mstep: Class 23 contains 1552 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469228.000000 Penalty: 54824.804688
Iteration 232Q: 26 clusters Score -6.646923e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56689 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 276975 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42056 members 
Mstep: Class 7 contains 5939 members 
Mstep: Class 8 contains 11837 members 
Mstep: Class 9 contains 96725 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 35781 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5283 members 
Mstep: Class 14 contains 2181 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10413 members 
Mstep: Class 17 contains 36443 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 61794 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 48832 members 
Mstep: Class 23 contains 1551 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468660.000000 Penalty: 54824.804688
Iteration 233Q: 26 clusters Score -6.646866e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 56911 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 274520 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42211 members 
Mstep: Class 7 contains 5937 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 9 contains 97352 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 36009 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 36737 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 62124 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 49609 members 
Mstep: Class 23 contains 1549 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468076.000000 Penalty: 54824.804688
Iteration 234Q: 26 clusters Score -6.646808e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 57144 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 271873 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42370 members 
Mstep: Class 7 contains 5945 members 
Mstep: Class 8 contains 11732 members 
Mstep: Class 9 contains 98049 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 36223 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 2167 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10223 members 
Mstep: Class 17 contains 37053 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 19244 members 
Mstep: Class 20 contains 62498 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 50413 members 
Mstep: Class 23 contains 1546 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467724.000000 Penalty: 54824.804688
Iteration 235Q: 26 clusters Score -6.646772e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 57409 members 
Mstep: Class 3 contains 8911 members 
Mstep: Class 4 contains 268929 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42598 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 11669 members 
Mstep: Class 9 contains 98854 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 36447 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 2165 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10136 members 
Mstep: Class 17 contains 37404 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 19268 members 
Mstep: Class 20 contains 62901 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 51207 members 
Mstep: Class 23 contains 1540 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466948.000000 Penalty: 54824.804688
Iteration 236Q: 26 clusters Score -6.646695e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 57700 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 265725 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 42870 members 
Mstep: Class 7 contains 5947 members 
Mstep: Class 8 contains 11595 members 
Mstep: Class 9 contains 99716 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 36690 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 2162 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 10053 members 
Mstep: Class 17 contains 37787 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 63350 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 52064 members 
Mstep: Class 23 contains 1537 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466364.000000 Penalty: 54824.804688
Iteration 237Q: 26 clusters Score -6.646636e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 58006 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 262202 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 43150 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 8 contains 11534 members 
Mstep: Class 9 contains 100684 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 36957 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5212 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9974 members 
Mstep: Class 17 contains 38193 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 19305 members 
Mstep: Class 20 contains 63835 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 53027 members 
Mstep: Class 23 contains 1533 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465388.000000 Penalty: 54824.804688
Iteration 238Q: 26 clusters Score -6.646539e+07 nChanged 4512
Entering ConstructFrom: 
Score: -66465388.000000 Penalty: 54824.804688
Entering ConstructFrom: 
Trying to split cluster 1 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -92864.843750 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -92864.84 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 541 members 
Entering Unmasked Estep 
Score: -91393.187500 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -91393.19 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91709.164062 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -91709.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91932.710938 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -91932.71 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92143.937500 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -92143.94 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92392.054688 Penalty: 2277.764160
	Iteration 4F: 3 clusters Score -92392.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92605.195312 Penalty: 2277.764160
	Iteration 5F: 3 clusters Score -92605.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92721.796875 Penalty: 2277.764160
	Iteration 6F: 3 clusters Score -92721.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92781.937500 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -92781.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92815.882812 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -92815.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92830.906250 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -92830.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92848.851562 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -92848.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92864.710938 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -92864.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -92868.867188 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -92868.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92869.843750 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -92869.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92871.031250 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -92871.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92872.101562 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -92872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92873.210938 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -92873.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -92873.890625 Penalty: 2277.764160
	Iteration 17Q: 3 clusters Score -92873.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92874.390625 Penalty: 2277.764160
	Iteration 18Q: 3 clusters Score -92874.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92874.390625 Penalty: 2277.764160
	Iteration 19F: 3 clusters Score -92874.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 58356 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 258476 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 43466 members 
Mstep: Class 7 contains 5942 members 
Mstep: Class 8 contains 11480 members 
Mstep: Class 9 contains 101718 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 37254 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5196 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9899 members 
Mstep: Class 17 contains 38648 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 64325 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 53955 members 
Mstep: Class 23 contains 1523 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 494 members 
Entering Unmasked Estep 
Score: -66463496.000000 Penalty: 57017.796875
Splitting cluster 1 changes total score from -66465388.000000 to -66463496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Entering Unmasked Estep 
Score: -5511708.000000 Penalty: 1783.326660
	Iteration 0F: 2 clusters Score -5511708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -5472754.500000 Penalty: 3566.653320
	Iteration 0F: 3 clusters Score -5472754 nChanged 27316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -5488587.500000 Penalty: 3566.653320
	Iteration 1F: 3 clusters Score -5488588 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -5489468.000000 Penalty: 3566.653320
	Iteration 2Q: 3 clusters Score -5489468 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -5490673.000000 Penalty: 3566.653320
	Iteration 3Q: 3 clusters Score -5490673 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -5492408.000000 Penalty: 3566.653320
	Iteration 4Q: 3 clusters Score -5492408 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5494605.000000 Penalty: 3566.653320
	Iteration 5F: 3 clusters Score -5494605 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -5497218.500000 Penalty: 3566.653320
	Iteration 6F: 3 clusters Score -5497218 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5499830.500000 Penalty: 3566.653320
	Iteration 7F: 3 clusters Score -5499830 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -5501935.000000 Penalty: 3566.653320
	Iteration 8F: 3 clusters Score -5501935 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5503330.500000 Penalty: 3566.653320
	Iteration 9Q: 3 clusters Score -5503330 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -5504054.500000 Penalty: 3566.653320
	Iteration 10Q: 3 clusters Score -5504054 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5504478.500000 Penalty: 3566.653320
	Iteration 11Q: 3 clusters Score -5504478 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5504742.500000 Penalty: 3566.653320
	Iteration 12Q: 3 clusters Score -5504742 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5504912.500000 Penalty: 3566.653320
	Iteration 13Q: 3 clusters Score -5504912 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5505058.000000 Penalty: 3566.653320
	Iteration 14Q: 3 clusters Score -5505058 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5505188.500000 Penalty: 3566.653320
	Iteration 15Q: 3 clusters Score -5505188 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -5505327.000000 Penalty: 3566.653320
	Iteration 16Q: 3 clusters Score -5505327 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5505410.500000 Penalty: 3566.653320
	Iteration 17Q: 3 clusters Score -5505410 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5505496.000000 Penalty: 3566.653320
	Iteration 18Q: 3 clusters Score -5505496 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5505569.500000 Penalty: 3566.653320
	Iteration 19Q: 3 clusters Score -5505570 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5505678.500000 Penalty: 3566.653320
	Iteration 20F: 3 clusters Score -5505678 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -5505780.000000 Penalty: 3566.653320
	Iteration 21Q: 3 clusters Score -5505780 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -5505831.000000 Penalty: 3566.653320
	Iteration 22Q: 3 clusters Score -5505831 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -5505912.500000 Penalty: 3566.653320
	Iteration 23Q: 3 clusters Score -5505912 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5505980.000000 Penalty: 3566.653320
	Iteration 24Q: 3 clusters Score -5505980 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5506029.000000 Penalty: 3566.653320
	Iteration 25Q: 3 clusters Score -5506029 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -5506114.000000 Penalty: 3566.653320
	Iteration 26Q: 3 clusters Score -5506114 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -5506156.000000 Penalty: 3566.653320
	Iteration 27Q: 3 clusters Score -5506156 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -5506212.500000 Penalty: 3566.653320
	Iteration 28Q: 3 clusters Score -5506212 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -5506281.000000 Penalty: 3566.653320
	Iteration 29Q: 3 clusters Score -5506281 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -5506379.000000 Penalty: 3566.653320
	Iteration 30Q: 3 clusters Score -5506379 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -5506451.000000 Penalty: 3566.653320
	Iteration 31Q: 3 clusters Score -5506451 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5506541.000000 Penalty: 3566.653320
	Iteration 32Q: 3 clusters Score -5506541 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -5506621.500000 Penalty: 3566.653320
	Iteration 33Q: 3 clusters Score -5506622 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -5506739.500000 Penalty: 3566.653320
	Iteration 34Q: 3 clusters Score -5506740 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -5506856.000000 Penalty: 3566.653320
	Iteration 35Q: 3 clusters Score -5506856 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -5506979.000000 Penalty: 3566.653320
	Iteration 36Q: 3 clusters Score -5506979 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -5507120.000000 Penalty: 3566.653320
	Iteration 37Q: 3 clusters Score -5507120 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -5507290.500000 Penalty: 3566.653320
	Iteration 38Q: 3 clusters Score -5507290 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -5507460.000000 Penalty: 3566.653320
	Iteration 39Q: 3 clusters Score -5507460 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -5507592.500000 Penalty: 3566.653320
	Iteration 40F: 3 clusters Score -5507592 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -5507772.000000 Penalty: 3566.653320
	Iteration 41Q: 3 clusters Score -5507772 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -5507938.500000 Penalty: 3566.653320
	Iteration 42Q: 3 clusters Score -5507938 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -5508124.000000 Penalty: 3566.653320
	Iteration 43Q: 3 clusters Score -5508124 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -5508330.000000 Penalty: 3566.653320
	Iteration 44Q: 3 clusters Score -5508330 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -5508523.500000 Penalty: 3566.653320
	Iteration 45Q: 3 clusters Score -5508524 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -5508730.000000 Penalty: 3566.653320
	Iteration 46Q: 3 clusters Score -5508730 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -5508939.500000 Penalty: 3566.653320
	Iteration 47Q: 3 clusters Score -5508940 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -5509141.500000 Penalty: 3566.653320
	Iteration 48Q: 3 clusters Score -5509142 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -5509326.500000 Penalty: 3566.653320
	Iteration 49Q: 3 clusters Score -5509326 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -5509475.500000 Penalty: 3566.653320
	Iteration 50Q: 3 clusters Score -5509476 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -5509613.000000 Penalty: 3566.653320
	Iteration 51Q: 3 clusters Score -5509613 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -5509705.000000 Penalty: 3566.653320
	Iteration 52Q: 3 clusters Score -5509705 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -5509778.500000 Penalty: 3566.653320
	Iteration 53Q: 3 clusters Score -5509778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -5509874.500000 Penalty: 3566.653320
	Iteration 54Q: 3 clusters Score -5509874 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -5509912.500000 Penalty: 3566.653320
	Iteration 55Q: 3 clusters Score -5509912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -5509955.000000 Penalty: 3566.653320
	Iteration 56Q: 3 clusters Score -5509955 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -5510000.000000 Penalty: 3566.653320
	Iteration 57Q: 3 clusters Score -5510000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -5510032.500000 Penalty: 3566.653320
	Iteration 58Q: 3 clusters Score -5510032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -5510064.000000 Penalty: 3566.653320
	Iteration 59Q: 3 clusters Score -5510064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -5510074.500000 Penalty: 3566.653320
	Iteration 60F: 3 clusters Score -5510074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -5510096.500000 Penalty: 3566.653320
	Iteration 61Q: 3 clusters Score -5510096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -5510103.000000 Penalty: 3566.653320
	Iteration 62Q: 3 clusters Score -5510103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -5510109.000000 Penalty: 3566.653320
	Iteration 63Q: 3 clusters Score -5510109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -5510114.000000 Penalty: 3566.653320
	Iteration 64Q: 3 clusters Score -5510114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -5510124.000000 Penalty: 3566.653320
	Iteration 65Q: 3 clusters Score -5510124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -5510130.000000 Penalty: 3566.653320
	Iteration 66Q: 3 clusters Score -5510130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -5510131.500000 Penalty: 3566.653320
	Iteration 67Q: 3 clusters Score -5510132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -5510139.500000 Penalty: 3566.653320
	Iteration 68Q: 3 clusters Score -5510140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -5510136.500000 Penalty: 3566.653320
	Iteration 69Q: 3 clusters Score -5510136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -5510141.500000 Penalty: 3566.653320
	Iteration 70Q: 3 clusters Score -5510142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -5510144.500000 Penalty: 3566.653320
	Iteration 71Q: 3 clusters Score -5510144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -5510151.500000 Penalty: 3566.653320
	Iteration 72Q: 3 clusters Score -5510152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -5510154.500000 Penalty: 3566.653320
	Iteration 73Q: 3 clusters Score -5510154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -5510166.000000 Penalty: 3566.653320
	Iteration 74Q: 3 clusters Score -5510166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -5510170.000000 Penalty: 3566.653320
	Iteration 75Q: 3 clusters Score -5510170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -5510172.500000 Penalty: 3566.653320
	Iteration 76Q: 3 clusters Score -5510172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -5510170.500000 Penalty: 3566.653320
	Iteration 77Q: 3 clusters Score -5510170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -5510168.500000 Penalty: 3566.653320
	Iteration 78Q: 3 clusters Score -5510168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -5510176.500000 Penalty: 3566.653320
	Iteration 79Q: 3 clusters Score -5510176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -5510181.500000 Penalty: 3566.653320
	Iteration 80F: 3 clusters Score -5510182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -5510179.500000 Penalty: 3566.653320
	Iteration 81Q: 3 clusters Score -5510180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -5510186.000000 Penalty: 3566.653320
	Iteration 82Q: 3 clusters Score -5510186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -5510185.500000 Penalty: 3566.653320
	Iteration 83Q: 3 clusters Score -5510186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -5510184.000000 Penalty: 3566.653320
	Iteration 84Q: 3 clusters Score -5510184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -5510188.500000 Penalty: 3566.653320
	Iteration 85Q: 3 clusters Score -5510188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -5510190.000000 Penalty: 3566.653320
	Iteration 86Q: 3 clusters Score -5510190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -5510190.000000 Penalty: 3566.653320
	Iteration 87F: 3 clusters Score -5510190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Entering Unmasked Estep 
Score: -833647.500000 Penalty: 1478.144775
	Iteration 0F: 2 clusters Score -833647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -827194.500000 Penalty: 2956.289551
	Iteration 0F: 3 clusters Score -827194.5 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -829166.875000 Penalty: 2956.289551
	Iteration 1F: 3 clusters Score -829166.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -829350.062500 Penalty: 2956.289551
	Iteration 2F: 3 clusters Score -829350.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -829481.937500 Penalty: 2956.289551
	Iteration 3Q: 3 clusters Score -829481.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -829577.625000 Penalty: 2956.289551
	Iteration 4Q: 3 clusters Score -829577.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -829657.500000 Penalty: 2956.289551
	Iteration 5Q: 3 clusters Score -829657.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -829739.625000 Penalty: 2956.289551
	Iteration 6Q: 3 clusters Score -829739.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -829830.312500 Penalty: 2956.289551
	Iteration 7Q: 3 clusters Score -829830.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -829934.625000 Penalty: 2956.289551
	Iteration 8Q: 3 clusters Score -829934.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -830078.812500 Penalty: 2956.289551
	Iteration 9Q: 3 clusters Score -830078.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -830247.062500 Penalty: 2956.289551
	Iteration 10Q: 3 clusters Score -830247.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -830435.500000 Penalty: 2956.289551
	Iteration 11Q: 3 clusters Score -830435.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -830643.062500 Penalty: 2956.289551
	Iteration 12Q: 3 clusters Score -830643.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -830885.062500 Penalty: 2956.289551
	Iteration 13Q: 3 clusters Score -830885.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -831165.562500 Penalty: 2956.289551
	Iteration 14Q: 3 clusters Score -831165.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -831512.000000 Penalty: 2956.289551
	Iteration 15Q: 3 clusters Score -831512 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -831878.937500 Penalty: 2956.289551
	Iteration 16Q: 3 clusters Score -831878.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -832183.125000 Penalty: 2956.289551
	Iteration 17Q: 3 clusters Score -832183.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -832409.687500 Penalty: 2956.289551
	Iteration 18Q: 3 clusters Score -832409.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -832545.562500 Penalty: 2956.289551
	Iteration 19Q: 3 clusters Score -832545.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -832635.937500 Penalty: 2956.289551
	Iteration 20F: 3 clusters Score -832635.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -832683.500000 Penalty: 2956.289551
	Iteration 21Q: 3 clusters Score -832683.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -832714.750000 Penalty: 2956.289551
	Iteration 22Q: 3 clusters Score -832714.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -832733.000000 Penalty: 2956.289551
	Iteration 23Q: 3 clusters Score -832733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -832746.625000 Penalty: 2956.289551
	Iteration 24Q: 3 clusters Score -832746.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -832756.750000 Penalty: 2956.289551
	Iteration 25Q: 3 clusters Score -832756.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -832763.750000 Penalty: 2956.289551
	Iteration 26Q: 3 clusters Score -832763.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -832768.125000 Penalty: 2956.289551
	Iteration 27Q: 3 clusters Score -832768.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -832770.375000 Penalty: 2956.289551
	Iteration 28Q: 3 clusters Score -832770.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -832772.562500 Penalty: 2956.289551
	Iteration 29Q: 3 clusters Score -832772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -832772.687500 Penalty: 2956.289551
	Iteration 30Q: 3 clusters Score -832772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -832772.312500 Penalty: 2956.289551
	Iteration 31Q: 3 clusters Score -832772.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -832770.312500 Penalty: 2956.289551
	Iteration 32Q: 3 clusters Score -832770.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -832771.687500 Penalty: 2956.289551
	Iteration 33Q: 3 clusters Score -832771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -832772.875000 Penalty: 2956.289551
	Iteration 34Q: 3 clusters Score -832772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -832775.500000 Penalty: 2956.289551
	Iteration 35Q: 3 clusters Score -832775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -832777.500000 Penalty: 2956.289551
	Iteration 36Q: 3 clusters Score -832777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -832776.625000 Penalty: 2956.289551
	Iteration 37Q: 3 clusters Score -832776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -832779.937500 Penalty: 2956.289551
	Iteration 38Q: 3 clusters Score -832779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -832780.562500 Penalty: 2956.289551
	Iteration 39Q: 3 clusters Score -832780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -832780.562500 Penalty: 2956.289551
	Iteration 40F: 3 clusters Score -832780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -832779.750000 Penalty: 2956.289551
	Iteration 41Q: 3 clusters Score -832779.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -832779.750000 Penalty: 2956.289551
	Iteration 42F: 3 clusters Score -832779.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (258476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258476 members 
Entering Unmasked Estep 
Score: -24088024.000000 Penalty: 2025.165649
	Iteration 0F: 2 clusters Score -2.408802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129055 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -23923734.000000 Penalty: 4050.331299
	Iteration 0F: 3 clusters Score -2.392373e+07 nChanged 126113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125414 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -23998884.000000 Penalty: 4050.331299
	Iteration 1F: 3 clusters Score -2.399888e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122710 members 
Mstep: Class 2 contains 135766 members 
Entering Unmasked Estep 
Score: -24001076.000000 Penalty: 4050.331299
	Iteration 2Q: 3 clusters Score -2.400108e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 139741 members 
Entering Unmasked Estep 
Score: -24004316.000000 Penalty: 4050.331299
	Iteration 3Q: 3 clusters Score -2.400432e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113097 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -24009604.000000 Penalty: 4050.331299
	Iteration 4Q: 3 clusters Score -2.40096e+07 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105441 members 
Mstep: Class 2 contains 153035 members 
Entering Unmasked Estep 
Score: -24018308.000000 Penalty: 4050.331299
	Iteration 5F: 3 clusters Score -2.401831e+07 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 162092 members 
Entering Unmasked Estep 
Score: -24030176.000000 Penalty: 4050.331299
	Iteration 6F: 3 clusters Score -2.403018e+07 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -24043048.000000 Penalty: 4050.331299
	Iteration 7F: 3 clusters Score -2.404305e+07 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 177618 members 
Entering Unmasked Estep 
Score: -24052422.000000 Penalty: 4050.331299
	Iteration 8F: 3 clusters Score -2.405242e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 182344 members 
Entering Unmasked Estep 
Score: -24057198.000000 Penalty: 4050.331299
	Iteration 9Q: 3 clusters Score -2.40572e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 185986 members 
Entering Unmasked Estep 
Score: -24059128.000000 Penalty: 4050.331299
	Iteration 10Q: 3 clusters Score -2.405913e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 189095 members 
Entering Unmasked Estep 
Score: -24059858.000000 Penalty: 4050.331299
	Iteration 11Q: 3 clusters Score -2.405986e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 191963 members 
Entering Unmasked Estep 
Score: -24060382.000000 Penalty: 4050.331299
	Iteration 12Q: 3 clusters Score -2.406038e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 194763 members 
Entering Unmasked Estep 
Score: -24060792.000000 Penalty: 4050.331299
	Iteration 13Q: 3 clusters Score -2.406079e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 197436 members 
Entering Unmasked Estep 
Score: -24061042.000000 Penalty: 4050.331299
	Iteration 14Q: 3 clusters Score -2.406104e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 200111 members 
Entering Unmasked Estep 
Score: -24061540.000000 Penalty: 4050.331299
	Iteration 15Q: 3 clusters Score -2.406154e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 202809 members 
Entering Unmasked Estep 
Score: -24061760.000000 Penalty: 4050.331299
	Iteration 16Q: 3 clusters Score -2.406176e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 205352 members 
Entering Unmasked Estep 
Score: -24062268.000000 Penalty: 4050.331299
	Iteration 17Q: 3 clusters Score -2.406227e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 207963 members 
Entering Unmasked Estep 
Score: -24062826.000000 Penalty: 4050.331299
	Iteration 18Q: 3 clusters Score -2.406283e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 210595 members 
Entering Unmasked Estep 
Score: -24063398.000000 Penalty: 4050.331299
	Iteration 19Q: 3 clusters Score -2.40634e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 213339 members 
Entering Unmasked Estep 
Score: -24063998.000000 Penalty: 4050.331299
	Iteration 20F: 3 clusters Score -2.4064e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 216138 members 
Entering Unmasked Estep 
Score: -24064890.000000 Penalty: 4050.331299
	Iteration 21Q: 3 clusters Score -2.406489e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 218893 members 
Entering Unmasked Estep 
Score: -24065562.000000 Penalty: 4050.331299
	Iteration 22Q: 3 clusters Score -2.406556e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 221657 members 
Entering Unmasked Estep 
Score: -24066504.000000 Penalty: 4050.331299
	Iteration 23Q: 3 clusters Score -2.40665e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 224471 members 
Entering Unmasked Estep 
Score: -24067354.000000 Penalty: 4050.331299
	Iteration 24Q: 3 clusters Score -2.406735e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 227240 members 
Entering Unmasked Estep 
Score: -24068220.000000 Penalty: 4050.331299
	Iteration 25Q: 3 clusters Score -2.406822e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 229987 members 
Entering Unmasked Estep 
Score: -24069220.000000 Penalty: 4050.331299
	Iteration 26Q: 3 clusters Score -2.406922e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 232694 members 
Entering Unmasked Estep 
Score: -24070276.000000 Penalty: 4050.331299
	Iteration 27Q: 3 clusters Score -2.407028e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 235259 members 
Entering Unmasked Estep 
Score: -24071456.000000 Penalty: 4050.331299
	Iteration 28Q: 3 clusters Score -2.407146e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 237768 members 
Entering Unmasked Estep 
Score: -24072628.000000 Penalty: 4050.331299
	Iteration 29Q: 3 clusters Score -2.407263e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 240180 members 
Entering Unmasked Estep 
Score: -24073760.000000 Penalty: 4050.331299
	Iteration 30Q: 3 clusters Score -2.407376e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 242475 members 
Entering Unmasked Estep 
Score: -24075156.000000 Penalty: 4050.331299
	Iteration 31Q: 3 clusters Score -2.407516e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 244620 members 
Entering Unmasked Estep 
Score: -24076416.000000 Penalty: 4050.331299
	Iteration 32Q: 3 clusters Score -2.407642e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 246630 members 
Entering Unmasked Estep 
Score: -24077660.000000 Penalty: 4050.331299
	Iteration 33Q: 3 clusters Score -2.407766e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 248504 members 
Entering Unmasked Estep 
Score: -24078970.000000 Penalty: 4050.331299
	Iteration 34Q: 3 clusters Score -2.407897e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 250163 members 
Entering Unmasked Estep 
Score: -24080058.000000 Penalty: 4050.331299
	Iteration 35Q: 3 clusters Score -2.408006e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 251659 members 
Entering Unmasked Estep 
Score: -24081148.000000 Penalty: 4050.331299
	Iteration 36Q: 3 clusters Score -2.408115e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 252966 members 
Entering Unmasked Estep 
Score: -24082188.000000 Penalty: 4050.331299
	Iteration 37Q: 3 clusters Score -2.408219e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 254049 members 
Entering Unmasked Estep 
Score: -24083050.000000 Penalty: 4050.331299
	Iteration 38Q: 3 clusters Score -2.408305e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 254921 members 
Entering Unmasked Estep 
Score: -24083762.000000 Penalty: 4050.331299
	Iteration 39Q: 3 clusters Score -2.408376e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 255577 members 
Entering Unmasked Estep 
Score: -24084320.000000 Penalty: 4050.331299
	Iteration 40F: 3 clusters Score -2.408432e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 256100 members 
Entering Unmasked Estep 
Score: -24084636.000000 Penalty: 4050.331299
	Iteration 41Q: 3 clusters Score -2.408464e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 256514 members 
Entering Unmasked Estep 
Score: -24085026.000000 Penalty: 4050.331299
	Iteration 42Q: 3 clusters Score -2.408503e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 256821 members 
Entering Unmasked Estep 
Score: -24085250.000000 Penalty: 4050.331299
	Iteration 43Q: 3 clusters Score -2.408525e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 257031 members 
Entering Unmasked Estep 
Score: -24085456.000000 Penalty: 4050.331299
	Iteration 44Q: 3 clusters Score -2.408546e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 257185 members 
Entering Unmasked Estep 
Score: -24085562.000000 Penalty: 4050.331299
	Iteration 45Q: 3 clusters Score -2.408556e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 257287 members 
Entering Unmasked Estep 
Score: -24085646.000000 Penalty: 4050.331299
	Iteration 46Q: 3 clusters Score -2.408565e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 257362 members 
Entering Unmasked Estep 
Score: -24085728.000000 Penalty: 4050.331299
	Iteration 47Q: 3 clusters Score -2.408573e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 257418 members 
Entering Unmasked Estep 
Score: -24085778.000000 Penalty: 4050.331299
	Iteration 48Q: 3 clusters Score -2.408578e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 257464 members 
Entering Unmasked Estep 
Score: -24085810.000000 Penalty: 4050.331299
	Iteration 49Q: 3 clusters Score -2.408581e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 257505 members 
Entering Unmasked Estep 
Score: -24085848.000000 Penalty: 4050.331299
	Iteration 50Q: 3 clusters Score -2.408585e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 257531 members 
Entering Unmasked Estep 
Score: -24085884.000000 Penalty: 4050.331299
	Iteration 51Q: 3 clusters Score -2.408588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 257551 members 
Entering Unmasked Estep 
Score: -24085888.000000 Penalty: 4050.331299
	Iteration 52Q: 3 clusters Score -2.408589e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 257577 members 
Entering Unmasked Estep 
Score: -24085908.000000 Penalty: 4050.331299
	Iteration 53Q: 3 clusters Score -2.408591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 257603 members 
Entering Unmasked Estep 
Score: -24085952.000000 Penalty: 4050.331299
	Iteration 54Q: 3 clusters Score -2.408595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 257625 members 
Entering Unmasked Estep 
Score: -24085942.000000 Penalty: 4050.331299
	Iteration 55Q: 3 clusters Score -2.408594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 257636 members 
Entering Unmasked Estep 
Score: -24085940.000000 Penalty: 4050.331299
	Iteration 56Q: 3 clusters Score -2.408594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 257650 members 
Entering Unmasked Estep 
Score: -24085964.000000 Penalty: 4050.331299
	Iteration 57Q: 3 clusters Score -2.408596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 257656 members 
Entering Unmasked Estep 
Score: -24085986.000000 Penalty: 4050.331299
	Iteration 58Q: 3 clusters Score -2.408599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 257662 members 
Entering Unmasked Estep 
Score: -24085982.000000 Penalty: 4050.331299
	Iteration 59Q: 3 clusters Score -2.408598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 257669 members 
Entering Unmasked Estep 
Score: -24085984.000000 Penalty: 4050.331299
	Iteration 60F: 3 clusters Score -2.408598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 257673 members 
Entering Unmasked Estep 
Score: -24085992.000000 Penalty: 4050.331299
	Iteration 61Q: 3 clusters Score -2.408599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 257673 members 
Entering Unmasked Estep 
Score: -24085970.000000 Penalty: 4050.331299
	Iteration 62Q: 3 clusters Score -2.408597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 257675 members 
Entering Unmasked Estep 
Score: -24086000.000000 Penalty: 4050.331299
	Iteration 63Q: 3 clusters Score -2.4086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 257678 members 
Entering Unmasked Estep 
Score: -24086002.000000 Penalty: 4050.331299
	Iteration 64Q: 3 clusters Score -2.4086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 257685 members 
Entering Unmasked Estep 
Score: -24086024.000000 Penalty: 4050.331299
	Iteration 65Q: 3 clusters Score -2.408602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 257688 members 
Entering Unmasked Estep 
Score: -24086040.000000 Penalty: 4050.331299
	Iteration 66Q: 3 clusters Score -2.408604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 257693 members 
Entering Unmasked Estep 
Score: -24086036.000000 Penalty: 4050.331299
	Iteration 67Q: 3 clusters Score -2.408604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 257698 members 
Entering Unmasked Estep 
Score: -24086036.000000 Penalty: 4050.331299
	Iteration 68Q: 3 clusters Score -2.408604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 257701 members 
Entering Unmasked Estep 
Score: -24086048.000000 Penalty: 4050.331299
	Iteration 69Q: 3 clusters Score -2.408605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 257703 members 
Entering Unmasked Estep 
Score: -24086046.000000 Penalty: 4050.331299
	Iteration 70Q: 3 clusters Score -2.408605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 257706 members 
Entering Unmasked Estep 
Score: -24086058.000000 Penalty: 4050.331299
	Iteration 71Q: 3 clusters Score -2.408606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 257705 members 
Entering Unmasked Estep 
Score: -24086058.000000 Penalty: 4050.331299
	Iteration 72Q: 3 clusters Score -2.408606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 257705 members 
Entering Unmasked Estep 
Score: -24086058.000000 Penalty: 4050.331299
	Iteration 73F: 3 clusters Score -2.408606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16536.189453 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -16536.19 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 140 members 
Entering Unmasked Estep 
Score: -15744.025391 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -15744.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15904.348633 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -15904.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16095.231445 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -16095.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16161.702148 Penalty: 1823.078369
	Iteration 3F: 3 clusters Score -16161.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16213.984375 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -16213.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16263.375000 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -16263.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16281.732422 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -16281.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16284.869141 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -16284.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16284.869141 Penalty: 1823.078369
	Iteration 8F: 3 clusters Score -16284.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Entering Unmasked Estep 
Score: -4121313.250000 Penalty: 1735.456787
	Iteration 0F: 2 clusters Score -4121313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4092507.000000 Penalty: 3470.913574
	Iteration 0F: 3 clusters Score -4092507 nChanged 20131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4103866.250000 Penalty: 3470.913574
	Iteration 1F: 3 clusters Score -4103866 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4104370.500000 Penalty: 3470.913574
	Iteration 2Q: 3 clusters Score -4104370 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -4104910.000000 Penalty: 3470.913574
	Iteration 3Q: 3 clusters Score -4104910 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4105736.250000 Penalty: 3470.913574
	Iteration 4Q: 3 clusters Score -4105736 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4106846.000000 Penalty: 3470.913574
	Iteration 5Q: 3 clusters Score -4106846 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4108381.000000 Penalty: 3470.913574
	Iteration 6F: 3 clusters Score -4108381 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4110371.250000 Penalty: 3470.913574
	Iteration 7F: 3 clusters Score -4110371 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4112640.750000 Penalty: 3470.913574
	Iteration 8F: 3 clusters Score -4112641 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4114444.250000 Penalty: 3470.913574
	Iteration 9F: 3 clusters Score -4114444 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4115408.250000 Penalty: 3470.913574
	Iteration 10Q: 3 clusters Score -4115408 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4115898.250000 Penalty: 3470.913574
	Iteration 11Q: 3 clusters Score -4115898 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4116227.750000 Penalty: 3470.913574
	Iteration 12Q: 3 clusters Score -4116228 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4116451.000000 Penalty: 3470.913574
	Iteration 13Q: 3 clusters Score -4116451 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4116680.000000 Penalty: 3470.913574
	Iteration 14Q: 3 clusters Score -4116680 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4116909.750000 Penalty: 3470.913574
	Iteration 15Q: 3 clusters Score -4116910 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4117153.750000 Penalty: 3470.913574
	Iteration 16Q: 3 clusters Score -4117154 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4117360.250000 Penalty: 3470.913574
	Iteration 17Q: 3 clusters Score -4117360 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4117567.500000 Penalty: 3470.913574
	Iteration 18Q: 3 clusters Score -4117568 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -4117762.500000 Penalty: 3470.913574
	Iteration 19Q: 3 clusters Score -4117762 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4117938.500000 Penalty: 3470.913574
	Iteration 20F: 3 clusters Score -4117938 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4118064.500000 Penalty: 3470.913574
	Iteration 21Q: 3 clusters Score -4118064 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -4118209.250000 Penalty: 3470.913574
	Iteration 22Q: 3 clusters Score -4118209 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4118330.250000 Penalty: 3470.913574
	Iteration 23Q: 3 clusters Score -4118330 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -4118436.500000 Penalty: 3470.913574
	Iteration 24Q: 3 clusters Score -4118436 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -4118551.000000 Penalty: 3470.913574
	Iteration 25Q: 3 clusters Score -4118551 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -4118658.000000 Penalty: 3470.913574
	Iteration 26Q: 3 clusters Score -4118658 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4118771.000000 Penalty: 3470.913574
	Iteration 27Q: 3 clusters Score -4118771 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4118860.750000 Penalty: 3470.913574
	Iteration 28Q: 3 clusters Score -4118861 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -4118944.750000 Penalty: 3470.913574
	Iteration 29Q: 3 clusters Score -4118945 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4119035.500000 Penalty: 3470.913574
	Iteration 30Q: 3 clusters Score -4119036 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4119148.000000 Penalty: 3470.913574
	Iteration 31Q: 3 clusters Score -4119148 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4119255.750000 Penalty: 3470.913574
	Iteration 32Q: 3 clusters Score -4119256 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4119334.750000 Penalty: 3470.913574
	Iteration 33Q: 3 clusters Score -4119335 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -4119440.000000 Penalty: 3470.913574
	Iteration 34Q: 3 clusters Score -4119440 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4119495.500000 Penalty: 3470.913574
	Iteration 35Q: 3 clusters Score -4119496 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4119583.250000 Penalty: 3470.913574
	Iteration 36Q: 3 clusters Score -4119583 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4119628.750000 Penalty: 3470.913574
	Iteration 37Q: 3 clusters Score -4119629 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4119683.000000 Penalty: 3470.913574
	Iteration 38Q: 3 clusters Score -4119683 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4119741.250000 Penalty: 3470.913574
	Iteration 39Q: 3 clusters Score -4119741 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4119785.500000 Penalty: 3470.913574
	Iteration 40F: 3 clusters Score -4119786 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4119836.750000 Penalty: 3470.913574
	Iteration 41Q: 3 clusters Score -4119837 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4119874.250000 Penalty: 3470.913574
	Iteration 42Q: 3 clusters Score -4119874 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4119910.500000 Penalty: 3470.913574
	Iteration 43Q: 3 clusters Score -4119910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4119959.250000 Penalty: 3470.913574
	Iteration 44Q: 3 clusters Score -4119959 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4120003.750000 Penalty: 3470.913574
	Iteration 45Q: 3 clusters Score -4120004 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4120041.250000 Penalty: 3470.913574
	Iteration 46Q: 3 clusters Score -4120041 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4120055.000000 Penalty: 3470.913574
	Iteration 47Q: 3 clusters Score -4120055 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4120072.250000 Penalty: 3470.913574
	Iteration 48Q: 3 clusters Score -4120072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4120093.750000 Penalty: 3470.913574
	Iteration 49Q: 3 clusters Score -4120094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4120125.750000 Penalty: 3470.913574
	Iteration 50Q: 3 clusters Score -4120126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4120146.250000 Penalty: 3470.913574
	Iteration 51Q: 3 clusters Score -4120146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4120165.500000 Penalty: 3470.913574
	Iteration 52Q: 3 clusters Score -4120166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4120195.250000 Penalty: 3470.913574
	Iteration 53Q: 3 clusters Score -4120195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4120217.250000 Penalty: 3470.913574
	Iteration 54Q: 3 clusters Score -4120217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4120238.250000 Penalty: 3470.913574
	Iteration 55Q: 3 clusters Score -4120238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4120254.500000 Penalty: 3470.913574
	Iteration 56Q: 3 clusters Score -4120254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4120260.000000 Penalty: 3470.913574
	Iteration 57Q: 3 clusters Score -4120260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4120274.000000 Penalty: 3470.913574
	Iteration 58Q: 3 clusters Score -4120274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4120276.750000 Penalty: 3470.913574
	Iteration 59Q: 3 clusters Score -4120277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4120286.500000 Penalty: 3470.913574
	Iteration 60F: 3 clusters Score -4120286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4120280.000000 Penalty: 3470.913574
	Iteration 61Q: 3 clusters Score -4120280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4120281.750000 Penalty: 3470.913574
	Iteration 62Q: 3 clusters Score -4120282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4120284.750000 Penalty: 3470.913574
	Iteration 63Q: 3 clusters Score -4120285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4120287.750000 Penalty: 3470.913574
	Iteration 64Q: 3 clusters Score -4120288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4120288.250000 Penalty: 3470.913574
	Iteration 65Q: 3 clusters Score -4120288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4120288.250000 Penalty: 3470.913574
	Iteration 66Q: 3 clusters Score -4120288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4120287.250000 Penalty: 3470.913574
	Iteration 67Q: 3 clusters Score -4120287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4120290.000000 Penalty: 3470.913574
	Iteration 68Q: 3 clusters Score -4120290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4120290.250000 Penalty: 3470.913574
	Iteration 69Q: 3 clusters Score -4120290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4120290.500000 Penalty: 3470.913574
	Iteration 70Q: 3 clusters Score -4120290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4120297.250000 Penalty: 3470.913574
	Iteration 71Q: 3 clusters Score -4120297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4120298.750000 Penalty: 3470.913574
	Iteration 72Q: 3 clusters Score -4120299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4120301.750000 Penalty: 3470.913574
	Iteration 73Q: 3 clusters Score -4120302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4120301.750000 Penalty: 3470.913574
	Iteration 74Q: 3 clusters Score -4120302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4120299.750000 Penalty: 3470.913574
	Iteration 75Q: 3 clusters Score -4120300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4120307.250000 Penalty: 3470.913574
	Iteration 76Q: 3 clusters Score -4120307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4120310.500000 Penalty: 3470.913574
	Iteration 77Q: 3 clusters Score -4120310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4120308.750000 Penalty: 3470.913574
	Iteration 78Q: 3 clusters Score -4120309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4120307.000000 Penalty: 3470.913574
	Iteration 79Q: 3 clusters Score -4120307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4120307.000000 Penalty: 3470.913574
	Iteration 80F: 3 clusters Score -4120307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4120305.250000 Penalty: 3470.913574
	Iteration 81Q: 3 clusters Score -4120305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4120305.500000 Penalty: 3470.913574
	Iteration 82Q: 3 clusters Score -4120306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4120310.250000 Penalty: 3470.913574
	Iteration 83Q: 3 clusters Score -4120310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4120311.750000 Penalty: 3470.913574
	Iteration 84Q: 3 clusters Score -4120312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4120312.250000 Penalty: 3470.913574
	Iteration 85Q: 3 clusters Score -4120312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4120311.000000 Penalty: 3470.913574
	Iteration 86Q: 3 clusters Score -4120311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4120313.000000 Penalty: 3470.913574
	Iteration 87Q: 3 clusters Score -4120313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4120313.500000 Penalty: 3470.913574
	Iteration 88Q: 3 clusters Score -4120314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4120315.000000 Penalty: 3470.913574
	Iteration 89Q: 3 clusters Score -4120315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4120316.000000 Penalty: 3470.913574
	Iteration 90Q: 3 clusters Score -4120316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4120318.500000 Penalty: 3470.913574
	Iteration 91Q: 3 clusters Score -4120318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4120321.500000 Penalty: 3470.913574
	Iteration 92Q: 3 clusters Score -4120322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4120323.500000 Penalty: 3470.913574
	Iteration 93Q: 3 clusters Score -4120324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4120319.500000 Penalty: 3470.913574
	Iteration 94Q: 3 clusters Score -4120320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4120319.500000 Penalty: 3470.913574
	Iteration 95F: 3 clusters Score -4120320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -539753.062500 Penalty: 1412.092651
	Iteration 0F: 2 clusters Score -539753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -535192.437500 Penalty: 2824.185303
	Iteration 0F: 3 clusters Score -535192.4 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -536455.312500 Penalty: 2824.185303
	Iteration 1F: 3 clusters Score -536455.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -536604.812500 Penalty: 2824.185303
	Iteration 2F: 3 clusters Score -536604.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -536734.000000 Penalty: 2824.185303
	Iteration 3Q: 3 clusters Score -536734 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -536829.562500 Penalty: 2824.185303
	Iteration 4Q: 3 clusters Score -536829.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -536920.062500 Penalty: 2824.185303
	Iteration 5Q: 3 clusters Score -536920.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -537006.812500 Penalty: 2824.185303
	Iteration 6Q: 3 clusters Score -537006.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -537105.312500 Penalty: 2824.185303
	Iteration 7Q: 3 clusters Score -537105.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -537210.875000 Penalty: 2824.185303
	Iteration 8Q: 3 clusters Score -537210.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -537303.375000 Penalty: 2824.185303
	Iteration 9Q: 3 clusters Score -537303.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -537372.625000 Penalty: 2824.185303
	Iteration 10Q: 3 clusters Score -537372.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -537451.812500 Penalty: 2824.185303
	Iteration 11Q: 3 clusters Score -537451.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -537529.812500 Penalty: 2824.185303
	Iteration 12Q: 3 clusters Score -537529.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -537611.687500 Penalty: 2824.185303
	Iteration 13Q: 3 clusters Score -537611.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -537693.062500 Penalty: 2824.185303
	Iteration 14Q: 3 clusters Score -537693.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -537798.062500 Penalty: 2824.185303
	Iteration 15Q: 3 clusters Score -537798.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -537905.875000 Penalty: 2824.185303
	Iteration 16Q: 3 clusters Score -537905.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -538017.562500 Penalty: 2824.185303
	Iteration 17Q: 3 clusters Score -538017.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -538130.562500 Penalty: 2824.185303
	Iteration 18Q: 3 clusters Score -538130.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -538258.500000 Penalty: 2824.185303
	Iteration 19Q: 3 clusters Score -538258.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -538406.125000 Penalty: 2824.185303
	Iteration 20F: 3 clusters Score -538406.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -538541.500000 Penalty: 2824.185303
	Iteration 21Q: 3 clusters Score -538541.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -538661.687500 Penalty: 2824.185303
	Iteration 22Q: 3 clusters Score -538661.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -538752.187500 Penalty: 2824.185303
	Iteration 23Q: 3 clusters Score -538752.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -538818.125000 Penalty: 2824.185303
	Iteration 24Q: 3 clusters Score -538818.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -538871.312500 Penalty: 2824.185303
	Iteration 25Q: 3 clusters Score -538871.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -538902.000000 Penalty: 2824.185303
	Iteration 26Q: 3 clusters Score -538902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -538927.437500 Penalty: 2824.185303
	Iteration 27Q: 3 clusters Score -538927.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -538951.062500 Penalty: 2824.185303
	Iteration 28Q: 3 clusters Score -538951.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -538962.312500 Penalty: 2824.185303
	Iteration 29Q: 3 clusters Score -538962.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -538971.812500 Penalty: 2824.185303
	Iteration 30Q: 3 clusters Score -538971.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -538980.250000 Penalty: 2824.185303
	Iteration 31Q: 3 clusters Score -538980.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -538987.312500 Penalty: 2824.185303
	Iteration 32Q: 3 clusters Score -538987.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -538994.062500 Penalty: 2824.185303
	Iteration 33Q: 3 clusters Score -538994.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -538997.750000 Penalty: 2824.185303
	Iteration 34Q: 3 clusters Score -538997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -539001.937500 Penalty: 2824.185303
	Iteration 35Q: 3 clusters Score -539001.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -539004.750000 Penalty: 2824.185303
	Iteration 36Q: 3 clusters Score -539004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -539007.562500 Penalty: 2824.185303
	Iteration 37Q: 3 clusters Score -539007.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -539009.062500 Penalty: 2824.185303
	Iteration 38Q: 3 clusters Score -539009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -539009.625000 Penalty: 2824.185303
	Iteration 39Q: 3 clusters Score -539009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -539009.750000 Penalty: 2824.185303
	Iteration 40F: 3 clusters Score -539009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -539011.562500 Penalty: 2824.185303
	Iteration 41Q: 3 clusters Score -539011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -539010.750000 Penalty: 2824.185303
	Iteration 42Q: 3 clusters Score -539010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -539011.625000 Penalty: 2824.185303
	Iteration 43Q: 3 clusters Score -539011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -539012.437500 Penalty: 2824.185303
	Iteration 44Q: 3 clusters Score -539012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -539011.500000 Penalty: 2824.185303
	Iteration 45Q: 3 clusters Score -539011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -539013.562500 Penalty: 2824.185303
	Iteration 46Q: 3 clusters Score -539013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -539014.000000 Penalty: 2824.185303
	Iteration 47Q: 3 clusters Score -539014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -539016.000000 Penalty: 2824.185303
	Iteration 48Q: 3 clusters Score -539016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -539016.625000 Penalty: 2824.185303
	Iteration 49Q: 3 clusters Score -539016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -539017.250000 Penalty: 2824.185303
	Iteration 50Q: 3 clusters Score -539017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -539017.125000 Penalty: 2824.185303
	Iteration 51Q: 3 clusters Score -539017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -539017.500000 Penalty: 2824.185303
	Iteration 52Q: 3 clusters Score -539017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -539016.812500 Penalty: 2824.185303
	Iteration 53Q: 3 clusters Score -539016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -539018.375000 Penalty: 2824.185303
	Iteration 54Q: 3 clusters Score -539018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -539019.062500 Penalty: 2824.185303
	Iteration 55Q: 3 clusters Score -539019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -539019.500000 Penalty: 2824.185303
	Iteration 56Q: 3 clusters Score -539019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -539019.437500 Penalty: 2824.185303
	Iteration 57Q: 3 clusters Score -539019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -539019.500000 Penalty: 2824.185303
	Iteration 58Q: 3 clusters Score -539019.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -539019.500000 Penalty: 2824.185303
	Iteration 59F: 3 clusters Score -539019.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Entering Unmasked Estep 
Score: -1004943.750000 Penalty: 1519.108765
	Iteration 0F: 2 clusters Score -1004944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -996854.750000 Penalty: 3038.217529
	Iteration 0F: 3 clusters Score -996854.8 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -999565.812500 Penalty: 3038.217529
	Iteration 1F: 3 clusters Score -999565.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -999824.750000 Penalty: 3038.217529
	Iteration 2F: 3 clusters Score -999824.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1000055.000000 Penalty: 3038.217529
	Iteration 3Q: 3 clusters Score -1000055 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1000265.625000 Penalty: 3038.217529
	Iteration 4Q: 3 clusters Score -1000266 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1000452.562500 Penalty: 3038.217529
	Iteration 5Q: 3 clusters Score -1000453 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1000629.875000 Penalty: 3038.217529
	Iteration 6Q: 3 clusters Score -1000630 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1000821.312500 Penalty: 3038.217529
	Iteration 7Q: 3 clusters Score -1000821 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1001087.750000 Penalty: 3038.217529
	Iteration 8Q: 3 clusters Score -1001088 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1001425.000000 Penalty: 3038.217529
	Iteration 9Q: 3 clusters Score -1001425 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1001829.812500 Penalty: 3038.217529
	Iteration 10Q: 3 clusters Score -1001830 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1002252.750000 Penalty: 3038.217529
	Iteration 11Q: 3 clusters Score -1002253 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1002645.375000 Penalty: 3038.217529
	Iteration 12Q: 3 clusters Score -1002645 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1002946.687500 Penalty: 3038.217529
	Iteration 13Q: 3 clusters Score -1002947 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1003174.250000 Penalty: 3038.217529
	Iteration 14Q: 3 clusters Score -1003174 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1003342.500000 Penalty: 3038.217529
	Iteration 15Q: 3 clusters Score -1003342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1003452.375000 Penalty: 3038.217529
	Iteration 16Q: 3 clusters Score -1003452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1003523.187500 Penalty: 3038.217529
	Iteration 17Q: 3 clusters Score -1003523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1003580.312500 Penalty: 3038.217529
	Iteration 18Q: 3 clusters Score -1003580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1003611.812500 Penalty: 3038.217529
	Iteration 19Q: 3 clusters Score -1003612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1003626.000000 Penalty: 3038.217529
	Iteration 20F: 3 clusters Score -1003626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1003635.687500 Penalty: 3038.217529
	Iteration 21Q: 3 clusters Score -1003636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1003649.500000 Penalty: 3038.217529
	Iteration 22Q: 3 clusters Score -1003650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1003659.750000 Penalty: 3038.217529
	Iteration 23Q: 3 clusters Score -1003660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1003667.000000 Penalty: 3038.217529
	Iteration 24Q: 3 clusters Score -1003667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1003671.937500 Penalty: 3038.217529
	Iteration 25Q: 3 clusters Score -1003672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1003675.312500 Penalty: 3038.217529
	Iteration 26Q: 3 clusters Score -1003675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1003675.812500 Penalty: 3038.217529
	Iteration 27Q: 3 clusters Score -1003676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1003678.062500 Penalty: 3038.217529
	Iteration 28Q: 3 clusters Score -1003678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1003677.312500 Penalty: 3038.217529
	Iteration 29Q: 3 clusters Score -1003677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1003678.187500 Penalty: 3038.217529
	Iteration 30Q: 3 clusters Score -1003678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1003679.437500 Penalty: 3038.217529
	Iteration 31Q: 3 clusters Score -1003679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1003680.875000 Penalty: 3038.217529
	Iteration 32Q: 3 clusters Score -1003681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1003680.875000 Penalty: 3038.217529
	Iteration 33F: 3 clusters Score -1003681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (101718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Entering Unmasked Estep 
Score: -9643877.000000 Penalty: 1873.618408
	Iteration 0F: 2 clusters Score -9643877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -9575634.000000 Penalty: 3747.236816
	Iteration 0F: 3 clusters Score -9575634 nChanged 48601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -9604231.000000 Penalty: 3747.236816
	Iteration 1F: 3 clusters Score -9604231 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -9605553.000000 Penalty: 3747.236816
	Iteration 2Q: 3 clusters Score -9605553 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -9607901.000000 Penalty: 3747.236816
	Iteration 3F: 3 clusters Score -9607901 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -9612499.000000 Penalty: 3747.236816
	Iteration 4F: 3 clusters Score -9612499 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -9620227.000000 Penalty: 3747.236816
	Iteration 5F: 3 clusters Score -9620227 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -9629347.000000 Penalty: 3747.236816
	Iteration 6F: 3 clusters Score -9629347 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94036 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -9636187.000000 Penalty: 3747.236816
	Iteration 7F: 3 clusters Score -9636187 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97289 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -9639808.000000 Penalty: 3747.236816
	Iteration 8Q: 3 clusters Score -9639808 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -9641351.000000 Penalty: 3747.236816
	Iteration 9Q: 3 clusters Score -9641351 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9641919.000000 Penalty: 3747.236816
	Iteration 10Q: 3 clusters Score -9641919 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9642129.000000 Penalty: 3747.236816
	Iteration 11Q: 3 clusters Score -9642129 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -9642228.000000 Penalty: 3747.236816
	Iteration 12Q: 3 clusters Score -9642228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9642290.000000 Penalty: 3747.236816
	Iteration 13Q: 3 clusters Score -9642290 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9642309.000000 Penalty: 3747.236816
	Iteration 14Q: 3 clusters Score -9642309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9642308.000000 Penalty: 3747.236816
	Iteration 15Q: 3 clusters Score -9642308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9642313.000000 Penalty: 3747.236816
	Iteration 16Q: 3 clusters Score -9642313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9642323.000000 Penalty: 3747.236816
	Iteration 17Q: 3 clusters Score -9642323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9642333.000000 Penalty: 3747.236816
	Iteration 18Q: 3 clusters Score -9642333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9642349.000000 Penalty: 3747.236816
	Iteration 19Q: 3 clusters Score -9642349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9642373.000000 Penalty: 3747.236816
	Iteration 20F: 3 clusters Score -9642373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9642383.000000 Penalty: 3747.236816
	Iteration 21Q: 3 clusters Score -9642383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9642377.000000 Penalty: 3747.236816
	Iteration 22Q: 3 clusters Score -9642377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9642382.000000 Penalty: 3747.236816
	Iteration 23Q: 3 clusters Score -9642382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9642379.000000 Penalty: 3747.236816
	Iteration 24Q: 3 clusters Score -9642379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99621 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9642373.000000 Penalty: 3747.236816
	Iteration 25Q: 3 clusters Score -9642373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9642359.000000 Penalty: 3747.236816
	Iteration 26Q: 3 clusters Score -9642359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9642367.000000 Penalty: 3747.236816
	Iteration 27Q: 3 clusters Score -9642367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9642373.000000 Penalty: 3747.236816
	Iteration 28Q: 3 clusters Score -9642373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9642369.000000 Penalty: 3747.236816
	Iteration 29Q: 3 clusters Score -9642369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9642383.000000 Penalty: 3747.236816
	Iteration 30Q: 3 clusters Score -9642383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9642388.000000 Penalty: 3747.236816
	Iteration 31Q: 3 clusters Score -9642388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99697 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9642385.000000 Penalty: 3747.236816
	Iteration 32Q: 3 clusters Score -9642385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99701 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9642388.000000 Penalty: 3747.236816
	Iteration 33Q: 3 clusters Score -9642388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9642374.000000 Penalty: 3747.236816
	Iteration 34Q: 3 clusters Score -9642374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9642375.000000 Penalty: 3747.236816
	Iteration 35Q: 3 clusters Score -9642375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99730 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9642389.000000 Penalty: 3747.236816
	Iteration 36Q: 3 clusters Score -9642389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9642397.000000 Penalty: 3747.236816
	Iteration 37Q: 3 clusters Score -9642397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9642394.000000 Penalty: 3747.236816
	Iteration 38Q: 3 clusters Score -9642394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9642406.000000 Penalty: 3747.236816
	Iteration 39Q: 3 clusters Score -9642406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9642407.000000 Penalty: 3747.236816
	Iteration 40F: 3 clusters Score -9642407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9642415.000000 Penalty: 3747.236816
	Iteration 41Q: 3 clusters Score -9642415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9642422.000000 Penalty: 3747.236816
	Iteration 42Q: 3 clusters Score -9642422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9642419.000000 Penalty: 3747.236816
	Iteration 43Q: 3 clusters Score -9642419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9642423.000000 Penalty: 3747.236816
	Iteration 44Q: 3 clusters Score -9642423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9642428.000000 Penalty: 3747.236816
	Iteration 45Q: 3 clusters Score -9642428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99810 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9642431.000000 Penalty: 3747.236816
	Iteration 46Q: 3 clusters Score -9642431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9642427.000000 Penalty: 3747.236816
	Iteration 47Q: 3 clusters Score -9642427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9642429.000000 Penalty: 3747.236816
	Iteration 48Q: 3 clusters Score -9642429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9642428.000000 Penalty: 3747.236816
	Iteration 49Q: 3 clusters Score -9642428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9642430.000000 Penalty: 3747.236816
	Iteration 50Q: 3 clusters Score -9642430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9642430.000000 Penalty: 3747.236816
	Iteration 51F: 3 clusters Score -9642430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -62187.371094 Penalty: 1086.452393
	Iteration 0F: 2 clusters Score -62187.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60983.839844 Penalty: 2172.904785
	Iteration 0F: 3 clusters Score -60983.84 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -61288.375000 Penalty: 2172.904785
	Iteration 1F: 3 clusters Score -61288.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61430.437500 Penalty: 2172.904785
	Iteration 2F: 3 clusters Score -61430.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -61596.269531 Penalty: 2172.904785
	Iteration 3F: 3 clusters Score -61596.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61724.542969 Penalty: 2172.904785
	Iteration 4F: 3 clusters Score -61724.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61806.214844 Penalty: 2172.904785
	Iteration 5Q: 3 clusters Score -61806.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61852.058594 Penalty: 2172.904785
	Iteration 6Q: 3 clusters Score -61852.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -61875.039062 Penalty: 2172.904785
	Iteration 7Q: 3 clusters Score -61875.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61892.964844 Penalty: 2172.904785
	Iteration 8Q: 3 clusters Score -61892.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61896.503906 Penalty: 2172.904785
	Iteration 9Q: 3 clusters Score -61896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -61900.410156 Penalty: 2172.904785
	Iteration 10Q: 3 clusters Score -61900.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61903.796875 Penalty: 2172.904785
	Iteration 11Q: 3 clusters Score -61903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -61912.031250 Penalty: 2172.904785
	Iteration 12Q: 3 clusters Score -61912.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61913.167969 Penalty: 2172.904785
	Iteration 13Q: 3 clusters Score -61913.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61913.167969 Penalty: 2172.904785
	Iteration 14F: 3 clusters Score -61913.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Entering Unmasked Estep 
Score: -3533604.000000 Penalty: 1710.396118
	Iteration 0F: 2 clusters Score -3533604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3508716.750000 Penalty: 3420.792236
	Iteration 0F: 3 clusters Score -3508717 nChanged 17184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3518312.250000 Penalty: 3420.792236
	Iteration 1F: 3 clusters Score -3518312 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3518904.500000 Penalty: 3420.792236
	Iteration 2Q: 3 clusters Score -3518904 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3519684.000000 Penalty: 3420.792236
	Iteration 3F: 3 clusters Score -3519684 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3520946.000000 Penalty: 3420.792236
	Iteration 4F: 3 clusters Score -3520946 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3522888.000000 Penalty: 3420.792236
	Iteration 5F: 3 clusters Score -3522888 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -3525458.000000 Penalty: 3420.792236
	Iteration 6F: 3 clusters Score -3525458 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3528211.500000 Penalty: 3420.792236
	Iteration 7F: 3 clusters Score -3528212 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -3530312.750000 Penalty: 3420.792236
	Iteration 8F: 3 clusters Score -3530313 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -3531319.000000 Penalty: 3420.792236
	Iteration 9Q: 3 clusters Score -3531319 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -3531750.500000 Penalty: 3420.792236
	Iteration 10Q: 3 clusters Score -3531750 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -3531921.250000 Penalty: 3420.792236
	Iteration 11Q: 3 clusters Score -3531921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -3531992.500000 Penalty: 3420.792236
	Iteration 12Q: 3 clusters Score -3531992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -3532037.250000 Penalty: 3420.792236
	Iteration 13Q: 3 clusters Score -3532037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -3532058.500000 Penalty: 3420.792236
	Iteration 14Q: 3 clusters Score -3532058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3532079.500000 Penalty: 3420.792236
	Iteration 15Q: 3 clusters Score -3532080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -3532085.250000 Penalty: 3420.792236
	Iteration 16Q: 3 clusters Score -3532085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -3532087.250000 Penalty: 3420.792236
	Iteration 17Q: 3 clusters Score -3532087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -3532088.500000 Penalty: 3420.792236
	Iteration 18Q: 3 clusters Score -3532088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3532088.000000 Penalty: 3420.792236
	Iteration 19Q: 3 clusters Score -3532088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3532088.000000 Penalty: 3420.792236
	Iteration 20F: 3 clusters Score -3532088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -35495.050781 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -35495.05 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 238 members 
Entering Unmasked Estep 
Score: -34527.792969 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -34527.79 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34707.031250 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -34707.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34772.519531 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -34772.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34800.300781 Penalty: 2005.802612
	Iteration 3Q: 3 clusters Score -34800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34832.832031 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -34832.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34848.148438 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -34848.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34875.453125 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -34875.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34918.027344 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -34918.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34958.683594 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -34958.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35000.609375 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -35000.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35036.882812 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -35036.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35064.554688 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -35064.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35080.328125 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -35080.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35108.011719 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -35108.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35136.082031 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -35136.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35137.746094 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -35137.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35137.746094 Penalty: 2005.802612
	Iteration 16F: 3 clusters Score -35137.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -476883.531250 Penalty: 1390.292114
	Iteration 0F: 2 clusters Score -476883.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -472806.812500 Penalty: 2780.584229
	Iteration 0F: 3 clusters Score -472806.8 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -473917.687500 Penalty: 2780.584229
	Iteration 1F: 3 clusters Score -473917.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -474122.531250 Penalty: 2780.584229
	Iteration 2F: 3 clusters Score -474122.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -474236.218750 Penalty: 2780.584229
	Iteration 3F: 3 clusters Score -474236.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -474302.843750 Penalty: 2780.584229
	Iteration 4Q: 3 clusters Score -474302.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -474366.625000 Penalty: 2780.584229
	Iteration 5Q: 3 clusters Score -474366.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -474422.281250 Penalty: 2780.584229
	Iteration 6Q: 3 clusters Score -474422.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -474482.250000 Penalty: 2780.584229
	Iteration 7Q: 3 clusters Score -474482.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -474548.156250 Penalty: 2780.584229
	Iteration 8Q: 3 clusters Score -474548.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -474601.437500 Penalty: 2780.584229
	Iteration 9Q: 3 clusters Score -474601.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -474654.593750 Penalty: 2780.584229
	Iteration 10Q: 3 clusters Score -474654.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -474696.906250 Penalty: 2780.584229
	Iteration 11Q: 3 clusters Score -474696.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -474735.781250 Penalty: 2780.584229
	Iteration 12Q: 3 clusters Score -474735.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -474770.312500 Penalty: 2780.584229
	Iteration 13Q: 3 clusters Score -474770.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -474793.656250 Penalty: 2780.584229
	Iteration 14Q: 3 clusters Score -474793.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -474818.531250 Penalty: 2780.584229
	Iteration 15Q: 3 clusters Score -474818.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -474847.500000 Penalty: 2780.584229
	Iteration 16Q: 3 clusters Score -474847.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -474883.437500 Penalty: 2780.584229
	Iteration 17Q: 3 clusters Score -474883.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -474927.093750 Penalty: 2780.584229
	Iteration 18Q: 3 clusters Score -474927.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -474965.593750 Penalty: 2780.584229
	Iteration 19Q: 3 clusters Score -474965.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -475007.593750 Penalty: 2780.584229
	Iteration 20F: 3 clusters Score -475007.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -475043.906250 Penalty: 2780.584229
	Iteration 21Q: 3 clusters Score -475043.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -475075.312500 Penalty: 2780.584229
	Iteration 22Q: 3 clusters Score -475075.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -475109.687500 Penalty: 2780.584229
	Iteration 23Q: 3 clusters Score -475109.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -475139.156250 Penalty: 2780.584229
	Iteration 24Q: 3 clusters Score -475139.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -475161.406250 Penalty: 2780.584229
	Iteration 25Q: 3 clusters Score -475161.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -475179.406250 Penalty: 2780.584229
	Iteration 26Q: 3 clusters Score -475179.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -475194.531250 Penalty: 2780.584229
	Iteration 27Q: 3 clusters Score -475194.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -475212.312500 Penalty: 2780.584229
	Iteration 28Q: 3 clusters Score -475212.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -475224.625000 Penalty: 2780.584229
	Iteration 29Q: 3 clusters Score -475224.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -475234.625000 Penalty: 2780.584229
	Iteration 30Q: 3 clusters Score -475234.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -475245.406250 Penalty: 2780.584229
	Iteration 31Q: 3 clusters Score -475245.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -475256.343750 Penalty: 2780.584229
	Iteration 32Q: 3 clusters Score -475256.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -475261.937500 Penalty: 2780.584229
	Iteration 33Q: 3 clusters Score -475261.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -475266.718750 Penalty: 2780.584229
	Iteration 34Q: 3 clusters Score -475266.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -475274.375000 Penalty: 2780.584229
	Iteration 35Q: 3 clusters Score -475274.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -475280.312500 Penalty: 2780.584229
	Iteration 36Q: 3 clusters Score -475280.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -475289.125000 Penalty: 2780.584229
	Iteration 37Q: 3 clusters Score -475289.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -475298.156250 Penalty: 2780.584229
	Iteration 38Q: 3 clusters Score -475298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -475306.406250 Penalty: 2780.584229
	Iteration 39Q: 3 clusters Score -475306.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -475316.000000 Penalty: 2780.584229
	Iteration 40F: 3 clusters Score -475316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -475326.500000 Penalty: 2780.584229
	Iteration 41Q: 3 clusters Score -475326.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -475336.062500 Penalty: 2780.584229
	Iteration 42Q: 3 clusters Score -475336.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -475347.312500 Penalty: 2780.584229
	Iteration 43Q: 3 clusters Score -475347.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -475364.156250 Penalty: 2780.584229
	Iteration 44Q: 3 clusters Score -475364.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -475383.875000 Penalty: 2780.584229
	Iteration 45Q: 3 clusters Score -475383.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -475412.125000 Penalty: 2780.584229
	Iteration 46Q: 3 clusters Score -475412.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -475447.968750 Penalty: 2780.584229
	Iteration 47Q: 3 clusters Score -475448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -475476.250000 Penalty: 2780.584229
	Iteration 48Q: 3 clusters Score -475476.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -475494.250000 Penalty: 2780.584229
	Iteration 49Q: 3 clusters Score -475494.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -475511.562500 Penalty: 2780.584229
	Iteration 50Q: 3 clusters Score -475511.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -475531.312500 Penalty: 2780.584229
	Iteration 51Q: 3 clusters Score -475531.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -475552.625000 Penalty: 2780.584229
	Iteration 52Q: 3 clusters Score -475552.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -475570.875000 Penalty: 2780.584229
	Iteration 53Q: 3 clusters Score -475570.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -475583.875000 Penalty: 2780.584229
	Iteration 54Q: 3 clusters Score -475583.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -475594.375000 Penalty: 2780.584229
	Iteration 55Q: 3 clusters Score -475594.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -475606.562500 Penalty: 2780.584229
	Iteration 56Q: 3 clusters Score -475606.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -475617.343750 Penalty: 2780.584229
	Iteration 57Q: 3 clusters Score -475617.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -475629.250000 Penalty: 2780.584229
	Iteration 58Q: 3 clusters Score -475629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -475637.656250 Penalty: 2780.584229
	Iteration 59Q: 3 clusters Score -475637.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -475650.281250 Penalty: 2780.584229
	Iteration 60F: 3 clusters Score -475650.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -475657.125000 Penalty: 2780.584229
	Iteration 61Q: 3 clusters Score -475657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -475660.093750 Penalty: 2780.584229
	Iteration 62Q: 3 clusters Score -475660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -475662.437500 Penalty: 2780.584229
	Iteration 63Q: 3 clusters Score -475662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -475669.156250 Penalty: 2780.584229
	Iteration 64Q: 3 clusters Score -475669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -475672.687500 Penalty: 2780.584229
	Iteration 65Q: 3 clusters Score -475672.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -475674.437500 Penalty: 2780.584229
	Iteration 66Q: 3 clusters Score -475674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -475676.531250 Penalty: 2780.584229
	Iteration 67Q: 3 clusters Score -475676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -475678.562500 Penalty: 2780.584229
	Iteration 68Q: 3 clusters Score -475678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -475680.375000 Penalty: 2780.584229
	Iteration 69Q: 3 clusters Score -475680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -475682.312500 Penalty: 2780.584229
	Iteration 70Q: 3 clusters Score -475682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -475682.406250 Penalty: 2780.584229
	Iteration 71Q: 3 clusters Score -475682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -475683.093750 Penalty: 2780.584229
	Iteration 72Q: 3 clusters Score -475683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -475683.500000 Penalty: 2780.584229
	Iteration 73Q: 3 clusters Score -475683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -475686.875000 Penalty: 2780.584229
	Iteration 74Q: 3 clusters Score -475686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -475689.125000 Penalty: 2780.584229
	Iteration 75Q: 3 clusters Score -475689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -475692.593750 Penalty: 2780.584229
	Iteration 76Q: 3 clusters Score -475692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -475692.968750 Penalty: 2780.584229
	Iteration 77Q: 3 clusters Score -475693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -475694.718750 Penalty: 2780.584229
	Iteration 78Q: 3 clusters Score -475694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -475696.437500 Penalty: 2780.584229
	Iteration 79Q: 3 clusters Score -475696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -475696.031250 Penalty: 2780.584229
	Iteration 80F: 3 clusters Score -475696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -475696.750000 Penalty: 2780.584229
	Iteration 81Q: 3 clusters Score -475696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -475697.031250 Penalty: 2780.584229
	Iteration 82Q: 3 clusters Score -475697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -475698.187500 Penalty: 2780.584229
	Iteration 83Q: 3 clusters Score -475698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -475697.843750 Penalty: 2780.584229
	Iteration 84Q: 3 clusters Score -475697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -475697.843750 Penalty: 2780.584229
	Iteration 85F: 3 clusters Score -475697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -176575.500000 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -176575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -174404.609375 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -174404.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -174937.921875 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -174937.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -175074.390625 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -175074.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -175148.140625 Penalty: 2494.099609
	Iteration 3Q: 3 clusters Score -175148.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -175201.468750 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -175201.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -175231.437500 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -175231.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -175251.203125 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -175251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -175271.921875 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -175271.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -175287.312500 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -175287.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -175297.421875 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -175297.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -175306.125000 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -175306.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -175321.609375 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -175321.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -175341.000000 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -175341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -175358.343750 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -175358.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -175375.750000 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -175375.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -175389.578125 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -175389.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -175397.500000 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -175397.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -175406.343750 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -175406.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -175412.828125 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -175412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -175417.218750 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -175417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -175421.234375 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -175421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -175425.000000 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -175425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -175428.640625 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -175428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -175432.437500 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -175432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -175433.953125 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -175434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -175436.093750 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -175436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -175438.468750 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -175438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -175441.593750 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -175441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -175445.531250 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -175445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -175447.656250 Penalty: 2494.099609
	Iteration 29Q: 3 clusters Score -175447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -175448.843750 Penalty: 2494.099609
	Iteration 30Q: 3 clusters Score -175448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -175450.031250 Penalty: 2494.099609
	Iteration 31Q: 3 clusters Score -175450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -175450.546875 Penalty: 2494.099609
	Iteration 32Q: 3 clusters Score -175450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -175451.750000 Penalty: 2494.099609
	Iteration 33Q: 3 clusters Score -175451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -175455.171875 Penalty: 2494.099609
	Iteration 34Q: 3 clusters Score -175455.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -175457.968750 Penalty: 2494.099609
	Iteration 35Q: 3 clusters Score -175458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -175462.000000 Penalty: 2494.099609
	Iteration 36Q: 3 clusters Score -175462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -175465.890625 Penalty: 2494.099609
	Iteration 37Q: 3 clusters Score -175465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -175471.078125 Penalty: 2494.099609
	Iteration 38Q: 3 clusters Score -175471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -175474.984375 Penalty: 2494.099609
	Iteration 39Q: 3 clusters Score -175475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -175478.437500 Penalty: 2494.099609
	Iteration 40F: 3 clusters Score -175478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -175481.125000 Penalty: 2494.099609
	Iteration 41Q: 3 clusters Score -175481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -175483.718750 Penalty: 2494.099609
	Iteration 42Q: 3 clusters Score -175483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -175489.250000 Penalty: 2494.099609
	Iteration 43Q: 3 clusters Score -175489.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -175498.390625 Penalty: 2494.099609
	Iteration 44Q: 3 clusters Score -175498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -175505.062500 Penalty: 2494.099609
	Iteration 45Q: 3 clusters Score -175505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -175509.703125 Penalty: 2494.099609
	Iteration 46Q: 3 clusters Score -175509.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -175514.359375 Penalty: 2494.099609
	Iteration 47Q: 3 clusters Score -175514.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -175520.625000 Penalty: 2494.099609
	Iteration 48Q: 3 clusters Score -175520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -175526.078125 Penalty: 2494.099609
	Iteration 49Q: 3 clusters Score -175526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -175530.343750 Penalty: 2494.099609
	Iteration 50Q: 3 clusters Score -175530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -175534.453125 Penalty: 2494.099609
	Iteration 51Q: 3 clusters Score -175534.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -175542.234375 Penalty: 2494.099609
	Iteration 52Q: 3 clusters Score -175542.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -175550.375000 Penalty: 2494.099609
	Iteration 53Q: 3 clusters Score -175550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -175559.703125 Penalty: 2494.099609
	Iteration 54Q: 3 clusters Score -175559.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -175570.609375 Penalty: 2494.099609
	Iteration 55Q: 3 clusters Score -175570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -175575.562500 Penalty: 2494.099609
	Iteration 56Q: 3 clusters Score -175575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -175579.203125 Penalty: 2494.099609
	Iteration 57Q: 3 clusters Score -175579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -175583.000000 Penalty: 2494.099609
	Iteration 58Q: 3 clusters Score -175583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -175585.843750 Penalty: 2494.099609
	Iteration 59Q: 3 clusters Score -175585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -175586.968750 Penalty: 2494.099609
	Iteration 60F: 3 clusters Score -175587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -175588.562500 Penalty: 2494.099609
	Iteration 61Q: 3 clusters Score -175588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -175589.921875 Penalty: 2494.099609
	Iteration 62Q: 3 clusters Score -175589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -175591.484375 Penalty: 2494.099609
	Iteration 63Q: 3 clusters Score -175591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -175592.062500 Penalty: 2494.099609
	Iteration 64Q: 3 clusters Score -175592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -175592.281250 Penalty: 2494.099609
	Iteration 65Q: 3 clusters Score -175592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -175594.296875 Penalty: 2494.099609
	Iteration 66Q: 3 clusters Score -175594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -175597.453125 Penalty: 2494.099609
	Iteration 67Q: 3 clusters Score -175597.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -175599.203125 Penalty: 2494.099609
	Iteration 68Q: 3 clusters Score -175599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -175602.890625 Penalty: 2494.099609
	Iteration 69Q: 3 clusters Score -175602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -175606.796875 Penalty: 2494.099609
	Iteration 70Q: 3 clusters Score -175606.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -175613.515625 Penalty: 2494.099609
	Iteration 71Q: 3 clusters Score -175613.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -175620.796875 Penalty: 2494.099609
	Iteration 72Q: 3 clusters Score -175620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -175624.640625 Penalty: 2494.099609
	Iteration 73Q: 3 clusters Score -175624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -175627.375000 Penalty: 2494.099609
	Iteration 74Q: 3 clusters Score -175627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -175629.984375 Penalty: 2494.099609
	Iteration 75Q: 3 clusters Score -175630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -175633.000000 Penalty: 2494.099609
	Iteration 76Q: 3 clusters Score -175633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -175635.312500 Penalty: 2494.099609
	Iteration 77Q: 3 clusters Score -175635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -175636.218750 Penalty: 2494.099609
	Iteration 78Q: 3 clusters Score -175636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -175636.343750 Penalty: 2494.099609
	Iteration 79Q: 3 clusters Score -175636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -175638.015625 Penalty: 2494.099609
	Iteration 80F: 3 clusters Score -175638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -175643.796875 Penalty: 2494.099609
	Iteration 81Q: 3 clusters Score -175643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -175647.546875 Penalty: 2494.099609
	Iteration 82Q: 3 clusters Score -175647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -175649.796875 Penalty: 2494.099609
	Iteration 83Q: 3 clusters Score -175649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -175651.687500 Penalty: 2494.099609
	Iteration 84Q: 3 clusters Score -175651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -175652.296875 Penalty: 2494.099609
	Iteration 85Q: 3 clusters Score -175652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -175652.296875 Penalty: 2494.099609
	Iteration 86F: 3 clusters Score -175652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -18407.251953 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -18407.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17626.927734 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -17626.93 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17995.261719 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -17995.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18094.425781 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -18094.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18156.521484 Penalty: 1945.596924
	Iteration 3Q: 3 clusters Score -18156.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18206.718750 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -18206.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18243.085938 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -18243.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18256.337891 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -18256.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18256.337891 Penalty: 1945.596924
	Iteration 7F: 3 clusters Score -18256.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Entering Unmasked Estep 
Score: -938715.125000 Penalty: 1495.030640
	Iteration 0F: 2 clusters Score -938715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -931659.312500 Penalty: 2990.061279
	Iteration 0F: 3 clusters Score -931659.3 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -933963.875000 Penalty: 2990.061279
	Iteration 1F: 3 clusters Score -933963.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -934203.000000 Penalty: 2990.061279
	Iteration 2F: 3 clusters Score -934203 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -934383.500000 Penalty: 2990.061279
	Iteration 3Q: 3 clusters Score -934383.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -934522.625000 Penalty: 2990.061279
	Iteration 4Q: 3 clusters Score -934522.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -934668.062500 Penalty: 2990.061279
	Iteration 5Q: 3 clusters Score -934668.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -934820.312500 Penalty: 2990.061279
	Iteration 6Q: 3 clusters Score -934820.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -935016.000000 Penalty: 2990.061279
	Iteration 7Q: 3 clusters Score -935016 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -935268.000000 Penalty: 2990.061279
	Iteration 8Q: 3 clusters Score -935268 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -935569.875000 Penalty: 2990.061279
	Iteration 9Q: 3 clusters Score -935569.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -935936.625000 Penalty: 2990.061279
	Iteration 10F: 3 clusters Score -935936.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -936337.312500 Penalty: 2990.061279
	Iteration 11F: 3 clusters Score -936337.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -936766.437500 Penalty: 2990.061279
	Iteration 12Q: 3 clusters Score -936766.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -937095.437500 Penalty: 2990.061279
	Iteration 13Q: 3 clusters Score -937095.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -937246.000000 Penalty: 2990.061279
	Iteration 14Q: 3 clusters Score -937246 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -937347.625000 Penalty: 2990.061279
	Iteration 15Q: 3 clusters Score -937347.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -937407.875000 Penalty: 2990.061279
	Iteration 16Q: 3 clusters Score -937407.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -937454.687500 Penalty: 2990.061279
	Iteration 17Q: 3 clusters Score -937454.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -937491.750000 Penalty: 2990.061279
	Iteration 18Q: 3 clusters Score -937491.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -937514.937500 Penalty: 2990.061279
	Iteration 19Q: 3 clusters Score -937514.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -937529.187500 Penalty: 2990.061279
	Iteration 20F: 3 clusters Score -937529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -937534.062500 Penalty: 2990.061279
	Iteration 21Q: 3 clusters Score -937534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -937542.187500 Penalty: 2990.061279
	Iteration 22Q: 3 clusters Score -937542.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -937545.750000 Penalty: 2990.061279
	Iteration 23Q: 3 clusters Score -937545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -937546.625000 Penalty: 2990.061279
	Iteration 24Q: 3 clusters Score -937546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -937547.312500 Penalty: 2990.061279
	Iteration 25Q: 3 clusters Score -937547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -937548.562500 Penalty: 2990.061279
	Iteration 26Q: 3 clusters Score -937548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -937548.562500 Penalty: 2990.061279
	Iteration 27F: 3 clusters Score -937548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Entering Unmasked Estep 
Score: -3666076.000000 Penalty: 1716.365601
	Iteration 0F: 2 clusters Score -3666076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3640006.000000 Penalty: 3432.731201
	Iteration 0F: 3 clusters Score -3640006 nChanged 18043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3650184.750000 Penalty: 3432.731201
	Iteration 1F: 3 clusters Score -3650185 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3650617.750000 Penalty: 3432.731201
	Iteration 2Q: 3 clusters Score -3650618 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3651066.250000 Penalty: 3432.731201
	Iteration 3Q: 3 clusters Score -3651066 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3651673.250000 Penalty: 3432.731201
	Iteration 4Q: 3 clusters Score -3651673 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3652544.000000 Penalty: 3432.731201
	Iteration 5Q: 3 clusters Score -3652544 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3653838.500000 Penalty: 3432.731201
	Iteration 6F: 3 clusters Score -3653838 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3655555.500000 Penalty: 3432.731201
	Iteration 7F: 3 clusters Score -3655556 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3657769.750000 Penalty: 3432.731201
	Iteration 8F: 3 clusters Score -3657770 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3659953.250000 Penalty: 3432.731201
	Iteration 9F: 3 clusters Score -3659953 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3661385.250000 Penalty: 3432.731201
	Iteration 10F: 3 clusters Score -3661385 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3662028.500000 Penalty: 3432.731201
	Iteration 11Q: 3 clusters Score -3662028 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3662343.000000 Penalty: 3432.731201
	Iteration 12Q: 3 clusters Score -3662343 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3662569.500000 Penalty: 3432.731201
	Iteration 13Q: 3 clusters Score -3662570 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3662727.750000 Penalty: 3432.731201
	Iteration 14Q: 3 clusters Score -3662728 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3662870.750000 Penalty: 3432.731201
	Iteration 15Q: 3 clusters Score -3662871 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3662995.000000 Penalty: 3432.731201
	Iteration 16Q: 3 clusters Score -3662995 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3663093.750000 Penalty: 3432.731201
	Iteration 17Q: 3 clusters Score -3663094 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3663198.500000 Penalty: 3432.731201
	Iteration 18Q: 3 clusters Score -3663198 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3663291.500000 Penalty: 3432.731201
	Iteration 19Q: 3 clusters Score -3663292 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3663346.000000 Penalty: 3432.731201
	Iteration 20F: 3 clusters Score -3663346 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3663425.250000 Penalty: 3432.731201
	Iteration 21Q: 3 clusters Score -3663425 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -3663478.750000 Penalty: 3432.731201
	Iteration 22Q: 3 clusters Score -3663479 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3663531.250000 Penalty: 3432.731201
	Iteration 23Q: 3 clusters Score -3663531 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3663592.500000 Penalty: 3432.731201
	Iteration 24Q: 3 clusters Score -3663592 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3663638.250000 Penalty: 3432.731201
	Iteration 25Q: 3 clusters Score -3663638 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3663669.000000 Penalty: 3432.731201
	Iteration 26Q: 3 clusters Score -3663669 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3663713.250000 Penalty: 3432.731201
	Iteration 27Q: 3 clusters Score -3663713 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3663743.500000 Penalty: 3432.731201
	Iteration 28Q: 3 clusters Score -3663744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3663785.250000 Penalty: 3432.731201
	Iteration 29Q: 3 clusters Score -3663785 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -3663828.500000 Penalty: 3432.731201
	Iteration 30Q: 3 clusters Score -3663828 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3663884.500000 Penalty: 3432.731201
	Iteration 31Q: 3 clusters Score -3663884 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3663920.000000 Penalty: 3432.731201
	Iteration 32Q: 3 clusters Score -3663920 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3663955.000000 Penalty: 3432.731201
	Iteration 33Q: 3 clusters Score -3663955 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -3664002.000000 Penalty: 3432.731201
	Iteration 34Q: 3 clusters Score -3664002 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3664021.750000 Penalty: 3432.731201
	Iteration 35Q: 3 clusters Score -3664022 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3664063.500000 Penalty: 3432.731201
	Iteration 36Q: 3 clusters Score -3664064 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -3664103.500000 Penalty: 3432.731201
	Iteration 37Q: 3 clusters Score -3664104 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -3664142.000000 Penalty: 3432.731201
	Iteration 38Q: 3 clusters Score -3664142 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -3664163.000000 Penalty: 3432.731201
	Iteration 39Q: 3 clusters Score -3664163 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -3664207.250000 Penalty: 3432.731201
	Iteration 40F: 3 clusters Score -3664207 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -3664240.250000 Penalty: 3432.731201
	Iteration 41Q: 3 clusters Score -3664240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -3664270.250000 Penalty: 3432.731201
	Iteration 42Q: 3 clusters Score -3664270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -3664302.750000 Penalty: 3432.731201
	Iteration 43Q: 3 clusters Score -3664303 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -3664320.500000 Penalty: 3432.731201
	Iteration 44Q: 3 clusters Score -3664320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -3664351.000000 Penalty: 3432.731201
	Iteration 45Q: 3 clusters Score -3664351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -3664370.750000 Penalty: 3432.731201
	Iteration 46Q: 3 clusters Score -3664371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -3664393.250000 Penalty: 3432.731201
	Iteration 47Q: 3 clusters Score -3664393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -3664416.250000 Penalty: 3432.731201
	Iteration 48Q: 3 clusters Score -3664416 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3664439.750000 Penalty: 3432.731201
	Iteration 49Q: 3 clusters Score -3664440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -3664468.250000 Penalty: 3432.731201
	Iteration 50Q: 3 clusters Score -3664468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -3664493.750000 Penalty: 3432.731201
	Iteration 51Q: 3 clusters Score -3664494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3664506.750000 Penalty: 3432.731201
	Iteration 52Q: 3 clusters Score -3664507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -3664530.250000 Penalty: 3432.731201
	Iteration 53Q: 3 clusters Score -3664530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -3664558.000000 Penalty: 3432.731201
	Iteration 54Q: 3 clusters Score -3664558 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -3664581.250000 Penalty: 3432.731201
	Iteration 55Q: 3 clusters Score -3664581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -3664606.000000 Penalty: 3432.731201
	Iteration 56Q: 3 clusters Score -3664606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -3664622.000000 Penalty: 3432.731201
	Iteration 57Q: 3 clusters Score -3664622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3664637.750000 Penalty: 3432.731201
	Iteration 58Q: 3 clusters Score -3664638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -3664645.000000 Penalty: 3432.731201
	Iteration 59Q: 3 clusters Score -3664645 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -3664664.000000 Penalty: 3432.731201
	Iteration 60F: 3 clusters Score -3664664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -3664683.250000 Penalty: 3432.731201
	Iteration 61Q: 3 clusters Score -3664683 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -3664686.750000 Penalty: 3432.731201
	Iteration 62Q: 3 clusters Score -3664687 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -3664705.500000 Penalty: 3432.731201
	Iteration 63Q: 3 clusters Score -3664706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -3664721.250000 Penalty: 3432.731201
	Iteration 64Q: 3 clusters Score -3664721 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -3664717.500000 Penalty: 3432.731201
	Iteration 65Q: 3 clusters Score -3664718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -3664725.750000 Penalty: 3432.731201
	Iteration 66Q: 3 clusters Score -3664726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -3664737.750000 Penalty: 3432.731201
	Iteration 67Q: 3 clusters Score -3664738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -3664749.250000 Penalty: 3432.731201
	Iteration 68Q: 3 clusters Score -3664749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -3664762.500000 Penalty: 3432.731201
	Iteration 69Q: 3 clusters Score -3664762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -3664775.750000 Penalty: 3432.731201
	Iteration 70Q: 3 clusters Score -3664776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -3664791.750000 Penalty: 3432.731201
	Iteration 71Q: 3 clusters Score -3664792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -3664806.750000 Penalty: 3432.731201
	Iteration 72Q: 3 clusters Score -3664807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -3664817.500000 Penalty: 3432.731201
	Iteration 73Q: 3 clusters Score -3664818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -3664820.000000 Penalty: 3432.731201
	Iteration 74Q: 3 clusters Score -3664820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3664828.500000 Penalty: 3432.731201
	Iteration 75Q: 3 clusters Score -3664828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -3664842.750000 Penalty: 3432.731201
	Iteration 76Q: 3 clusters Score -3664843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -3664847.000000 Penalty: 3432.731201
	Iteration 77Q: 3 clusters Score -3664847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -3664853.750000 Penalty: 3432.731201
	Iteration 78Q: 3 clusters Score -3664854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -3664857.500000 Penalty: 3432.731201
	Iteration 79Q: 3 clusters Score -3664858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -3664857.250000 Penalty: 3432.731201
	Iteration 80F: 3 clusters Score -3664857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -3664857.000000 Penalty: 3432.731201
	Iteration 81Q: 3 clusters Score -3664857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -3664858.500000 Penalty: 3432.731201
	Iteration 82Q: 3 clusters Score -3664858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -3664863.250000 Penalty: 3432.731201
	Iteration 83Q: 3 clusters Score -3664863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -3664865.750000 Penalty: 3432.731201
	Iteration 84Q: 3 clusters Score -3664866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -3664867.750000 Penalty: 3432.731201
	Iteration 85Q: 3 clusters Score -3664868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -3664867.250000 Penalty: 3432.731201
	Iteration 86Q: 3 clusters Score -3664867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -3664861.250000 Penalty: 3432.731201
	Iteration 87Q: 3 clusters Score -3664861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -3664865.500000 Penalty: 3432.731201
	Iteration 88Q: 3 clusters Score -3664866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -3664863.500000 Penalty: 3432.731201
	Iteration 89Q: 3 clusters Score -3664864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -3664861.500000 Penalty: 3432.731201
	Iteration 90Q: 3 clusters Score -3664862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -3664862.500000 Penalty: 3432.731201
	Iteration 91Q: 3 clusters Score -3664862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -3664866.750000 Penalty: 3432.731201
	Iteration 92Q: 3 clusters Score -3664867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -3664871.250000 Penalty: 3432.731201
	Iteration 93Q: 3 clusters Score -3664871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3664869.250000 Penalty: 3432.731201
	Iteration 94Q: 3 clusters Score -3664869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -3664876.750000 Penalty: 3432.731201
	Iteration 95Q: 3 clusters Score -3664877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -3664876.250000 Penalty: 3432.731201
	Iteration 96Q: 3 clusters Score -3664876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -3664874.250000 Penalty: 3432.731201
	Iteration 97Q: 3 clusters Score -3664874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -3664876.500000 Penalty: 3432.731201
	Iteration 98Q: 3 clusters Score -3664876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -3664876.000000 Penalty: 3432.731201
	Iteration 99Q: 3 clusters Score -3664876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -3664880.750000 Penalty: 3432.731201
	Iteration 100F: 3 clusters Score -3664881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -3664889.000000 Penalty: 3432.731201
	Iteration 101Q: 3 clusters Score -3664889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -3664887.000000 Penalty: 3432.731201
	Iteration 102Q: 3 clusters Score -3664887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -3664899.750000 Penalty: 3432.731201
	Iteration 103Q: 3 clusters Score -3664900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -3664905.750000 Penalty: 3432.731201
	Iteration 104Q: 3 clusters Score -3664906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3664897.000000 Penalty: 3432.731201
	Iteration 105Q: 3 clusters Score -3664897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -3664898.250000 Penalty: 3432.731201
	Iteration 106Q: 3 clusters Score -3664898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -3664898.750000 Penalty: 3432.731201
	Iteration 107Q: 3 clusters Score -3664899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -3664907.000000 Penalty: 3432.731201
	Iteration 108Q: 3 clusters Score -3664907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -3664904.000000 Penalty: 3432.731201
	Iteration 109Q: 3 clusters Score -3664904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -3664904.000000 Penalty: 3432.731201
	Iteration 110Q: 3 clusters Score -3664904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -3664905.750000 Penalty: 3432.731201
	Iteration 111Q: 3 clusters Score -3664906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -3664906.250000 Penalty: 3432.731201
	Iteration 112Q: 3 clusters Score -3664906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -3664907.500000 Penalty: 3432.731201
	Iteration 113Q: 3 clusters Score -3664908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -3664907.500000 Penalty: 3432.731201
	Iteration 114F: 3 clusters Score -3664908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -77479.062500 Penalty: 1108.783936
	Iteration 0F: 2 clusters Score -77479.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76096.554688 Penalty: 2217.567871
	Iteration 0F: 3 clusters Score -76096.55 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76342.726562 Penalty: 2217.567871
	Iteration 1F: 3 clusters Score -76342.73 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76445.265625 Penalty: 2217.567871
	Iteration 2F: 3 clusters Score -76445.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76510.937500 Penalty: 2217.567871
	Iteration 3F: 3 clusters Score -76510.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76551.742188 Penalty: 2217.567871
	Iteration 4Q: 3 clusters Score -76551.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76579.953125 Penalty: 2217.567871
	Iteration 5Q: 3 clusters Score -76579.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76594.851562 Penalty: 2217.567871
	Iteration 6Q: 3 clusters Score -76594.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76605.039062 Penalty: 2217.567871
	Iteration 7Q: 3 clusters Score -76605.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76613.429688 Penalty: 2217.567871
	Iteration 8Q: 3 clusters Score -76613.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76629.742188 Penalty: 2217.567871
	Iteration 9Q: 3 clusters Score -76629.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76651.976562 Penalty: 2217.567871
	Iteration 10Q: 3 clusters Score -76651.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76660.921875 Penalty: 2217.567871
	Iteration 11Q: 3 clusters Score -76660.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76666.632812 Penalty: 2217.567871
	Iteration 12Q: 3 clusters Score -76666.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76673.281250 Penalty: 2217.567871
	Iteration 13Q: 3 clusters Score -76673.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76681.429688 Penalty: 2217.567871
	Iteration 14Q: 3 clusters Score -76681.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76687.859375 Penalty: 2217.567871
	Iteration 15Q: 3 clusters Score -76687.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76692.890625 Penalty: 2217.567871
	Iteration 16Q: 3 clusters Score -76692.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76696.710938 Penalty: 2217.567871
	Iteration 17Q: 3 clusters Score -76696.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76700.085938 Penalty: 2217.567871
	Iteration 18Q: 3 clusters Score -76700.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76701.195312 Penalty: 2217.567871
	Iteration 19Q: 3 clusters Score -76701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76701.195312 Penalty: 2217.567871
	Iteration 20F: 3 clusters Score -76701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Entering Unmasked Estep 
Score: -1760632.500000 Penalty: 1603.653564
	Iteration 0F: 2 clusters Score -1760632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1747412.250000 Penalty: 3207.307129
	Iteration 0F: 3 clusters Score -1747412 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1752156.500000 Penalty: 3207.307129
	Iteration 1F: 3 clusters Score -1752156 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1752460.000000 Penalty: 3207.307129
	Iteration 2Q: 3 clusters Score -1752460 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1752725.125000 Penalty: 3207.307129
	Iteration 3Q: 3 clusters Score -1752725 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1752980.500000 Penalty: 3207.307129
	Iteration 4Q: 3 clusters Score -1752980 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1753285.000000 Penalty: 3207.307129
	Iteration 5Q: 3 clusters Score -1753285 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1753645.000000 Penalty: 3207.307129
	Iteration 6Q: 3 clusters Score -1753645 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1754110.625000 Penalty: 3207.307129
	Iteration 7Q: 3 clusters Score -1754111 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1754766.375000 Penalty: 3207.307129
	Iteration 8F: 3 clusters Score -1754766 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1755648.875000 Penalty: 3207.307129
	Iteration 9F: 3 clusters Score -1755649 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1756726.375000 Penalty: 3207.307129
	Iteration 10F: 3 clusters Score -1756726 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1757759.750000 Penalty: 3207.307129
	Iteration 11F: 3 clusters Score -1757760 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1758509.500000 Penalty: 3207.307129
	Iteration 12Q: 3 clusters Score -1758510 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1758874.875000 Penalty: 3207.307129
	Iteration 13Q: 3 clusters Score -1758875 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1759028.500000 Penalty: 3207.307129
	Iteration 14Q: 3 clusters Score -1759028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1759118.375000 Penalty: 3207.307129
	Iteration 15Q: 3 clusters Score -1759118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1759183.875000 Penalty: 3207.307129
	Iteration 16Q: 3 clusters Score -1759184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1759207.375000 Penalty: 3207.307129
	Iteration 17Q: 3 clusters Score -1759207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1759229.250000 Penalty: 3207.307129
	Iteration 18Q: 3 clusters Score -1759229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1759242.125000 Penalty: 3207.307129
	Iteration 19Q: 3 clusters Score -1759242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1759253.250000 Penalty: 3207.307129
	Iteration 20F: 3 clusters Score -1759253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1759262.625000 Penalty: 3207.307129
	Iteration 21Q: 3 clusters Score -1759263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1759266.500000 Penalty: 3207.307129
	Iteration 22Q: 3 clusters Score -1759266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1759266.750000 Penalty: 3207.307129
	Iteration 23Q: 3 clusters Score -1759267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1759266.750000 Penalty: 3207.307129
	Iteration 24F: 3 clusters Score -1759267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Entering Unmasked Estep 
Score: -6102274.000000 Penalty: 1799.151855
	Iteration 0F: 2 clusters Score -6102274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -6059353.500000 Penalty: 3598.303711
	Iteration 0F: 3 clusters Score -6059354 nChanged 30335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -6076669.500000 Penalty: 3598.303711
	Iteration 1F: 3 clusters Score -6076670 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -6077301.000000 Penalty: 3598.303711
	Iteration 2Q: 3 clusters Score -6077301 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -6078191.500000 Penalty: 3598.303711
	Iteration 3Q: 3 clusters Score -6078192 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -6079720.500000 Penalty: 3598.303711
	Iteration 4Q: 3 clusters Score -6079720 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6081986.500000 Penalty: 3598.303711
	Iteration 5F: 3 clusters Score -6081986 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -6085360.500000 Penalty: 3598.303711
	Iteration 6F: 3 clusters Score -6085360 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -6089973.500000 Penalty: 3598.303711
	Iteration 7F: 3 clusters Score -6089974 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -6094693.000000 Penalty: 3598.303711
	Iteration 8F: 3 clusters Score -6094693 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6098103.000000 Penalty: 3598.303711
	Iteration 9F: 3 clusters Score -6098103 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6099674.000000 Penalty: 3598.303711
	Iteration 10Q: 3 clusters Score -6099674 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6100289.000000 Penalty: 3598.303711
	Iteration 11Q: 3 clusters Score -6100289 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6100499.500000 Penalty: 3598.303711
	Iteration 12Q: 3 clusters Score -6100500 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6100579.500000 Penalty: 3598.303711
	Iteration 13Q: 3 clusters Score -6100580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6100637.500000 Penalty: 3598.303711
	Iteration 14Q: 3 clusters Score -6100638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6100663.000000 Penalty: 3598.303711
	Iteration 15Q: 3 clusters Score -6100663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6100666.500000 Penalty: 3598.303711
	Iteration 16Q: 3 clusters Score -6100666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6100673.000000 Penalty: 3598.303711
	Iteration 17Q: 3 clusters Score -6100673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6100675.500000 Penalty: 3598.303711
	Iteration 18Q: 3 clusters Score -6100676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6100689.000000 Penalty: 3598.303711
	Iteration 19Q: 3 clusters Score -6100689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6100687.000000 Penalty: 3598.303711
	Iteration 20F: 3 clusters Score -6100687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6100688.500000 Penalty: 3598.303711
	Iteration 21Q: 3 clusters Score -6100688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6100692.000000 Penalty: 3598.303711
	Iteration 22Q: 3 clusters Score -6100692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6100692.000000 Penalty: 3598.303711
	Iteration 23F: 3 clusters Score -6100692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9517.103516 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -9517.104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8948.350586 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -8948.351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9078.688477 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -9078.688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9149.137695 Penalty: 1667.217041
	Iteration 2F: 3 clusters Score -9149.138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9179.311523 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -9179.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9180.419922 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -9180.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9189.376953 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -9189.377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9189.376953 Penalty: 1667.217041
	Iteration 6F: 3 clusters Score -9189.377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Entering Unmasked Estep 
Score: -5111083.000000 Penalty: 1770.584595
	Iteration 0F: 2 clusters Score -5111083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -5075064.500000 Penalty: 3541.169189
	Iteration 0F: 3 clusters Score -5075064 nChanged 25296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -5089551.500000 Penalty: 3541.169189
	Iteration 1F: 3 clusters Score -5089552 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -5090219.500000 Penalty: 3541.169189
	Iteration 2Q: 3 clusters Score -5090220 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -5091101.000000 Penalty: 3541.169189
	Iteration 3Q: 3 clusters Score -5091101 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -5092267.000000 Penalty: 3541.169189
	Iteration 4Q: 3 clusters Score -5092267 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -5094027.500000 Penalty: 3541.169189
	Iteration 5F: 3 clusters Score -5094028 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -5096307.500000 Penalty: 3541.169189
	Iteration 6F: 3 clusters Score -5096308 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5098852.500000 Penalty: 3541.169189
	Iteration 7F: 3 clusters Score -5098852 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5100823.500000 Penalty: 3541.169189
	Iteration 8F: 3 clusters Score -5100824 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -5102031.000000 Penalty: 3541.169189
	Iteration 9Q: 3 clusters Score -5102031 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -5102617.000000 Penalty: 3541.169189
	Iteration 10Q: 3 clusters Score -5102617 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5102940.500000 Penalty: 3541.169189
	Iteration 11Q: 3 clusters Score -5102940 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5103241.500000 Penalty: 3541.169189
	Iteration 12Q: 3 clusters Score -5103242 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5103511.000000 Penalty: 3541.169189
	Iteration 13Q: 3 clusters Score -5103511 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -5103757.000000 Penalty: 3541.169189
	Iteration 14Q: 3 clusters Score -5103757 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5104039.000000 Penalty: 3541.169189
	Iteration 15Q: 3 clusters Score -5104039 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -5104281.000000 Penalty: 3541.169189
	Iteration 16Q: 3 clusters Score -5104281 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5104518.500000 Penalty: 3541.169189
	Iteration 17Q: 3 clusters Score -5104518 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5104781.000000 Penalty: 3541.169189
	Iteration 18Q: 3 clusters Score -5104781 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5105074.000000 Penalty: 3541.169189
	Iteration 19Q: 3 clusters Score -5105074 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5105415.500000 Penalty: 3541.169189
	Iteration 20F: 3 clusters Score -5105416 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -5105735.500000 Penalty: 3541.169189
	Iteration 21Q: 3 clusters Score -5105736 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -5106115.500000 Penalty: 3541.169189
	Iteration 22Q: 3 clusters Score -5106116 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -5106514.000000 Penalty: 3541.169189
	Iteration 23Q: 3 clusters Score -5106514 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -5106996.000000 Penalty: 3541.169189
	Iteration 24Q: 3 clusters Score -5106996 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -5107386.000000 Penalty: 3541.169189
	Iteration 25Q: 3 clusters Score -5107386 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -5107779.500000 Penalty: 3541.169189
	Iteration 26Q: 3 clusters Score -5107780 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -5108114.000000 Penalty: 3541.169189
	Iteration 27Q: 3 clusters Score -5108114 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -5108461.500000 Penalty: 3541.169189
	Iteration 28Q: 3 clusters Score -5108462 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -5108754.500000 Penalty: 3541.169189
	Iteration 29Q: 3 clusters Score -5108754 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -5108985.500000 Penalty: 3541.169189
	Iteration 30Q: 3 clusters Score -5108986 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -5109110.000000 Penalty: 3541.169189
	Iteration 31Q: 3 clusters Score -5109110 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -5109213.500000 Penalty: 3541.169189
	Iteration 32Q: 3 clusters Score -5109214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -5109289.500000 Penalty: 3541.169189
	Iteration 33Q: 3 clusters Score -5109290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -5109358.000000 Penalty: 3541.169189
	Iteration 34Q: 3 clusters Score -5109358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -5109409.500000 Penalty: 3541.169189
	Iteration 35Q: 3 clusters Score -5109410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -5109438.000000 Penalty: 3541.169189
	Iteration 36Q: 3 clusters Score -5109438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -5109457.500000 Penalty: 3541.169189
	Iteration 37Q: 3 clusters Score -5109458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -5109474.500000 Penalty: 3541.169189
	Iteration 38Q: 3 clusters Score -5109474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -5109486.000000 Penalty: 3541.169189
	Iteration 39Q: 3 clusters Score -5109486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -5109497.500000 Penalty: 3541.169189
	Iteration 40F: 3 clusters Score -5109498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -5109510.500000 Penalty: 3541.169189
	Iteration 41Q: 3 clusters Score -5109510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -5109521.500000 Penalty: 3541.169189
	Iteration 42Q: 3 clusters Score -5109522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -5109528.500000 Penalty: 3541.169189
	Iteration 43Q: 3 clusters Score -5109528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -5109537.000000 Penalty: 3541.169189
	Iteration 44Q: 3 clusters Score -5109537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -5109540.500000 Penalty: 3541.169189
	Iteration 45Q: 3 clusters Score -5109540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -5109546.500000 Penalty: 3541.169189
	Iteration 46Q: 3 clusters Score -5109546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -5109548.500000 Penalty: 3541.169189
	Iteration 47Q: 3 clusters Score -5109548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -5109558.500000 Penalty: 3541.169189
	Iteration 48Q: 3 clusters Score -5109558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -5109557.000000 Penalty: 3541.169189
	Iteration 49Q: 3 clusters Score -5109557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -5109559.500000 Penalty: 3541.169189
	Iteration 50Q: 3 clusters Score -5109560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -5109566.000000 Penalty: 3541.169189
	Iteration 51Q: 3 clusters Score -5109566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -5109567.500000 Penalty: 3541.169189
	Iteration 52Q: 3 clusters Score -5109568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -5109574.500000 Penalty: 3541.169189
	Iteration 53Q: 3 clusters Score -5109574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -5109571.000000 Penalty: 3541.169189
	Iteration 54Q: 3 clusters Score -5109571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -5109571.000000 Penalty: 3541.169189
	Iteration 55F: 3 clusters Score -5109571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -135925.953125 Penalty: 1190.871094
	Iteration 0F: 2 clusters Score -135926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134116.484375 Penalty: 2381.742188
	Iteration 0F: 3 clusters Score -134116.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134452.484375 Penalty: 2381.742188
	Iteration 1F: 3 clusters Score -134452.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134538.953125 Penalty: 2381.742188
	Iteration 2F: 3 clusters Score -134539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134579.187500 Penalty: 2381.742188
	Iteration 3Q: 3 clusters Score -134579.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -134610.734375 Penalty: 2381.742188
	Iteration 4Q: 3 clusters Score -134610.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134638.031250 Penalty: 2381.742188
	Iteration 5Q: 3 clusters Score -134638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -134656.687500 Penalty: 2381.742188
	Iteration 6Q: 3 clusters Score -134656.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134668.546875 Penalty: 2381.742188
	Iteration 7Q: 3 clusters Score -134668.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134681.546875 Penalty: 2381.742188
	Iteration 8Q: 3 clusters Score -134681.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134692.031250 Penalty: 2381.742188
	Iteration 9Q: 3 clusters Score -134692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134699.312500 Penalty: 2381.742188
	Iteration 10Q: 3 clusters Score -134699.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134703.500000 Penalty: 2381.742188
	Iteration 11Q: 3 clusters Score -134703.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134709.281250 Penalty: 2381.742188
	Iteration 12Q: 3 clusters Score -134709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -134715.093750 Penalty: 2381.742188
	Iteration 13Q: 3 clusters Score -134715.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134722.562500 Penalty: 2381.742188
	Iteration 14Q: 3 clusters Score -134722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -134725.875000 Penalty: 2381.742188
	Iteration 15Q: 3 clusters Score -134725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -134728.109375 Penalty: 2381.742188
	Iteration 16Q: 3 clusters Score -134728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -134731.437500 Penalty: 2381.742188
	Iteration 17Q: 3 clusters Score -134731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -134732.656250 Penalty: 2381.742188
	Iteration 18Q: 3 clusters Score -134732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134733.250000 Penalty: 2381.742188
	Iteration 19Q: 3 clusters Score -134733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134733.250000 Penalty: 2381.742188
	Iteration 20F: 3 clusters Score -134733.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -35946.582031 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -35946.58 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 236 members 
Entering Unmasked Estep 
Score: -34901.566406 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -34901.57 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35116.375000 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -35116.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35212.480469 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -35212.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35281.160156 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -35281.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35390.988281 Penalty: 2024.906494
	Iteration 4F: 3 clusters Score -35390.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35484.433594 Penalty: 2024.906494
	Iteration 5F: 3 clusters Score -35484.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35520.554688 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -35520.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35543.457031 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -35543.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35551.144531 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -35551.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35570.621094 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -35570.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35577.304688 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -35577.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35593.343750 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -35593.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35601.429688 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -35601.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35604.246094 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -35604.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35604.246094 Penalty: 2024.906494
	Iteration 14F: 3 clusters Score -35604.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -59254.390625 Penalty: 1064.318237
	Iteration 0F: 2 clusters Score -59254.39 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 339 members 
Entering Unmasked Estep 
Score: -58030.304688 Penalty: 2128.636475
	Iteration 0F: 3 clusters Score -58030.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58247.164062 Penalty: 2128.636475
	Iteration 1F: 3 clusters Score -58247.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58304.601562 Penalty: 2128.636475
	Iteration 2F: 3 clusters Score -58304.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58326.781250 Penalty: 2128.636475
	Iteration 3Q: 3 clusters Score -58326.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58340.457031 Penalty: 2128.636475
	Iteration 4Q: 3 clusters Score -58340.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58346.335938 Penalty: 2128.636475
	Iteration 5Q: 3 clusters Score -58346.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58351.699219 Penalty: 2128.636475
	Iteration 6Q: 3 clusters Score -58351.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58359.011719 Penalty: 2128.636475
	Iteration 7Q: 3 clusters Score -58359.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58361.425781 Penalty: 2128.636475
	Iteration 8Q: 3 clusters Score -58361.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58364.773438 Penalty: 2128.636475
	Iteration 9Q: 3 clusters Score -58364.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58366.578125 Penalty: 2128.636475
	Iteration 10Q: 3 clusters Score -58366.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58367.441406 Penalty: 2128.636475
	Iteration 11Q: 3 clusters Score -58367.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58368.964844 Penalty: 2128.636475
	Iteration 12Q: 3 clusters Score -58368.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58370.183594 Penalty: 2128.636475
	Iteration 13Q: 3 clusters Score -58370.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58372.484375 Penalty: 2128.636475
	Iteration 14Q: 3 clusters Score -58372.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58373.632812 Penalty: 2128.636475
	Iteration 15Q: 3 clusters Score -58373.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58373.632812 Penalty: 2128.636475
	Iteration 16F: 3 clusters Score -58373.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 58356 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 258476 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 43466 members 
Mstep: Class 7 contains 5942 members 
Mstep: Class 8 contains 11480 members 
Mstep: Class 9 contains 101718 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 37254 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5196 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9899 members 
Mstep: Class 17 contains 38648 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 64325 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 53955 members 
Mstep: Class 23 contains 1523 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464704.000000 Penalty: 54824.804688
Iteration 239Q: 26 clusters Score -6.64647e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 58728 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 254454 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 43842 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 8 contains 11412 members 
Mstep: Class 9 contains 102813 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 37598 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5185 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9816 members 
Mstep: Class 17 contains 39182 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 19320 members 
Mstep: Class 20 contains 64823 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 54923 members 
Mstep: Class 23 contains 1515 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463804.000000 Penalty: 54824.804688
Iteration 240F: 26 clusters Score -6.64638e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 59116 members 
Mstep: Class 3 contains 8939 members 
Mstep: Class 4 contains 250172 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 44235 members 
Mstep: Class 7 contains 5955 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 104038 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 37934 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9717 members 
Mstep: Class 17 contains 39753 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 65375 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 55907 members 
Mstep: Class 23 contains 1512 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463080.000000 Penalty: 54824.804688
Iteration 241Q: 26 clusters Score -6.646308e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 59529 members 
Mstep: Class 3 contains 8946 members 
Mstep: Class 4 contains 245688 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 44686 members 
Mstep: Class 7 contains 5961 members 
Mstep: Class 8 contains 11293 members 
Mstep: Class 9 contains 105353 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 38257 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9655 members 
Mstep: Class 17 contains 40361 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 19313 members 
Mstep: Class 20 contains 65931 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 56875 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462328.000000 Penalty: 54824.804688
Iteration 242Q: 26 clusters Score -6.646233e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 59967 members 
Mstep: Class 3 contains 8953 members 
Mstep: Class 4 contains 241003 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 45171 members 
Mstep: Class 7 contains 5974 members 
Mstep: Class 8 contains 11241 members 
Mstep: Class 9 contains 106765 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 38612 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5070 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9597 members 
Mstep: Class 17 contains 40972 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 19316 members 
Mstep: Class 20 contains 66508 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 57836 members 
Mstep: Class 23 contains 1504 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461768.000000 Penalty: 54824.804688
Iteration 243Q: 26 clusters Score -6.646177e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 60428 members 
Mstep: Class 3 contains 8964 members 
Mstep: Class 4 contains 235980 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 45732 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 108293 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 38982 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9522 members 
Mstep: Class 17 contains 41646 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 67117 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 58820 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461604.000000 Penalty: 54824.804688
Iteration 244Q: 26 clusters Score -6.64616e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 60848 members 
Mstep: Class 3 contains 8973 members 
Mstep: Class 4 contains 231029 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 46277 members 
Mstep: Class 7 contains 5998 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 109855 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 39357 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9458 members 
Mstep: Class 17 contains 42287 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 19263 members 
Mstep: Class 20 contains 67723 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 59773 members 
Mstep: Class 23 contains 1497 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461488.000000 Penalty: 54824.804688
Iteration 245Q: 26 clusters Score -6.646149e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 61237 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 226106 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 46834 members 
Mstep: Class 7 contains 6004 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 111477 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 39729 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4986 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9391 members 
Mstep: Class 17 contains 42909 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 68339 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 60708 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461164.000000 Penalty: 54824.804688
Iteration 246Q: 26 clusters Score -6.646116e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 61627 members 
Mstep: Class 3 contains 8986 members 
Mstep: Class 4 contains 221175 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 47413 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 11036 members 
Mstep: Class 9 contains 113113 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 40084 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 43544 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 19176 members 
Mstep: Class 20 contains 68933 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 61637 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461044.000000 Penalty: 54824.804688
Iteration 247Q: 26 clusters Score -6.646104e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 62028 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 216404 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 48024 members 
Mstep: Class 7 contains 6025 members 
Mstep: Class 8 contains 10981 members 
Mstep: Class 9 contains 114705 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 40437 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9244 members 
Mstep: Class 17 contains 44143 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 19149 members 
Mstep: Class 20 contains 69477 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 62448 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460896.000000 Penalty: 54824.804688
Iteration 248Q: 26 clusters Score -6.64609e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 62377 members 
Mstep: Class 3 contains 9013 members 
Mstep: Class 4 contains 211960 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 48602 members 
Mstep: Class 7 contains 6052 members 
Mstep: Class 8 contains 10934 members 
Mstep: Class 9 contains 116179 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 40770 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9172 members 
Mstep: Class 17 contains 44742 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 19133 members 
Mstep: Class 20 contains 69948 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 63212 members 
Mstep: Class 23 contains 1483 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460900.000000 Penalty: 54824.804688
Iteration 249Q: 26 clusters Score -6.64609e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 62657 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 208046 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49116 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 10884 members 
Mstep: Class 9 contains 117486 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 41075 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4885 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9107 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 19130 members 
Mstep: Class 20 contains 70318 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 63925 members 
Mstep: Class 23 contains 1483 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461056.000000 Penalty: 54824.804688
Iteration 250Q: 26 clusters Score -6.646106e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 62880 members 
Mstep: Class 3 contains 9039 members 
Mstep: Class 4 contains 204462 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49597 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 10847 members 
Mstep: Class 9 contains 118666 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 41371 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4860 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 17 contains 45755 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 19136 members 
Mstep: Class 20 contains 70657 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 64573 members 
Mstep: Class 23 contains 1485 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461432.000000 Penalty: 54824.804688
Iteration 251Q: 26 clusters Score -6.646143e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 63041 members 
Mstep: Class 3 contains 9047 members 
Mstep: Class 4 contains 201318 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50006 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 10811 members 
Mstep: Class 9 contains 119745 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 41640 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4824 members 
Mstep: Class 14 contains 2121 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 9010 members 
Mstep: Class 17 contains 46167 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 19160 members 
Mstep: Class 20 contains 70920 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 65179 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461284.000000 Penalty: 54824.804688
Iteration 252Q: 26 clusters Score -6.646128e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 63197 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 198337 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50388 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 10770 members 
Mstep: Class 9 contains 120778 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 41910 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4785 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 46549 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 19197 members 
Mstep: Class 20 contains 71164 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 65757 members 
Mstep: Class 23 contains 1482 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461572.000000 Penalty: 54824.804688
Iteration 253Q: 26 clusters Score -6.646157e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 63297 members 
Mstep: Class 3 contains 9064 members 
Mstep: Class 4 contains 195821 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50738 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 121702 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42113 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 46884 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 19224 members 
Mstep: Class 20 contains 71319 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 66254 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461904.000000 Penalty: 54824.804688
Iteration 254Q: 26 clusters Score -6.64619e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 63402 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 193544 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51032 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 10694 members 
Mstep: Class 9 contains 122572 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42287 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8894 members 
Mstep: Class 17 contains 47176 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 71432 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 66722 members 
Mstep: Class 23 contains 1479 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462056.000000 Penalty: 54824.804688
Iteration 255Q: 26 clusters Score -6.646206e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 63495 members 
Mstep: Class 3 contains 9084 members 
Mstep: Class 4 contains 191453 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51325 members 
Mstep: Class 7 contains 6269 members 
Mstep: Class 8 contains 10651 members 
Mstep: Class 9 contains 123359 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42418 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8864 members 
Mstep: Class 17 contains 47472 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 19 contains 19356 members 
Mstep: Class 20 contains 71496 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 67145 members 
Mstep: Class 23 contains 1480 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462272.000000 Penalty: 54824.804688
Iteration 256Q: 26 clusters Score -6.646227e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 63533 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 189641 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51576 members 
Mstep: Class 7 contains 6304 members 
Mstep: Class 8 contains 10619 members 
Mstep: Class 9 contains 124068 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42526 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 2095 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 47732 members 
Mstep: Class 18 contains 927 members 
Mstep: Class 19 contains 19435 members 
Mstep: Class 20 contains 71575 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 67491 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462696.000000 Penalty: 54824.804688
Iteration 257Q: 26 clusters Score -6.64627e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 63539 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 188025 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51797 members 
Mstep: Class 7 contains 6347 members 
Mstep: Class 8 contains 10601 members 
Mstep: Class 9 contains 124729 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42626 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 47943 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 19514 members 
Mstep: Class 20 contains 71624 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 67808 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462980.000000 Penalty: 54824.804688
Iteration 258Q: 26 clusters Score -6.646298e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 63555 members 
Mstep: Class 3 contains 9097 members 
Mstep: Class 4 contains 186660 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51997 members 
Mstep: Class 7 contains 6388 members 
Mstep: Class 8 contains 10581 members 
Mstep: Class 9 contains 125312 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42679 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8803 members 
Mstep: Class 17 contains 48123 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 19600 members 
Mstep: Class 20 contains 71664 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68050 members 
Mstep: Class 23 contains 1477 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463276.000000 Penalty: 54824.804688
Iteration 259Q: 26 clusters Score -6.646328e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 63548 members 
Mstep: Class 3 contains 9097 members 
Mstep: Class 4 contains 185543 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52163 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 125814 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42717 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 14 contains 2084 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 48271 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 19676 members 
Mstep: Class 20 contains 71692 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68251 members 
Mstep: Class 23 contains 1483 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463540.000000 Penalty: 54824.804688
Iteration 260F: 26 clusters Score -6.646354e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 63527 members 
Mstep: Class 3 contains 9097 members 
Mstep: Class 4 contains 184503 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52301 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 126333 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42752 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 2077 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 48414 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 19754 members 
Mstep: Class 20 contains 71710 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68430 members 
Mstep: Class 23 contains 1484 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463608.000000 Penalty: 54824.804688
Iteration 261Q: 26 clusters Score -6.646361e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 63486 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 183571 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52424 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 10542 members 
Mstep: Class 9 contains 126799 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42774 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4414 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8709 members 
Mstep: Class 17 contains 48538 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 19857 members 
Mstep: Class 20 contains 71724 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68591 members 
Mstep: Class 23 contains 1483 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463568.000000 Penalty: 54824.804688
Iteration 262Q: 26 clusters Score -6.646357e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 63422 members 
Mstep: Class 3 contains 9103 members 
Mstep: Class 4 contains 182781 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52545 members 
Mstep: Class 7 contains 6574 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 127229 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42775 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 48639 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 19970 members 
Mstep: Class 20 contains 71724 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68710 members 
Mstep: Class 23 contains 1481 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463636.000000 Penalty: 54824.804688
Iteration 263Q: 26 clusters Score -6.646364e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 63340 members 
Mstep: Class 3 contains 9104 members 
Mstep: Class 4 contains 182086 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52630 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 10518 members 
Mstep: Class 9 contains 127614 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42794 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 48707 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 20069 members 
Mstep: Class 20 contains 71715 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68839 members 
Mstep: Class 23 contains 1482 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463608.000000 Penalty: 54824.804688
Iteration 264Q: 26 clusters Score -6.646361e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 63273 members 
Mstep: Class 3 contains 9107 members 
Mstep: Class 4 contains 181454 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52690 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 10509 members 
Mstep: Class 9 contains 127966 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42800 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4329 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 48745 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 19 contains 20180 members 
Mstep: Class 20 contains 71736 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68944 members 
Mstep: Class 23 contains 1480 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463776.000000 Penalty: 54824.804688
Iteration 265Q: 26 clusters Score -6.646378e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 63206 members 
Mstep: Class 3 contains 9110 members 
Mstep: Class 4 contains 180870 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52753 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 10493 members 
Mstep: Class 9 contains 128280 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42815 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4305 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 48782 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 20319 members 
Mstep: Class 20 contains 71728 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69045 members 
Mstep: Class 23 contains 1479 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66463964.000000 Penalty: 54824.804688
Iteration 266Q: 26 clusters Score -6.646396e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 63104 members 
Mstep: Class 3 contains 9110 members 
Mstep: Class 4 contains 180334 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52800 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 128591 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42825 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 2058 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 48807 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 20463 members 
Mstep: Class 20 contains 71735 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69149 members 
Mstep: Class 23 contains 1481 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464240.000000 Penalty: 54824.804688
Iteration 267Q: 26 clusters Score -6.646424e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 62992 members 
Mstep: Class 3 contains 9109 members 
Mstep: Class 4 contains 179884 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52838 members 
Mstep: Class 7 contains 6875 members 
Mstep: Class 8 contains 10466 members 
Mstep: Class 9 contains 128885 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42814 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 48811 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 20612 members 
Mstep: Class 20 contains 71731 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69250 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464224.000000 Penalty: 54824.804688
Iteration 268Q: 26 clusters Score -6.646422e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 62868 members 
Mstep: Class 3 contains 9109 members 
Mstep: Class 4 contains 179456 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52885 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 10454 members 
Mstep: Class 9 contains 129186 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42795 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8545 members 
Mstep: Class 17 contains 48798 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 20757 members 
Mstep: Class 20 contains 71706 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69354 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464432.000000 Penalty: 54824.804688
Iteration 269Q: 26 clusters Score -6.646443e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 62770 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 179050 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 129483 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42759 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 48781 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 19 contains 20931 members 
Mstep: Class 20 contains 71702 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69423 members 
Mstep: Class 23 contains 1474 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464688.000000 Penalty: 54824.804688
Iteration 270Q: 26 clusters Score -6.646469e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 62664 members 
Mstep: Class 3 contains 9111 members 
Mstep: Class 4 contains 178650 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52946 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 10413 members 
Mstep: Class 9 contains 129769 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42742 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4099 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8501 members 
Mstep: Class 17 contains 48780 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 21115 members 
Mstep: Class 20 contains 71680 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69480 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464848.000000 Penalty: 54824.804688
Iteration 271Q: 26 clusters Score -6.646485e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 62550 members 
Mstep: Class 3 contains 9111 members 
Mstep: Class 4 contains 178357 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52950 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 10396 members 
Mstep: Class 9 contains 130054 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42707 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 48751 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 21278 members 
Mstep: Class 20 contains 71646 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69518 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66464912.000000 Penalty: 54824.804688
Iteration 272Q: 26 clusters Score -6.646491e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 62440 members 
Mstep: Class 3 contains 9111 members 
Mstep: Class 4 contains 178100 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52935 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 10374 members 
Mstep: Class 9 contains 130326 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42673 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8469 members 
Mstep: Class 17 contains 48740 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 21469 members 
Mstep: Class 20 contains 71612 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69515 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465172.000000 Penalty: 54824.804688
Iteration 273Q: 26 clusters Score -6.646517e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 62346 members 
Mstep: Class 3 contains 9111 members 
Mstep: Class 4 contains 177862 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52887 members 
Mstep: Class 7 contains 7372 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 130589 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 48716 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 21678 members 
Mstep: Class 20 contains 71581 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69513 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465444.000000 Penalty: 54824.804688
Iteration 274Q: 26 clusters Score -6.646544e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 62237 members 
Mstep: Class 3 contains 9112 members 
Mstep: Class 4 contains 177728 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52796 members 
Mstep: Class 7 contains 7437 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 130833 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42655 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8429 members 
Mstep: Class 17 contains 48692 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 21879 members 
Mstep: Class 20 contains 71527 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69492 members 
Mstep: Class 23 contains 1472 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465728.000000 Penalty: 54824.804688
Iteration 275Q: 26 clusters Score -6.646573e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 62125 members 
Mstep: Class 3 contains 9111 members 
Mstep: Class 4 contains 177587 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52715 members 
Mstep: Class 7 contains 7505 members 
Mstep: Class 8 contains 10290 members 
Mstep: Class 9 contains 131058 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3840 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8420 members 
Mstep: Class 17 contains 48694 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 22091 members 
Mstep: Class 20 contains 71483 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69469 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66465916.000000 Penalty: 54824.804688
Iteration 276Q: 26 clusters Score -6.646592e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 62008 members 
Mstep: Class 3 contains 9110 members 
Mstep: Class 4 contains 177493 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52617 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 10248 members 
Mstep: Class 9 contains 131302 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 42623 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 48679 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 22334 members 
Mstep: Class 20 contains 71459 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69430 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466052.000000 Penalty: 54824.804688
Iteration 277Q: 26 clusters Score -6.646605e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 61897 members 
Mstep: Class 3 contains 9110 members 
Mstep: Class 4 contains 177408 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52498 members 
Mstep: Class 7 contains 7627 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 131498 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 42614 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8395 members 
Mstep: Class 17 contains 48659 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 22585 members 
Mstep: Class 20 contains 71433 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69395 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466160.000000 Penalty: 54824.804688
Iteration 278Q: 26 clusters Score -6.646616e+07 nChanged 1653
Entering ConstructFrom: 
Score: -66466160.000000 Penalty: 54824.804688
Entering ConstructFrom: 
Trying to split cluster 1 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -92959.242188 Penalty: 1139.028931
	Iteration 0F: 2 clusters Score -92959.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -91439.359375 Penalty: 2278.057861
	Iteration 0F: 3 clusters Score -91439.36 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -91712.289062 Penalty: 2278.057861
	Iteration 1F: 3 clusters Score -91712.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91774.265625 Penalty: 2278.057861
	Iteration 2F: 3 clusters Score -91774.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91823.570312 Penalty: 2278.057861
	Iteration 3Q: 3 clusters Score -91823.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91860.367188 Penalty: 2278.057861
	Iteration 4Q: 3 clusters Score -91860.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91922.687500 Penalty: 2278.057861
	Iteration 5Q: 3 clusters Score -91922.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92002.320312 Penalty: 2278.057861
	Iteration 6Q: 3 clusters Score -92002.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92080.359375 Penalty: 2278.057861
	Iteration 7Q: 3 clusters Score -92080.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92175.078125 Penalty: 2278.057861
	Iteration 8Q: 3 clusters Score -92175.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92292.718750 Penalty: 2278.057861
	Iteration 9Q: 3 clusters Score -92292.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92417.929688 Penalty: 2278.057861
	Iteration 10Q: 3 clusters Score -92417.93 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92571.937500 Penalty: 2278.057861
	Iteration 11F: 3 clusters Score -92571.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92713.359375 Penalty: 2278.057861
	Iteration 12F: 3 clusters Score -92713.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92857.210938 Penalty: 2278.057861
	Iteration 13Q: 3 clusters Score -92857.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -92928.500000 Penalty: 2278.057861
	Iteration 14Q: 3 clusters Score -92928.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92957.718750 Penalty: 2278.057861
	Iteration 15Q: 3 clusters Score -92957.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92965.890625 Penalty: 2278.057861
	Iteration 16Q: 3 clusters Score -92965.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92971.343750 Penalty: 2278.057861
	Iteration 17Q: 3 clusters Score -92971.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92973.578125 Penalty: 2278.057861
	Iteration 18Q: 3 clusters Score -92973.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92976.187500 Penalty: 2278.057861
	Iteration 19Q: 3 clusters Score -92976.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92977.593750 Penalty: 2278.057861
	Iteration 20F: 3 clusters Score -92977.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92980.101562 Penalty: 2278.057861
	Iteration 21Q: 3 clusters Score -92980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92980.718750 Penalty: 2278.057861
	Iteration 22Q: 3 clusters Score -92980.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92980.718750 Penalty: 2278.057861
	Iteration 23F: 3 clusters Score -92980.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 61751 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 177374 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52373 members 
Mstep: Class 7 contains 7707 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 131675 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 42593 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8371 members 
Mstep: Class 17 contains 48628 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 22829 members 
Mstep: Class 20 contains 71420 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69371 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 556 members 
Entering Unmasked Estep 
Score: -66465352.000000 Penalty: 57017.796875
Splitting cluster 1 changes total score from -66466160.000000 to -66465352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (61751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Entering Unmasked Estep 
Score: -5830416.500000 Penalty: 1792.515625
	Iteration 0F: 2 clusters Score -5830416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -5789235.500000 Penalty: 3585.031250
	Iteration 0F: 3 clusters Score -5789236 nChanged 29113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -5806570.000000 Penalty: 3585.031250
	Iteration 1F: 3 clusters Score -5806570 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5807491.500000 Penalty: 3585.031250
	Iteration 2Q: 3 clusters Score -5807492 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5808750.000000 Penalty: 3585.031250
	Iteration 3Q: 3 clusters Score -5808750 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -5810288.000000 Penalty: 3585.031250
	Iteration 4Q: 3 clusters Score -5810288 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -5812471.500000 Penalty: 3585.031250
	Iteration 5F: 3 clusters Score -5812472 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -5815249.500000 Penalty: 3585.031250
	Iteration 6F: 3 clusters Score -5815250 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -5818152.500000 Penalty: 3585.031250
	Iteration 7F: 3 clusters Score -5818152 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -5820018.500000 Penalty: 3585.031250
	Iteration 8F: 3 clusters Score -5820018 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -5820854.500000 Penalty: 3585.031250
	Iteration 9Q: 3 clusters Score -5820854 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -5821195.000000 Penalty: 3585.031250
	Iteration 10Q: 3 clusters Score -5821195 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5821374.500000 Penalty: 3585.031250
	Iteration 11Q: 3 clusters Score -5821374 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5821540.500000 Penalty: 3585.031250
	Iteration 12Q: 3 clusters Score -5821540 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -5821711.000000 Penalty: 3585.031250
	Iteration 13Q: 3 clusters Score -5821711 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -5821843.000000 Penalty: 3585.031250
	Iteration 14Q: 3 clusters Score -5821843 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -5821975.000000 Penalty: 3585.031250
	Iteration 15Q: 3 clusters Score -5821975 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -5822120.000000 Penalty: 3585.031250
	Iteration 16Q: 3 clusters Score -5822120 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5822199.500000 Penalty: 3585.031250
	Iteration 17Q: 3 clusters Score -5822200 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -5822342.500000 Penalty: 3585.031250
	Iteration 18Q: 3 clusters Score -5822342 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -5822502.500000 Penalty: 3585.031250
	Iteration 19Q: 3 clusters Score -5822502 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -5822667.500000 Penalty: 3585.031250
	Iteration 20F: 3 clusters Score -5822668 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -5822759.500000 Penalty: 3585.031250
	Iteration 21Q: 3 clusters Score -5822760 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5822914.000000 Penalty: 3585.031250
	Iteration 22Q: 3 clusters Score -5822914 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5823079.500000 Penalty: 3585.031250
	Iteration 23Q: 3 clusters Score -5823080 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5823219.000000 Penalty: 3585.031250
	Iteration 24Q: 3 clusters Score -5823219 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5823360.500000 Penalty: 3585.031250
	Iteration 25Q: 3 clusters Score -5823360 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -5823487.500000 Penalty: 3585.031250
	Iteration 26Q: 3 clusters Score -5823488 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -5823618.000000 Penalty: 3585.031250
	Iteration 27Q: 3 clusters Score -5823618 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5823742.000000 Penalty: 3585.031250
	Iteration 28Q: 3 clusters Score -5823742 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5823885.000000 Penalty: 3585.031250
	Iteration 29Q: 3 clusters Score -5823885 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5824007.000000 Penalty: 3585.031250
	Iteration 30Q: 3 clusters Score -5824007 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5824141.500000 Penalty: 3585.031250
	Iteration 31Q: 3 clusters Score -5824142 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -5824302.000000 Penalty: 3585.031250
	Iteration 32Q: 3 clusters Score -5824302 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5824450.000000 Penalty: 3585.031250
	Iteration 33Q: 3 clusters Score -5824450 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5824567.500000 Penalty: 3585.031250
	Iteration 34Q: 3 clusters Score -5824568 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5824744.500000 Penalty: 3585.031250
	Iteration 35Q: 3 clusters Score -5824744 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -5824888.500000 Penalty: 3585.031250
	Iteration 36Q: 3 clusters Score -5824888 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -5825012.500000 Penalty: 3585.031250
	Iteration 37Q: 3 clusters Score -5825012 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -5825172.000000 Penalty: 3585.031250
	Iteration 38Q: 3 clusters Score -5825172 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5825311.500000 Penalty: 3585.031250
	Iteration 39Q: 3 clusters Score -5825312 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -5825472.000000 Penalty: 3585.031250
	Iteration 40F: 3 clusters Score -5825472 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -5825611.500000 Penalty: 3585.031250
	Iteration 41Q: 3 clusters Score -5825612 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -5825723.000000 Penalty: 3585.031250
	Iteration 42Q: 3 clusters Score -5825723 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -5825914.000000 Penalty: 3585.031250
	Iteration 43Q: 3 clusters Score -5825914 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -5826071.000000 Penalty: 3585.031250
	Iteration 44Q: 3 clusters Score -5826071 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5826260 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5826525 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5826701 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5826914 nChanged 564
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Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5827068 nChanged 536
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5827213 nChanged 524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5827398 nChanged 451
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Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5827504 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5827644 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5827740 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5827847 nChanged 351
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Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5827945 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5828010 nChanged 321
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5828086 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5828189 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5828250 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5828338 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5828415 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5828497 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5828538 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5828598 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5828636 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5828698 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5828766 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5828829 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5828868 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5828898 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5828901 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5828930 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5828952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5828994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -5829001.000000 Penalty: 3585.031250
	Iteration 76Q: 3 clusters Score -5829001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -5829022.000000 Penalty: 3585.031250
	Iteration 77Q: 3 clusters Score -5829022 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5829035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5829044 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5829062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5829075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5829082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5829101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5829098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -5829103.500000 Penalty: 3585.031250
	Iteration 85Q: 3 clusters Score -5829104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -5829110.000000 Penalty: 3585.031250
	Iteration 86Q: 3 clusters Score -5829110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5829111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -5829109.000000 Penalty: 3585.031250
	Iteration 88Q: 3 clusters Score -5829109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -5829117.500000 Penalty: 3585.031250
	Iteration 89Q: 3 clusters Score -5829118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -5829129.000000 Penalty: 3585.031250
	Iteration 90Q: 3 clusters Score -5829129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5829129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -5829136.000000 Penalty: 3585.031250
	Iteration 92Q: 3 clusters Score -5829136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -5829131.500000 Penalty: 3585.031250
	Iteration 93Q: 3 clusters Score -5829132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -5829144.000000 Penalty: 3585.031250
	Iteration 94Q: 3 clusters Score -5829144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -5829149.500000 Penalty: 3585.031250
	Iteration 95Q: 3 clusters Score -5829150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -5829148.000000 Penalty: 3585.031250
	Iteration 96Q: 3 clusters Score -5829148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -5829139.000000 Penalty: 3585.031250
	Iteration 97Q: 3 clusters Score -5829139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -5829134.000000 Penalty: 3585.031250
	Iteration 98Q: 3 clusters Score -5829134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -5829154.000000 Penalty: 3585.031250
	Iteration 99Q: 3 clusters Score -5829154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -5829151.000000 Penalty: 3585.031250
	Iteration 100F: 3 clusters Score -5829151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -5829147.500000 Penalty: 3585.031250
	Iteration 101Q: 3 clusters Score -5829148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -5829145.000000 Penalty: 3585.031250
	Iteration 102Q: 3 clusters Score -5829145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -5829148.500000 Penalty: 3585.031250
	Iteration 103Q: 3 clusters Score -5829148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -5829147.500000 Penalty: 3585.031250
	Iteration 104Q: 3 clusters Score -5829148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -5829162.000000 Penalty: 3585.031250
	Iteration 105Q: 3 clusters Score -5829162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -5829175.000000 Penalty: 3585.031250
	Iteration 106Q: 3 clusters Score -5829175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -5829187.500000 Penalty: 3585.031250
	Iteration 107Q: 3 clusters Score -5829188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -5829191.000000 Penalty: 3585.031250
	Iteration 108Q: 3 clusters Score -5829191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -5829194.500000 Penalty: 3585.031250
	Iteration 109Q: 3 clusters Score -5829194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -5829198.500000 Penalty: 3585.031250
	Iteration 110Q: 3 clusters Score -5829198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -5829197.500000 Penalty: 3585.031250
	Iteration 111Q: 3 clusters Score -5829198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -5829194.000000 Penalty: 3585.031250
	Iteration 112Q: 3 clusters Score -5829194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -5829191.500000 Penalty: 3585.031250
	Iteration 113Q: 3 clusters Score -5829192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -5829186.500000 Penalty: 3585.031250
	Iteration 114Q: 3 clusters Score -5829186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -5829183.500000 Penalty: 3585.031250
	Iteration 115Q: 3 clusters Score -5829184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -5829185.500000 Penalty: 3585.031250
	Iteration 116Q: 3 clusters Score -5829186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5829191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5829191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -5829187.000000 Penalty: 3585.031250
	Iteration 119Q: 3 clusters Score -5829187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -5829189.000000 Penalty: 3585.031250
	Iteration 120F: 3 clusters Score -5829189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -5829188.500000 Penalty: 3585.031250
	Iteration 121Q: 3 clusters Score -5829188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -5829190.000000 Penalty: 3585.031250
	Iteration 122Q: 3 clusters Score -5829190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -5829186.500000 Penalty: 3585.031250
	Iteration 123Q: 3 clusters Score -5829186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -5829184.000000 Penalty: 3585.031250
	Iteration 124Q: 3 clusters Score -5829184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -5829189.000000 Penalty: 3585.031250
	Iteration 125Q: 3 clusters Score -5829189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -5829192.500000 Penalty: 3585.031250
	Iteration 126Q: 3 clusters Score -5829192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -5829189.000000 Penalty: 3585.031250
	Iteration 127Q: 3 clusters Score -5829189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -5829190.000000 Penalty: 3585.031250
	Iteration 128Q: 3 clusters Score -5829190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -5829196.000000 Penalty: 3585.031250
	Iteration 129Q: 3 clusters Score -5829196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -5829197.500000 Penalty: 3585.031250
	Iteration 130Q: 3 clusters Score -5829198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -5829198.000000 Penalty: 3585.031250
	Iteration 131Q: 3 clusters Score -5829198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -5829196.000000 Penalty: 3585.031250
	Iteration 132Q: 3 clusters Score -5829196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -5829191.500000 Penalty: 3585.031250
	Iteration 133Q: 3 clusters Score -5829192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5829192 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -5829191.500000 Penalty: 3585.031250
	Iteration 135F: 3 clusters Score -5829192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -850886.312500 Penalty: 1481.497559
	Iteration 0F: 2 clusters Score -850886.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -844309.2 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -846472.312500 Penalty: 2962.995117
	Iteration 1F: 3 clusters Score -846472.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -846824.250000 Penalty: 2962.995117
	Iteration 2F: 3 clusters Score -846824.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -847107.187500 Penalty: 2962.995117
	Iteration 3F: 3 clusters Score -847107.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -847372.312500 Penalty: 2962.995117
	Iteration 4F: 3 clusters Score -847372.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -847633.625000 Penalty: 2962.995117
	Iteration 5F: 3 clusters Score -847633.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -847935.750000 Penalty: 2962.995117
	Iteration 6F: 3 clusters Score -847935.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -848261.812500 Penalty: 2962.995117
	Iteration 7F: 3 clusters Score -848261.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -848588.687500 Penalty: 2962.995117
	Iteration 8F: 3 clusters Score -848588.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -848875.625000 Penalty: 2962.995117
	Iteration 9Q: 3 clusters Score -848875.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -849116.687500 Penalty: 2962.995117
	Iteration 10Q: 3 clusters Score -849116.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -849309.937500 Penalty: 2962.995117
	Iteration 11Q: 3 clusters Score -849309.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -849455.625000 Penalty: 2962.995117
	Iteration 12Q: 3 clusters Score -849455.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -849558.062500 Penalty: 2962.995117
	Iteration 13Q: 3 clusters Score -849558.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -849629.875000 Penalty: 2962.995117
	Iteration 14Q: 3 clusters Score -849629.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -849673.875000 Penalty: 2962.995117
	Iteration 15Q: 3 clusters Score -849673.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -849703.312500 Penalty: 2962.995117
	Iteration 16Q: 3 clusters Score -849703.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -849718.812500 Penalty: 2962.995117
	Iteration 17Q: 3 clusters Score -849718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -849728.937500 Penalty: 2962.995117
	Iteration 18Q: 3 clusters Score -849728.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -849734.812500 Penalty: 2962.995117
	Iteration 19Q: 3 clusters Score -849734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -849738.812500 Penalty: 2962.995117
	Iteration 20F: 3 clusters Score -849738.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -849743.375000 Penalty: 2962.995117
	Iteration 21Q: 3 clusters Score -849743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -849747.437500 Penalty: 2962.995117
	Iteration 22Q: 3 clusters Score -849747.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -849751.000000 Penalty: 2962.995117
	Iteration 23Q: 3 clusters Score -849751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -849751.062500 Penalty: 2962.995117
	Iteration 24Q: 3 clusters Score -849751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -849753.750000 Penalty: 2962.995117
	Iteration 25Q: 3 clusters Score -849753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -849756.312500 Penalty: 2962.995117
	Iteration 26Q: 3 clusters Score -849756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -849757.000000 Penalty: 2962.995117
	Iteration 27Q: 3 clusters Score -849757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -849758.125000 Penalty: 2962.995117
	Iteration 28Q: 3 clusters Score -849758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -849758.125000 Penalty: 2962.995117
	Iteration 29F: 3 clusters Score -849758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177374 members 
Entering Unmasked Estep 
Score: -16569954.000000 Penalty: 1963.977539
	Iteration 0F: 2 clusters Score -1.656995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -16452336.000000 Penalty: 3927.955078
	Iteration 0F: 3 clusters Score -1.645234e+07 nChanged 86052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -16503357.000000 Penalty: 3927.955078
	Iteration 1F: 3 clusters Score -1.650336e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -16504445.000000 Penalty: 3927.955078
	Iteration 2Q: 3 clusters Score -1.650444e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -16506132.000000 Penalty: 3927.955078
	Iteration 3Q: 3 clusters Score -1.650613e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -16509275.000000 Penalty: 3927.955078
	Iteration 4Q: 3 clusters Score -1.650928e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -16514725.000000 Penalty: 3927.955078
	Iteration 5F: 3 clusters Score -1.651472e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 107986 members 
Entering Unmasked Estep 
Score: -16523266.000000 Penalty: 3927.955078
	Iteration 6F: 3 clusters Score -1.652327e+07 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 112423 members 
Entering Unmasked Estep 
Score: -16533942.000000 Penalty: 3927.955078
	Iteration 7F: 3 clusters Score -1.653394e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 114481 members 
Entering Unmasked Estep 
Score: -16541296.000000 Penalty: 3927.955078
	Iteration 8F: 3 clusters Score -1.65413e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 115184 members 
Entering Unmasked Estep 
Score: -16543523.000000 Penalty: 3927.955078
	Iteration 9Q: 3 clusters Score -1.654352e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 115637 members 
Entering Unmasked Estep 
Score: -16544331.000000 Penalty: 3927.955078
	Iteration 10Q: 3 clusters Score -1.654433e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -16544758.000000 Penalty: 3927.955078
	Iteration 11Q: 3 clusters Score -1.654476e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -16545231.000000 Penalty: 3927.955078
	Iteration 12Q: 3 clusters Score -1.654523e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 116488 members 
Entering Unmasked Estep 
Score: -16545665.000000 Penalty: 3927.955078
	Iteration 13Q: 3 clusters Score -1.654566e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -16546115.000000 Penalty: 3927.955078
	Iteration 14Q: 3 clusters Score -1.654612e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 116824 members 
Entering Unmasked Estep 
Score: -16546401.000000 Penalty: 3927.955078
	Iteration 15Q: 3 clusters Score -1.65464e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
Score: -16546824.000000 Penalty: 3927.955078
	Iteration 16Q: 3 clusters Score -1.654682e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -16547240.000000 Penalty: 3927.955078
	Iteration 17Q: 3 clusters Score -1.654724e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -16547570.000000 Penalty: 3927.955078
	Iteration 18Q: 3 clusters Score -1.654757e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 116964 members 
Entering Unmasked Estep 
Score: -16547878.000000 Penalty: 3927.955078
	Iteration 19Q: 3 clusters Score -1.654788e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 116942 members 
Entering Unmasked Estep 
Score: -16548162.000000 Penalty: 3927.955078
	Iteration 20F: 3 clusters Score -1.654816e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 116905 members 
Entering Unmasked Estep 
Score: -16548348.000000 Penalty: 3927.955078
	Iteration 21Q: 3 clusters Score -1.654835e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -16548500.000000 Penalty: 3927.955078
	Iteration 22Q: 3 clusters Score -1.65485e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 116894 members 
Entering Unmasked Estep 
Score: -16548651.000000 Penalty: 3927.955078
	Iteration 23Q: 3 clusters Score -1.654865e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 116971 members 
Entering Unmasked Estep 
Score: -16548701.000000 Penalty: 3927.955078
	Iteration 24Q: 3 clusters Score -1.65487e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 117064 members 
Entering Unmasked Estep 
Score: -16548834.000000 Penalty: 3927.955078
	Iteration 25Q: 3 clusters Score -1.654883e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 117159 members 
Entering Unmasked Estep 
Score: -16548981.000000 Penalty: 3927.955078
	Iteration 26Q: 3 clusters Score -1.654898e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 117283 members 
Entering Unmasked Estep 
Score: -16549085.000000 Penalty: 3927.955078
	Iteration 27Q: 3 clusters Score -1.654908e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -16549209.000000 Penalty: 3927.955078
	Iteration 28Q: 3 clusters Score -1.654921e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 117660 members 
Entering Unmasked Estep 
Score: -16549292.000000 Penalty: 3927.955078
	Iteration 29Q: 3 clusters Score -1.654929e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 117872 members 
Entering Unmasked Estep 
Score: -16549436.000000 Penalty: 3927.955078
	Iteration 30Q: 3 clusters Score -1.654944e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -16549487.000000 Penalty: 3927.955078
	Iteration 31Q: 3 clusters Score -1.654949e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -16549562.000000 Penalty: 3927.955078
	Iteration 32Q: 3 clusters Score -1.654956e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -16549688.000000 Penalty: 3927.955078
	Iteration 33Q: 3 clusters Score -1.654969e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 118773 members 
Entering Unmasked Estep 
Score: -16549789.000000 Penalty: 3927.955078
	Iteration 34Q: 3 clusters Score -1.654979e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -16549917.000000 Penalty: 3927.955078
	Iteration 35Q: 3 clusters Score -1.654992e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -16550016.000000 Penalty: 3927.955078
	Iteration 36Q: 3 clusters Score -1.655002e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 119565 members 
Entering Unmasked Estep 
Score: -16550149.000000 Penalty: 3927.955078
	Iteration 37Q: 3 clusters Score -1.655015e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 119848 members 
Entering Unmasked Estep 
Score: -16550249.000000 Penalty: 3927.955078
	Iteration 38Q: 3 clusters Score -1.655025e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -16550343.000000 Penalty: 3927.955078
	Iteration 39Q: 3 clusters Score -1.655034e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 120408 members 
Entering Unmasked Estep 
Score: -16550468.000000 Penalty: 3927.955078
	Iteration 40F: 3 clusters Score -1.655047e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 120680 members 
Entering Unmasked Estep 
Score: -16550576.000000 Penalty: 3927.955078
	Iteration 41Q: 3 clusters Score -1.655058e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 120954 members 
Entering Unmasked Estep 
Score: -16550619.000000 Penalty: 3927.955078
	Iteration 42Q: 3 clusters Score -1.655062e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -16550722.000000 Penalty: 3927.955078
	Iteration 43Q: 3 clusters Score -1.655072e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 121503 members 
Entering Unmasked Estep 
Score: -16550833.000000 Penalty: 3927.955078
	Iteration 44Q: 3 clusters Score -1.655083e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 121798 members 
Entering Unmasked Estep 
Score: -16550961.000000 Penalty: 3927.955078
	Iteration 45Q: 3 clusters Score -1.655096e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -16551097.000000 Penalty: 3927.955078
	Iteration 46Q: 3 clusters Score -1.65511e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 122416 members 
Entering Unmasked Estep 
Score: -16551230.000000 Penalty: 3927.955078
	Iteration 47Q: 3 clusters Score -1.655123e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -16551335.000000 Penalty: 3927.955078
	Iteration 48Q: 3 clusters Score -1.655134e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 123080 members 
Entering Unmasked Estep 
Score: -16551418.000000 Penalty: 3927.955078
	Iteration 49Q: 3 clusters Score -1.655142e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 123431 members 
Entering Unmasked Estep 
Score: -16551517.000000 Penalty: 3927.955078
	Iteration 50Q: 3 clusters Score -1.655152e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -16551678.000000 Penalty: 3927.955078
	Iteration 51Q: 3 clusters Score -1.655168e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 124251 members 
Entering Unmasked Estep 
Score: -16551793.000000 Penalty: 3927.955078
	Iteration 52Q: 3 clusters Score -1.655179e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 124682 members 
Entering Unmasked Estep 
Score: -16551930.000000 Penalty: 3927.955078
	Iteration 53Q: 3 clusters Score -1.655193e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 125127 members 
Entering Unmasked Estep 
Score: -16552011.000000 Penalty: 3927.955078
	Iteration 54Q: 3 clusters Score -1.655201e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -16552195.000000 Penalty: 3927.955078
	Iteration 55Q: 3 clusters Score -1.65522e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -16552336.000000 Penalty: 3927.955078
	Iteration 56Q: 3 clusters Score -1.655234e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -16552492.000000 Penalty: 3927.955078
	Iteration 57Q: 3 clusters Score -1.655249e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -16552682.000000 Penalty: 3927.955078
	Iteration 58Q: 3 clusters Score -1.655268e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 127195 members 
Entering Unmasked Estep 
Score: -16552881.000000 Penalty: 3927.955078
	Iteration 59Q: 3 clusters Score -1.655288e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -16553022.000000 Penalty: 3927.955078
	Iteration 60F: 3 clusters Score -1.655302e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 127943 members 
Entering Unmasked Estep 
Score: -16553123.000000 Penalty: 3927.955078
	Iteration 61Q: 3 clusters Score -1.655312e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 128362 members 
Entering Unmasked Estep 
Score: -16553274.000000 Penalty: 3927.955078
	Iteration 62Q: 3 clusters Score -1.655327e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -16553401.000000 Penalty: 3927.955078
	Iteration 63Q: 3 clusters Score -1.65534e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 129295 members 
Entering Unmasked Estep 
Score: -16553562.000000 Penalty: 3927.955078
	Iteration 64Q: 3 clusters Score -1.655356e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 129790 members 
Entering Unmasked Estep 
Score: -16553709.000000 Penalty: 3927.955078
	Iteration 65Q: 3 clusters Score -1.655371e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 130258 members 
Entering Unmasked Estep 
Score: -16553875.000000 Penalty: 3927.955078
	Iteration 66Q: 3 clusters Score -1.655388e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 130730 members 
Entering Unmasked Estep 
Score: -16554031.000000 Penalty: 3927.955078
	Iteration 67Q: 3 clusters Score -1.655403e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 131226 members 
Entering Unmasked Estep 
Score: -16554187.000000 Penalty: 3927.955078
	Iteration 68Q: 3 clusters Score -1.655419e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 131737 members 
Entering Unmasked Estep 
Score: -16554356.000000 Penalty: 3927.955078
	Iteration 69Q: 3 clusters Score -1.655436e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 132269 members 
Entering Unmasked Estep 
Score: -16554539.000000 Penalty: 3927.955078
	Iteration 70Q: 3 clusters Score -1.655454e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -16554747.000000 Penalty: 3927.955078
	Iteration 71Q: 3 clusters Score -1.655475e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 133328 members 
Entering Unmasked Estep 
Score: -16554946.000000 Penalty: 3927.955078
	Iteration 72Q: 3 clusters Score -1.655495e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 133894 members 
Entering Unmasked Estep 
Score: -16555133.000000 Penalty: 3927.955078
	Iteration 73Q: 3 clusters Score -1.655513e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 134471 members 
Entering Unmasked Estep 
Score: -16555395.000000 Penalty: 3927.955078
	Iteration 74Q: 3 clusters Score -1.65554e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -16555617.000000 Penalty: 3927.955078
	Iteration 75Q: 3 clusters Score -1.655562e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 135592 members 
Entering Unmasked Estep 
Score: -16555860.000000 Penalty: 3927.955078
	Iteration 76Q: 3 clusters Score -1.655586e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 136168 members 
Entering Unmasked Estep 
Score: -16556077.000000 Penalty: 3927.955078
	Iteration 77Q: 3 clusters Score -1.655608e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 136685 members 
Entering Unmasked Estep 
Score: -16556231.000000 Penalty: 3927.955078
	Iteration 78Q: 3 clusters Score -1.655623e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 137208 members 
Entering Unmasked Estep 
Score: -16556388.000000 Penalty: 3927.955078
	Iteration 79Q: 3 clusters Score -1.655639e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -16556641.000000 Penalty: 3927.955078
	Iteration 80F: 3 clusters Score -1.655664e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 138284 members 
Entering Unmasked Estep 
Score: -16556831.000000 Penalty: 3927.955078
	Iteration 81Q: 3 clusters Score -1.655683e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 138844 members 
Entering Unmasked Estep 
Score: -16557076.000000 Penalty: 3927.955078
	Iteration 82Q: 3 clusters Score -1.655708e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 139393 members 
Entering Unmasked Estep 
Score: -16557303.000000 Penalty: 3927.955078
	Iteration 83Q: 3 clusters Score -1.65573e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -16557525.000000 Penalty: 3927.955078
	Iteration 84Q: 3 clusters Score -1.655752e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -16557684.000000 Penalty: 3927.955078
	Iteration 85Q: 3 clusters Score -1.655768e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 141001 members 
Entering Unmasked Estep 
Score: -16557881.000000 Penalty: 3927.955078
	Iteration 86Q: 3 clusters Score -1.655788e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 141519 members 
Entering Unmasked Estep 
Score: -16558048.000000 Penalty: 3927.955078
	Iteration 87Q: 3 clusters Score -1.655805e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 142058 members 
Entering Unmasked Estep 
Score: -16558322.000000 Penalty: 3927.955078
	Iteration 88Q: 3 clusters Score -1.655832e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
Score: -16558593.000000 Penalty: 3927.955078
	Iteration 89Q: 3 clusters Score -1.655859e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -16558770.000000 Penalty: 3927.955078
	Iteration 90Q: 3 clusters Score -1.655877e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 143729 members 
Entering Unmasked Estep 
Score: -16558996.000000 Penalty: 3927.955078
	Iteration 91Q: 3 clusters Score -1.6559e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 144242 members 
Entering Unmasked Estep 
Score: -16559166.000000 Penalty: 3927.955078
	Iteration 92Q: 3 clusters Score -1.655917e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 144755 members 
Entering Unmasked Estep 
Score: -16559423.000000 Penalty: 3927.955078
	Iteration 93Q: 3 clusters Score -1.655942e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 145262 members 
Entering Unmasked Estep 
Score: -16559559.000000 Penalty: 3927.955078
	Iteration 94Q: 3 clusters Score -1.655956e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 145774 members 
Entering Unmasked Estep 
Score: -16559769.000000 Penalty: 3927.955078
	Iteration 95Q: 3 clusters Score -1.655977e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 146290 members 
Entering Unmasked Estep 
Score: -16559946.000000 Penalty: 3927.955078
	Iteration 96Q: 3 clusters Score -1.655995e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -16560106.000000 Penalty: 3927.955078
	Iteration 97Q: 3 clusters Score -1.656011e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 147272 members 
Entering Unmasked Estep 
Score: -16560281.000000 Penalty: 3927.955078
	Iteration 98Q: 3 clusters Score -1.656028e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -16560466.000000 Penalty: 3927.955078
	Iteration 99Q: 3 clusters Score -1.656047e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -16560657.000000 Penalty: 3927.955078
	Iteration 100F: 3 clusters Score -1.656066e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 148712 members 
Entering Unmasked Estep 
Score: -16560876.000000 Penalty: 3927.955078
	Iteration 101Q: 3 clusters Score -1.656088e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 149134 members 
Entering Unmasked Estep 
Score: -16561148.000000 Penalty: 3927.955078
	Iteration 102Q: 3 clusters Score -1.656115e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 149585 members 
Entering Unmasked Estep 
Score: -16561460.000000 Penalty: 3927.955078
	Iteration 103Q: 3 clusters Score -1.656146e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 150055 members 
Entering Unmasked Estep 
Score: -16561812.000000 Penalty: 3927.955078
	Iteration 104Q: 3 clusters Score -1.656181e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -16562177.000000 Penalty: 3927.955078
	Iteration 105Q: 3 clusters Score -1.656218e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 151066 members 
Entering Unmasked Estep 
Score: -16562534.000000 Penalty: 3927.955078
	Iteration 106Q: 3 clusters Score -1.656253e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 151618 members 
Entering Unmasked Estep 
Score: -16562883.000000 Penalty: 3927.955078
	Iteration 107Q: 3 clusters Score -1.656288e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 152212 members 
Entering Unmasked Estep 
Score: -16563243.000000 Penalty: 3927.955078
	Iteration 108Q: 3 clusters Score -1.656324e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 152851 members 
Entering Unmasked Estep 
Score: -16563520.000000 Penalty: 3927.955078
	Iteration 109Q: 3 clusters Score -1.656352e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 153488 members 
Entering Unmasked Estep 
Score: -16563884.000000 Penalty: 3927.955078
	Iteration 110Q: 3 clusters Score -1.656388e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 154177 members 
Entering Unmasked Estep 
Score: -16564169.000000 Penalty: 3927.955078
	Iteration 111Q: 3 clusters Score -1.656417e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -16564542.000000 Penalty: 3927.955078
	Iteration 112Q: 3 clusters Score -1.656454e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 155591 members 
Entering Unmasked Estep 
Score: -16564803.000000 Penalty: 3927.955078
	Iteration 113Q: 3 clusters Score -1.65648e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 156395 members 
Entering Unmasked Estep 
Score: -16565118.000000 Penalty: 3927.955078
	Iteration 114Q: 3 clusters Score -1.656512e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -16565515.000000 Penalty: 3927.955078
	Iteration 115Q: 3 clusters Score -1.656552e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 157998 members 
Entering Unmasked Estep 
Score: -16565771.000000 Penalty: 3927.955078
	Iteration 116Q: 3 clusters Score -1.656577e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 158802 members 
Entering Unmasked Estep 
Score: -16566089.000000 Penalty: 3927.955078
	Iteration 117Q: 3 clusters Score -1.656609e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 159641 members 
Entering Unmasked Estep 
Score: -16566350.000000 Penalty: 3927.955078
	Iteration 118Q: 3 clusters Score -1.656635e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 160474 members 
Entering Unmasked Estep 
Score: -16566573.000000 Penalty: 3927.955078
	Iteration 119Q: 3 clusters Score -1.656657e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 161305 members 
Entering Unmasked Estep 
Score: -16566826.000000 Penalty: 3927.955078
	Iteration 120F: 3 clusters Score -1.656683e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 162103 members 
Entering Unmasked Estep 
Score: -16566976.000000 Penalty: 3927.955078
	Iteration 121Q: 3 clusters Score -1.656698e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 162871 members 
Entering Unmasked Estep 
Score: -16567210.000000 Penalty: 3927.955078
	Iteration 122Q: 3 clusters Score -1.656721e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 163638 members 
Entering Unmasked Estep 
Score: -16567337.000000 Penalty: 3927.955078
	Iteration 123Q: 3 clusters Score -1.656734e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -16567440.000000 Penalty: 3927.955078
	Iteration 124Q: 3 clusters Score -1.656744e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 165100 members 
Entering Unmasked Estep 
Score: -16567567.000000 Penalty: 3927.955078
	Iteration 125Q: 3 clusters Score -1.656757e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 165815 members 
Entering Unmasked Estep 
Score: -16567704.000000 Penalty: 3927.955078
	Iteration 126Q: 3 clusters Score -1.65677e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 166528 members 
Entering Unmasked Estep 
Score: -16567740.000000 Penalty: 3927.955078
	Iteration 127Q: 3 clusters Score -1.656774e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -16567734.000000 Penalty: 3927.955078
	Iteration 128Q: 3 clusters Score -1.656773e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -16567822.000000 Penalty: 3927.955078
	Iteration 129Q: 3 clusters Score -1.656782e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 168468 members 
Entering Unmasked Estep 
Score: -16567927.000000 Penalty: 3927.955078
	Iteration 130Q: 3 clusters Score -1.656793e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -16568021.000000 Penalty: 3927.955078
	Iteration 131Q: 3 clusters Score -1.656802e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 169697 members 
Entering Unmasked Estep 
Score: -16568002.000000 Penalty: 3927.955078
	Iteration 132Q: 3 clusters Score -1.6568e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 170268 members 
Entering Unmasked Estep 
Score: -16568077.000000 Penalty: 3927.955078
	Iteration 133Q: 3 clusters Score -1.656808e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 170809 members 
Entering Unmasked Estep 
Score: -16568121.000000 Penalty: 3927.955078
	Iteration 134Q: 3 clusters Score -1.656812e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -16568157.000000 Penalty: 3927.955078
	Iteration 135Q: 3 clusters Score -1.656816e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 171852 members 
Entering Unmasked Estep 
Score: -16568227.000000 Penalty: 3927.955078
	Iteration 136Q: 3 clusters Score -1.656823e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 172294 members 
Entering Unmasked Estep 
Score: -16568259.000000 Penalty: 3927.955078
	Iteration 137Q: 3 clusters Score -1.656826e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 172692 members 
Entering Unmasked Estep 
Score: -16568291.000000 Penalty: 3927.955078
	Iteration 138Q: 3 clusters Score -1.656829e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 173087 members 
Entering Unmasked Estep 
Score: -16568302.000000 Penalty: 3927.955078
	Iteration 139Q: 3 clusters Score -1.65683e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 173460 members 
Entering Unmasked Estep 
Score: -16568282.000000 Penalty: 3927.955078
	Iteration 140F: 3 clusters Score -1.656828e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -16568283.000000 Penalty: 3927.955078
	Iteration 141Q: 3 clusters Score -1.656828e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 174112 members 
Entering Unmasked Estep 
Score: -16568268.000000 Penalty: 3927.955078
	Iteration 142Q: 3 clusters Score -1.656827e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -16568357.000000 Penalty: 3927.955078
	Iteration 143Q: 3 clusters Score -1.656836e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 174639 members 
Entering Unmasked Estep 
Score: -16568369.000000 Penalty: 3927.955078
	Iteration 144Q: 3 clusters Score -1.656837e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 174868 members 
Entering Unmasked Estep 
Score: -16568388.000000 Penalty: 3927.955078
	Iteration 145Q: 3 clusters Score -1.656839e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 175071 members 
Entering Unmasked Estep 
Score: -16568394.000000 Penalty: 3927.955078
	Iteration 146Q: 3 clusters Score -1.656839e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 175269 members 
Entering Unmasked Estep 
Score: -16568379.000000 Penalty: 3927.955078
	Iteration 147Q: 3 clusters Score -1.656838e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 175443 members 
Entering Unmasked Estep 
Score: -16568372.000000 Penalty: 3927.955078
	Iteration 148Q: 3 clusters Score -1.656837e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 175600 members 
Entering Unmasked Estep 
Score: -16568379.000000 Penalty: 3927.955078
	Iteration 149Q: 3 clusters Score -1.656838e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 175747 members 
Entering Unmasked Estep 
Score: -16568370.000000 Penalty: 3927.955078
	Iteration 150Q: 3 clusters Score -1.656837e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -16568372.000000 Penalty: 3927.955078
	Iteration 151Q: 3 clusters Score -1.656837e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 175992 members 
Entering Unmasked Estep 
Score: -16568402.000000 Penalty: 3927.955078
	Iteration 152Q: 3 clusters Score -1.65684e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 176107 members 
Entering Unmasked Estep 
Score: -16568393.000000 Penalty: 3927.955078
	Iteration 153Q: 3 clusters Score -1.656839e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 176214 members 
Entering Unmasked Estep 
Score: -16568418.000000 Penalty: 3927.955078
	Iteration 154Q: 3 clusters Score -1.656842e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 176287 members 
Entering Unmasked Estep 
Score: -16568455.000000 Penalty: 3927.955078
	Iteration 155Q: 3 clusters Score -1.656846e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 176350 members 
Entering Unmasked Estep 
Score: -16568443.000000 Penalty: 3927.955078
	Iteration 156Q: 3 clusters Score -1.656844e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 176408 members 
Entering Unmasked Estep 
Score: -16568450.000000 Penalty: 3927.955078
	Iteration 157Q: 3 clusters Score -1.656845e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 176453 members 
Entering Unmasked Estep 
Score: -16568461.000000 Penalty: 3927.955078
	Iteration 158Q: 3 clusters Score -1.656846e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -16568467.000000 Penalty: 3927.955078
	Iteration 159Q: 3 clusters Score -1.656847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 176510 members 
Entering Unmasked Estep 
Score: -16568449.000000 Penalty: 3927.955078
	Iteration 160F: 3 clusters Score -1.656845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 176538 members 
Entering Unmasked Estep 
Score: -16568453.000000 Penalty: 3927.955078
	Iteration 161Q: 3 clusters Score -1.656845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 176566 members 
Entering Unmasked Estep 
Score: -16568456.000000 Penalty: 3927.955078
	Iteration 162Q: 3 clusters Score -1.656846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -16568464.000000 Penalty: 3927.955078
	Iteration 163Q: 3 clusters Score -1.656846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 176618 members 
Entering Unmasked Estep 
Score: -16568477.000000 Penalty: 3927.955078
	Iteration 164Q: 3 clusters Score -1.656848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 176639 members 
Entering Unmasked Estep 
Score: -16568473.000000 Penalty: 3927.955078
	Iteration 165Q: 3 clusters Score -1.656847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 176652 members 
Entering Unmasked Estep 
Score: -16568474.000000 Penalty: 3927.955078
	Iteration 166Q: 3 clusters Score -1.656847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 176671 members 
Entering Unmasked Estep 
Score: -16568473.000000 Penalty: 3927.955078
	Iteration 167Q: 3 clusters Score -1.656847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 176689 members 
Entering Unmasked Estep 
Score: -16568472.000000 Penalty: 3927.955078
	Iteration 168Q: 3 clusters Score -1.656847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 176704 members 
Entering Unmasked Estep 
Score: -16568464.000000 Penalty: 3927.955078
	Iteration 169Q: 3 clusters Score -1.656846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 176721 members 
Entering Unmasked Estep 
Score: -16568473.000000 Penalty: 3927.955078
	Iteration 170Q: 3 clusters Score -1.656847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 176740 members 
Entering Unmasked Estep 
Score: -16568473.000000 Penalty: 3927.955078
	Iteration 171Q: 3 clusters Score -1.656847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 176761 members 
Entering Unmasked Estep 
Score: -16568477.000000 Penalty: 3927.955078
	Iteration 172Q: 3 clusters Score -1.656848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 176778 members 
Entering Unmasked Estep 
Score: -16568506.000000 Penalty: 3927.955078
	Iteration 173Q: 3 clusters Score -1.656851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 176790 members 
Entering Unmasked Estep 
Score: -16568487.000000 Penalty: 3927.955078
	Iteration 174Q: 3 clusters Score -1.656849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 176798 members 
Entering Unmasked Estep 
Score: -16568484.000000 Penalty: 3927.955078
	Iteration 175Q: 3 clusters Score -1.656848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 176808 members 
Entering Unmasked Estep 
Score: -16568512.000000 Penalty: 3927.955078
	Iteration 176Q: 3 clusters Score -1.656851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 176816 members 
Entering Unmasked Estep 
Score: -16568515.000000 Penalty: 3927.955078
	Iteration 177Q: 3 clusters Score -1.656852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 176821 members 
Entering Unmasked Estep 
Score: -16568514.000000 Penalty: 3927.955078
	Iteration 178Q: 3 clusters Score -1.656851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 176829 members 
Entering Unmasked Estep 
Score: -16568510.000000 Penalty: 3927.955078
	Iteration 179Q: 3 clusters Score -1.656851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 176834 members 
Entering Unmasked Estep 
Score: -16568519.000000 Penalty: 3927.955078
	Iteration 180F: 3 clusters Score -1.656852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 176840 members 
Entering Unmasked Estep 
Score: -16568515.000000 Penalty: 3927.955078
	Iteration 181Q: 3 clusters Score -1.656852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 176847 members 
Entering Unmasked Estep 
Score: -16568512.000000 Penalty: 3927.955078
	Iteration 182Q: 3 clusters Score -1.656851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 176850 members 
Entering Unmasked Estep 
Score: -16568522.000000 Penalty: 3927.955078
	Iteration 183Q: 3 clusters Score -1.656852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -16568523.000000 Penalty: 3927.955078
	Iteration 184Q: 3 clusters Score -1.656852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -16568523.000000 Penalty: 3927.955078
	Iteration 185F: 3 clusters Score -1.656852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16536.189453 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -16536.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15711.053711 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -15711.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15882.403320 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -15882.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15981.716797 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -15981.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16031.142578 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -16031.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16181.795898 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -16181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16314.788086 Penalty: 1823.078369
	Iteration 5F: 3 clusters Score -16314.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16380.216797 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -16380.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16400.132812 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -16400.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16402.816406 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -16402.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16402.816406 Penalty: 1823.078369
	Iteration 9F: 3 clusters Score -16402.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Entering Unmasked Estep 
Score: -4960704.000000 Penalty: 1765.748779
	Iteration 0F: 2 clusters Score -4960704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4925766.500000 Penalty: 3531.497559
	Iteration 0F: 3 clusters Score -4925766 nChanged 24661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4939744.500000 Penalty: 3531.497559
	Iteration 1F: 3 clusters Score -4939744 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4940311.500000 Penalty: 3531.497559
	Iteration 2Q: 3 clusters Score -4940312 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4940977.500000 Penalty: 3531.497559
	Iteration 3Q: 3 clusters Score -4940978 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -4941717.500000 Penalty: 3531.497559
	Iteration 4Q: 3 clusters Score -4941718 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4942744.000000 Penalty: 3531.497559
	Iteration 5Q: 3 clusters Score -4942744 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4944295.000000 Penalty: 3531.497559
	Iteration 6F: 3 clusters Score -4944295 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4946333.000000 Penalty: 3531.497559
	Iteration 7F: 3 clusters Score -4946333 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4948763.500000 Penalty: 3531.497559
	Iteration 8F: 3 clusters Score -4948764 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4950753.000000 Penalty: 3531.497559
	Iteration 9F: 3 clusters Score -4950753 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4952032.000000 Penalty: 3531.497559
	Iteration 10Q: 3 clusters Score -4952032 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -4952718.500000 Penalty: 3531.497559
	Iteration 11Q: 3 clusters Score -4952718 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -4953184.000000 Penalty: 3531.497559
	Iteration 12Q: 3 clusters Score -4953184 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -4953553.000000 Penalty: 3531.497559
	Iteration 13Q: 3 clusters Score -4953553 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -4953870.000000 Penalty: 3531.497559
	Iteration 14Q: 3 clusters Score -4953870 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -4954222.000000 Penalty: 3531.497559
	Iteration 15Q: 3 clusters Score -4954222 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -4954616.500000 Penalty: 3531.497559
	Iteration 16Q: 3 clusters Score -4954616 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4955017.000000 Penalty: 3531.497559
	Iteration 17Q: 3 clusters Score -4955017 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -4955371.500000 Penalty: 3531.497559
	Iteration 18Q: 3 clusters Score -4955372 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -4955711.500000 Penalty: 3531.497559
	Iteration 19Q: 3 clusters Score -4955712 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -4956030.500000 Penalty: 3531.497559
	Iteration 20F: 3 clusters Score -4956030 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -4956371.000000 Penalty: 3531.497559
	Iteration 21Q: 3 clusters Score -4956371 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -4956759.000000 Penalty: 3531.497559
	Iteration 22Q: 3 clusters Score -4956759 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -4957102.000000 Penalty: 3531.497559
	Iteration 23Q: 3 clusters Score -4957102 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -4957411.500000 Penalty: 3531.497559
	Iteration 24Q: 3 clusters Score -4957412 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -4957665.500000 Penalty: 3531.497559
	Iteration 25Q: 3 clusters Score -4957666 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -4957917.500000 Penalty: 3531.497559
	Iteration 26Q: 3 clusters Score -4957918 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -4958153.500000 Penalty: 3531.497559
	Iteration 27Q: 3 clusters Score -4958154 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -4958377.000000 Penalty: 3531.497559
	Iteration 28Q: 3 clusters Score -4958377 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -4958551.500000 Penalty: 3531.497559
	Iteration 29Q: 3 clusters Score -4958552 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -4958691.500000 Penalty: 3531.497559
	Iteration 30Q: 3 clusters Score -4958692 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -4958792.500000 Penalty: 3531.497559
	Iteration 31Q: 3 clusters Score -4958792 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -4958874.500000 Penalty: 3531.497559
	Iteration 32Q: 3 clusters Score -4958874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -4958940.500000 Penalty: 3531.497559
	Iteration 33Q: 3 clusters Score -4958940 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -4958988.000000 Penalty: 3531.497559
	Iteration 34Q: 3 clusters Score -4958988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -4959041.500000 Penalty: 3531.497559
	Iteration 35Q: 3 clusters Score -4959042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -4959070.500000 Penalty: 3531.497559
	Iteration 36Q: 3 clusters Score -4959070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -4959087.000000 Penalty: 3531.497559
	Iteration 37Q: 3 clusters Score -4959087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -4959107.000000 Penalty: 3531.497559
	Iteration 38Q: 3 clusters Score -4959107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -4959125.000000 Penalty: 3531.497559
	Iteration 39Q: 3 clusters Score -4959125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -4959134.500000 Penalty: 3531.497559
	Iteration 40F: 3 clusters Score -4959134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -4959153.000000 Penalty: 3531.497559
	Iteration 41Q: 3 clusters Score -4959153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -4959172.500000 Penalty: 3531.497559
	Iteration 42Q: 3 clusters Score -4959172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -4959178.000000 Penalty: 3531.497559
	Iteration 43Q: 3 clusters Score -4959178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -4959181.000000 Penalty: 3531.497559
	Iteration 44Q: 3 clusters Score -4959181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -4959193.500000 Penalty: 3531.497559
	Iteration 45Q: 3 clusters Score -4959194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -4959196.000000 Penalty: 3531.497559
	Iteration 46Q: 3 clusters Score -4959196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -4959194.000000 Penalty: 3531.497559
	Iteration 47Q: 3 clusters Score -4959194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -4959199.000000 Penalty: 3531.497559
	Iteration 48Q: 3 clusters Score -4959199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -4959196.500000 Penalty: 3531.497559
	Iteration 49Q: 3 clusters Score -4959196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -4959194.500000 Penalty: 3531.497559
	Iteration 50Q: 3 clusters Score -4959194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -4959198.000000 Penalty: 3531.497559
	Iteration 51Q: 3 clusters Score -4959198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -4959198.000000 Penalty: 3531.497559
	Iteration 52F: 3 clusters Score -4959198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -705509.500000 Penalty: 1454.356201
	Iteration 0F: 2 clusters Score -705509.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -699813.937500 Penalty: 2908.712402
	Iteration 0F: 3 clusters Score -699813.9 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -701519.062500 Penalty: 2908.712402
	Iteration 1F: 3 clusters Score -701519.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -701705.375000 Penalty: 2908.712402
	Iteration 2F: 3 clusters Score -701705.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -701850.875000 Penalty: 2908.712402
	Iteration 3Q: 3 clusters Score -701850.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -702002.687500 Penalty: 2908.712402
	Iteration 4Q: 3 clusters Score -702002.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -702170.812500 Penalty: 2908.712402
	Iteration 5Q: 3 clusters Score -702170.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -702380.625000 Penalty: 2908.712402
	Iteration 6Q: 3 clusters Score -702380.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -702648.625000 Penalty: 2908.712402
	Iteration 7F: 3 clusters Score -702648.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -702948.125000 Penalty: 2908.712402
	Iteration 8F: 3 clusters Score -702948.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -703244.500000 Penalty: 2908.712402
	Iteration 9Q: 3 clusters Score -703244.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -703535.312500 Penalty: 2908.712402
	Iteration 10Q: 3 clusters Score -703535.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -703753.625000 Penalty: 2908.712402
	Iteration 11Q: 3 clusters Score -703753.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -703920.687500 Penalty: 2908.712402
	Iteration 12Q: 3 clusters Score -703920.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -704036.187500 Penalty: 2908.712402
	Iteration 13Q: 3 clusters Score -704036.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -704100.250000 Penalty: 2908.712402
	Iteration 14Q: 3 clusters Score -704100.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -704150.062500 Penalty: 2908.712402
	Iteration 15Q: 3 clusters Score -704150.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -704177.687500 Penalty: 2908.712402
	Iteration 16Q: 3 clusters Score -704177.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -704192.250000 Penalty: 2908.712402
	Iteration 17Q: 3 clusters Score -704192.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -704201.125000 Penalty: 2908.712402
	Iteration 18Q: 3 clusters Score -704201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -704206.187500 Penalty: 2908.712402
	Iteration 19Q: 3 clusters Score -704206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -704215.500000 Penalty: 2908.712402
	Iteration 20F: 3 clusters Score -704215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -704220.187500 Penalty: 2908.712402
	Iteration 21Q: 3 clusters Score -704220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -704221.625000 Penalty: 2908.712402
	Iteration 22Q: 3 clusters Score -704221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -704223.937500 Penalty: 2908.712402
	Iteration 23Q: 3 clusters Score -704223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -704228.625000 Penalty: 2908.712402
	Iteration 24Q: 3 clusters Score -704228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -704230.000000 Penalty: 2908.712402
	Iteration 25Q: 3 clusters Score -704230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -704230.250000 Penalty: 2908.712402
	Iteration 26Q: 3 clusters Score -704230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -704231.875000 Penalty: 2908.712402
	Iteration 27Q: 3 clusters Score -704231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -704231.875000 Penalty: 2908.712402
	Iteration 28F: 3 clusters Score -704231.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Entering Unmasked Estep 
Score: -888641.875000 Penalty: 1499.115723
	Iteration 0F: 2 clusters Score -888641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -881310.562500 Penalty: 2998.231445
	Iteration 0F: 3 clusters Score -881310.6 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -883752.875000 Penalty: 2998.231445
	Iteration 1F: 3 clusters Score -883752.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -883972.812500 Penalty: 2998.231445
	Iteration 2F: 3 clusters Score -883972.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -884166.562500 Penalty: 2998.231445
	Iteration 3Q: 3 clusters Score -884166.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -884377.000000 Penalty: 2998.231445
	Iteration 4Q: 3 clusters Score -884377 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -884619.562500 Penalty: 2998.231445
	Iteration 5Q: 3 clusters Score -884619.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -884900.625000 Penalty: 2998.231445
	Iteration 6Q: 3 clusters Score -884900.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -885243.000000 Penalty: 2998.231445
	Iteration 7Q: 3 clusters Score -885243 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -885624.375000 Penalty: 2998.231445
	Iteration 8F: 3 clusters Score -885624.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -886021.500000 Penalty: 2998.231445
	Iteration 9Q: 3 clusters Score -886021.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -886352.250000 Penalty: 2998.231445
	Iteration 10Q: 3 clusters Score -886352.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -886640.812500 Penalty: 2998.231445
	Iteration 11Q: 3 clusters Score -886640.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -886870.562500 Penalty: 2998.231445
	Iteration 12Q: 3 clusters Score -886870.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -887023.375000 Penalty: 2998.231445
	Iteration 13Q: 3 clusters Score -887023.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -887123.875000 Penalty: 2998.231445
	Iteration 14Q: 3 clusters Score -887123.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -887192.625000 Penalty: 2998.231445
	Iteration 15Q: 3 clusters Score -887192.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -887251.750000 Penalty: 2998.231445
	Iteration 16Q: 3 clusters Score -887251.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -887291.687500 Penalty: 2998.231445
	Iteration 17Q: 3 clusters Score -887291.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -887311.750000 Penalty: 2998.231445
	Iteration 18Q: 3 clusters Score -887311.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -887325.687500 Penalty: 2998.231445
	Iteration 19Q: 3 clusters Score -887325.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -887332.937500 Penalty: 2998.231445
	Iteration 20F: 3 clusters Score -887332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -887334.125000 Penalty: 2998.231445
	Iteration 21Q: 3 clusters Score -887334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -887335.750000 Penalty: 2998.231445
	Iteration 22Q: 3 clusters Score -887335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -887339.312500 Penalty: 2998.231445
	Iteration 23Q: 3 clusters Score -887339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -887342.625000 Penalty: 2998.231445
	Iteration 24Q: 3 clusters Score -887342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -887344.875000 Penalty: 2998.231445
	Iteration 25Q: 3 clusters Score -887344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -887347.062500 Penalty: 2998.231445
	Iteration 26Q: 3 clusters Score -887347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -887350.312500 Penalty: 2998.231445
	Iteration 27Q: 3 clusters Score -887350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -887350.937500 Penalty: 2998.231445
	Iteration 28Q: 3 clusters Score -887350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -887353.250000 Penalty: 2998.231445
	Iteration 29Q: 3 clusters Score -887353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -887354.750000 Penalty: 2998.231445
	Iteration 30Q: 3 clusters Score -887354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -887359.500000 Penalty: 2998.231445
	Iteration 31Q: 3 clusters Score -887359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -887364.875000 Penalty: 2998.231445
	Iteration 32Q: 3 clusters Score -887364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -887365.125000 Penalty: 2998.231445
	Iteration 33Q: 3 clusters Score -887365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -887366.937500 Penalty: 2998.231445
	Iteration 34Q: 3 clusters Score -887366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -887366.937500 Penalty: 2998.231445
	Iteration 35F: 3 clusters Score -887366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (131675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Entering Unmasked Estep 
Score: -12449960.000000 Penalty: 1915.564941
	Iteration 0F: 2 clusters Score -1.244996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -12361859.000000 Penalty: 3831.129883
	Iteration 0F: 3 clusters Score -1.236186e+07 nChanged 63496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -12399150.000000 Penalty: 3831.129883
	Iteration 1F: 3 clusters Score -1.239915e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -12400356.000000 Penalty: 3831.129883
	Iteration 2Q: 3 clusters Score -1.240036e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -12402240.000000 Penalty: 3831.129883
	Iteration 3Q: 3 clusters Score -1.240224e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 81817 members 
Entering Unmasked Estep 
Score: -12405976.000000 Penalty: 3831.129883
	Iteration 4F: 3 clusters Score -1.240598e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -12412778.000000 Penalty: 3831.129883
	Iteration 5F: 3 clusters Score -1.241278e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -12422376.000000 Penalty: 3831.129883
	Iteration 6F: 3 clusters Score -1.242238e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 110887 members 
Entering Unmasked Estep 
Score: -12432337.000000 Penalty: 3831.129883
	Iteration 7F: 3 clusters Score -1.243234e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -12439623.000000 Penalty: 3831.129883
	Iteration 8F: 3 clusters Score -1.243962e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 120673 members 
Entering Unmasked Estep 
Score: -12443673.000000 Penalty: 3831.129883
	Iteration 9Q: 3 clusters Score -1.244367e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 122196 members 
Entering Unmasked Estep 
Score: -12445238.000000 Penalty: 3831.129883
	Iteration 10Q: 3 clusters Score -1.244524e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -12445870.000000 Penalty: 3831.129883
	Iteration 11Q: 3 clusters Score -1.244587e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -12446264.000000 Penalty: 3831.129883
	Iteration 12Q: 3 clusters Score -1.244626e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 124473 members 
Entering Unmasked Estep 
Score: -12446519.000000 Penalty: 3831.129883
	Iteration 13Q: 3 clusters Score -1.244652e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -12446728.000000 Penalty: 3831.129883
	Iteration 14Q: 3 clusters Score -1.244673e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 125417 members 
Entering Unmasked Estep 
Score: -12446853.000000 Penalty: 3831.129883
	Iteration 15Q: 3 clusters Score -1.244685e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 125821 members 
Entering Unmasked Estep 
Score: -12446991.000000 Penalty: 3831.129883
	Iteration 16Q: 3 clusters Score -1.244699e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -12447164.000000 Penalty: 3831.129883
	Iteration 17Q: 3 clusters Score -1.244716e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 126526 members 
Entering Unmasked Estep 
Score: -12447279.000000 Penalty: 3831.129883
	Iteration 18Q: 3 clusters Score -1.244728e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -12447385.000000 Penalty: 3831.129883
	Iteration 19Q: 3 clusters Score -1.244738e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 127131 members 
Entering Unmasked Estep 
Score: -12447474.000000 Penalty: 3831.129883
	Iteration 20F: 3 clusters Score -1.244747e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 127376 members 
Entering Unmasked Estep 
Score: -12447593.000000 Penalty: 3831.129883
	Iteration 21Q: 3 clusters Score -1.244759e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 127597 members 
Entering Unmasked Estep 
Score: -12447620.000000 Penalty: 3831.129883
	Iteration 22Q: 3 clusters Score -1.244762e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 127814 members 
Entering Unmasked Estep 
Score: -12447732.000000 Penalty: 3831.129883
	Iteration 23Q: 3 clusters Score -1.244773e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 128002 members 
Entering Unmasked Estep 
Score: -12447792.000000 Penalty: 3831.129883
	Iteration 24Q: 3 clusters Score -1.244779e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 128154 members 
Entering Unmasked Estep 
Score: -12447829.000000 Penalty: 3831.129883
	Iteration 25Q: 3 clusters Score -1.244783e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -12447877.000000 Penalty: 3831.129883
	Iteration 26Q: 3 clusters Score -1.244788e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 128439 members 
Entering Unmasked Estep 
Score: -12447933.000000 Penalty: 3831.129883
	Iteration 27Q: 3 clusters Score -1.244793e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 128557 members 
Entering Unmasked Estep 
Score: -12447975.000000 Penalty: 3831.129883
	Iteration 28Q: 3 clusters Score -1.244798e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 128671 members 
Entering Unmasked Estep 
Score: -12448035.000000 Penalty: 3831.129883
	Iteration 29Q: 3 clusters Score -1.244804e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 128771 members 
Entering Unmasked Estep 
Score: -12448037.000000 Penalty: 3831.129883
	Iteration 30Q: 3 clusters Score -1.244804e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 128844 members 
Entering Unmasked Estep 
Score: -12448074.000000 Penalty: 3831.129883
	Iteration 31Q: 3 clusters Score -1.244807e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -12448121.000000 Penalty: 3831.129883
	Iteration 32Q: 3 clusters Score -1.244812e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 129010 members 
Entering Unmasked Estep 
Score: -12448124.000000 Penalty: 3831.129883
	Iteration 33Q: 3 clusters Score -1.244812e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 129081 members 
Entering Unmasked Estep 
Score: -12448115.000000 Penalty: 3831.129883
	Iteration 34Q: 3 clusters Score -1.244812e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 129151 members 
Entering Unmasked Estep 
Score: -12448112.000000 Penalty: 3831.129883
	Iteration 35Q: 3 clusters Score -1.244811e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -12448130.000000 Penalty: 3831.129883
	Iteration 36Q: 3 clusters Score -1.244813e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -12448109.000000 Penalty: 3831.129883
	Iteration 37Q: 3 clusters Score -1.244811e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -12448143.000000 Penalty: 3831.129883
	Iteration 38Q: 3 clusters Score -1.244814e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 129424 members 
Entering Unmasked Estep 
Score: -12448179.000000 Penalty: 3831.129883
	Iteration 39Q: 3 clusters Score -1.244818e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -12448196.000000 Penalty: 3831.129883
	Iteration 40F: 3 clusters Score -1.24482e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -12448236.000000 Penalty: 3831.129883
	Iteration 41Q: 3 clusters Score -1.244824e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 129605 members 
Entering Unmasked Estep 
Score: -12448243.000000 Penalty: 3831.129883
	Iteration 42Q: 3 clusters Score -1.244824e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 129660 members 
Entering Unmasked Estep 
Score: -12448242.000000 Penalty: 3831.129883
	Iteration 43Q: 3 clusters Score -1.244824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
Score: -12448270.000000 Penalty: 3831.129883
	Iteration 44Q: 3 clusters Score -1.244827e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -12448292.000000 Penalty: 3831.129883
	Iteration 45Q: 3 clusters Score -1.244829e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 129827 members 
Entering Unmasked Estep 
Score: -12448323.000000 Penalty: 3831.129883
	Iteration 46Q: 3 clusters Score -1.244832e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -12448325.000000 Penalty: 3831.129883
	Iteration 47Q: 3 clusters Score -1.244832e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -12448336.000000 Penalty: 3831.129883
	Iteration 48Q: 3 clusters Score -1.244834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 129974 members 
Entering Unmasked Estep 
Score: -12448365.000000 Penalty: 3831.129883
	Iteration 49Q: 3 clusters Score -1.244836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 130013 members 
Entering Unmasked Estep 
Score: -12448359.000000 Penalty: 3831.129883
	Iteration 50Q: 3 clusters Score -1.244836e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 130053 members 
Entering Unmasked Estep 
Score: -12448395.000000 Penalty: 3831.129883
	Iteration 51Q: 3 clusters Score -1.24484e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 130084 members 
Entering Unmasked Estep 
Score: -12448401.000000 Penalty: 3831.129883
	Iteration 52Q: 3 clusters Score -1.24484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 130105 members 
Entering Unmasked Estep 
Score: -12448402.000000 Penalty: 3831.129883
	Iteration 53Q: 3 clusters Score -1.24484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 130121 members 
Entering Unmasked Estep 
Score: -12448408.000000 Penalty: 3831.129883
	Iteration 54Q: 3 clusters Score -1.244841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 130139 members 
Entering Unmasked Estep 
Score: -12448411.000000 Penalty: 3831.129883
	Iteration 55Q: 3 clusters Score -1.244841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 130154 members 
Entering Unmasked Estep 
Score: -12448407.000000 Penalty: 3831.129883
	Iteration 56Q: 3 clusters Score -1.244841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 130171 members 
Entering Unmasked Estep 
Score: -12448414.000000 Penalty: 3831.129883
	Iteration 57Q: 3 clusters Score -1.244841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 130184 members 
Entering Unmasked Estep 
Score: -12448425.000000 Penalty: 3831.129883
	Iteration 58Q: 3 clusters Score -1.244842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 130199 members 
Entering Unmasked Estep 
Score: -12448406.000000 Penalty: 3831.129883
	Iteration 59Q: 3 clusters Score -1.244841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 130217 members 
Entering Unmasked Estep 
Score: -12448428.000000 Penalty: 3831.129883
	Iteration 60F: 3 clusters Score -1.244843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 130225 members 
Entering Unmasked Estep 
Score: -12448438.000000 Penalty: 3831.129883
	Iteration 61Q: 3 clusters Score -1.244844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 130237 members 
Entering Unmasked Estep 
Score: -12448448.000000 Penalty: 3831.129883
	Iteration 62Q: 3 clusters Score -1.244845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 130244 members 
Entering Unmasked Estep 
Score: -12448459.000000 Penalty: 3831.129883
	Iteration 63Q: 3 clusters Score -1.244846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 130250 members 
Entering Unmasked Estep 
Score: -12448458.000000 Penalty: 3831.129883
	Iteration 64Q: 3 clusters Score -1.244846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 130256 members 
Entering Unmasked Estep 
Score: -12448457.000000 Penalty: 3831.129883
	Iteration 65Q: 3 clusters Score -1.244846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 130264 members 
Entering Unmasked Estep 
Score: -12448451.000000 Penalty: 3831.129883
	Iteration 66Q: 3 clusters Score -1.244845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 130272 members 
Entering Unmasked Estep 
Score: -12448463.000000 Penalty: 3831.129883
	Iteration 67Q: 3 clusters Score -1.244846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -12448455.000000 Penalty: 3831.129883
	Iteration 68Q: 3 clusters Score -1.244846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 130287 members 
Entering Unmasked Estep 
Score: -12448451.000000 Penalty: 3831.129883
	Iteration 69Q: 3 clusters Score -1.244845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 130293 members 
Entering Unmasked Estep 
Score: -12448458.000000 Penalty: 3831.129883
	Iteration 70Q: 3 clusters Score -1.244846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 130295 members 
Entering Unmasked Estep 
Score: -12448457.000000 Penalty: 3831.129883
	Iteration 71Q: 3 clusters Score -1.244846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 130296 members 
Entering Unmasked Estep 
Score: -12448456.000000 Penalty: 3831.129883
	Iteration 72Q: 3 clusters Score -1.244846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 130296 members 
Entering Unmasked Estep 
Score: -12448456.000000 Penalty: 3831.129883
	Iteration 73F: 3 clusters Score -1.244846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -62268.222656 Penalty: 1086.655151
	Iteration 0F: 2 clusters Score -62268.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61025.117188 Penalty: 2173.310303
	Iteration 0F: 3 clusters Score -61025.12 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61438.257812 Penalty: 2173.310303
	Iteration 1F: 3 clusters Score -61438.26 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61676.398438 Penalty: 2173.310303
	Iteration 2F: 3 clusters Score -61676.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61821.476562 Penalty: 2173.310303
	Iteration 3F: 3 clusters Score -61821.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61877.441406 Penalty: 2173.310303
	Iteration 4Q: 3 clusters Score -61877.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61920.042969 Penalty: 2173.310303
	Iteration 5Q: 3 clusters Score -61920.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61941.117188 Penalty: 2173.310303
	Iteration 6Q: 3 clusters Score -61941.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61948.441406 Penalty: 2173.310303
	Iteration 7Q: 3 clusters Score -61948.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61960.089844 Penalty: 2173.310303
	Iteration 8Q: 3 clusters Score -61960.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61961.343750 Penalty: 2173.310303
	Iteration 9Q: 3 clusters Score -61961.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61961.343750 Penalty: 2173.310303
	Iteration 10F: 3 clusters Score -61961.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Entering Unmasked Estep 
Score: -4036443.500000 Penalty: 1732.159790
	Iteration 0F: 2 clusters Score -4036444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4007839.500000 Penalty: 3464.319580
	Iteration 0F: 3 clusters Score -4007840 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4019345.000000 Penalty: 3464.319580
	Iteration 1F: 3 clusters Score -4019345 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4020210.000000 Penalty: 3464.319580
	Iteration 2Q: 3 clusters Score -4020210 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4021573.500000 Penalty: 3464.319580
	Iteration 3F: 3 clusters Score -4021574 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4023767.500000 Penalty: 3464.319580
	Iteration 4F: 3 clusters Score -4023768 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4026775.000000 Penalty: 3464.319580
	Iteration 5F: 3 clusters Score -4026775 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4030043.750000 Penalty: 3464.319580
	Iteration 6F: 3 clusters Score -4030044 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -4032396.250000 Penalty: 3464.319580
	Iteration 7F: 3 clusters Score -4032396 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -4033740.000000 Penalty: 3464.319580
	Iteration 8Q: 3 clusters Score -4033740 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -4034382.500000 Penalty: 3464.319580
	Iteration 9Q: 3 clusters Score -4034382 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -4034617.250000 Penalty: 3464.319580
	Iteration 10Q: 3 clusters Score -4034617 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4034716.500000 Penalty: 3464.319580
	Iteration 11Q: 3 clusters Score -4034716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4034807.000000 Penalty: 3464.319580
	Iteration 12Q: 3 clusters Score -4034807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -4034855.250000 Penalty: 3464.319580
	Iteration 13Q: 3 clusters Score -4034855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -4034910.250000 Penalty: 3464.319580
	Iteration 14Q: 3 clusters Score -4034910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4034935.500000 Penalty: 3464.319580
	Iteration 15Q: 3 clusters Score -4034936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -4034954.750000 Penalty: 3464.319580
	Iteration 16Q: 3 clusters Score -4034955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -4034962.500000 Penalty: 3464.319580
	Iteration 17Q: 3 clusters Score -4034962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -4034965.250000 Penalty: 3464.319580
	Iteration 18Q: 3 clusters Score -4034965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -4034971.750000 Penalty: 3464.319580
	Iteration 19Q: 3 clusters Score -4034972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -4034970.250000 Penalty: 3464.319580
	Iteration 20F: 3 clusters Score -4034970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -4034969.750000 Penalty: 3464.319580
	Iteration 21Q: 3 clusters Score -4034970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -4034973.250000 Penalty: 3464.319580
	Iteration 22Q: 3 clusters Score -4034973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -4034980.750000 Penalty: 3464.319580
	Iteration 23Q: 3 clusters Score -4034981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -4034978.250000 Penalty: 3464.319580
	Iteration 24Q: 3 clusters Score -4034978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -4034984.250000 Penalty: 3464.319580
	Iteration 25Q: 3 clusters Score -4034984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -4034994.000000 Penalty: 3464.319580
	Iteration 26Q: 3 clusters Score -4034994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -4034997.750000 Penalty: 3464.319580
	Iteration 27Q: 3 clusters Score -4034998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -4034999.000000 Penalty: 3464.319580
	Iteration 28Q: 3 clusters Score -4034999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -4035000.750000 Penalty: 3464.319580
	Iteration 29Q: 3 clusters Score -4035001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -4035005.750000 Penalty: 3464.319580
	Iteration 30Q: 3 clusters Score -4035006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -4035003.250000 Penalty: 3464.319580
	Iteration 31Q: 3 clusters Score -4035003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -4035003.000000 Penalty: 3464.319580
	Iteration 32Q: 3 clusters Score -4035003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -4035005.500000 Penalty: 3464.319580
	Iteration 33Q: 3 clusters Score -4035006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -4035007.000000 Penalty: 3464.319580
	Iteration 34Q: 3 clusters Score -4035007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -4035013.250000 Penalty: 3464.319580
	Iteration 35Q: 3 clusters Score -4035013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -4035016.500000 Penalty: 3464.319580
	Iteration 36Q: 3 clusters Score -4035016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -4035020.250000 Penalty: 3464.319580
	Iteration 37Q: 3 clusters Score -4035020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -4035021.750000 Penalty: 3464.319580
	Iteration 38Q: 3 clusters Score -4035022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -4035022.000000 Penalty: 3464.319580
	Iteration 39Q: 3 clusters Score -4035022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -4035022.250000 Penalty: 3464.319580
	Iteration 40F: 3 clusters Score -4035022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -4035021.000000 Penalty: 3464.319580
	Iteration 41Q: 3 clusters Score -4035021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -4035022.500000 Penalty: 3464.319580
	Iteration 42Q: 3 clusters Score -4035022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -4035023.750000 Penalty: 3464.319580
	Iteration 43Q: 3 clusters Score -4035024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -4035026.000000 Penalty: 3464.319580
	Iteration 44Q: 3 clusters Score -4035026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -4035022.750000 Penalty: 3464.319580
	Iteration 45Q: 3 clusters Score -4035023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -4035022.750000 Penalty: 3464.319580
	Iteration 46F: 3 clusters Score -4035023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -35495.050781 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -35495.05 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 238 members 
Entering Unmasked Estep 
Score: -34494.492188 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -34494.49 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34679.398438 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -34679.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34767.601562 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -34767.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34824.449219 Penalty: 2005.802612
	Iteration 3F: 3 clusters Score -34824.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34922.496094 Penalty: 2005.802612
	Iteration 4F: 3 clusters Score -34922.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35026.019531 Penalty: 2005.802612
	Iteration 5F: 3 clusters Score -35026.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35130.167969 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -35130.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35198.453125 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -35198.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35221.402344 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -35221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35230.394531 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -35230.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35235.441406 Penalty: 2005.802612
	Iteration 10F: 3 clusters Score -35235.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35270.898438 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -35270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35275.960938 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -35275.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35280.578125 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -35280.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35282.523438 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -35282.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35282.523438 Penalty: 2005.802612
	Iteration 15F: 3 clusters Score -35282.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -335795.718750 Penalty: 1332.591431
	Iteration 0F: 2 clusters Score -335795.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -332612.531250 Penalty: 2665.182861
	Iteration 0F: 3 clusters Score -332612.5 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -333413.093750 Penalty: 2665.182861
	Iteration 1F: 3 clusters Score -333413.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -333567.062500 Penalty: 2665.182861
	Iteration 2F: 3 clusters Score -333567.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -333655.218750 Penalty: 2665.182861
	Iteration 3F: 3 clusters Score -333655.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -333707.375000 Penalty: 2665.182861
	Iteration 4Q: 3 clusters Score -333707.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -333739.968750 Penalty: 2665.182861
	Iteration 5Q: 3 clusters Score -333740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -333765.531250 Penalty: 2665.182861
	Iteration 6Q: 3 clusters Score -333765.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -333782.937500 Penalty: 2665.182861
	Iteration 7Q: 3 clusters Score -333782.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -333795.437500 Penalty: 2665.182861
	Iteration 8Q: 3 clusters Score -333795.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -333804.968750 Penalty: 2665.182861
	Iteration 9Q: 3 clusters Score -333805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -333814.656250 Penalty: 2665.182861
	Iteration 10Q: 3 clusters Score -333814.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -333820.437500 Penalty: 2665.182861
	Iteration 11Q: 3 clusters Score -333820.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -333827.187500 Penalty: 2665.182861
	Iteration 12Q: 3 clusters Score -333827.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -333833.625000 Penalty: 2665.182861
	Iteration 13Q: 3 clusters Score -333833.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -333839.312500 Penalty: 2665.182861
	Iteration 14Q: 3 clusters Score -333839.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -333844.156250 Penalty: 2665.182861
	Iteration 15Q: 3 clusters Score -333844.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -333850.281250 Penalty: 2665.182861
	Iteration 16Q: 3 clusters Score -333850.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -333861.062500 Penalty: 2665.182861
	Iteration 17Q: 3 clusters Score -333861.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -333872.000000 Penalty: 2665.182861
	Iteration 18Q: 3 clusters Score -333872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -333880.468750 Penalty: 2665.182861
	Iteration 19Q: 3 clusters Score -333880.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -333895.031250 Penalty: 2665.182861
	Iteration 20F: 3 clusters Score -333895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -333910.187500 Penalty: 2665.182861
	Iteration 21Q: 3 clusters Score -333910.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -333922.500000 Penalty: 2665.182861
	Iteration 22Q: 3 clusters Score -333922.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -333934.593750 Penalty: 2665.182861
	Iteration 23Q: 3 clusters Score -333934.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -333945.406250 Penalty: 2665.182861
	Iteration 24Q: 3 clusters Score -333945.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -333957.781250 Penalty: 2665.182861
	Iteration 25Q: 3 clusters Score -333957.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -333972.968750 Penalty: 2665.182861
	Iteration 26Q: 3 clusters Score -333973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -333989.718750 Penalty: 2665.182861
	Iteration 27Q: 3 clusters Score -333989.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -334013.812500 Penalty: 2665.182861
	Iteration 28Q: 3 clusters Score -334013.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -334033.718750 Penalty: 2665.182861
	Iteration 29Q: 3 clusters Score -334033.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -334055.062500 Penalty: 2665.182861
	Iteration 30Q: 3 clusters Score -334055.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -334083.031250 Penalty: 2665.182861
	Iteration 31Q: 3 clusters Score -334083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -334120.406250 Penalty: 2665.182861
	Iteration 32Q: 3 clusters Score -334120.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -334162.843750 Penalty: 2665.182861
	Iteration 33Q: 3 clusters Score -334162.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -334211.937500 Penalty: 2665.182861
	Iteration 34Q: 3 clusters Score -334211.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -334274.687500 Penalty: 2665.182861
	Iteration 35Q: 3 clusters Score -334274.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -334329.468750 Penalty: 2665.182861
	Iteration 36Q: 3 clusters Score -334329.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -334368.437500 Penalty: 2665.182861
	Iteration 37Q: 3 clusters Score -334368.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -334402.968750 Penalty: 2665.182861
	Iteration 38Q: 3 clusters Score -334403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -334431.156250 Penalty: 2665.182861
	Iteration 39Q: 3 clusters Score -334431.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -334453.843750 Penalty: 2665.182861
	Iteration 40F: 3 clusters Score -334453.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -334480.812500 Penalty: 2665.182861
	Iteration 41Q: 3 clusters Score -334480.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334510.000000 Penalty: 2665.182861
	Iteration 42Q: 3 clusters Score -334510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -334529.718750 Penalty: 2665.182861
	Iteration 43Q: 3 clusters Score -334529.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -334541.531250 Penalty: 2665.182861
	Iteration 44Q: 3 clusters Score -334541.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -334555.500000 Penalty: 2665.182861
	Iteration 45Q: 3 clusters Score -334555.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -334569.281250 Penalty: 2665.182861
	Iteration 46Q: 3 clusters Score -334569.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -334586.812500 Penalty: 2665.182861
	Iteration 47Q: 3 clusters Score -334586.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -334605.312500 Penalty: 2665.182861
	Iteration 48Q: 3 clusters Score -334605.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -334623.843750 Penalty: 2665.182861
	Iteration 49Q: 3 clusters Score -334623.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -334646.843750 Penalty: 2665.182861
	Iteration 50Q: 3 clusters Score -334646.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -334660.062500 Penalty: 2665.182861
	Iteration 51Q: 3 clusters Score -334660.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -334671.250000 Penalty: 2665.182861
	Iteration 52Q: 3 clusters Score -334671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -334676.593750 Penalty: 2665.182861
	Iteration 53Q: 3 clusters Score -334676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -334682.281250 Penalty: 2665.182861
	Iteration 54Q: 3 clusters Score -334682.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -334686.468750 Penalty: 2665.182861
	Iteration 55Q: 3 clusters Score -334686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -334689.625000 Penalty: 2665.182861
	Iteration 56Q: 3 clusters Score -334689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -334692.500000 Penalty: 2665.182861
	Iteration 57Q: 3 clusters Score -334692.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -334695.468750 Penalty: 2665.182861
	Iteration 58Q: 3 clusters Score -334695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -334696.250000 Penalty: 2665.182861
	Iteration 59Q: 3 clusters Score -334696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -334696.593750 Penalty: 2665.182861
	Iteration 60F: 3 clusters Score -334696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -171012.750000 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -171012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -168893.171875 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -168893.2 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -169369.609375 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -169369.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -169477.375000 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -169477.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -169542.421875 Penalty: 2484.287598
	Iteration 3Q: 3 clusters Score -169542.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -169599.343750 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -169599.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -169656.484375 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -169656.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -169703.453125 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -169703.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -169745.406250 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -169745.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -169777.000000 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -169777 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -169800.375000 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -169800.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -169814.015625 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -169814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -169825.296875 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -169825.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -169836.609375 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -169836.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -169846.500000 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -169846.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -169861.296875 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -169861.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -169877.250000 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -169877.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -169898.046875 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -169898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -169909.843750 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -169909.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -169918.156250 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -169918.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -169928.921875 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -169928.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -169937.312500 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -169937.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -169947.390625 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -169947.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -169958.046875 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -169958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -169968.562500 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -169968.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -169975.937500 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -169975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -169983.703125 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -169983.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -169989.937500 Penalty: 2484.287598
	Iteration 26Q: 3 clusters Score -169989.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -170000.843750 Penalty: 2484.287598
	Iteration 27Q: 3 clusters Score -170000.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -170011.562500 Penalty: 2484.287598
	Iteration 28Q: 3 clusters Score -170011.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -170021.843750 Penalty: 2484.287598
	Iteration 29Q: 3 clusters Score -170021.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -170026.500000 Penalty: 2484.287598
	Iteration 30Q: 3 clusters Score -170026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170028.281250 Penalty: 2484.287598
	Iteration 31Q: 3 clusters Score -170028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -170029.515625 Penalty: 2484.287598
	Iteration 32Q: 3 clusters Score -170029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170031.500000 Penalty: 2484.287598
	Iteration 33Q: 3 clusters Score -170031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -170034.062500 Penalty: 2484.287598
	Iteration 34Q: 3 clusters Score -170034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -170038.484375 Penalty: 2484.287598
	Iteration 35Q: 3 clusters Score -170038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -170041.109375 Penalty: 2484.287598
	Iteration 36Q: 3 clusters Score -170041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -170042.578125 Penalty: 2484.287598
	Iteration 37Q: 3 clusters Score -170042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170045.578125 Penalty: 2484.287598
	Iteration 38Q: 3 clusters Score -170045.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170049.796875 Penalty: 2484.287598
	Iteration 39Q: 3 clusters Score -170049.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -170055.500000 Penalty: 2484.287598
	Iteration 40F: 3 clusters Score -170055.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -170059.796875 Penalty: 2484.287598
	Iteration 41Q: 3 clusters Score -170059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170062.234375 Penalty: 2484.287598
	Iteration 42Q: 3 clusters Score -170062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -170065.046875 Penalty: 2484.287598
	Iteration 43Q: 3 clusters Score -170065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -170067.125000 Penalty: 2484.287598
	Iteration 44Q: 3 clusters Score -170067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -170068.484375 Penalty: 2484.287598
	Iteration 45Q: 3 clusters Score -170068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -170070.109375 Penalty: 2484.287598
	Iteration 46Q: 3 clusters Score -170070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -170070.343750 Penalty: 2484.287598
	Iteration 47Q: 3 clusters Score -170070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -170070.625000 Penalty: 2484.287598
	Iteration 48Q: 3 clusters Score -170070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170071.250000 Penalty: 2484.287598
	Iteration 49Q: 3 clusters Score -170071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -170071.546875 Penalty: 2484.287598
	Iteration 50Q: 3 clusters Score -170071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170071.843750 Penalty: 2484.287598
	Iteration 51Q: 3 clusters Score -170071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170071.843750 Penalty: 2484.287598
	Iteration 52F: 3 clusters Score -170071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -18407.251953 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -18407.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17635.693359 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -17635.69 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18064.507812 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -18064.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18252.087891 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -18252.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18327.541016 Penalty: 1945.596924
	Iteration 3Q: 3 clusters Score -18327.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18378.511719 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -18378.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18394.093750 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -18394.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18396.232422 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -18396.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18396.232422 Penalty: 1945.596924
	Iteration 7F: 3 clusters Score -18396.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Entering Unmasked Estep 
Score: -794575.250000 Penalty: 1467.785889
	Iteration 0F: 2 clusters Score -794575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -788483.812500 Penalty: 2935.571777
	Iteration 0F: 3 clusters Score -788483.8 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -790330.562500 Penalty: 2935.571777
	Iteration 1F: 3 clusters Score -790330.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -790521.000000 Penalty: 2935.571777
	Iteration 2F: 3 clusters Score -790521 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -790678.500000 Penalty: 2935.571777
	Iteration 3Q: 3 clusters Score -790678.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -790819.687500 Penalty: 2935.571777
	Iteration 4Q: 3 clusters Score -790819.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -790923.375000 Penalty: 2935.571777
	Iteration 5Q: 3 clusters Score -790923.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -791015.062500 Penalty: 2935.571777
	Iteration 6Q: 3 clusters Score -791015.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -791092.625000 Penalty: 2935.571777
	Iteration 7Q: 3 clusters Score -791092.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -791161.812500 Penalty: 2935.571777
	Iteration 8Q: 3 clusters Score -791161.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -791219.187500 Penalty: 2935.571777
	Iteration 9Q: 3 clusters Score -791219.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -791271.187500 Penalty: 2935.571777
	Iteration 10Q: 3 clusters Score -791271.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -791327.687500 Penalty: 2935.571777
	Iteration 11Q: 3 clusters Score -791327.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -791405.000000 Penalty: 2935.571777
	Iteration 12Q: 3 clusters Score -791405 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -791493.187500 Penalty: 2935.571777
	Iteration 13Q: 3 clusters Score -791493.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -791606.687500 Penalty: 2935.571777
	Iteration 14Q: 3 clusters Score -791606.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -791752.812500 Penalty: 2935.571777
	Iteration 15Q: 3 clusters Score -791752.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -791963.000000 Penalty: 2935.571777
	Iteration 16Q: 3 clusters Score -791963 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -792222.937500 Penalty: 2935.571777
	Iteration 17Q: 3 clusters Score -792222.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -792502.562500 Penalty: 2935.571777
	Iteration 18Q: 3 clusters Score -792502.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -792774.937500 Penalty: 2935.571777
	Iteration 19Q: 3 clusters Score -792774.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -792935.062500 Penalty: 2935.571777
	Iteration 20F: 3 clusters Score -792935.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -793043.375000 Penalty: 2935.571777
	Iteration 21Q: 3 clusters Score -793043.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -793103.062500 Penalty: 2935.571777
	Iteration 22Q: 3 clusters Score -793103.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -793143.437500 Penalty: 2935.571777
	Iteration 23Q: 3 clusters Score -793143.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -793179.812500 Penalty: 2935.571777
	Iteration 24Q: 3 clusters Score -793179.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -793209.062500 Penalty: 2935.571777
	Iteration 25Q: 3 clusters Score -793209.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -793236.562500 Penalty: 2935.571777
	Iteration 26Q: 3 clusters Score -793236.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -793260.937500 Penalty: 2935.571777
	Iteration 27Q: 3 clusters Score -793260.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -793285.125000 Penalty: 2935.571777
	Iteration 28Q: 3 clusters Score -793285.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -793299.937500 Penalty: 2935.571777
	Iteration 29Q: 3 clusters Score -793299.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -793312.062500 Penalty: 2935.571777
	Iteration 30Q: 3 clusters Score -793312.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -793316.750000 Penalty: 2935.571777
	Iteration 31Q: 3 clusters Score -793316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -793318.125000 Penalty: 2935.571777
	Iteration 32Q: 3 clusters Score -793318.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -793320.125000 Penalty: 2935.571777
	Iteration 33Q: 3 clusters Score -793320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -793322.687500 Penalty: 2935.571777
	Iteration 34Q: 3 clusters Score -793322.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -793324.937500 Penalty: 2935.571777
	Iteration 35Q: 3 clusters Score -793324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -793330.125000 Penalty: 2935.571777
	Iteration 36Q: 3 clusters Score -793330.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -793337.187500 Penalty: 2935.571777
	Iteration 37Q: 3 clusters Score -793337.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -793343.062500 Penalty: 2935.571777
	Iteration 38Q: 3 clusters Score -793343.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -793346.562500 Penalty: 2935.571777
	Iteration 39Q: 3 clusters Score -793346.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -793354.000000 Penalty: 2935.571777
	Iteration 40F: 3 clusters Score -793354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -793360.875000 Penalty: 2935.571777
	Iteration 41Q: 3 clusters Score -793360.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -793366.750000 Penalty: 2935.571777
	Iteration 42Q: 3 clusters Score -793366.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -793371.500000 Penalty: 2935.571777
	Iteration 43Q: 3 clusters Score -793371.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -793373.250000 Penalty: 2935.571777
	Iteration 44Q: 3 clusters Score -793373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -793373.250000 Penalty: 2935.571777
	Iteration 45Q: 3 clusters Score -793373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -793377.812500 Penalty: 2935.571777
	Iteration 46Q: 3 clusters Score -793377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -793378.937500 Penalty: 2935.571777
	Iteration 47Q: 3 clusters Score -793378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -793378.062500 Penalty: 2935.571777
	Iteration 48Q: 3 clusters Score -793378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -793379.000000 Penalty: 2935.571777
	Iteration 49Q: 3 clusters Score -793379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -793378.437500 Penalty: 2935.571777
	Iteration 50Q: 3 clusters Score -793378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -793378.750000 Penalty: 2935.571777
	Iteration 51Q: 3 clusters Score -793378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -793379.187500 Penalty: 2935.571777
	Iteration 52Q: 3 clusters Score -793379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -793378.875000 Penalty: 2935.571777
	Iteration 53Q: 3 clusters Score -793378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -793378.875000 Penalty: 2935.571777
	Iteration 54F: 3 clusters Score -793378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Entering Unmasked Estep 
Score: -4606193.500000 Penalty: 1753.692627
	Iteration 0F: 2 clusters Score -4606194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4573685.000000 Penalty: 3507.385254
	Iteration 0F: 3 clusters Score -4573685 nChanged 22611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -4586315.500000 Penalty: 3507.385254
	Iteration 1F: 3 clusters Score -4586316 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -4586787.500000 Penalty: 3507.385254
	Iteration 2Q: 3 clusters Score -4586788 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4587452.000000 Penalty: 3507.385254
	Iteration 3Q: 3 clusters Score -4587452 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4588423.000000 Penalty: 3507.385254
	Iteration 4Q: 3 clusters Score -4588423 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4590007.000000 Penalty: 3507.385254
	Iteration 5F: 3 clusters Score -4590007 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4592629.000000 Penalty: 3507.385254
	Iteration 6F: 3 clusters Score -4592629 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -4596276.500000 Penalty: 3507.385254
	Iteration 7F: 3 clusters Score -4596276 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -4600132.500000 Penalty: 3507.385254
	Iteration 8F: 3 clusters Score -4600132 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -4602872.500000 Penalty: 3507.385254
	Iteration 9F: 3 clusters Score -4602872 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -4604044.500000 Penalty: 3507.385254
	Iteration 10Q: 3 clusters Score -4604044 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -4604410.000000 Penalty: 3507.385254
	Iteration 11Q: 3 clusters Score -4604410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -4604533.000000 Penalty: 3507.385254
	Iteration 12Q: 3 clusters Score -4604533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -4604577.500000 Penalty: 3507.385254
	Iteration 13Q: 3 clusters Score -4604578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -4604610.500000 Penalty: 3507.385254
	Iteration 14Q: 3 clusters Score -4604610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -4604615.000000 Penalty: 3507.385254
	Iteration 15Q: 3 clusters Score -4604615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -4604615.500000 Penalty: 3507.385254
	Iteration 16Q: 3 clusters Score -4604616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -4604615.500000 Penalty: 3507.385254
	Iteration 17Q: 3 clusters Score -4604616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -4604615.500000 Penalty: 3507.385254
	Iteration 18F: 3 clusters Score -4604616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -82047.742188 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -82047.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -80597.437500 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -80597.44 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -80867.117188 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -80867.12 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80967.375000 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -80967.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81027.914062 Penalty: 2235.790771
	Iteration 3Q: 3 clusters Score -81027.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81062.968750 Penalty: 2235.790771
	Iteration 4Q: 3 clusters Score -81062.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81101.640625 Penalty: 2235.790771
	Iteration 5Q: 3 clusters Score -81101.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81135.015625 Penalty: 2235.790771
	Iteration 6Q: 3 clusters Score -81135.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81171.343750 Penalty: 2235.790771
	Iteration 7Q: 3 clusters Score -81171.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81215.015625 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -81215.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81250.945312 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -81250.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81273.898438 Penalty: 2235.790771
	Iteration 10Q: 3 clusters Score -81273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81292.937500 Penalty: 2235.790771
	Iteration 11Q: 3 clusters Score -81292.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81308.164062 Penalty: 2235.790771
	Iteration 12Q: 3 clusters Score -81308.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81312.500000 Penalty: 2235.790771
	Iteration 13Q: 3 clusters Score -81312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81320.078125 Penalty: 2235.790771
	Iteration 14Q: 3 clusters Score -81320.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81335.492188 Penalty: 2235.790771
	Iteration 15Q: 3 clusters Score -81335.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81338.914062 Penalty: 2235.790771
	Iteration 16Q: 3 clusters Score -81338.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81341.500000 Penalty: 2235.790771
	Iteration 17Q: 3 clusters Score -81341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81344.695312 Penalty: 2235.790771
	Iteration 18Q: 3 clusters Score -81344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81346.460938 Penalty: 2235.790771
	Iteration 19Q: 3 clusters Score -81346.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81347.218750 Penalty: 2235.790771
	Iteration 20F: 3 clusters Score -81347.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Entering Unmasked Estep 
Score: -2074127.750000 Penalty: 1630.815308
	Iteration 0F: 2 clusters Score -2074128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2058696.000000 Penalty: 3261.630615
	Iteration 0F: 3 clusters Score -2058696 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2064248.875000 Penalty: 3261.630615
	Iteration 1F: 3 clusters Score -2064249 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2064514.375000 Penalty: 3261.630615
	Iteration 2Q: 3 clusters Score -2064514 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2064769.500000 Penalty: 3261.630615
	Iteration 3Q: 3 clusters Score -2064770 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2064991.750000 Penalty: 3261.630615
	Iteration 4Q: 3 clusters Score -2064992 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2065251.000000 Penalty: 3261.630615
	Iteration 5Q: 3 clusters Score -2065251 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2065566.875000 Penalty: 3261.630615
	Iteration 6Q: 3 clusters Score -2065567 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2065903.500000 Penalty: 3261.630615
	Iteration 7Q: 3 clusters Score -2065904 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2066257.250000 Penalty: 3261.630615
	Iteration 8Q: 3 clusters Score -2066257 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2066661.875000 Penalty: 3261.630615
	Iteration 9Q: 3 clusters Score -2066662 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2067100.500000 Penalty: 3261.630615
	Iteration 10Q: 3 clusters Score -2067100 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2067709.625000 Penalty: 3261.630615
	Iteration 11Q: 3 clusters Score -2067710 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2068465.625000 Penalty: 3261.630615
	Iteration 12Q: 3 clusters Score -2068466 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2069327.000000 Penalty: 3261.630615
	Iteration 13Q: 3 clusters Score -2069327 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2070067.000000 Penalty: 3261.630615
	Iteration 14Q: 3 clusters Score -2070067 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2070592.875000 Penalty: 3261.630615
	Iteration 15Q: 3 clusters Score -2070593 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2070990.250000 Penalty: 3261.630615
	Iteration 16Q: 3 clusters Score -2070990 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2071357.250000 Penalty: 3261.630615
	Iteration 17Q: 3 clusters Score -2071357 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2071666.125000 Penalty: 3261.630615
	Iteration 18Q: 3 clusters Score -2071666 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2071983.750000 Penalty: 3261.630615
	Iteration 19Q: 3 clusters Score -2071984 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2072207.375000 Penalty: 3261.630615
	Iteration 20F: 3 clusters Score -2072207 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2072368.875000 Penalty: 3261.630615
	Iteration 21Q: 3 clusters Score -2072369 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2072492.000000 Penalty: 3261.630615
	Iteration 22Q: 3 clusters Score -2072492 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2072599.500000 Penalty: 3261.630615
	Iteration 23Q: 3 clusters Score -2072600 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2072692.875000 Penalty: 3261.630615
	Iteration 24Q: 3 clusters Score -2072693 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2072744.625000 Penalty: 3261.630615
	Iteration 25Q: 3 clusters Score -2072745 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2072788.875000 Penalty: 3261.630615
	Iteration 26Q: 3 clusters Score -2072789 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2072829.625000 Penalty: 3261.630615
	Iteration 27Q: 3 clusters Score -2072830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2072852.250000 Penalty: 3261.630615
	Iteration 28Q: 3 clusters Score -2072852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2072865.750000 Penalty: 3261.630615
	Iteration 29Q: 3 clusters Score -2072866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2072879.375000 Penalty: 3261.630615
	Iteration 30Q: 3 clusters Score -2072879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2072886.250000 Penalty: 3261.630615
	Iteration 31Q: 3 clusters Score -2072886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2072899.000000 Penalty: 3261.630615
	Iteration 32Q: 3 clusters Score -2072899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2072907.625000 Penalty: 3261.630615
	Iteration 33Q: 3 clusters Score -2072908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2072908.375000 Penalty: 3261.630615
	Iteration 34Q: 3 clusters Score -2072908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2072912.875000 Penalty: 3261.630615
	Iteration 35Q: 3 clusters Score -2072913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2072919.125000 Penalty: 3261.630615
	Iteration 36Q: 3 clusters Score -2072919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2072921.000000 Penalty: 3261.630615
	Iteration 37Q: 3 clusters Score -2072921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2072924.625000 Penalty: 3261.630615
	Iteration 38Q: 3 clusters Score -2072925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2072929.250000 Penalty: 3261.630615
	Iteration 39Q: 3 clusters Score -2072929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2072932.500000 Penalty: 3261.630615
	Iteration 40F: 3 clusters Score -2072932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2072931.875000 Penalty: 3261.630615
	Iteration 41Q: 3 clusters Score -2072932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2072935.500000 Penalty: 3261.630615
	Iteration 42Q: 3 clusters Score -2072936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2072936.750000 Penalty: 3261.630615
	Iteration 43Q: 3 clusters Score -2072937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2072939.375000 Penalty: 3261.630615
	Iteration 44Q: 3 clusters Score -2072939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2072942.875000 Penalty: 3261.630615
	Iteration 45Q: 3 clusters Score -2072943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2072942.875000 Penalty: 3261.630615
	Iteration 46F: 3 clusters Score -2072943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Entering Unmasked Estep 
Score: -6769541.500000 Penalty: 1816.154175
	Iteration 0F: 2 clusters Score -6769542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -6722011.000000 Penalty: 3632.308350
	Iteration 0F: 3 clusters Score -6722011 nChanged 33794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -6740975.000000 Penalty: 3632.308350
	Iteration 1F: 3 clusters Score -6740975 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -6741488.500000 Penalty: 3632.308350
	Iteration 2Q: 3 clusters Score -6741488 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -6742034.500000 Penalty: 3632.308350
	Iteration 3Q: 3 clusters Score -6742034 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -6742661.000000 Penalty: 3632.308350
	Iteration 4Q: 3 clusters Score -6742661 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -6743640.500000 Penalty: 3632.308350
	Iteration 5Q: 3 clusters Score -6743640 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -6745094.500000 Penalty: 3632.308350
	Iteration 6Q: 3 clusters Score -6745094 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -6747295.500000 Penalty: 3632.308350
	Iteration 7F: 3 clusters Score -6747296 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -6750380.500000 Penalty: 3632.308350
	Iteration 8F: 3 clusters Score -6750380 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6754051.000000 Penalty: 3632.308350
	Iteration 9F: 3 clusters Score -6754051 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -6756985.000000 Penalty: 3632.308350
	Iteration 10F: 3 clusters Score -6756985 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -6758362.500000 Penalty: 3632.308350
	Iteration 11Q: 3 clusters Score -6758362 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -6759082.000000 Penalty: 3632.308350
	Iteration 12Q: 3 clusters Score -6759082 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -6759658.000000 Penalty: 3632.308350
	Iteration 13Q: 3 clusters Score -6759658 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -6760214.000000 Penalty: 3632.308350
	Iteration 14Q: 3 clusters Score -6760214 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -6760769.500000 Penalty: 3632.308350
	Iteration 15Q: 3 clusters Score -6760770 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -6761393.000000 Penalty: 3632.308350
	Iteration 16Q: 3 clusters Score -6761393 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -6762013.000000 Penalty: 3632.308350
	Iteration 17Q: 3 clusters Score -6762013 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -6762593.500000 Penalty: 3632.308350
	Iteration 18Q: 3 clusters Score -6762594 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -6763160.000000 Penalty: 3632.308350
	Iteration 19Q: 3 clusters Score -6763160 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -6763765.500000 Penalty: 3632.308350
	Iteration 20F: 3 clusters Score -6763766 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -6764255.000000 Penalty: 3632.308350
	Iteration 21Q: 3 clusters Score -6764255 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -6764658.500000 Penalty: 3632.308350
	Iteration 22Q: 3 clusters Score -6764658 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -6765035.000000 Penalty: 3632.308350
	Iteration 23Q: 3 clusters Score -6765035 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -6765332.000000 Penalty: 3632.308350
	Iteration 24Q: 3 clusters Score -6765332 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -6765619.500000 Penalty: 3632.308350
	Iteration 25Q: 3 clusters Score -6765620 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -6765879.000000 Penalty: 3632.308350
	Iteration 26Q: 3 clusters Score -6765879 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -6766034.500000 Penalty: 3632.308350
	Iteration 27Q: 3 clusters Score -6766034 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -6766223.500000 Penalty: 3632.308350
	Iteration 28Q: 3 clusters Score -6766224 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -6766355.500000 Penalty: 3632.308350
	Iteration 29Q: 3 clusters Score -6766356 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -6766546.000000 Penalty: 3632.308350
	Iteration 30Q: 3 clusters Score -6766546 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -6766671.500000 Penalty: 3632.308350
	Iteration 31Q: 3 clusters Score -6766672 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -6766773.000000 Penalty: 3632.308350
	Iteration 32Q: 3 clusters Score -6766773 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -6766868.500000 Penalty: 3632.308350
	Iteration 33Q: 3 clusters Score -6766868 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -6766980.000000 Penalty: 3632.308350
	Iteration 34Q: 3 clusters Score -6766980 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -6767064.000000 Penalty: 3632.308350
	Iteration 35Q: 3 clusters Score -6767064 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -6767135.000000 Penalty: 3632.308350
	Iteration 36Q: 3 clusters Score -6767135 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -6767206.500000 Penalty: 3632.308350
	Iteration 37Q: 3 clusters Score -6767206 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -6767272.500000 Penalty: 3632.308350
	Iteration 38Q: 3 clusters Score -6767272 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -6767348.500000 Penalty: 3632.308350
	Iteration 39Q: 3 clusters Score -6767348 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -6767421.500000 Penalty: 3632.308350
	Iteration 40F: 3 clusters Score -6767422 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -6767477.500000 Penalty: 3632.308350
	Iteration 41Q: 3 clusters Score -6767478 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -6767540.500000 Penalty: 3632.308350
	Iteration 42Q: 3 clusters Score -6767540 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -6767588.000000 Penalty: 3632.308350
	Iteration 43Q: 3 clusters Score -6767588 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -6767602.000000 Penalty: 3632.308350
	Iteration 44Q: 3 clusters Score -6767602 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -6767636.500000 Penalty: 3632.308350
	Iteration 45Q: 3 clusters Score -6767636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -6767654.500000 Penalty: 3632.308350
	Iteration 46Q: 3 clusters Score -6767654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -6767704.000000 Penalty: 3632.308350
	Iteration 47Q: 3 clusters Score -6767704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -6767725.500000 Penalty: 3632.308350
	Iteration 48Q: 3 clusters Score -6767726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -6767749.500000 Penalty: 3632.308350
	Iteration 49Q: 3 clusters Score -6767750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -6767760.500000 Penalty: 3632.308350
	Iteration 50Q: 3 clusters Score -6767760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -6767785.000000 Penalty: 3632.308350
	Iteration 51Q: 3 clusters Score -6767785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -6767803.500000 Penalty: 3632.308350
	Iteration 52Q: 3 clusters Score -6767804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -6767835.000000 Penalty: 3632.308350
	Iteration 53Q: 3 clusters Score -6767835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -6767844.000000 Penalty: 3632.308350
	Iteration 54Q: 3 clusters Score -6767844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -6767859.000000 Penalty: 3632.308350
	Iteration 55Q: 3 clusters Score -6767859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -6767875.000000 Penalty: 3632.308350
	Iteration 56Q: 3 clusters Score -6767875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -6767878.000000 Penalty: 3632.308350
	Iteration 57Q: 3 clusters Score -6767878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -6767896.000000 Penalty: 3632.308350
	Iteration 58Q: 3 clusters Score -6767896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -6767912.000000 Penalty: 3632.308350
	Iteration 59Q: 3 clusters Score -6767912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -6767921.500000 Penalty: 3632.308350
	Iteration 60F: 3 clusters Score -6767922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -6767923.000000 Penalty: 3632.308350
	Iteration 61Q: 3 clusters Score -6767923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -6767924.500000 Penalty: 3632.308350
	Iteration 62Q: 3 clusters Score -6767924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -6767934.500000 Penalty: 3632.308350
	Iteration 63Q: 3 clusters Score -6767934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -6767940.500000 Penalty: 3632.308350
	Iteration 64Q: 3 clusters Score -6767940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -6767935.500000 Penalty: 3632.308350
	Iteration 65Q: 3 clusters Score -6767936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -6767947.500000 Penalty: 3632.308350
	Iteration 66Q: 3 clusters Score -6767948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -6767954.500000 Penalty: 3632.308350
	Iteration 67Q: 3 clusters Score -6767954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -6767956.000000 Penalty: 3632.308350
	Iteration 68Q: 3 clusters Score -6767956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -6767961.500000 Penalty: 3632.308350
	Iteration 69Q: 3 clusters Score -6767962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -6767960.500000 Penalty: 3632.308350
	Iteration 70Q: 3 clusters Score -6767960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -6767970.500000 Penalty: 3632.308350
	Iteration 71Q: 3 clusters Score -6767970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -6767972.000000 Penalty: 3632.308350
	Iteration 72Q: 3 clusters Score -6767972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -6767970.000000 Penalty: 3632.308350
	Iteration 73Q: 3 clusters Score -6767970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -6767978.000000 Penalty: 3632.308350
	Iteration 74Q: 3 clusters Score -6767978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -6767981.000000 Penalty: 3632.308350
	Iteration 75Q: 3 clusters Score -6767981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -6767984.000000 Penalty: 3632.308350
	Iteration 76Q: 3 clusters Score -6767984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -6767987.000000 Penalty: 3632.308350
	Iteration 77Q: 3 clusters Score -6767987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -6767993.000000 Penalty: 3632.308350
	Iteration 78Q: 3 clusters Score -6767993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -6767986.500000 Penalty: 3632.308350
	Iteration 79Q: 3 clusters Score -6767986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -6767989.000000 Penalty: 3632.308350
	Iteration 80F: 3 clusters Score -6767989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -6767987.000000 Penalty: 3632.308350
	Iteration 81Q: 3 clusters Score -6767987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -6767992.500000 Penalty: 3632.308350
	Iteration 82Q: 3 clusters Score -6767992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -6767996.500000 Penalty: 3632.308350
	Iteration 83Q: 3 clusters Score -6767996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -6767997.000000 Penalty: 3632.308350
	Iteration 84Q: 3 clusters Score -6767997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -6767994.500000 Penalty: 3632.308350
	Iteration 85Q: 3 clusters Score -6767994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -6767996.500000 Penalty: 3632.308350
	Iteration 86Q: 3 clusters Score -6767996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -6767997.500000 Penalty: 3632.308350
	Iteration 87Q: 3 clusters Score -6767998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -6767998.500000 Penalty: 3632.308350
	Iteration 88Q: 3 clusters Score -6767998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -6768004.000000 Penalty: 3632.308350
	Iteration 89Q: 3 clusters Score -6768004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -6768004.000000 Penalty: 3632.308350
	Iteration 90F: 3 clusters Score -6768004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9517.103516 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -9517.104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8875.850586 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -8875.851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9011.243164 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -9011.243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9076.864258 Penalty: 1667.217041
	Iteration 2F: 3 clusters Score -9076.864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9094.131836 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -9094.132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9095.554688 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -9095.555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9095.554688 Penalty: 1667.217041
	Iteration 5F: 3 clusters Score -9095.555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (69371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Entering Unmasked Estep 
Score: -6554810.500000 Penalty: 1811.423950
	Iteration 0F: 2 clusters Score -6554810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -6508455.000000 Penalty: 3622.847900
	Iteration 0F: 3 clusters Score -6508455 nChanged 32828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -6527685.500000 Penalty: 3622.847900
	Iteration 1F: 3 clusters Score -6527686 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -6528493.500000 Penalty: 3622.847900
	Iteration 2Q: 3 clusters Score -6528494 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -6529697.000000 Penalty: 3622.847900
	Iteration 3Q: 3 clusters Score -6529697 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -6531670.000000 Penalty: 3622.847900
	Iteration 4F: 3 clusters Score -6531670 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -6535269.500000 Penalty: 3622.847900
	Iteration 5F: 3 clusters Score -6535270 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -6540714.000000 Penalty: 3622.847900
	Iteration 6F: 3 clusters Score -6540714 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -6546561.500000 Penalty: 3622.847900
	Iteration 7F: 3 clusters Score -6546562 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -6550712.000000 Penalty: 3622.847900
	Iteration 8F: 3 clusters Score -6550712 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -6552432.500000 Penalty: 3622.847900
	Iteration 9Q: 3 clusters Score -6552432 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -6552937.500000 Penalty: 3622.847900
	Iteration 10Q: 3 clusters Score -6552938 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -6553091.500000 Penalty: 3622.847900
	Iteration 11Q: 3 clusters Score -6553092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -6553163.000000 Penalty: 3622.847900
	Iteration 12Q: 3 clusters Score -6553163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -6553200.500000 Penalty: 3622.847900
	Iteration 13Q: 3 clusters Score -6553200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -6553218.000000 Penalty: 3622.847900
	Iteration 14Q: 3 clusters Score -6553218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -6553217.000000 Penalty: 3622.847900
	Iteration 15Q: 3 clusters Score -6553217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -6553230.500000 Penalty: 3622.847900
	Iteration 16Q: 3 clusters Score -6553230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -6553232.000000 Penalty: 3622.847900
	Iteration 17Q: 3 clusters Score -6553232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -6553234.000000 Penalty: 3622.847900
	Iteration 18Q: 3 clusters Score -6553234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -6553234.000000 Penalty: 3622.847900
	Iteration 19F: 3 clusters Score -6553234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -130672.468750 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -130672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128920.398438 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -128920.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -129272.937500 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -129272.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -129358.164062 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -129358.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129398.609375 Penalty: 2369.788086
	Iteration 3Q: 3 clusters Score -129398.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129413.890625 Penalty: 2369.788086
	Iteration 4Q: 3 clusters Score -129413.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -129433.593750 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -129433.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129448.273438 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -129448.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129465.101562 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -129465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129471.468750 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -129471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -129473.757812 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -129473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -129476.718750 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -129476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129478.625000 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -129478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129480.757812 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -129480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129482.117188 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -129482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129482.117188 Penalty: 2369.788086
	Iteration 14F: 3 clusters Score -129482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -36024.097656 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -36024.1 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 264 members 
Entering Unmasked Estep 
Score: -35023.218750 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -35023.22 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35267.269531 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -35267.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35356.296875 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -35356.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35405.285156 Penalty: 2025.545654
	Iteration 3Q: 3 clusters Score -35405.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35451.800781 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -35451.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35483.890625 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -35483.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35515.839844 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -35515.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35535.433594 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -35535.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35542.828125 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -35542.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35543.738281 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -35543.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35543.871094 Penalty: 2025.545654
	Iteration 10F: 3 clusters Score -35543.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35557.371094 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -35557.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35568.792969 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -35568.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35582.699219 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -35582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35585.843750 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -35585.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35587.695312 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -35587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35590.226562 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -35590.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35591.125000 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -35591.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35591.441406 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -35591.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35591.441406 Penalty: 2025.545654
	Iteration 19F: 3 clusters Score -35591.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -61114.894531 Penalty: 1069.128296
	Iteration 0F: 2 clusters Score -61114.89 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 359 members 
Entering Unmasked Estep 
Score: -59870.148438 Penalty: 2138.256592
	Iteration 0F: 3 clusters Score -59870.15 nChanged 200
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: -60060.851562 Penalty: 2138.256592
	Iteration 1F: 3 clusters Score -60060.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60103.359375 Penalty: 2138.256592
	Iteration 2F: 3 clusters Score -60103.36 nChanged 13
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: -60114.441406 Penalty: 2138.256592
	Iteration 3Q: 3 clusters Score -60114.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60125.453125 Penalty: 2138.256592
	Iteration 4Q: 3 clusters Score -60125.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60133.921875 Penalty: 2138.256592
	Iteration 5Q: 3 clusters Score -60133.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60142.914062 Penalty: 2138.256592
	Iteration 6Q: 3 clusters Score -60142.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60144.843750 Penalty: 2138.256592
	Iteration 7Q: 3 clusters Score -60144.84 nChanged 4
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: -60149.187500 Penalty: 2138.256592
	Iteration 8Q: 3 clusters Score -60149.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60155.617188 Penalty: 2138.256592
	Iteration 9Q: 3 clusters Score -60155.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60162.621094 Penalty: 2138.256592
	Iteration 10Q: 3 clusters Score -60162.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60167.945312 Penalty: 2138.256592
	Iteration 11Q: 3 clusters Score -60167.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60174.347656 Penalty: 2138.256592
	Iteration 12Q: 3 clusters Score -60174.35 nChanged 5
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: -60182.984375 Penalty: 2138.256592
	Iteration 13Q: 3 clusters Score -60182.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60186.644531 Penalty: 2138.256592
	Iteration 14Q: 3 clusters Score -60186.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60188.121094 Penalty: 2138.256592
	Iteration 15Q: 3 clusters Score -60188.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60188.121094 Penalty: 2138.256592
	Iteration 16F: 3 clusters Score -60188.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 61751 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 177374 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52373 members 
Mstep: Class 7 contains 7707 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 131675 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 42593 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8371 members 
Mstep: Class 17 contains 48628 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 22829 members 
Mstep: Class 20 contains 71420 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69371 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466396.000000 Penalty: 54824.804688
Iteration 279Q: 26 clusters Score -6.64664e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 61618 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 177321 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52286 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 10108 members 
Mstep: Class 9 contains 131825 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 42552 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 48603 members 
Mstep: Class 18 contains 977 members 
Mstep: Class 19 contains 23069 members 
Mstep: Class 20 contains 71392 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69359 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66466724.000000 Penalty: 54824.804688
Iteration 280F: 26 clusters Score -6.646672e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 61490 members 
Mstep: Class 3 contains 9107 members 
Mstep: Class 4 contains 177283 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52188 members 
Mstep: Class 7 contains 7866 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 131947 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42507 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3547 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 48571 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 23320 members 
Mstep: Class 20 contains 71393 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69344 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467196.000000 Penalty: 54824.804688
Iteration 281Q: 26 clusters Score -6.64672e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 61350 members 
Mstep: Class 3 contains 9107 members 
Mstep: Class 4 contains 177296 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 52091 members 
Mstep: Class 7 contains 7935 members 
Mstep: Class 8 contains 10011 members 
Mstep: Class 9 contains 132104 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42455 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 48529 members 
Mstep: Class 18 contains 982 members 
Mstep: Class 19 contains 23576 members 
Mstep: Class 20 contains 71361 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69307 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467440.000000 Penalty: 54824.804688
Iteration 282Q: 26 clusters Score -6.646744e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 61191 members 
Mstep: Class 3 contains 9104 members 
Mstep: Class 4 contains 177357 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51971 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 9978 members 
Mstep: Class 9 contains 132232 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42401 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8304 members 
Mstep: Class 17 contains 48490 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 19 contains 23800 members 
Mstep: Class 20 contains 71351 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69270 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467636.000000 Penalty: 54824.804688
Iteration 283Q: 26 clusters Score -6.646764e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 61041 members 
Mstep: Class 3 contains 9104 members 
Mstep: Class 4 contains 177418 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51883 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 9939 members 
Mstep: Class 9 contains 132336 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42368 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8286 members 
Mstep: Class 17 contains 48460 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 24025 members 
Mstep: Class 20 contains 71324 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69225 members 
Mstep: Class 23 contains 1474 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467840.000000 Penalty: 54824.804688
Iteration 284Q: 26 clusters Score -6.646784e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 60896 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 177512 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51775 members 
Mstep: Class 7 contains 8116 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 132458 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42329 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 17 contains 48432 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 24253 members 
Mstep: Class 20 contains 71295 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69154 members 
Mstep: Class 23 contains 1476 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66467900.000000 Penalty: 54824.804688
Iteration 285Q: 26 clusters Score -6.64679e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 60774 members 
Mstep: Class 3 contains 9107 members 
Mstep: Class 4 contains 177626 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51671 members 
Mstep: Class 7 contains 8160 members 
Mstep: Class 8 contains 9872 members 
Mstep: Class 9 contains 132541 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42288 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3341 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8251 members 
Mstep: Class 17 contains 48390 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 24461 members 
Mstep: Class 20 contains 71273 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69083 members 
Mstep: Class 23 contains 1477 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468300.000000 Penalty: 54824.804688
Iteration 286Q: 26 clusters Score -6.64683e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 60678 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 177692 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51572 members 
Mstep: Class 7 contains 8201 members 
Mstep: Class 8 contains 9829 members 
Mstep: Class 9 contains 132635 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42264 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8230 members 
Mstep: Class 17 contains 48360 members 
Mstep: Class 18 contains 1006 members 
Mstep: Class 19 contains 24664 members 
Mstep: Class 20 contains 71257 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 69005 members 
Mstep: Class 23 contains 1481 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468508.000000 Penalty: 54824.804688
Iteration 287Q: 26 clusters Score -6.646851e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 60553 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 177822 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51464 members 
Mstep: Class 7 contains 8259 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 132729 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 48331 members 
Mstep: Class 18 contains 1007 members 
Mstep: Class 19 contains 24867 members 
Mstep: Class 20 contains 71225 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68919 members 
Mstep: Class 23 contains 1484 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468732.000000 Penalty: 54824.804688
Iteration 288Q: 26 clusters Score -6.646873e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 60432 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 177982 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51359 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 132793 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42170 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 2302 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8203 members 
Mstep: Class 17 contains 48286 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 19 contains 25068 members 
Mstep: Class 20 contains 71182 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68852 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468840.000000 Penalty: 54824.804688
Iteration 289Q: 26 clusters Score -6.646884e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 60317 members 
Mstep: Class 3 contains 9103 members 
Mstep: Class 4 contains 178169 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51267 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 132813 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42130 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8191 members 
Mstep: Class 17 contains 48248 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 25271 members 
Mstep: Class 20 contains 71149 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66468884.000000 Penalty: 54824.804688
Iteration 290Q: 26 clusters Score -6.646888e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 60206 members 
Mstep: Class 3 contains 9099 members 
Mstep: Class 4 contains 178436 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51158 members 
Mstep: Class 7 contains 8410 members 
Mstep: Class 8 contains 9637 members 
Mstep: Class 9 contains 132808 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42083 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8182 members 
Mstep: Class 17 contains 48205 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 25465 members 
Mstep: Class 20 contains 71116 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 68664 members 
Mstep: Class 23 contains 1497 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469132.000000 Penalty: 54824.804688
Iteration 291Q: 26 clusters Score -6.646913e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 60093 members 
Mstep: Class 3 contains 9097 members 
Mstep: Class 4 contains 178720 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 51039 members 
Mstep: Class 7 contains 8464 members 
Mstep: Class 8 contains 9603 members 
Mstep: Class 9 contains 132809 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42049 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3123 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8178 members 
Mstep: Class 17 contains 48170 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 25616 members 
Mstep: Class 20 contains 71066 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68573 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469196.000000 Penalty: 54824.804688
Iteration 292Q: 26 clusters Score -6.64692e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 59988 members 
Mstep: Class 3 contains 9098 members 
Mstep: Class 4 contains 179002 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50926 members 
Mstep: Class 7 contains 8494 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 132796 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 42010 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8171 members 
Mstep: Class 17 contains 48128 members 
Mstep: Class 18 contains 1023 members 
Mstep: Class 19 contains 25776 members 
Mstep: Class 20 contains 71029 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68490 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469404.000000 Penalty: 54824.804688
Iteration 293Q: 26 clusters Score -6.64694e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59877 members 
Mstep: Class 3 contains 9098 members 
Mstep: Class 4 contains 179326 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50818 members 
Mstep: Class 7 contains 8510 members 
Mstep: Class 8 contains 9569 members 
Mstep: Class 9 contains 132778 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 41969 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 48078 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 25905 members 
Mstep: Class 20 contains 70989 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68429 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469524.000000 Penalty: 54824.804688
Iteration 294Q: 26 clusters Score -6.646952e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59783 members 
Mstep: Class 3 contains 9096 members 
Mstep: Class 4 contains 179620 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50728 members 
Mstep: Class 7 contains 8522 members 
Mstep: Class 8 contains 9569 members 
Mstep: Class 9 contains 132752 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 41929 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8153 members 
Mstep: Class 17 contains 48037 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 26017 members 
Mstep: Class 20 contains 70962 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68376 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469448.000000 Penalty: 54824.804688
Iteration 295Q: 26 clusters Score -6.646945e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59694 members 
Mstep: Class 3 contains 9095 members 
Mstep: Class 4 contains 179875 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50635 members 
Mstep: Class 7 contains 8547 members 
Mstep: Class 8 contains 9562 members 
Mstep: Class 9 contains 132735 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 41885 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8144 members 
Mstep: Class 17 contains 47990 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 26136 members 
Mstep: Class 20 contains 70946 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68313 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469564.000000 Penalty: 54824.804688
Iteration 296Q: 26 clusters Score -6.646956e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59624 members 
Mstep: Class 3 contains 9095 members 
Mstep: Class 4 contains 180116 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 9567 members 
Mstep: Class 9 contains 132743 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 41835 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8134 members 
Mstep: Class 17 contains 47949 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 26221 members 
Mstep: Class 20 contains 70919 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68250 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469624.000000 Penalty: 54824.804688
Iteration 297Q: 26 clusters Score -6.646962e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59555 members 
Mstep: Class 3 contains 9095 members 
Mstep: Class 4 contains 180374 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50459 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 9574 members 
Mstep: Class 9 contains 132765 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 41795 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2926 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8128 members 
Mstep: Class 17 contains 47909 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 26292 members 
Mstep: Class 20 contains 70894 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68194 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469680.000000 Penalty: 54824.804688
Iteration 298Q: 26 clusters Score -6.646968e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59466 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 180634 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50378 members 
Mstep: Class 7 contains 8567 members 
Mstep: Class 8 contains 9580 members 
Mstep: Class 9 contains 132788 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 41761 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8124 members 
Mstep: Class 17 contains 47865 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 26359 members 
Mstep: Class 20 contains 70862 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68148 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469828.000000 Penalty: 54824.804688
Iteration 299Q: 26 clusters Score -6.646983e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 59390 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 180896 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50303 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 132783 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 41726 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 47823 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 26435 members 
Mstep: Class 20 contains 70833 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68086 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469816.000000 Penalty: 54824.804688
Iteration 300F: 26 clusters Score -6.646982e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 59319 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 181163 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50217 members 
Mstep: Class 7 contains 8577 members 
Mstep: Class 8 contains 9586 members 
Mstep: Class 9 contains 132767 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41696 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 2482 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 47793 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 26505 members 
Mstep: Class 20 contains 70812 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 68027 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469800.000000 Penalty: 54824.804688
Iteration 301Q: 26 clusters Score -6.64698e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59257 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 181385 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50136 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 132746 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41669 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 47766 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 26586 members 
Mstep: Class 20 contains 70791 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67971 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469784.000000 Penalty: 54824.804688
Iteration 302Q: 26 clusters Score -6.646978e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59208 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 181604 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 50039 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 9588 members 
Mstep: Class 9 contains 132716 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41652 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 47740 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 26648 members 
Mstep: Class 20 contains 70775 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67934 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469872.000000 Penalty: 54824.804688
Iteration 303Q: 26 clusters Score -6.646987e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59155 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 181825 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49953 members 
Mstep: Class 7 contains 8605 members 
Mstep: Class 8 contains 9586 members 
Mstep: Class 9 contains 132692 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41641 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8080 members 
Mstep: Class 17 contains 47713 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 26719 members 
Mstep: Class 20 contains 70738 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67886 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469960.000000 Penalty: 54824.804688
Iteration 304Q: 26 clusters Score -6.646996e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59112 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 182034 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49877 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 9583 members 
Mstep: Class 9 contains 132662 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41632 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2796 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8074 members 
Mstep: Class 17 contains 47693 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 26768 members 
Mstep: Class 20 contains 70702 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67843 members 
Mstep: Class 23 contains 1498 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469940.000000 Penalty: 54824.804688
Iteration 305Q: 26 clusters Score -6.646994e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59068 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 182256 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49805 members 
Mstep: Class 7 contains 8619 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 132623 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41627 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2783 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8070 members 
Mstep: Class 17 contains 47666 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 26808 members 
Mstep: Class 20 contains 70669 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67802 members 
Mstep: Class 23 contains 1501 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469812.000000 Penalty: 54824.804688
Iteration 306Q: 26 clusters Score -6.646981e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59023 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 182480 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49740 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 9583 members 
Mstep: Class 9 contains 132586 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41618 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 17 contains 47646 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 26843 members 
Mstep: Class 20 contains 70640 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67760 members 
Mstep: Class 23 contains 1504 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469840.000000 Penalty: 54824.804688
Iteration 307Q: 26 clusters Score -6.646984e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 58983 members 
Mstep: Class 3 contains 9092 members 
Mstep: Class 4 contains 182662 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49683 members 
Mstep: Class 7 contains 8626 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 132552 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41609 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8058 members 
Mstep: Class 17 contains 47622 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 26891 members 
Mstep: Class 20 contains 70627 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67725 members 
Mstep: Class 23 contains 1504 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469780.000000 Penalty: 54824.804688
Iteration 308Q: 26 clusters Score -6.646978e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 58954 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 182810 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49618 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 9581 members 
Mstep: Class 9 contains 132530 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41601 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2742 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8049 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 26927 members 
Mstep: Class 20 contains 70623 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67687 members 
Mstep: Class 23 contains 1503 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469804.000000 Penalty: 54824.804688
Iteration 309Q: 26 clusters Score -6.64698e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 58932 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 182934 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49568 members 
Mstep: Class 7 contains 8623 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 132511 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41590 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2732 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8040 members 
Mstep: Class 17 contains 47613 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 26952 members 
Mstep: Class 20 contains 70624 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67666 members 
Mstep: Class 23 contains 1505 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469800.000000 Penalty: 54824.804688
Iteration 310Q: 26 clusters Score -6.64698e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 58911 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 183065 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49527 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 132487 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41581 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2718 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 47601 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 26978 members 
Mstep: Class 20 contains 70617 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67642 members 
Mstep: Class 23 contains 1506 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469792.000000 Penalty: 54824.804688
Iteration 311Q: 26 clusters Score -6.646979e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58891 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 183185 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49494 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 132453 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41564 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 2503 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8021 members 
Mstep: Class 17 contains 47587 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27017 members 
Mstep: Class 20 contains 70614 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67629 members 
Mstep: Class 23 contains 1507 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469708.000000 Penalty: 54824.804688
Iteration 312Q: 26 clusters Score -6.646971e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58863 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 183297 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49460 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 132414 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41557 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8015 members 
Mstep: Class 17 contains 47583 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27048 members 
Mstep: Class 20 contains 70613 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67621 members 
Mstep: Class 23 contains 1505 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
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Iteration 313Q: 26 clusters Score -6.646973e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58830 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 183399 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49433 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 9583 members 
Mstep: Class 9 contains 132387 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41546 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 2510 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 8007 members 
Mstep: Class 17 contains 47585 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27071 members 
Mstep: Class 20 contains 70610 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67617 members 
Mstep: Class 23 contains 1504 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469792.000000 Penalty: 54824.804688
Iteration 314Q: 26 clusters Score -6.646979e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58799 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 183503 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49409 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9581 members 
Mstep: Class 9 contains 132370 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41532 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 2513 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7997 members 
Mstep: Class 17 contains 47592 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27087 members 
Mstep: Class 20 contains 70598 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67605 members 
Mstep: Class 23 contains 1504 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469864.000000 Penalty: 54824.804688
Iteration 315Q: 26 clusters Score -6.646986e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58772 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 183628 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49377 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 9581 members 
Mstep: Class 9 contains 132338 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41523 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 2516 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7993 members 
Mstep: Class 17 contains 47589 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27096 members 
Mstep: Class 20 contains 70589 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67591 members 
Mstep: Class 23 contains 1505 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469860.000000 Penalty: 54824.804688
Iteration 316Q: 26 clusters Score -6.646986e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58742 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 183721 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49351 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 9580 members 
Mstep: Class 9 contains 132321 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41523 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 2519 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7989 members 
Mstep: Class 17 contains 47593 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27108 members 
Mstep: Class 20 contains 70567 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67582 members 
Mstep: Class 23 contains 1506 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469764.000000 Penalty: 54824.804688
Iteration 317Q: 26 clusters Score -6.646976e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58718 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 183817 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49325 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 132296 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41523 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 2522 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7987 members 
Mstep: Class 17 contains 47602 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27121 members 
Mstep: Class 20 contains 70553 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67568 members 
Mstep: Class 23 contains 1506 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469756.000000 Penalty: 54824.804688
Iteration 318Q: 26 clusters Score -6.646976e+07 nChanged 257
Entering ConstructFrom: 
Score: -66469756.000000 Penalty: 54824.804688
Entering ConstructFrom: 
Trying to split cluster 1 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -92609.476562 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -92609.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91142.687500 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -91142.69 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -91551.976562 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -91551.98 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -91731.546875 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -91731.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -91880.953125 Penalty: 2276.881348
	Iteration 3F: 3 clusters Score -91880.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -92012.835938 Penalty: 2276.881348
	Iteration 4F: 3 clusters Score -92012.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92140.992188 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -92140.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -92280.125000 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -92280.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -92410.359375 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -92410.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92502.578125 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -92502.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92597.218750 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -92597.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92622.359375 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -92622.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92627.539062 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -92627.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92627.960938 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -92627.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92629.070312 Penalty: 2276.881348
	Iteration 13F: 3 clusters Score -92629.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92631.453125 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -92631.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92631.453125 Penalty: 2276.881348
	Iteration 15F: 3 clusters Score -92631.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 58698 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 183892 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49301 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 9586 members 
Mstep: Class 9 contains 132280 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41527 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7985 members 
Mstep: Class 17 contains 47609 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27138 members 
Mstep: Class 20 contains 70534 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 1505 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 537 members 
Entering Unmasked Estep 
Score: -66468724.000000 Penalty: 57017.796875
Splitting cluster 1 changes total score from -66469756.000000 to -66468724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Entering Unmasked Estep 
Score: -5543771.000000 Penalty: 1784.276123
	Iteration 0F: 2 clusters Score -5543771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5504537.500000 Penalty: 3568.552246
	Iteration 0F: 3 clusters Score -5504538 nChanged 27662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -5520400.500000 Penalty: 3568.552246
	Iteration 1F: 3 clusters Score -5520400 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5520850.000000 Penalty: 3568.552246
	Iteration 2Q: 3 clusters Score -5520850 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -5521397.000000 Penalty: 3568.552246
	Iteration 3Q: 3 clusters Score -5521397 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -5522032.000000 Penalty: 3568.552246
	Iteration 4Q: 3 clusters Score -5522032 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -5522928.500000 Penalty: 3568.552246
	Iteration 5Q: 3 clusters Score -5522928 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -5524324.500000 Penalty: 3568.552246
	Iteration 6F: 3 clusters Score -5524324 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5526638.500000 Penalty: 3568.552246
	Iteration 7F: 3 clusters Score -5526638 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -5530280.500000 Penalty: 3568.552246
	Iteration 8F: 3 clusters Score -5530280 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -5534842.500000 Penalty: 3568.552246
	Iteration 9F: 3 clusters Score -5534842 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5538727.500000 Penalty: 3568.552246
	Iteration 10F: 3 clusters Score -5538728 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5540916.000000 Penalty: 3568.552246
	Iteration 11Q: 3 clusters Score -5540916 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5541771.000000 Penalty: 3568.552246
	Iteration 12Q: 3 clusters Score -5541771 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5541988.500000 Penalty: 3568.552246
	Iteration 13Q: 3 clusters Score -5541988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5542083.500000 Penalty: 3568.552246
	Iteration 14Q: 3 clusters Score -5542084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5542126.000000 Penalty: 3568.552246
	Iteration 15Q: 3 clusters Score -5542126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5542138.000000 Penalty: 3568.552246
	Iteration 16Q: 3 clusters Score -5542138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5542154.000000 Penalty: 3568.552246
	Iteration 17Q: 3 clusters Score -5542154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5542172.000000 Penalty: 3568.552246
	Iteration 18Q: 3 clusters Score -5542172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5542170.500000 Penalty: 3568.552246
	Iteration 19Q: 3 clusters Score -5542170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5542171.000000 Penalty: 3568.552246
	Iteration 20F: 3 clusters Score -5542171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5542174.500000 Penalty: 3568.552246
	Iteration 21Q: 3 clusters Score -5542174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5542172.500000 Penalty: 3568.552246
	Iteration 22Q: 3 clusters Score -5542172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5542174.500000 Penalty: 3568.552246
	Iteration 23Q: 3 clusters Score -5542174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5542179.500000 Penalty: 3568.552246
	Iteration 24Q: 3 clusters Score -5542180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5542179.500000 Penalty: 3568.552246
	Iteration 25F: 3 clusters Score -5542180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Entering Unmasked Estep 
Score: -849503.500000 Penalty: 1481.247559
	Iteration 0F: 2 clusters Score -849503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -842884.125000 Penalty: 2962.495117
	Iteration 0F: 3 clusters Score -842884.1 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -844981.812500 Penalty: 2962.495117
	Iteration 1F: 3 clusters Score -844981.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -845219.625000 Penalty: 2962.495117
	Iteration 2F: 3 clusters Score -845219.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -845408.375000 Penalty: 2962.495117
	Iteration 3F: 3 clusters Score -845408.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -845569.625000 Penalty: 2962.495117
	Iteration 4Q: 3 clusters Score -845569.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -845724.375000 Penalty: 2962.495117
	Iteration 5Q: 3 clusters Score -845724.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -845865.250000 Penalty: 2962.495117
	Iteration 6Q: 3 clusters Score -845865.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -846001.812500 Penalty: 2962.495117
	Iteration 7Q: 3 clusters Score -846001.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -846142.750000 Penalty: 2962.495117
	Iteration 8Q: 3 clusters Score -846142.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -846316.687500 Penalty: 2962.495117
	Iteration 9Q: 3 clusters Score -846316.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -846506.875000 Penalty: 2962.495117
	Iteration 10Q: 3 clusters Score -846506.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -846737.250000 Penalty: 2962.495117
	Iteration 11Q: 3 clusters Score -846737.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -846952.562500 Penalty: 2962.495117
	Iteration 12Q: 3 clusters Score -846952.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -847120.562500 Penalty: 2962.495117
	Iteration 13Q: 3 clusters Score -847120.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -847269.125000 Penalty: 2962.495117
	Iteration 14Q: 3 clusters Score -847269.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -847361.000000 Penalty: 2962.495117
	Iteration 15Q: 3 clusters Score -847361 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -847436.062500 Penalty: 2962.495117
	Iteration 16Q: 3 clusters Score -847436.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -847487.937500 Penalty: 2962.495117
	Iteration 17Q: 3 clusters Score -847487.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -847531.375000 Penalty: 2962.495117
	Iteration 18Q: 3 clusters Score -847531.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -847569.562500 Penalty: 2962.495117
	Iteration 19Q: 3 clusters Score -847569.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -847598.250000 Penalty: 2962.495117
	Iteration 20F: 3 clusters Score -847598.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -847622.750000 Penalty: 2962.495117
	Iteration 21Q: 3 clusters Score -847622.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -847650.625000 Penalty: 2962.495117
	Iteration 22Q: 3 clusters Score -847650.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -847672.812500 Penalty: 2962.495117
	Iteration 23Q: 3 clusters Score -847672.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -847685.687500 Penalty: 2962.495117
	Iteration 24Q: 3 clusters Score -847685.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -847694.687500 Penalty: 2962.495117
	Iteration 25Q: 3 clusters Score -847694.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -847703.375000 Penalty: 2962.495117
	Iteration 26Q: 3 clusters Score -847703.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -847708.312500 Penalty: 2962.495117
	Iteration 27Q: 3 clusters Score -847708.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -847720.375000 Penalty: 2962.495117
	Iteration 28Q: 3 clusters Score -847720.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -847726.375000 Penalty: 2962.495117
	Iteration 29Q: 3 clusters Score -847726.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -847734.437500 Penalty: 2962.495117
	Iteration 30Q: 3 clusters Score -847734.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -847741.125000 Penalty: 2962.495117
	Iteration 31Q: 3 clusters Score -847741.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -847745.000000 Penalty: 2962.495117
	Iteration 32Q: 3 clusters Score -847745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -847748.125000 Penalty: 2962.495117
	Iteration 33Q: 3 clusters Score -847748.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -847751.062500 Penalty: 2962.495117
	Iteration 34Q: 3 clusters Score -847751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -847754.062500 Penalty: 2962.495117
	Iteration 35Q: 3 clusters Score -847754.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -847758.625000 Penalty: 2962.495117
	Iteration 36Q: 3 clusters Score -847758.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -847764.687500 Penalty: 2962.495117
	Iteration 37Q: 3 clusters Score -847764.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -847773.937500 Penalty: 2962.495117
	Iteration 38Q: 3 clusters Score -847773.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -847786.812500 Penalty: 2962.495117
	Iteration 39Q: 3 clusters Score -847786.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -847796.125000 Penalty: 2962.495117
	Iteration 40F: 3 clusters Score -847796.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -847808.000000 Penalty: 2962.495117
	Iteration 41Q: 3 clusters Score -847808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -847830.062500 Penalty: 2962.495117
	Iteration 42Q: 3 clusters Score -847830.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -847863.062500 Penalty: 2962.495117
	Iteration 43Q: 3 clusters Score -847863.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -847909.187500 Penalty: 2962.495117
	Iteration 44Q: 3 clusters Score -847909.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -848000.687500 Penalty: 2962.495117
	Iteration 45Q: 3 clusters Score -848000.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -848131.312500 Penalty: 2962.495117
	Iteration 46Q: 3 clusters Score -848131.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -848275.625000 Penalty: 2962.495117
	Iteration 47Q: 3 clusters Score -848275.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -848378.187500 Penalty: 2962.495117
	Iteration 48Q: 3 clusters Score -848378.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -848448.375000 Penalty: 2962.495117
	Iteration 49Q: 3 clusters Score -848448.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -848501.000000 Penalty: 2962.495117
	Iteration 50Q: 3 clusters Score -848501 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -848530.125000 Penalty: 2962.495117
	Iteration 51Q: 3 clusters Score -848530.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -848549.125000 Penalty: 2962.495117
	Iteration 52Q: 3 clusters Score -848549.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -848569.812500 Penalty: 2962.495117
	Iteration 53Q: 3 clusters Score -848569.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -848579.500000 Penalty: 2962.495117
	Iteration 54Q: 3 clusters Score -848579.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -848587.875000 Penalty: 2962.495117
	Iteration 55Q: 3 clusters Score -848587.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -848593.625000 Penalty: 2962.495117
	Iteration 56Q: 3 clusters Score -848593.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -848599.500000 Penalty: 2962.495117
	Iteration 57Q: 3 clusters Score -848599.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -848601.125000 Penalty: 2962.495117
	Iteration 58Q: 3 clusters Score -848601.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -848602.875000 Penalty: 2962.495117
	Iteration 59Q: 3 clusters Score -848602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -848607.062500 Penalty: 2962.495117
	Iteration 60F: 3 clusters Score -848607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -848606.625000 Penalty: 2962.495117
	Iteration 61Q: 3 clusters Score -848606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -848608.062500 Penalty: 2962.495117
	Iteration 62Q: 3 clusters Score -848608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -848607.375000 Penalty: 2962.495117
	Iteration 63Q: 3 clusters Score -848607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -848609.500000 Penalty: 2962.495117
	Iteration 64Q: 3 clusters Score -848609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -848610.312500 Penalty: 2962.495117
	Iteration 65Q: 3 clusters Score -848610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -848610.687500 Penalty: 2962.495117
	Iteration 66Q: 3 clusters Score -848610.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -848610.687500 Penalty: 2962.495117
	Iteration 67F: 3 clusters Score -848610.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183892 members 
Entering Unmasked Estep 
Score: -17193856.000000 Penalty: 1969.841797
	Iteration 0F: 2 clusters Score -1.719386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -17072728.000000 Penalty: 3939.683594
	Iteration 0F: 3 clusters Score -1.707273e+07 nChanged 89043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -17125364.000000 Penalty: 3939.683594
	Iteration 1F: 3 clusters Score -1.712536e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 93300 members 
Entering Unmasked Estep 
Score: -17126262.000000 Penalty: 3939.683594
	Iteration 2Q: 3 clusters Score -1.712626e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -17127396.000000 Penalty: 3939.683594
	Iteration 3Q: 3 clusters Score -1.71274e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -17128650.000000 Penalty: 3939.683594
	Iteration 4Q: 3 clusters Score -1.712865e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -17131074.000000 Penalty: 3939.683594
	Iteration 5Q: 3 clusters Score -1.713107e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -17134964.000000 Penalty: 3939.683594
	Iteration 6Q: 3 clusters Score -1.713496e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -17141924.000000 Penalty: 3939.683594
	Iteration 7F: 3 clusters Score -1.714192e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -17152638.000000 Penalty: 3939.683594
	Iteration 8F: 3 clusters Score -1.715264e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 114696 members 
Entering Unmasked Estep 
Score: -17163854.000000 Penalty: 3939.683594
	Iteration 9F: 3 clusters Score -1.716385e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 117205 members 
Entering Unmasked Estep 
Score: -17169834.000000 Penalty: 3939.683594
	Iteration 10F: 3 clusters Score -1.716983e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -17171692.000000 Penalty: 3939.683594
	Iteration 11Q: 3 clusters Score -1.717169e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -17172452.000000 Penalty: 3939.683594
	Iteration 12Q: 3 clusters Score -1.717245e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 122224 members 
Entering Unmasked Estep 
Score: -17173168.000000 Penalty: 3939.683594
	Iteration 13Q: 3 clusters Score -1.717317e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -17173938.000000 Penalty: 3939.683594
	Iteration 14Q: 3 clusters Score -1.717394e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 125350 members 
Entering Unmasked Estep 
Score: -17174500.000000 Penalty: 3939.683594
	Iteration 15Q: 3 clusters Score -1.71745e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 126863 members 
Entering Unmasked Estep 
Score: -17175138.000000 Penalty: 3939.683594
	Iteration 16Q: 3 clusters Score -1.717514e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 128304 members 
Entering Unmasked Estep 
Score: -17175778.000000 Penalty: 3939.683594
	Iteration 17Q: 3 clusters Score -1.717578e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 129784 members 
Entering Unmasked Estep 
Score: -17176438.000000 Penalty: 3939.683594
	Iteration 18Q: 3 clusters Score -1.717644e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 131231 members 
Entering Unmasked Estep 
Score: -17177048.000000 Penalty: 3939.683594
	Iteration 19Q: 3 clusters Score -1.717705e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
Score: -17177692.000000 Penalty: 3939.683594
	Iteration 20F: 3 clusters Score -1.717769e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 133993 members 
Entering Unmasked Estep 
Score: -17178170.000000 Penalty: 3939.683594
	Iteration 21Q: 3 clusters Score -1.717817e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 135300 members 
Entering Unmasked Estep 
Score: -17178788.000000 Penalty: 3939.683594
	Iteration 22Q: 3 clusters Score -1.717879e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -17179350.000000 Penalty: 3939.683594
	Iteration 23Q: 3 clusters Score -1.717935e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 137750 members 
Entering Unmasked Estep 
Score: -17179890.000000 Penalty: 3939.683594
	Iteration 24Q: 3 clusters Score -1.717989e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -17180470.000000 Penalty: 3939.683594
	Iteration 25Q: 3 clusters Score -1.718047e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -17180882.000000 Penalty: 3939.683594
	Iteration 26Q: 3 clusters Score -1.718088e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 141199 members 
Entering Unmasked Estep 
Score: -17181328.000000 Penalty: 3939.683594
	Iteration 27Q: 3 clusters Score -1.718133e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 142219 members 
Entering Unmasked Estep 
Score: -17181756.000000 Penalty: 3939.683594
	Iteration 28Q: 3 clusters Score -1.718176e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 143202 members 
Entering Unmasked Estep 
Score: -17182086.000000 Penalty: 3939.683594
	Iteration 29Q: 3 clusters Score -1.718209e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 144213 members 
Entering Unmasked Estep 
Score: -17182506.000000 Penalty: 3939.683594
	Iteration 30Q: 3 clusters Score -1.718251e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 145168 members 
Entering Unmasked Estep 
Score: -17182856.000000 Penalty: 3939.683594
	Iteration 31Q: 3 clusters Score -1.718286e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -17183210.000000 Penalty: 3939.683594
	Iteration 32Q: 3 clusters Score -1.718321e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 146978 members 
Entering Unmasked Estep 
Score: -17183528.000000 Penalty: 3939.683594
	Iteration 33Q: 3 clusters Score -1.718353e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 147827 members 
Entering Unmasked Estep 
Score: -17183802.000000 Penalty: 3939.683594
	Iteration 34Q: 3 clusters Score -1.71838e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 148643 members 
Entering Unmasked Estep 
Score: -17184088.000000 Penalty: 3939.683594
	Iteration 35Q: 3 clusters Score -1.718409e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 149496 members 
Entering Unmasked Estep 
Score: -17184652.000000 Penalty: 3939.683594
	Iteration 36Q: 3 clusters Score -1.718465e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -17185216.000000 Penalty: 3939.683594
	Iteration 37Q: 3 clusters Score -1.718522e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 151330 members 
Entering Unmasked Estep 
Score: -17185774.000000 Penalty: 3939.683594
	Iteration 38Q: 3 clusters Score -1.718577e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -17186418.000000 Penalty: 3939.683594
	Iteration 39Q: 3 clusters Score -1.718642e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 153304 members 
Entering Unmasked Estep 
Score: -17186944.000000 Penalty: 3939.683594
	Iteration 40F: 3 clusters Score -1.718694e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -17187502.000000 Penalty: 3939.683594
	Iteration 41Q: 3 clusters Score -1.71875e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 155311 members 
Entering Unmasked Estep 
Score: -17187974.000000 Penalty: 3939.683594
	Iteration 42Q: 3 clusters Score -1.718797e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -17188484.000000 Penalty: 3939.683594
	Iteration 43Q: 3 clusters Score -1.718848e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 157344 members 
Entering Unmasked Estep 
Score: -17188850.000000 Penalty: 3939.683594
	Iteration 44Q: 3 clusters Score -1.718885e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 158365 members 
Entering Unmasked Estep 
Score: -17189212.000000 Penalty: 3939.683594
	Iteration 45Q: 3 clusters Score -1.718921e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 159379 members 
Entering Unmasked Estep 
Score: -17189554.000000 Penalty: 3939.683594
	Iteration 46Q: 3 clusters Score -1.718955e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 160380 members 
Entering Unmasked Estep 
Score: -17189890.000000 Penalty: 3939.683594
	Iteration 47Q: 3 clusters Score -1.718989e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -17190196.000000 Penalty: 3939.683594
	Iteration 48Q: 3 clusters Score -1.71902e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 162398 members 
Entering Unmasked Estep 
Score: -17190464.000000 Penalty: 3939.683594
	Iteration 49Q: 3 clusters Score -1.719046e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -17190714.000000 Penalty: 3939.683594
	Iteration 50Q: 3 clusters Score -1.719071e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -17191016.000000 Penalty: 3939.683594
	Iteration 51Q: 3 clusters Score -1.719102e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -17191142.000000 Penalty: 3939.683594
	Iteration 52Q: 3 clusters Score -1.719114e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 166224 members 
Entering Unmasked Estep 
Score: -17191334.000000 Penalty: 3939.683594
	Iteration 53Q: 3 clusters Score -1.719133e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 167182 members 
Entering Unmasked Estep 
Score: -17191444.000000 Penalty: 3939.683594
	Iteration 54Q: 3 clusters Score -1.719144e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -17191674.000000 Penalty: 3939.683594
	Iteration 55Q: 3 clusters Score -1.719167e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -17191794.000000 Penalty: 3939.683594
	Iteration 56Q: 3 clusters Score -1.719179e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -17191860.000000 Penalty: 3939.683594
	Iteration 57Q: 3 clusters Score -1.719186e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -17191902.000000 Penalty: 3939.683594
	Iteration 58Q: 3 clusters Score -1.71919e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 171363 members 
Entering Unmasked Estep 
Score: -17191912.000000 Penalty: 3939.683594
	Iteration 59Q: 3 clusters Score -1.719191e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -17192016.000000 Penalty: 3939.683594
	Iteration 60F: 3 clusters Score -1.719202e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 172715 members 
Entering Unmasked Estep 
Score: -17192066.000000 Penalty: 3939.683594
	Iteration 61Q: 3 clusters Score -1.719207e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -17192054.000000 Penalty: 3939.683594
	Iteration 62Q: 3 clusters Score -1.719205e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 173959 members 
Entering Unmasked Estep 
Score: -17192126.000000 Penalty: 3939.683594
	Iteration 63Q: 3 clusters Score -1.719213e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -17192170.000000 Penalty: 3939.683594
	Iteration 64Q: 3 clusters Score -1.719217e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 175066 members 
Entering Unmasked Estep 
Score: -17192060.000000 Penalty: 3939.683594
	Iteration 65Q: 3 clusters Score -1.719206e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -17192050.000000 Penalty: 3939.683594
	Iteration 66Q: 3 clusters Score -1.719205e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -17192020.000000 Penalty: 3939.683594
	Iteration 67Q: 3 clusters Score -1.719202e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -17192042.000000 Penalty: 3939.683594
	Iteration 68Q: 3 clusters Score -1.719204e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -17192054.000000 Penalty: 3939.683594
	Iteration 69Q: 3 clusters Score -1.719205e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 177444 members 
Entering Unmasked Estep 
Score: -17192100.000000 Penalty: 3939.683594
	Iteration 70Q: 3 clusters Score -1.71921e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 177849 members 
Entering Unmasked Estep 
Score: -17192104.000000 Penalty: 3939.683594
	Iteration 71Q: 3 clusters Score -1.71921e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 178252 members 
Entering Unmasked Estep 
Score: -17192136.000000 Penalty: 3939.683594
	Iteration 72Q: 3 clusters Score -1.719214e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -17192128.000000 Penalty: 3939.683594
	Iteration 73Q: 3 clusters Score -1.719213e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 178983 members 
Entering Unmasked Estep 
Score: -17192220.000000 Penalty: 3939.683594
	Iteration 74Q: 3 clusters Score -1.719222e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 179309 members 
Entering Unmasked Estep 
Score: -17192238.000000 Penalty: 3939.683594
	Iteration 75Q: 3 clusters Score -1.719224e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 179604 members 
Entering Unmasked Estep 
Score: -17192290.000000 Penalty: 3939.683594
	Iteration 76Q: 3 clusters Score -1.719229e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 179893 members 
Entering Unmasked Estep 
Score: -17192292.000000 Penalty: 3939.683594
	Iteration 77Q: 3 clusters Score -1.719229e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 180176 members 
Entering Unmasked Estep 
Score: -17192260.000000 Penalty: 3939.683594
	Iteration 78Q: 3 clusters Score -1.719226e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 180445 members 
Entering Unmasked Estep 
Score: -17192266.000000 Penalty: 3939.683594
	Iteration 79Q: 3 clusters Score -1.719227e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 180704 members 
Entering Unmasked Estep 
Score: -17192268.000000 Penalty: 3939.683594
	Iteration 80F: 3 clusters Score -1.719227e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 180945 members 
Entering Unmasked Estep 
Score: -17192296.000000 Penalty: 3939.683594
	Iteration 81Q: 3 clusters Score -1.71923e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 181188 members 
Entering Unmasked Estep 
Score: -17192340.000000 Penalty: 3939.683594
	Iteration 82Q: 3 clusters Score -1.719234e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 181402 members 
Entering Unmasked Estep 
Score: -17192350.000000 Penalty: 3939.683594
	Iteration 83Q: 3 clusters Score -1.719235e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 181599 members 
Entering Unmasked Estep 
Score: -17192350.000000 Penalty: 3939.683594
	Iteration 84Q: 3 clusters Score -1.719235e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 181768 members 
Entering Unmasked Estep 
Score: -17192336.000000 Penalty: 3939.683594
	Iteration 85Q: 3 clusters Score -1.719234e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 181926 members 
Entering Unmasked Estep 
Score: -17192334.000000 Penalty: 3939.683594
	Iteration 86Q: 3 clusters Score -1.719233e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 182066 members 
Entering Unmasked Estep 
Score: -17192326.000000 Penalty: 3939.683594
	Iteration 87Q: 3 clusters Score -1.719233e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 182194 members 
Entering Unmasked Estep 
Score: -17192320.000000 Penalty: 3939.683594
	Iteration 88Q: 3 clusters Score -1.719232e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -17192340.000000 Penalty: 3939.683594
	Iteration 89Q: 3 clusters Score -1.719234e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 182423 members 
Entering Unmasked Estep 
Score: -17192332.000000 Penalty: 3939.683594
	Iteration 90Q: 3 clusters Score -1.719233e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 182519 members 
Entering Unmasked Estep 
Score: -17192332.000000 Penalty: 3939.683594
	Iteration 91Q: 3 clusters Score -1.719233e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 182614 members 
Entering Unmasked Estep 
Score: -17192350.000000 Penalty: 3939.683594
	Iteration 92Q: 3 clusters Score -1.719235e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 182697 members 
Entering Unmasked Estep 
Score: -17192340.000000 Penalty: 3939.683594
	Iteration 93Q: 3 clusters Score -1.719234e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 182785 members 
Entering Unmasked Estep 
Score: -17192338.000000 Penalty: 3939.683594
	Iteration 94Q: 3 clusters Score -1.719234e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 182860 members 
Entering Unmasked Estep 
Score: -17192358.000000 Penalty: 3939.683594
	Iteration 95Q: 3 clusters Score -1.719236e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 182929 members 
Entering Unmasked Estep 
Score: -17192396.000000 Penalty: 3939.683594
	Iteration 96Q: 3 clusters Score -1.71924e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 183001 members 
Entering Unmasked Estep 
Score: -17192416.000000 Penalty: 3939.683594
	Iteration 97Q: 3 clusters Score -1.719242e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 183047 members 
Entering Unmasked Estep 
Score: -17192400.000000 Penalty: 3939.683594
	Iteration 98Q: 3 clusters Score -1.71924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 183084 members 
Entering Unmasked Estep 
Score: -17192390.000000 Penalty: 3939.683594
	Iteration 99Q: 3 clusters Score -1.719239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 183118 members 
Entering Unmasked Estep 
Score: -17192394.000000 Penalty: 3939.683594
	Iteration 100F: 3 clusters Score -1.719239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 183141 members 
Entering Unmasked Estep 
Score: -17192362.000000 Penalty: 3939.683594
	Iteration 101Q: 3 clusters Score -1.719236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 183165 members 
Entering Unmasked Estep 
Score: -17192368.000000 Penalty: 3939.683594
	Iteration 102Q: 3 clusters Score -1.719237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -17192354.000000 Penalty: 3939.683594
	Iteration 103Q: 3 clusters Score -1.719235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 183192 members 
Entering Unmasked Estep 
Score: -17192352.000000 Penalty: 3939.683594
	Iteration 104Q: 3 clusters Score -1.719235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 183207 members 
Entering Unmasked Estep 
Score: -17192350.000000 Penalty: 3939.683594
	Iteration 105Q: 3 clusters Score -1.719235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 183221 members 
Entering Unmasked Estep 
Score: -17192368.000000 Penalty: 3939.683594
	Iteration 106Q: 3 clusters Score -1.719237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 183232 members 
Entering Unmasked Estep 
Score: -17192350.000000 Penalty: 3939.683594
	Iteration 107Q: 3 clusters Score -1.719235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 183241 members 
Entering Unmasked Estep 
Score: -17192354.000000 Penalty: 3939.683594
	Iteration 108Q: 3 clusters Score -1.719235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 183250 members 
Entering Unmasked Estep 
Score: -17192362.000000 Penalty: 3939.683594
	Iteration 109Q: 3 clusters Score -1.719236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 183258 members 
Entering Unmasked Estep 
Score: -17192366.000000 Penalty: 3939.683594
	Iteration 110Q: 3 clusters Score -1.719237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 183267 members 
Entering Unmasked Estep 
Score: -17192366.000000 Penalty: 3939.683594
	Iteration 111Q: 3 clusters Score -1.719237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 183274 members 
Entering Unmasked Estep 
Score: -17192360.000000 Penalty: 3939.683594
	Iteration 112Q: 3 clusters Score -1.719236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 183281 members 
Entering Unmasked Estep 
Score: -17192364.000000 Penalty: 3939.683594
	Iteration 113Q: 3 clusters Score -1.719236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 183289 members 
Entering Unmasked Estep 
Score: -17192348.000000 Penalty: 3939.683594
	Iteration 114Q: 3 clusters Score -1.719235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 183293 members 
Entering Unmasked Estep 
Score: -17192348.000000 Penalty: 3939.683594
	Iteration 115Q: 3 clusters Score -1.719235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 183294 members 
Entering Unmasked Estep 
Score: -17192342.000000 Penalty: 3939.683594
	Iteration 116Q: 3 clusters Score -1.719234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 183298 members 
Entering Unmasked Estep 
Score: -17192348.000000 Penalty: 3939.683594
	Iteration 117Q: 3 clusters Score -1.719235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 183298 members 
Entering Unmasked Estep 
Score: -17192342.000000 Penalty: 3939.683594
	Iteration 118Q: 3 clusters Score -1.719234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 183299 members 
Entering Unmasked Estep 
Score: -17192336.000000 Penalty: 3939.683594
	Iteration 119Q: 3 clusters Score -1.719234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 183300 members 
Entering Unmasked Estep 
Score: -17192336.000000 Penalty: 3939.683594
	Iteration 120F: 3 clusters Score -1.719234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 183301 members 
Entering Unmasked Estep 
Score: -17192346.000000 Penalty: 3939.683594
	Iteration 121Q: 3 clusters Score -1.719235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 183301 members 
Entering Unmasked Estep 
Score: -17192346.000000 Penalty: 3939.683594
	Iteration 122F: 3 clusters Score -1.719235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16536.189453 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -16536.19 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 141 members 
Entering Unmasked Estep 
Score: -15700.553711 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -15700.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15824.348633 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -15824.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15886.047852 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -15886.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15924.199219 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -15924.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15950.113281 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -15950.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15956.641602 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -15956.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15969.059570 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -15969.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15969.441406 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -15969.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15969.866211 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -15969.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15969.866211 Penalty: 1823.078369
	Iteration 9F: 3 clusters Score -15969.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Entering Unmasked Estep 
Score: -4670916.500000 Penalty: 1755.926147
	Iteration 0F: 2 clusters Score -4670916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4637875.500000 Penalty: 3511.852295
	Iteration 0F: 3 clusters Score -4637876 nChanged 23158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -4650905.000000 Penalty: 3511.852295
	Iteration 1F: 3 clusters Score -4650905 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -4651706.000000 Penalty: 3511.852295
	Iteration 2Q: 3 clusters Score -4651706 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -4652805.500000 Penalty: 3511.852295
	Iteration 3Q: 3 clusters Score -4652806 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4654565.500000 Penalty: 3511.852295
	Iteration 4F: 3 clusters Score -4654566 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4657244.000000 Penalty: 3511.852295
	Iteration 5F: 3 clusters Score -4657244 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -4660640.500000 Penalty: 3511.852295
	Iteration 6F: 3 clusters Score -4660640 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -4664271.500000 Penalty: 3511.852295
	Iteration 7F: 3 clusters Score -4664272 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -4667056.500000 Penalty: 3511.852295
	Iteration 8F: 3 clusters Score -4667056 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -4668457.000000 Penalty: 3511.852295
	Iteration 9Q: 3 clusters Score -4668457 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -4669018.000000 Penalty: 3511.852295
	Iteration 10Q: 3 clusters Score -4669018 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -4669188.000000 Penalty: 3511.852295
	Iteration 11Q: 3 clusters Score -4669188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -4669268.500000 Penalty: 3511.852295
	Iteration 12Q: 3 clusters Score -4669268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -4669309.000000 Penalty: 3511.852295
	Iteration 13Q: 3 clusters Score -4669309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -4669332.500000 Penalty: 3511.852295
	Iteration 14Q: 3 clusters Score -4669332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -4669346.500000 Penalty: 3511.852295
	Iteration 15Q: 3 clusters Score -4669346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -4669357.500000 Penalty: 3511.852295
	Iteration 16Q: 3 clusters Score -4669358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -4669367.500000 Penalty: 3511.852295
	Iteration 17Q: 3 clusters Score -4669368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -4669371.000000 Penalty: 3511.852295
	Iteration 18Q: 3 clusters Score -4669371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -4669381.000000 Penalty: 3511.852295
	Iteration 19Q: 3 clusters Score -4669381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -4669386.500000 Penalty: 3511.852295
	Iteration 20F: 3 clusters Score -4669386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -4669386.000000 Penalty: 3511.852295
	Iteration 21Q: 3 clusters Score -4669386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -4669388.500000 Penalty: 3511.852295
	Iteration 22Q: 3 clusters Score -4669388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -4669388.500000 Penalty: 3511.852295
	Iteration 23Q: 3 clusters Score -4669388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -4669389.500000 Penalty: 3511.852295
	Iteration 24Q: 3 clusters Score -4669390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -4669389.500000 Penalty: 3511.852295
	Iteration 25F: 3 clusters Score -4669390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Entering Unmasked Estep 
Score: -792623.875000 Penalty: 1472.643188
	Iteration 0F: 2 clusters Score -792623.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -786451.625000 Penalty: 2945.286377
	Iteration 0F: 3 clusters Score -786451.6 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -788459.187500 Penalty: 2945.286377
	Iteration 1F: 3 clusters Score -788459.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -788744.250000 Penalty: 2945.286377
	Iteration 2F: 3 clusters Score -788744.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -788999.125000 Penalty: 2945.286377
	Iteration 3F: 3 clusters Score -788999.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -789237.187500 Penalty: 2945.286377
	Iteration 4F: 3 clusters Score -789237.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -789458.562500 Penalty: 2945.286377
	Iteration 5Q: 3 clusters Score -789458.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -789651.062500 Penalty: 2945.286377
	Iteration 6Q: 3 clusters Score -789651.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -789824.937500 Penalty: 2945.286377
	Iteration 7Q: 3 clusters Score -789824.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -789968.937500 Penalty: 2945.286377
	Iteration 8Q: 3 clusters Score -789968.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -790082.687500 Penalty: 2945.286377
	Iteration 9Q: 3 clusters Score -790082.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -790198.625000 Penalty: 2945.286377
	Iteration 10Q: 3 clusters Score -790198.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -790294.000000 Penalty: 2945.286377
	Iteration 11Q: 3 clusters Score -790294 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -790394.250000 Penalty: 2945.286377
	Iteration 12Q: 3 clusters Score -790394.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -790485.312500 Penalty: 2945.286377
	Iteration 13Q: 3 clusters Score -790485.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -790550.437500 Penalty: 2945.286377
	Iteration 14Q: 3 clusters Score -790550.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -790604.312500 Penalty: 2945.286377
	Iteration 15Q: 3 clusters Score -790604.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -790656.562500 Penalty: 2945.286377
	Iteration 16Q: 3 clusters Score -790656.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -790707.812500 Penalty: 2945.286377
	Iteration 17Q: 3 clusters Score -790707.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -790756.625000 Penalty: 2945.286377
	Iteration 18Q: 3 clusters Score -790756.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -790817.125000 Penalty: 2945.286377
	Iteration 19Q: 3 clusters Score -790817.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -790881.937500 Penalty: 2945.286377
	Iteration 20F: 3 clusters Score -790881.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -790946.750000 Penalty: 2945.286377
	Iteration 21Q: 3 clusters Score -790946.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -791013.562500 Penalty: 2945.286377
	Iteration 22Q: 3 clusters Score -791013.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -791070.125000 Penalty: 2945.286377
	Iteration 23Q: 3 clusters Score -791070.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -791132.125000 Penalty: 2945.286377
	Iteration 24Q: 3 clusters Score -791132.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -791180.500000 Penalty: 2945.286377
	Iteration 25Q: 3 clusters Score -791180.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -791220.312500 Penalty: 2945.286377
	Iteration 26Q: 3 clusters Score -791220.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -791253.375000 Penalty: 2945.286377
	Iteration 27Q: 3 clusters Score -791253.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -791279.875000 Penalty: 2945.286377
	Iteration 28Q: 3 clusters Score -791279.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -791295.937500 Penalty: 2945.286377
	Iteration 29Q: 3 clusters Score -791295.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -791314.375000 Penalty: 2945.286377
	Iteration 30Q: 3 clusters Score -791314.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -791323.500000 Penalty: 2945.286377
	Iteration 31Q: 3 clusters Score -791323.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -791330.125000 Penalty: 2945.286377
	Iteration 32Q: 3 clusters Score -791330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -791336.250000 Penalty: 2945.286377
	Iteration 33Q: 3 clusters Score -791336.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -791341.687500 Penalty: 2945.286377
	Iteration 34Q: 3 clusters Score -791341.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -791350.375000 Penalty: 2945.286377
	Iteration 35Q: 3 clusters Score -791350.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -791358.312500 Penalty: 2945.286377
	Iteration 36Q: 3 clusters Score -791358.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -791366.562500 Penalty: 2945.286377
	Iteration 37Q: 3 clusters Score -791366.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -791373.062500 Penalty: 2945.286377
	Iteration 38Q: 3 clusters Score -791373.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -791383.625000 Penalty: 2945.286377
	Iteration 39Q: 3 clusters Score -791383.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -791392.750000 Penalty: 2945.286377
	Iteration 40F: 3 clusters Score -791392.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -791398.812500 Penalty: 2945.286377
	Iteration 41Q: 3 clusters Score -791398.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -791407.250000 Penalty: 2945.286377
	Iteration 42Q: 3 clusters Score -791407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -791410.437500 Penalty: 2945.286377
	Iteration 43Q: 3 clusters Score -791410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -791415.187500 Penalty: 2945.286377
	Iteration 44Q: 3 clusters Score -791415.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -791416.875000 Penalty: 2945.286377
	Iteration 45Q: 3 clusters Score -791416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -791418.437500 Penalty: 2945.286377
	Iteration 46Q: 3 clusters Score -791418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -791419.375000 Penalty: 2945.286377
	Iteration 47Q: 3 clusters Score -791419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -791419.500000 Penalty: 2945.286377
	Iteration 48Q: 3 clusters Score -791419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -791419.437500 Penalty: 2945.286377
	Iteration 49Q: 3 clusters Score -791419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -791420.375000 Penalty: 2945.286377
	Iteration 50Q: 3 clusters Score -791420.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -791420.375000 Penalty: 2945.286377
	Iteration 51F: 3 clusters Score -791420.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Entering Unmasked Estep 
Score: -842062.750000 Penalty: 1489.809692
	Iteration 0F: 2 clusters Score -842062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -835242.875000 Penalty: 2979.619385
	Iteration 0F: 3 clusters Score -835242.9 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -837497.125000 Penalty: 2979.619385
	Iteration 1F: 3 clusters Score -837497.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -837886.812500 Penalty: 2979.619385
	Iteration 2F: 3 clusters Score -837886.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -838258.437500 Penalty: 2979.619385
	Iteration 3F: 3 clusters Score -838258.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -838687.625000 Penalty: 2979.619385
	Iteration 4F: 3 clusters Score -838687.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -839155.875000 Penalty: 2979.619385
	Iteration 5F: 3 clusters Score -839155.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -839586.187500 Penalty: 2979.619385
	Iteration 6F: 3 clusters Score -839586.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -839963.812500 Penalty: 2979.619385
	Iteration 7F: 3 clusters Score -839963.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -840325.562500 Penalty: 2979.619385
	Iteration 8Q: 3 clusters Score -840325.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -840612.875000 Penalty: 2979.619385
	Iteration 9Q: 3 clusters Score -840612.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -840802.375000 Penalty: 2979.619385
	Iteration 10Q: 3 clusters Score -840802.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -840923.500000 Penalty: 2979.619385
	Iteration 11Q: 3 clusters Score -840923.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -840990.250000 Penalty: 2979.619385
	Iteration 12Q: 3 clusters Score -840990.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -841022.250000 Penalty: 2979.619385
	Iteration 13Q: 3 clusters Score -841022.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -841046.562500 Penalty: 2979.619385
	Iteration 14Q: 3 clusters Score -841046.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -841060.500000 Penalty: 2979.619385
	Iteration 15Q: 3 clusters Score -841060.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -841064.000000 Penalty: 2979.619385
	Iteration 16Q: 3 clusters Score -841064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -841071.187500 Penalty: 2979.619385
	Iteration 17Q: 3 clusters Score -841071.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -841075.750000 Penalty: 2979.619385
	Iteration 18Q: 3 clusters Score -841075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -841077.375000 Penalty: 2979.619385
	Iteration 19Q: 3 clusters Score -841077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -841079.687500 Penalty: 2979.619385
	Iteration 20F: 3 clusters Score -841079.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -841079.312500 Penalty: 2979.619385
	Iteration 21Q: 3 clusters Score -841079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -841081.187500 Penalty: 2979.619385
	Iteration 22Q: 3 clusters Score -841081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -841080.375000 Penalty: 2979.619385
	Iteration 23Q: 3 clusters Score -841080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -841080.375000 Penalty: 2979.619385
	Iteration 24F: 3 clusters Score -841080.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132280 members 
Entering Unmasked Estep 
Score: -12503945.000000 Penalty: 1916.309814
	Iteration 0F: 2 clusters Score -1.250394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -12415234.000000 Penalty: 3832.619629
	Iteration 0F: 3 clusters Score -1.241523e+07 nChanged 63832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -12452647.000000 Penalty: 3832.619629
	Iteration 1F: 3 clusters Score -1.245265e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -12453777.000000 Penalty: 3832.619629
	Iteration 2Q: 3 clusters Score -1.245378e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -12455865.000000 Penalty: 3832.619629
	Iteration 3Q: 3 clusters Score -1.245586e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -12459740.000000 Penalty: 3832.619629
	Iteration 4F: 3 clusters Score -1.245974e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -12467173.000000 Penalty: 3832.619629
	Iteration 5F: 3 clusters Score -1.246717e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -12478298.000000 Penalty: 3832.619629
	Iteration 6F: 3 clusters Score -1.24783e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -12489861.000000 Penalty: 3832.619629
	Iteration 7F: 3 clusters Score -1.248986e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126755 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -12497371.000000 Penalty: 3832.619629
	Iteration 8F: 3 clusters Score -1.249737e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -12500620.000000 Penalty: 3832.619629
	Iteration 9Q: 3 clusters Score -1.250062e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12501652.000000 Penalty: 3832.619629
	Iteration 10Q: 3 clusters Score -1.250165e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131443 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12502007.000000 Penalty: 3832.619629
	Iteration 11Q: 3 clusters Score -1.250201e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131599 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12502176.000000 Penalty: 3832.619629
	Iteration 12Q: 3 clusters Score -1.250218e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131667 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12502244.000000 Penalty: 3832.619629
	Iteration 13Q: 3 clusters Score -1.250224e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131718 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12502309.000000 Penalty: 3832.619629
	Iteration 14Q: 3 clusters Score -1.250231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131742 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12502340.000000 Penalty: 3832.619629
	Iteration 15Q: 3 clusters Score -1.250234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131753 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12502357.000000 Penalty: 3832.619629
	Iteration 16Q: 3 clusters Score -1.250236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12502365.000000 Penalty: 3832.619629
	Iteration 17Q: 3 clusters Score -1.250236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12502384.000000 Penalty: 3832.619629
	Iteration 18Q: 3 clusters Score -1.250238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12502372.000000 Penalty: 3832.619629
	Iteration 19Q: 3 clusters Score -1.250237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12502376.000000 Penalty: 3832.619629
	Iteration 20F: 3 clusters Score -1.250238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12502383.000000 Penalty: 3832.619629
	Iteration 21Q: 3 clusters Score -1.250238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12502381.000000 Penalty: 3832.619629
	Iteration 22Q: 3 clusters Score -1.250238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12502376.000000 Penalty: 3832.619629
	Iteration 23Q: 3 clusters Score -1.250238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131757 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12502376.000000 Penalty: 3832.619629
	Iteration 24Q: 3 clusters Score -1.250238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12502379.000000 Penalty: 3832.619629
	Iteration 25Q: 3 clusters Score -1.250238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12502372.000000 Penalty: 3832.619629
	Iteration 26Q: 3 clusters Score -1.250237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131759 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12502378.000000 Penalty: 3832.619629
	Iteration 27Q: 3 clusters Score -1.250238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12502380.000000 Penalty: 3832.619629
	Iteration 28Q: 3 clusters Score -1.250238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12502374.000000 Penalty: 3832.619629
	Iteration 29Q: 3 clusters Score -1.250237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12502370.000000 Penalty: 3832.619629
	Iteration 30Q: 3 clusters Score -1.250237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131759 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12502376.000000 Penalty: 3832.619629
	Iteration 31Q: 3 clusters Score -1.250238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12502380.000000 Penalty: 3832.619629
	Iteration 32Q: 3 clusters Score -1.250238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12502381.000000 Penalty: 3832.619629
	Iteration 33Q: 3 clusters Score -1.250238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12502372.000000 Penalty: 3832.619629
	Iteration 34Q: 3 clusters Score -1.250237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12502372.000000 Penalty: 3832.619629
	Iteration 35F: 3 clusters Score -1.250237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Entering Unmasked Estep 
Score: -62107.761719 Penalty: 1086.249390
	Iteration 0F: 2 clusters Score -62107.76 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 391 members 
Entering Unmasked Estep 
Score: -60869.136719 Penalty: 2172.498779
	Iteration 0F: 3 clusters Score -60869.14 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61118.394531 Penalty: 2172.498779
	Iteration 1F: 3 clusters Score -61118.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61216.238281 Penalty: 2172.498779
	Iteration 2F: 3 clusters Score -61216.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -61303.937500 Penalty: 2172.498779
	Iteration 3F: 3 clusters Score -61303.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -61407.367188 Penalty: 2172.498779
	Iteration 4F: 3 clusters Score -61407.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -61510.320312 Penalty: 2172.498779
	Iteration 5F: 3 clusters Score -61510.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61605.609375 Penalty: 2172.498779
	Iteration 6F: 3 clusters Score -61605.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -61663.429688 Penalty: 2172.498779
	Iteration 7Q: 3 clusters Score -61663.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -61721.097656 Penalty: 2172.498779
	Iteration 8Q: 3 clusters Score -61721.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61760.121094 Penalty: 2172.498779
	Iteration 9Q: 3 clusters Score -61760.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61771.550781 Penalty: 2172.498779
	Iteration 10Q: 3 clusters Score -61771.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -61773.882812 Penalty: 2172.498779
	Iteration 11Q: 3 clusters Score -61773.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61780.902344 Penalty: 2172.498779
	Iteration 12Q: 3 clusters Score -61780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -61784.156250 Penalty: 2172.498779
	Iteration 13Q: 3 clusters Score -61784.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61785.304688 Penalty: 2172.498779
	Iteration 14Q: 3 clusters Score -61785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61787.449219 Penalty: 2172.498779
	Iteration 15Q: 3 clusters Score -61787.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -61790.792969 Penalty: 2172.498779
	Iteration 16Q: 3 clusters Score -61790.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61794.953125 Penalty: 2172.498779
	Iteration 17Q: 3 clusters Score -61794.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61798.597656 Penalty: 2172.498779
	Iteration 18Q: 3 clusters Score -61798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61799.230469 Penalty: 2172.498779
	Iteration 19Q: 3 clusters Score -61799.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61799.230469 Penalty: 2172.498779
	Iteration 20F: 3 clusters Score -61799.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Entering Unmasked Estep 
Score: -3936000.750000 Penalty: 1728.041138
	Iteration 0F: 2 clusters Score -3936001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3908107.250000 Penalty: 3456.082275
	Iteration 0F: 3 clusters Score -3908107 nChanged 19437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3919003.000000 Penalty: 3456.082275
	Iteration 1F: 3 clusters Score -3919003 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3919447.750000 Penalty: 3456.082275
	Iteration 2Q: 3 clusters Score -3919448 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3919911.500000 Penalty: 3456.082275
	Iteration 3Q: 3 clusters Score -3919912 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3920367.000000 Penalty: 3456.082275
	Iteration 4Q: 3 clusters Score -3920367 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3920942.500000 Penalty: 3456.082275
	Iteration 5Q: 3 clusters Score -3920942 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3921669.000000 Penalty: 3456.082275
	Iteration 6Q: 3 clusters Score -3921669 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3922663.000000 Penalty: 3456.082275
	Iteration 7Q: 3 clusters Score -3922663 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3924004.750000 Penalty: 3456.082275
	Iteration 8F: 3 clusters Score -3924005 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3925783.750000 Penalty: 3456.082275
	Iteration 9F: 3 clusters Score -3925784 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3927761.250000 Penalty: 3456.082275
	Iteration 10F: 3 clusters Score -3927761 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3929488.500000 Penalty: 3456.082275
	Iteration 11Q: 3 clusters Score -3929488 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3930624.500000 Penalty: 3456.082275
	Iteration 12Q: 3 clusters Score -3930624 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3931309.750000 Penalty: 3456.082275
	Iteration 13Q: 3 clusters Score -3931310 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3931820.000000 Penalty: 3456.082275
	Iteration 14Q: 3 clusters Score -3931820 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3932230.000000 Penalty: 3456.082275
	Iteration 15Q: 3 clusters Score -3932230 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3932617.000000 Penalty: 3456.082275
	Iteration 16Q: 3 clusters Score -3932617 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3932940.250000 Penalty: 3456.082275
	Iteration 17Q: 3 clusters Score -3932940 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3933241.500000 Penalty: 3456.082275
	Iteration 18Q: 3 clusters Score -3933242 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3933519.750000 Penalty: 3456.082275
	Iteration 19Q: 3 clusters Score -3933520 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3933769.250000 Penalty: 3456.082275
	Iteration 20F: 3 clusters Score -3933769 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3933966.750000 Penalty: 3456.082275
	Iteration 21Q: 3 clusters Score -3933967 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3934094.250000 Penalty: 3456.082275
	Iteration 22Q: 3 clusters Score -3934094 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3934206.750000 Penalty: 3456.082275
	Iteration 23Q: 3 clusters Score -3934207 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3934299.000000 Penalty: 3456.082275
	Iteration 24Q: 3 clusters Score -3934299 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3934351.000000 Penalty: 3456.082275
	Iteration 25Q: 3 clusters Score -3934351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3934408.250000 Penalty: 3456.082275
	Iteration 26Q: 3 clusters Score -3934408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3934435.500000 Penalty: 3456.082275
	Iteration 27Q: 3 clusters Score -3934436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3934451.750000 Penalty: 3456.082275
	Iteration 28Q: 3 clusters Score -3934452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3934457.250000 Penalty: 3456.082275
	Iteration 29Q: 3 clusters Score -3934457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3934480.750000 Penalty: 3456.082275
	Iteration 30Q: 3 clusters Score -3934481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3934493.000000 Penalty: 3456.082275
	Iteration 31Q: 3 clusters Score -3934493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3934506.250000 Penalty: 3456.082275
	Iteration 32Q: 3 clusters Score -3934506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3934512.250000 Penalty: 3456.082275
	Iteration 33Q: 3 clusters Score -3934512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3934519.000000 Penalty: 3456.082275
	Iteration 34Q: 3 clusters Score -3934519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3934529.000000 Penalty: 3456.082275
	Iteration 35Q: 3 clusters Score -3934529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3934530.250000 Penalty: 3456.082275
	Iteration 36Q: 3 clusters Score -3934530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3934532.750000 Penalty: 3456.082275
	Iteration 37Q: 3 clusters Score -3934533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3934536.000000 Penalty: 3456.082275
	Iteration 38Q: 3 clusters Score -3934536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3934538.500000 Penalty: 3456.082275
	Iteration 39Q: 3 clusters Score -3934538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3934536.250000 Penalty: 3456.082275
	Iteration 40F: 3 clusters Score -3934536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3934539.500000 Penalty: 3456.082275
	Iteration 41Q: 3 clusters Score -3934540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3934539.000000 Penalty: 3456.082275
	Iteration 42Q: 3 clusters Score -3934539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3934543.000000 Penalty: 3456.082275
	Iteration 43Q: 3 clusters Score -3934543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3934546.750000 Penalty: 3456.082275
	Iteration 44Q: 3 clusters Score -3934547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3934544.000000 Penalty: 3456.082275
	Iteration 45Q: 3 clusters Score -3934544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3934546.500000 Penalty: 3456.082275
	Iteration 46Q: 3 clusters Score -3934546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3934546.500000 Penalty: 3456.082275
	Iteration 47F: 3 clusters Score -3934546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -35495.050781 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -35495.05 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 238 members 
Entering Unmasked Estep 
Score: -34522.589844 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -34522.59 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34685.347656 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -34685.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34743.128906 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -34743.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34778.191406 Penalty: 2005.802612
	Iteration 3Q: 3 clusters Score -34778.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34860.097656 Penalty: 2005.802612
	Iteration 4F: 3 clusters Score -34860.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34984.335938 Penalty: 2005.802612
	Iteration 5F: 3 clusters Score -34984.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35051.484375 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -35051.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35093.281250 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -35093.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35104.777344 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -35104.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35123.097656 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -35123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35136.132812 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -35136.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35146.437500 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -35146.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35179.839844 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -35179.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35210.027344 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -35210.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35213.484375 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -35213.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35216.707031 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -35216.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35220.632812 Penalty: 2005.802612
	Iteration 16Q: 3 clusters Score -35220.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35224.667969 Penalty: 2005.802612
	Iteration 17Q: 3 clusters Score -35224.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35226.632812 Penalty: 2005.802612
	Iteration 18Q: 3 clusters Score -35226.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35227.820312 Penalty: 2005.802612
	Iteration 19Q: 3 clusters Score -35227.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35227.820312 Penalty: 2005.802612
	Iteration 20F: 3 clusters Score -35227.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Entering Unmasked Estep 
Score: -242652.453125 Penalty: 1278.901978
	Iteration 0F: 2 clusters Score -242652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -240151.375000 Penalty: 2557.803955
	Iteration 0F: 3 clusters Score -240151.4 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -240764.609375 Penalty: 2557.803955
	Iteration 1F: 3 clusters Score -240764.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -240865.015625 Penalty: 2557.803955
	Iteration 2F: 3 clusters Score -240865 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -240925.937500 Penalty: 2557.803955
	Iteration 3Q: 3 clusters Score -240925.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -240970.609375 Penalty: 2557.803955
	Iteration 4Q: 3 clusters Score -240970.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -240991.171875 Penalty: 2557.803955
	Iteration 5Q: 3 clusters Score -240991.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -241003.312500 Penalty: 2557.803955
	Iteration 6Q: 3 clusters Score -241003.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -241012.843750 Penalty: 2557.803955
	Iteration 7Q: 3 clusters Score -241012.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -241023.281250 Penalty: 2557.803955
	Iteration 8Q: 3 clusters Score -241023.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -241028.140625 Penalty: 2557.803955
	Iteration 9Q: 3 clusters Score -241028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -241034.265625 Penalty: 2557.803955
	Iteration 10Q: 3 clusters Score -241034.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -241039.406250 Penalty: 2557.803955
	Iteration 11Q: 3 clusters Score -241039.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -241042.031250 Penalty: 2557.803955
	Iteration 12Q: 3 clusters Score -241042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -241043.921875 Penalty: 2557.803955
	Iteration 13Q: 3 clusters Score -241043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -241045.500000 Penalty: 2557.803955
	Iteration 14Q: 3 clusters Score -241045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -241046.421875 Penalty: 2557.803955
	Iteration 15Q: 3 clusters Score -241046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -241047.156250 Penalty: 2557.803955
	Iteration 16Q: 3 clusters Score -241047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -241047.312500 Penalty: 2557.803955
	Iteration 17Q: 3 clusters Score -241047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -241047.296875 Penalty: 2557.803955
	Iteration 18Q: 3 clusters Score -241047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -241047.281250 Penalty: 2557.803955
	Iteration 19Q: 3 clusters Score -241047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -241047.281250 Penalty: 2557.803955
	Iteration 20F: 3 clusters Score -241047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -207918.171875 Penalty: 1273.024414
	Iteration 0F: 2 clusters Score -207918.2 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 1306 members 
Entering Unmasked Estep 
Score: -205509.390625 Penalty: 2546.048828
	Iteration 0F: 3 clusters Score -205509.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -206127.015625 Penalty: 2546.048828
	Iteration 1F: 3 clusters Score -206127 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -206295.375000 Penalty: 2546.048828
	Iteration 2F: 3 clusters Score -206295.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -206421.453125 Penalty: 2546.048828
	Iteration 3F: 3 clusters Score -206421.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -206511.921875 Penalty: 2546.048828
	Iteration 4Q: 3 clusters Score -206511.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -206566.000000 Penalty: 2546.048828
	Iteration 5Q: 3 clusters Score -206566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -206602.656250 Penalty: 2546.048828
	Iteration 6Q: 3 clusters Score -206602.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -206634.531250 Penalty: 2546.048828
	Iteration 7Q: 3 clusters Score -206634.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -206659.265625 Penalty: 2546.048828
	Iteration 8Q: 3 clusters Score -206659.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -206681.890625 Penalty: 2546.048828
	Iteration 9Q: 3 clusters Score -206681.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -206702.109375 Penalty: 2546.048828
	Iteration 10Q: 3 clusters Score -206702.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -206723.796875 Penalty: 2546.048828
	Iteration 11Q: 3 clusters Score -206723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -206740.781250 Penalty: 2546.048828
	Iteration 12Q: 3 clusters Score -206740.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -206755.031250 Penalty: 2546.048828
	Iteration 13Q: 3 clusters Score -206755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -206766.140625 Penalty: 2546.048828
	Iteration 14Q: 3 clusters Score -206766.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -206778.593750 Penalty: 2546.048828
	Iteration 15Q: 3 clusters Score -206778.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -206783.718750 Penalty: 2546.048828
	Iteration 16Q: 3 clusters Score -206783.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -206788.093750 Penalty: 2546.048828
	Iteration 17Q: 3 clusters Score -206788.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -206792.703125 Penalty: 2546.048828
	Iteration 18Q: 3 clusters Score -206792.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -206799.937500 Penalty: 2546.048828
	Iteration 19Q: 3 clusters Score -206799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -206802.640625 Penalty: 2546.048828
	Iteration 20F: 3 clusters Score -206802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -206806.312500 Penalty: 2546.048828
	Iteration 21Q: 3 clusters Score -206806.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -206809.203125 Penalty: 2546.048828
	Iteration 22Q: 3 clusters Score -206809.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -206815.796875 Penalty: 2546.048828
	Iteration 23Q: 3 clusters Score -206815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -206819.390625 Penalty: 2546.048828
	Iteration 24Q: 3 clusters Score -206819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -206822.578125 Penalty: 2546.048828
	Iteration 25Q: 3 clusters Score -206822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -206823.000000 Penalty: 2546.048828
	Iteration 26Q: 3 clusters Score -206823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -206825.343750 Penalty: 2546.048828
	Iteration 27Q: 3 clusters Score -206825.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -206829.296875 Penalty: 2546.048828
	Iteration 28Q: 3 clusters Score -206829.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -206833.609375 Penalty: 2546.048828
	Iteration 29Q: 3 clusters Score -206833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -206836.000000 Penalty: 2546.048828
	Iteration 30Q: 3 clusters Score -206836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -206839.562500 Penalty: 2546.048828
	Iteration 31Q: 3 clusters Score -206839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -206841.421875 Penalty: 2546.048828
	Iteration 32Q: 3 clusters Score -206841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -206843.078125 Penalty: 2546.048828
	Iteration 33Q: 3 clusters Score -206843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -206843.906250 Penalty: 2546.048828
	Iteration 34Q: 3 clusters Score -206843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -206844.859375 Penalty: 2546.048828
	Iteration 35Q: 3 clusters Score -206844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -206844.546875 Penalty: 2546.048828
	Iteration 36Q: 3 clusters Score -206844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -206845.515625 Penalty: 2546.048828
	Iteration 37Q: 3 clusters Score -206845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -206846.859375 Penalty: 2546.048828
	Iteration 38Q: 3 clusters Score -206846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -206847.812500 Penalty: 2546.048828
	Iteration 39Q: 3 clusters Score -206847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -206848.359375 Penalty: 2546.048828
	Iteration 40F: 3 clusters Score -206848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -206849.312500 Penalty: 2546.048828
	Iteration 41Q: 3 clusters Score -206849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -206850.281250 Penalty: 2546.048828
	Iteration 42Q: 3 clusters Score -206850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -206852.125000 Penalty: 2546.048828
	Iteration 43Q: 3 clusters Score -206852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -206852.859375 Penalty: 2546.048828
	Iteration 44Q: 3 clusters Score -206852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -206854.140625 Penalty: 2546.048828
	Iteration 45Q: 3 clusters Score -206854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -206856.640625 Penalty: 2546.048828
	Iteration 46Q: 3 clusters Score -206856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -206858.687500 Penalty: 2546.048828
	Iteration 47Q: 3 clusters Score -206858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -206859.703125 Penalty: 2546.048828
	Iteration 48Q: 3 clusters Score -206859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -206861.031250 Penalty: 2546.048828
	Iteration 49Q: 3 clusters Score -206861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -206862.828125 Penalty: 2546.048828
	Iteration 50Q: 3 clusters Score -206862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -206864.406250 Penalty: 2546.048828
	Iteration 51Q: 3 clusters Score -206864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -206865.328125 Penalty: 2546.048828
	Iteration 52Q: 3 clusters Score -206865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -206866.562500 Penalty: 2546.048828
	Iteration 53Q: 3 clusters Score -206866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -206868.421875 Penalty: 2546.048828
	Iteration 54Q: 3 clusters Score -206868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -206870.140625 Penalty: 2546.048828
	Iteration 55Q: 3 clusters Score -206870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -206870.937500 Penalty: 2546.048828
	Iteration 56Q: 3 clusters Score -206870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -206872.312500 Penalty: 2546.048828
	Iteration 57Q: 3 clusters Score -206872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -206873.015625 Penalty: 2546.048828
	Iteration 58Q: 3 clusters Score -206873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -206873.015625 Penalty: 2546.048828
	Iteration 59F: 3 clusters Score -206873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -18407.251953 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -18407.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17620.183594 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -17620.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17864.289062 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -17864.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17971.777344 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -17971.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18024.330078 Penalty: 1945.596924
	Iteration 3F: 3 clusters Score -18024.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18090.199219 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -18090.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -18148.849609 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -18148.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18184.150391 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -18184.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -18201.398438 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -18201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18204.806641 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -18204.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -18205.427734 Penalty: 1945.596924
	Iteration 9Q: 3 clusters Score -18205.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18206.644531 Penalty: 1945.596924
	Iteration 10Q: 3 clusters Score -18206.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18219.402344 Penalty: 1945.596924
	Iteration 11F: 3 clusters Score -18219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18228.412109 Penalty: 1945.596924
	Iteration 12Q: 3 clusters Score -18228.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -18257.203125 Penalty: 1945.596924
	Iteration 13Q: 3 clusters Score -18257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18264.205078 Penalty: 1945.596924
	Iteration 14Q: 3 clusters Score -18264.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18275.419922 Penalty: 1945.596924
	Iteration 15Q: 3 clusters Score -18275.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18288.513672 Penalty: 1945.596924
	Iteration 16Q: 3 clusters Score -18288.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18305.738281 Penalty: 1945.596924
	Iteration 17Q: 3 clusters Score -18305.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18348.419922 Penalty: 1945.596924
	Iteration 18Q: 3 clusters Score -18348.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18353.759766 Penalty: 1945.596924
	Iteration 19Q: 3 clusters Score -18353.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18361.953125 Penalty: 1945.596924
	Iteration 20F: 3 clusters Score -18361.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Entering Unmasked Estep 
Score: -758546.937500 Penalty: 1460.114502
	Iteration 0F: 2 clusters Score -758546.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -752628.500000 Penalty: 2920.229004
	Iteration 0F: 3 clusters Score -752628.5 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -754371.937500 Penalty: 2920.229004
	Iteration 1F: 3 clusters Score -754371.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -754637.125000 Penalty: 2920.229004
	Iteration 2F: 3 clusters Score -754637.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -754881.437500 Penalty: 2920.229004
	Iteration 3F: 3 clusters Score -754881.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -755139.937500 Penalty: 2920.229004
	Iteration 4F: 3 clusters Score -755139.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -755439.687500 Penalty: 2920.229004
	Iteration 5F: 3 clusters Score -755439.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -755772.187500 Penalty: 2920.229004
	Iteration 6F: 3 clusters Score -755772.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -756133.687500 Penalty: 2920.229004
	Iteration 7F: 3 clusters Score -756133.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -756511.875000 Penalty: 2920.229004
	Iteration 8F: 3 clusters Score -756511.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -756797.437500 Penalty: 2920.229004
	Iteration 9Q: 3 clusters Score -756797.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -756979.375000 Penalty: 2920.229004
	Iteration 10Q: 3 clusters Score -756979.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -757083.062500 Penalty: 2920.229004
	Iteration 11Q: 3 clusters Score -757083.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -757162.187500 Penalty: 2920.229004
	Iteration 12Q: 3 clusters Score -757162.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -757213.750000 Penalty: 2920.229004
	Iteration 13Q: 3 clusters Score -757213.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -757242.000000 Penalty: 2920.229004
	Iteration 14Q: 3 clusters Score -757242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -757263.937500 Penalty: 2920.229004
	Iteration 15Q: 3 clusters Score -757263.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -757282.625000 Penalty: 2920.229004
	Iteration 16Q: 3 clusters Score -757282.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -757298.937500 Penalty: 2920.229004
	Iteration 17Q: 3 clusters Score -757298.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -757311.562500 Penalty: 2920.229004
	Iteration 18Q: 3 clusters Score -757311.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -757323.312500 Penalty: 2920.229004
	Iteration 19Q: 3 clusters Score -757323.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -757332.750000 Penalty: 2920.229004
	Iteration 20F: 3 clusters Score -757332.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -757345.875000 Penalty: 2920.229004
	Iteration 21Q: 3 clusters Score -757345.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -757350.812500 Penalty: 2920.229004
	Iteration 22Q: 3 clusters Score -757350.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -757357.500000 Penalty: 2920.229004
	Iteration 23Q: 3 clusters Score -757357.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -757364.687500 Penalty: 2920.229004
	Iteration 24Q: 3 clusters Score -757364.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -757366.812500 Penalty: 2920.229004
	Iteration 25Q: 3 clusters Score -757366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -757367.312500 Penalty: 2920.229004
	Iteration 26Q: 3 clusters Score -757367.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -757368.687500 Penalty: 2920.229004
	Iteration 27Q: 3 clusters Score -757368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -757368.750000 Penalty: 2920.229004
	Iteration 28Q: 3 clusters Score -757368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -757368.375000 Penalty: 2920.229004
	Iteration 29Q: 3 clusters Score -757368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -757368.375000 Penalty: 2920.229004
	Iteration 30F: 3 clusters Score -757368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Entering Unmasked Estep 
Score: -4509053.500000 Penalty: 1750.251221
	Iteration 0F: 2 clusters Score -4509054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -4477119.500000 Penalty: 3500.502441
	Iteration 0F: 3 clusters Score -4477120 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4489550.000000 Penalty: 3500.502441
	Iteration 1F: 3 clusters Score -4489550 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -4489887.000000 Penalty: 3500.502441
	Iteration 2Q: 3 clusters Score -4489887 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4490237.500000 Penalty: 3500.502441
	Iteration 3Q: 3 clusters Score -4490238 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4490609.500000 Penalty: 3500.502441
	Iteration 4Q: 3 clusters Score -4490610 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4491099.000000 Penalty: 3500.502441
	Iteration 5Q: 3 clusters Score -4491099 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4491806.000000 Penalty: 3500.502441
	Iteration 6Q: 3 clusters Score -4491806 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4492969.000000 Penalty: 3500.502441
	Iteration 7Q: 3 clusters Score -4492969 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4494580.000000 Penalty: 3500.502441
	Iteration 8F: 3 clusters Score -4494580 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4496545.000000 Penalty: 3500.502441
	Iteration 9F: 3 clusters Score -4496545 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4498764.000000 Penalty: 3500.502441
	Iteration 10F: 3 clusters Score -4498764 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -4500868.500000 Penalty: 3500.502441
	Iteration 11F: 3 clusters Score -4500868 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4502488.000000 Penalty: 3500.502441
	Iteration 12Q: 3 clusters Score -4502488 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -4503592.000000 Penalty: 3500.502441
	Iteration 13Q: 3 clusters Score -4503592 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -4504347.000000 Penalty: 3500.502441
	Iteration 14Q: 3 clusters Score -4504347 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4504938.500000 Penalty: 3500.502441
	Iteration 15Q: 3 clusters Score -4504938 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4505406.500000 Penalty: 3500.502441
	Iteration 16Q: 3 clusters Score -4505406 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4505841.000000 Penalty: 3500.502441
	Iteration 17Q: 3 clusters Score -4505841 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4506180.500000 Penalty: 3500.502441
	Iteration 18Q: 3 clusters Score -4506180 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4506477.000000 Penalty: 3500.502441
	Iteration 19Q: 3 clusters Score -4506477 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4506754.500000 Penalty: 3500.502441
	Iteration 20F: 3 clusters Score -4506754 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4506933.000000 Penalty: 3500.502441
	Iteration 21Q: 3 clusters Score -4506933 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4507074.500000 Penalty: 3500.502441
	Iteration 22Q: 3 clusters Score -4507074 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4507187.500000 Penalty: 3500.502441
	Iteration 23Q: 3 clusters Score -4507188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4507257.500000 Penalty: 3500.502441
	Iteration 24Q: 3 clusters Score -4507258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4507322.000000 Penalty: 3500.502441
	Iteration 25Q: 3 clusters Score -4507322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4507365.500000 Penalty: 3500.502441
	Iteration 26Q: 3 clusters Score -4507366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4507408.000000 Penalty: 3500.502441
	Iteration 27Q: 3 clusters Score -4507408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4507447.000000 Penalty: 3500.502441
	Iteration 28Q: 3 clusters Score -4507447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4507471.000000 Penalty: 3500.502441
	Iteration 29Q: 3 clusters Score -4507471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4507489.000000 Penalty: 3500.502441
	Iteration 30Q: 3 clusters Score -4507489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4507506.000000 Penalty: 3500.502441
	Iteration 31Q: 3 clusters Score -4507506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4507520.500000 Penalty: 3500.502441
	Iteration 32Q: 3 clusters Score -4507520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4507524.500000 Penalty: 3500.502441
	Iteration 33Q: 3 clusters Score -4507524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4507531.000000 Penalty: 3500.502441
	Iteration 34Q: 3 clusters Score -4507531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4507543.500000 Penalty: 3500.502441
	Iteration 35Q: 3 clusters Score -4507544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4507548.500000 Penalty: 3500.502441
	Iteration 36Q: 3 clusters Score -4507548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4507558.000000 Penalty: 3500.502441
	Iteration 37Q: 3 clusters Score -4507558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4507565.500000 Penalty: 3500.502441
	Iteration 38Q: 3 clusters Score -4507566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4507580.000000 Penalty: 3500.502441
	Iteration 39Q: 3 clusters Score -4507580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4507583.500000 Penalty: 3500.502441
	Iteration 40F: 3 clusters Score -4507584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4507590.000000 Penalty: 3500.502441
	Iteration 41Q: 3 clusters Score -4507590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4507594.000000 Penalty: 3500.502441
	Iteration 42Q: 3 clusters Score -4507594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4507600.000000 Penalty: 3500.502441
	Iteration 43Q: 3 clusters Score -4507600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4507602.500000 Penalty: 3500.502441
	Iteration 44Q: 3 clusters Score -4507602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4507602.000000 Penalty: 3500.502441
	Iteration 45Q: 3 clusters Score -4507602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4507604.000000 Penalty: 3500.502441
	Iteration 46Q: 3 clusters Score -4507604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4507605.500000 Penalty: 3500.502441
	Iteration 47Q: 3 clusters Score -4507606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4507605.000000 Penalty: 3500.502441
	Iteration 48Q: 3 clusters Score -4507605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4507605.000000 Penalty: 3500.502441
	Iteration 49F: 3 clusters Score -4507605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -87953.632812 Penalty: 1128.883667
	Iteration 0F: 2 clusters Score -87953.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86532.726562 Penalty: 2257.767334
	Iteration 0F: 3 clusters Score -86532.73 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86840.070312 Penalty: 2257.767334
	Iteration 1F: 3 clusters Score -86840.07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86916.593750 Penalty: 2257.767334
	Iteration 2F: 3 clusters Score -86916.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86955.664062 Penalty: 2257.767334
	Iteration 3Q: 3 clusters Score -86955.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86973.414062 Penalty: 2257.767334
	Iteration 4Q: 3 clusters Score -86973.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86984.335938 Penalty: 2257.767334
	Iteration 5Q: 3 clusters Score -86984.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86990.515625 Penalty: 2257.767334
	Iteration 6Q: 3 clusters Score -86990.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86996.171875 Penalty: 2257.767334
	Iteration 7Q: 3 clusters Score -86996.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87006.742188 Penalty: 2257.767334
	Iteration 8Q: 3 clusters Score -87006.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87013.976562 Penalty: 2257.767334
	Iteration 9Q: 3 clusters Score -87013.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -87016.937500 Penalty: 2257.767334
	Iteration 10Q: 3 clusters Score -87016.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87018.648438 Penalty: 2257.767334
	Iteration 11Q: 3 clusters Score -87018.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87020.703125 Penalty: 2257.767334
	Iteration 12Q: 3 clusters Score -87020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -87027.710938 Penalty: 2257.767334
	Iteration 13Q: 3 clusters Score -87027.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87030.351562 Penalty: 2257.767334
	Iteration 14Q: 3 clusters Score -87030.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87032.742188 Penalty: 2257.767334
	Iteration 15Q: 3 clusters Score -87032.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87034.960938 Penalty: 2257.767334
	Iteration 16Q: 3 clusters Score -87034.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87035.703125 Penalty: 2257.767334
	Iteration 17Q: 3 clusters Score -87035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87035.703125 Penalty: 2257.767334
	Iteration 18F: 3 clusters Score -87035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Entering Unmasked Estep 
Score: -2465376.000000 Penalty: 1658.912231
	Iteration 0F: 2 clusters Score -2465376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2447144.750000 Penalty: 3317.824463
	Iteration 0F: 3 clusters Score -2447145 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2453953.750000 Penalty: 3317.824463
	Iteration 1F: 3 clusters Score -2453954 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2454323.000000 Penalty: 3317.824463
	Iteration 2Q: 3 clusters Score -2454323 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2454681.750000 Penalty: 3317.824463
	Iteration 3Q: 3 clusters Score -2454682 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2455106.000000 Penalty: 3317.824463
	Iteration 4Q: 3 clusters Score -2455106 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2455653.750000 Penalty: 3317.824463
	Iteration 5Q: 3 clusters Score -2455654 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2456411.250000 Penalty: 3317.824463
	Iteration 6F: 3 clusters Score -2456411 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2457510.750000 Penalty: 3317.824463
	Iteration 7F: 3 clusters Score -2457511 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2458983.750000 Penalty: 3317.824463
	Iteration 8F: 3 clusters Score -2458984 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2460609.500000 Penalty: 3317.824463
	Iteration 9F: 3 clusters Score -2460610 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2462004.500000 Penalty: 3317.824463
	Iteration 10F: 3 clusters Score -2462004 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2462951.250000 Penalty: 3317.824463
	Iteration 11Q: 3 clusters Score -2462951 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2463486.000000 Penalty: 3317.824463
	Iteration 12Q: 3 clusters Score -2463486 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2463737.000000 Penalty: 3317.824463
	Iteration 13Q: 3 clusters Score -2463737 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2463834.250000 Penalty: 3317.824463
	Iteration 14Q: 3 clusters Score -2463834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2463885.250000 Penalty: 3317.824463
	Iteration 15Q: 3 clusters Score -2463885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2463920.000000 Penalty: 3317.824463
	Iteration 16Q: 3 clusters Score -2463920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2463937.000000 Penalty: 3317.824463
	Iteration 17Q: 3 clusters Score -2463937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2463953.250000 Penalty: 3317.824463
	Iteration 18Q: 3 clusters Score -2463953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2463965.250000 Penalty: 3317.824463
	Iteration 19Q: 3 clusters Score -2463965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2463980.500000 Penalty: 3317.824463
	Iteration 20F: 3 clusters Score -2463980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2463995.500000 Penalty: 3317.824463
	Iteration 21Q: 3 clusters Score -2463996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2463997.250000 Penalty: 3317.824463
	Iteration 22Q: 3 clusters Score -2463997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2463997.500000 Penalty: 3317.824463
	Iteration 23Q: 3 clusters Score -2463998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2463999.000000 Penalty: 3317.824463
	Iteration 24Q: 3 clusters Score -2463999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2463999.000000 Penalty: 3317.824463
	Iteration 25F: 3 clusters Score -2463999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Entering Unmasked Estep 
Score: -6685779.000000 Penalty: 1814.125610
	Iteration 0F: 2 clusters Score -6685779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -6638594.000000 Penalty: 3628.251221
	Iteration 0F: 3 clusters Score -6638594 nChanged 33417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -6657957.500000 Penalty: 3628.251221
	Iteration 1F: 3 clusters Score -6657958 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -6658477.000000 Penalty: 3628.251221
	Iteration 2Q: 3 clusters Score -6658477 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -6659112.000000 Penalty: 3628.251221
	Iteration 3Q: 3 clusters Score -6659112 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -6659878.500000 Penalty: 3628.251221
	Iteration 4Q: 3 clusters Score -6659878 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -6661005.000000 Penalty: 3628.251221
	Iteration 5Q: 3 clusters Score -6661005 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -6662679.500000 Penalty: 3628.251221
	Iteration 6Q: 3 clusters Score -6662680 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -6665385.000000 Penalty: 3628.251221
	Iteration 7F: 3 clusters Score -6665385 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -6669218.000000 Penalty: 3628.251221
	Iteration 8F: 3 clusters Score -6669218 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -6673753.500000 Penalty: 3628.251221
	Iteration 9F: 3 clusters Score -6673754 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -6677949.000000 Penalty: 3628.251221
	Iteration 10F: 3 clusters Score -6677949 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -6680903.000000 Penalty: 3628.251221
	Iteration 11Q: 3 clusters Score -6680903 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -6682645.500000 Penalty: 3628.251221
	Iteration 12Q: 3 clusters Score -6682646 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -6683475.500000 Penalty: 3628.251221
	Iteration 13Q: 3 clusters Score -6683476 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -6683827.500000 Penalty: 3628.251221
	Iteration 14Q: 3 clusters Score -6683828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -6683990.000000 Penalty: 3628.251221
	Iteration 15Q: 3 clusters Score -6683990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -6684084.500000 Penalty: 3628.251221
	Iteration 16Q: 3 clusters Score -6684084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -6684141.000000 Penalty: 3628.251221
	Iteration 17Q: 3 clusters Score -6684141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -6684177.500000 Penalty: 3628.251221
	Iteration 18Q: 3 clusters Score -6684178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -6684188.000000 Penalty: 3628.251221
	Iteration 19Q: 3 clusters Score -6684188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -6684200.500000 Penalty: 3628.251221
	Iteration 20F: 3 clusters Score -6684200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -6684201.000000 Penalty: 3628.251221
	Iteration 21Q: 3 clusters Score -6684201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -6684202.500000 Penalty: 3628.251221
	Iteration 22Q: 3 clusters Score -6684202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -6684202.500000 Penalty: 3628.251221
	Iteration 23F: 3 clusters Score -6684202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9585.938477 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -9585.938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9002.382812 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -9002.383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9182.421875 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -9182.422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9235.292969 Penalty: 1669.134521
	Iteration 2Q: 3 clusters Score -9235.293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9272.684570 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -9272.685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9290.580078 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -9290.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9313.275391 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -9313.275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9318.108398 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -9318.108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9320.676758 Penalty: 1669.134521
	Iteration 7Q: 3 clusters Score -9320.677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9324.271484 Penalty: 1669.134521
	Iteration 8Q: 3 clusters Score -9324.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9324.271484 Penalty: 1669.134521
	Iteration 9F: 3 clusters Score -9324.271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Entering Unmasked Estep 
Score: -6383305.500000 Penalty: 1807.093994
	Iteration 0F: 2 clusters Score -6383306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -6338094.000000 Penalty: 3614.187988
	Iteration 0F: 3 clusters Score -6338094 nChanged 32027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -6356661.500000 Penalty: 3614.187988
	Iteration 1F: 3 clusters Score -6356662 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -6357397.500000 Penalty: 3614.187988
	Iteration 2Q: 3 clusters Score -6357398 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -6358274.500000 Penalty: 3614.187988
	Iteration 3Q: 3 clusters Score -6358274 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -6359425.000000 Penalty: 3614.187988
	Iteration 4Q: 3 clusters Score -6359425 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -6360999.500000 Penalty: 3614.187988
	Iteration 5Q: 3 clusters Score -6361000 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -6363044.000000 Penalty: 3614.187988
	Iteration 6F: 3 clusters Score -6363044 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -6365724.500000 Penalty: 3614.187988
	Iteration 7F: 3 clusters Score -6365724 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -6369036.500000 Penalty: 3614.187988
	Iteration 8F: 3 clusters Score -6369036 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -6372089.000000 Penalty: 3614.187988
	Iteration 9F: 3 clusters Score -6372089 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -6373688.500000 Penalty: 3614.187988
	Iteration 10Q: 3 clusters Score -6373688 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -6374467.000000 Penalty: 3614.187988
	Iteration 11Q: 3 clusters Score -6374467 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -6374934.000000 Penalty: 3614.187988
	Iteration 12Q: 3 clusters Score -6374934 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -6375346.000000 Penalty: 3614.187988
	Iteration 13Q: 3 clusters Score -6375346 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -6375698.500000 Penalty: 3614.187988
	Iteration 14Q: 3 clusters Score -6375698 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -6376023.000000 Penalty: 3614.187988
	Iteration 15Q: 3 clusters Score -6376023 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -6376285.500000 Penalty: 3614.187988
	Iteration 16Q: 3 clusters Score -6376286 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -6376514.000000 Penalty: 3614.187988
	Iteration 17Q: 3 clusters Score -6376514 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -6376677.000000 Penalty: 3614.187988
	Iteration 18Q: 3 clusters Score -6376677 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6376824.000000 Penalty: 3614.187988
	Iteration 19Q: 3 clusters Score -6376824 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -6377023.500000 Penalty: 3614.187988
	Iteration 20F: 3 clusters Score -6377024 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6377174.000000 Penalty: 3614.187988
	Iteration 21Q: 3 clusters Score -6377174 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -6377313.000000 Penalty: 3614.187988
	Iteration 22Q: 3 clusters Score -6377313 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -6377425.000000 Penalty: 3614.187988
	Iteration 23Q: 3 clusters Score -6377425 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -6377573.000000 Penalty: 3614.187988
	Iteration 24Q: 3 clusters Score -6377573 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -6377718.500000 Penalty: 3614.187988
	Iteration 25Q: 3 clusters Score -6377718 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -6377890.000000 Penalty: 3614.187988
	Iteration 26Q: 3 clusters Score -6377890 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -6378005.000000 Penalty: 3614.187988
	Iteration 27Q: 3 clusters Score -6378005 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -6378158.000000 Penalty: 3614.187988
	Iteration 28Q: 3 clusters Score -6378158 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -6378334.500000 Penalty: 3614.187988
	Iteration 29Q: 3 clusters Score -6378334 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -6378482.000000 Penalty: 3614.187988
	Iteration 30Q: 3 clusters Score -6378482 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -6378669.500000 Penalty: 3614.187988
	Iteration 31Q: 3 clusters Score -6378670 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -6378872.000000 Penalty: 3614.187988
	Iteration 32Q: 3 clusters Score -6378872 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -6379065.000000 Penalty: 3614.187988
	Iteration 33Q: 3 clusters Score -6379065 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -6379226.000000 Penalty: 3614.187988
	Iteration 34Q: 3 clusters Score -6379226 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -6379390.500000 Penalty: 3614.187988
	Iteration 35Q: 3 clusters Score -6379390 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -6379567.500000 Penalty: 3614.187988
	Iteration 36Q: 3 clusters Score -6379568 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -6379721.000000 Penalty: 3614.187988
	Iteration 37Q: 3 clusters Score -6379721 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -6379885.000000 Penalty: 3614.187988
	Iteration 38Q: 3 clusters Score -6379885 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -6380047.000000 Penalty: 3614.187988
	Iteration 39Q: 3 clusters Score -6380047 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -6380235.000000 Penalty: 3614.187988
	Iteration 40F: 3 clusters Score -6380235 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -6380377.000000 Penalty: 3614.187988
	Iteration 41Q: 3 clusters Score -6380377 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -6380510.500000 Penalty: 3614.187988
	Iteration 42Q: 3 clusters Score -6380510 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -6380658.500000 Penalty: 3614.187988
	Iteration 43Q: 3 clusters Score -6380658 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -6380834.000000 Penalty: 3614.187988
	Iteration 44Q: 3 clusters Score -6380834 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -6380950.000000 Penalty: 3614.187988
	Iteration 45Q: 3 clusters Score -6380950 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6381019.500000 Penalty: 3614.187988
	Iteration 46Q: 3 clusters Score -6381020 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6381109.000000 Penalty: 3614.187988
	Iteration 47Q: 3 clusters Score -6381109 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6381193.500000 Penalty: 3614.187988
	Iteration 48Q: 3 clusters Score -6381194 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6381280.500000 Penalty: 3614.187988
	Iteration 49Q: 3 clusters Score -6381280 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6381347.000000 Penalty: 3614.187988
	Iteration 50Q: 3 clusters Score -6381347 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6381442.000000 Penalty: 3614.187988
	Iteration 51Q: 3 clusters Score -6381442 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6381506.500000 Penalty: 3614.187988
	Iteration 52Q: 3 clusters Score -6381506 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6381589.000000 Penalty: 3614.187988
	Iteration 53Q: 3 clusters Score -6381589 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6381643.000000 Penalty: 3614.187988
	Iteration 54Q: 3 clusters Score -6381643 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6381675.500000 Penalty: 3614.187988
	Iteration 55Q: 3 clusters Score -6381676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6381693.000000 Penalty: 3614.187988
	Iteration 56Q: 3 clusters Score -6381693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6381709.500000 Penalty: 3614.187988
	Iteration 57Q: 3 clusters Score -6381710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6381746.500000 Penalty: 3614.187988
	Iteration 58Q: 3 clusters Score -6381746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6381769.000000 Penalty: 3614.187988
	Iteration 59Q: 3 clusters Score -6381769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6381765.500000 Penalty: 3614.187988
	Iteration 60F: 3 clusters Score -6381766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6381775.500000 Penalty: 3614.187988
	Iteration 61Q: 3 clusters Score -6381776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6381790.000000 Penalty: 3614.187988
	Iteration 62Q: 3 clusters Score -6381790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6381799.500000 Penalty: 3614.187988
	Iteration 63Q: 3 clusters Score -6381800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6381800.000000 Penalty: 3614.187988
	Iteration 64Q: 3 clusters Score -6381800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6381801.000000 Penalty: 3614.187988
	Iteration 65Q: 3 clusters Score -6381801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6381812.500000 Penalty: 3614.187988
	Iteration 66Q: 3 clusters Score -6381812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6381820.500000 Penalty: 3614.187988
	Iteration 67Q: 3 clusters Score -6381820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6381826.500000 Penalty: 3614.187988
	Iteration 68Q: 3 clusters Score -6381826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6381837.000000 Penalty: 3614.187988
	Iteration 69Q: 3 clusters Score -6381837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6381847.000000 Penalty: 3614.187988
	Iteration 70Q: 3 clusters Score -6381847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6381867.000000 Penalty: 3614.187988
	Iteration 71Q: 3 clusters Score -6381867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6381877.000000 Penalty: 3614.187988
	Iteration 72Q: 3 clusters Score -6381877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6381877.000000 Penalty: 3614.187988
	Iteration 73Q: 3 clusters Score -6381877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6381886.000000 Penalty: 3614.187988
	Iteration 74Q: 3 clusters Score -6381886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6381893.000000 Penalty: 3614.187988
	Iteration 75Q: 3 clusters Score -6381893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6381892.500000 Penalty: 3614.187988
	Iteration 76Q: 3 clusters Score -6381892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6381891.000000 Penalty: 3614.187988
	Iteration 77Q: 3 clusters Score -6381891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6381886.000000 Penalty: 3614.187988
	Iteration 78Q: 3 clusters Score -6381886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6381888.000000 Penalty: 3614.187988
	Iteration 79Q: 3 clusters Score -6381888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6381894.500000 Penalty: 3614.187988
	Iteration 80F: 3 clusters Score -6381894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6381893.000000 Penalty: 3614.187988
	Iteration 81Q: 3 clusters Score -6381893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6381898.500000 Penalty: 3614.187988
	Iteration 82Q: 3 clusters Score -6381898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6381902.500000 Penalty: 3614.187988
	Iteration 83Q: 3 clusters Score -6381902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6381907.500000 Penalty: 3614.187988
	Iteration 84Q: 3 clusters Score -6381908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6381904.000000 Penalty: 3614.187988
	Iteration 85Q: 3 clusters Score -6381904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6381900.500000 Penalty: 3614.187988
	Iteration 86Q: 3 clusters Score -6381900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6381900.000000 Penalty: 3614.187988
	Iteration 87Q: 3 clusters Score -6381900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6381899.500000 Penalty: 3614.187988
	Iteration 88Q: 3 clusters Score -6381900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6381901.000000 Penalty: 3614.187988
	Iteration 89Q: 3 clusters Score -6381901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6381901.000000 Penalty: 3614.187988
	Iteration 90F: 3 clusters Score -6381901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -133996.421875 Penalty: 1188.939087
	Iteration 0F: 2 clusters Score -133996.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132204.609375 Penalty: 2377.878174
	Iteration 0F: 3 clusters Score -132204.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -132508.421875 Penalty: 2377.878174
	Iteration 1F: 3 clusters Score -132508.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132577.218750 Penalty: 2377.878174
	Iteration 2F: 3 clusters Score -132577.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -132618.484375 Penalty: 2377.878174
	Iteration 3Q: 3 clusters Score -132618.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -132645.390625 Penalty: 2377.878174
	Iteration 4Q: 3 clusters Score -132645.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -132669.000000 Penalty: 2377.878174
	Iteration 5Q: 3 clusters Score -132669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -132681.375000 Penalty: 2377.878174
	Iteration 6Q: 3 clusters Score -132681.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -132691.546875 Penalty: 2377.878174
	Iteration 7Q: 3 clusters Score -132691.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -132696.359375 Penalty: 2377.878174
	Iteration 8Q: 3 clusters Score -132696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -132699.640625 Penalty: 2377.878174
	Iteration 9Q: 3 clusters Score -132699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132701.703125 Penalty: 2377.878174
	Iteration 10Q: 3 clusters Score -132701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -132702.718750 Penalty: 2377.878174
	Iteration 11Q: 3 clusters Score -132702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -132704.843750 Penalty: 2377.878174
	Iteration 12Q: 3 clusters Score -132704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132706.718750 Penalty: 2377.878174
	Iteration 13Q: 3 clusters Score -132706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132707.968750 Penalty: 2377.878174
	Iteration 14Q: 3 clusters Score -132708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132708.984375 Penalty: 2377.878174
	Iteration 15Q: 3 clusters Score -132709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132709.812500 Penalty: 2377.878174
	Iteration 16Q: 3 clusters Score -132709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132709.812500 Penalty: 2377.878174
	Iteration 17F: 3 clusters Score -132709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -36024.097656 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -36024.1 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 263 members 
Entering Unmasked Estep 
Score: -34989.289062 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -34989.29 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35222.707031 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -35222.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35319.363281 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -35319.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35409.394531 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -35409.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35453.210938 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -35453.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35492.027344 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -35492.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35524.562500 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -35524.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35573.890625 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -35573.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35629.710938 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -35629.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35656.710938 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -35656.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35674.800781 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -35674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35690.054688 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -35690.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35694.781250 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -35694.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35706.078125 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -35706.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35707.359375 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -35707.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35709.191406 Penalty: 2025.545654
	Iteration 15F: 3 clusters Score -35709.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35721.273438 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -35721.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35727.695312 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -35727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35737.398438 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -35737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35737.800781 Penalty: 2025.545654
	Iteration 19Q: 3 clusters Score -35737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35737.800781 Penalty: 2025.545654
	Iteration 20F: 3 clusters Score -35737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -63082.898438 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -63082.9 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 361 members 
Entering Unmasked Estep 
Score: -61809.148438 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -61809.15 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62033.714844 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -62033.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62105.613281 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -62105.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62133.800781 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -62133.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62145.492188 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -62145.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62149.957031 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -62149.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62150.488281 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -62150.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62150.488281 Penalty: 2148.476074
	Iteration 7F: 3 clusters Score -62150.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 58698 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 183892 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49301 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 9586 members 
Mstep: Class 9 contains 132280 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41527 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7985 members 
Mstep: Class 17 contains 47609 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 27138 members 
Mstep: Class 20 contains 70534 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67547 members 
Mstep: Class 23 contains 1505 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469704.000000 Penalty: 54824.804688
Iteration 319Q: 26 clusters Score -6.64697e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58688 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 183966 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49273 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 9594 members 
Mstep: Class 9 contains 132268 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41527 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7980 members 
Mstep: Class 17 contains 47609 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 27153 members 
Mstep: Class 20 contains 70515 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67532 members 
Mstep: Class 23 contains 1505 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469700.000000 Penalty: 54824.804688
Iteration 320F: 26 clusters Score -6.64697e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58669 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184044 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49253 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 9599 members 
Mstep: Class 9 contains 132255 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41526 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7978 members 
Mstep: Class 17 contains 47611 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 27170 members 
Mstep: Class 20 contains 70503 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67511 members 
Mstep: Class 23 contains 1503 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469684.000000 Penalty: 54824.804688
Iteration 321Q: 26 clusters Score -6.646968e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58649 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184129 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49231 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 8 contains 9600 members 
Mstep: Class 9 contains 132239 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41524 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7973 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 27184 members 
Mstep: Class 20 contains 70489 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67491 members 
Mstep: Class 23 contains 1502 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469700.000000 Penalty: 54824.804688
Iteration 322Q: 26 clusters Score -6.64697e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58638 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184198 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49207 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 9600 members 
Mstep: Class 9 contains 132225 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41523 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2579 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7969 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 27199 members 
Mstep: Class 20 contains 70474 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67476 members 
Mstep: Class 23 contains 1502 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469660.000000 Penalty: 54824.804688
Iteration 323Q: 26 clusters Score -6.646966e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58611 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184268 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49194 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 9596 members 
Mstep: Class 9 contains 132209 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7969 members 
Mstep: Class 17 contains 47634 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 27214 members 
Mstep: Class 20 contains 70471 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67455 members 
Mstep: Class 23 contains 1500 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469664.000000 Penalty: 54824.804688
Iteration 324Q: 26 clusters Score -6.646966e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58594 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184317 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49175 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 9591 members 
Mstep: Class 9 contains 132210 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7968 members 
Mstep: Class 17 contains 47634 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 27224 members 
Mstep: Class 20 contains 70469 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67437 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469600.000000 Penalty: 54824.804688
Iteration 325Q: 26 clusters Score -6.64696e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58581 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184367 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49158 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 132198 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7967 members 
Mstep: Class 17 contains 47647 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 27233 members 
Mstep: Class 20 contains 70458 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67418 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469608.000000 Penalty: 54824.804688
Iteration 326Q: 26 clusters Score -6.646961e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58566 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184414 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49144 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 9573 members 
Mstep: Class 9 contains 132192 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41516 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 2586 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7965 members 
Mstep: Class 17 contains 47646 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 27247 members 
Mstep: Class 20 contains 70451 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67405 members 
Mstep: Class 23 contains 1497 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469544.000000 Penalty: 54824.804688
Iteration 327Q: 26 clusters Score -6.646954e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58548 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184452 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49126 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 9571 members 
Mstep: Class 9 contains 132196 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7964 members 
Mstep: Class 17 contains 47650 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 27255 members 
Mstep: Class 20 contains 70442 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67391 members 
Mstep: Class 23 contains 1495 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469544.000000 Penalty: 54824.804688
Iteration 328Q: 26 clusters Score -6.646954e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58539 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184479 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49122 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 9566 members 
Mstep: Class 9 contains 132200 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41504 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7964 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 27257 members 
Mstep: Class 20 contains 70433 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67379 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469524.000000 Penalty: 54824.804688
Iteration 329Q: 26 clusters Score -6.646952e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58531 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184522 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49113 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 9566 members 
Mstep: Class 9 contains 132187 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41500 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 2608 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47648 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27260 members 
Mstep: Class 20 contains 70431 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67369 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469592.000000 Penalty: 54824.804688
Iteration 330Q: 26 clusters Score -6.646959e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58527 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184541 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49102 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 9562 members 
Mstep: Class 9 contains 132188 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41499 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 2614 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47649 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27262 members 
Mstep: Class 20 contains 70431 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67363 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469656.000000 Penalty: 54824.804688
Iteration 331Q: 26 clusters Score -6.646966e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58518 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184561 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 132191 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41497 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47642 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 70429 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67358 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469616.000000 Penalty: 54824.804688
Iteration 332Q: 26 clusters Score -6.646962e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58505 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184587 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49087 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 9556 members 
Mstep: Class 9 contains 132195 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41493 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 2628 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47641 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 70425 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67351 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469648.000000 Penalty: 54824.804688
Iteration 333Q: 26 clusters Score -6.646965e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58491 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184610 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49080 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 9546 members 
Mstep: Class 9 contains 132198 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41492 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47638 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 70423 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67350 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469720.000000 Penalty: 54824.804688
Iteration 334Q: 26 clusters Score -6.646972e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58481 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184626 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49076 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 9543 members 
Mstep: Class 9 contains 132196 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41491 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47639 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27262 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67346 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469672.000000 Penalty: 54824.804688
Iteration 335Q: 26 clusters Score -6.646967e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58471 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184635 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49072 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 9533 members 
Mstep: Class 9 contains 132197 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41490 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27261 members 
Mstep: Class 20 contains 70423 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67345 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469652.000000 Penalty: 54824.804688
Iteration 336Q: 26 clusters Score -6.646965e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58462 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184639 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49071 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 9528 members 
Mstep: Class 9 contains 132193 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41493 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47645 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27263 members 
Mstep: Class 20 contains 70426 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67340 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469620.000000 Penalty: 54824.804688
Iteration 337Q: 26 clusters Score -6.646962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58456 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184636 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49069 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 132197 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41493 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2686 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47646 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27269 members 
Mstep: Class 20 contains 70427 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67337 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469648.000000 Penalty: 54824.804688
Iteration 338Q: 26 clusters Score -6.646965e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58453 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184640 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49066 members 
Mstep: Class 7 contains 8634 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 132198 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41492 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47645 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27271 members 
Mstep: Class 20 contains 70427 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67334 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469620.000000 Penalty: 54824.804688
Iteration 339Q: 26 clusters Score -6.646962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58453 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184643 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49066 members 
Mstep: Class 7 contains 8634 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 132194 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41494 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47643 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 70427 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67332 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469592.000000 Penalty: 54824.804688
Iteration 340F: 26 clusters Score -6.646959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58453 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184644 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49066 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 9 contains 132190 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41496 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2705 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47644 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27268 members 
Mstep: Class 20 contains 70426 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67328 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469568.000000 Penalty: 54824.804688
Iteration 341Q: 26 clusters Score -6.646957e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58454 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184648 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49067 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 132182 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47644 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27270 members 
Mstep: Class 20 contains 70425 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67325 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469596.000000 Penalty: 54824.804688
Iteration 342Q: 26 clusters Score -6.64696e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58454 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184654 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49066 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9508 members 
Mstep: Class 9 contains 132178 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47643 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27271 members 
Mstep: Class 20 contains 70424 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67319 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469700.000000 Penalty: 54824.804688
Iteration 343Q: 26 clusters Score -6.64697e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58449 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184665 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49065 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 132176 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41496 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47643 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67315 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469652.000000 Penalty: 54824.804688
Iteration 344Q: 26 clusters Score -6.646965e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58447 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184672 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49063 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 9485 members 
Mstep: Class 9 contains 132176 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41496 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47643 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27268 members 
Mstep: Class 20 contains 70419 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67312 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469704.000000 Penalty: 54824.804688
Iteration 345Q: 26 clusters Score -6.64697e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58447 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184686 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49063 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 132172 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 47639 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 27261 members 
Mstep: Class 20 contains 70418 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67308 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469644.000000 Penalty: 54824.804688
Iteration 346Q: 26 clusters Score -6.646964e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58448 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184691 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49061 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 9451 members 
Mstep: Class 9 contains 132169 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41497 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7962 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 27256 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67306 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469732.000000 Penalty: 54824.804688
Iteration 347Q: 26 clusters Score -6.646973e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58447 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184703 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49056 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 9435 members 
Mstep: Class 9 contains 132164 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41499 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2830 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47637 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 27241 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67301 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469756.000000 Penalty: 54824.804688
Iteration 348Q: 26 clusters Score -6.646976e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58443 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184710 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49054 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 9429 members 
Mstep: Class 9 contains 132165 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41499 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47639 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 27224 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67297 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469672.000000 Penalty: 54824.804688
Iteration 349Q: 26 clusters Score -6.646967e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58439 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184711 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49052 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 132165 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41499 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2889 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7959 members 
Mstep: Class 17 contains 47641 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 27206 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67296 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469656.000000 Penalty: 54824.804688
Iteration 350Q: 26 clusters Score -6.646966e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58438 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184715 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49050 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 9401 members 
Mstep: Class 9 contains 132163 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41499 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47644 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 27185 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67295 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469660.000000 Penalty: 54824.804688
Iteration 351Q: 26 clusters Score -6.646966e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58435 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184712 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49046 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 132160 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47647 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27181 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67296 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469684.000000 Penalty: 54824.804688
Iteration 352Q: 26 clusters Score -6.646968e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58432 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184720 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49045 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 9353 members 
Mstep: Class 9 contains 132162 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41497 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3004 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47646 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27165 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67295 members 
Mstep: Class 23 contains 1485 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469728.000000 Penalty: 54824.804688
Iteration 353Q: 26 clusters Score -6.646973e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58431 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184724 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49044 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 132161 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41497 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47647 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27152 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67293 members 
Mstep: Class 23 contains 1484 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469672.000000 Penalty: 54824.804688
Iteration 354Q: 26 clusters Score -6.646967e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58428 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184726 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49043 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 132156 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41499 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3065 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47649 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27145 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67291 members 
Mstep: Class 23 contains 1483 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469704.000000 Penalty: 54824.804688
Iteration 355Q: 26 clusters Score -6.64697e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58423 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184723 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49043 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 9308 members 
Mstep: Class 9 contains 132151 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41500 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47650 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27133 members 
Mstep: Class 20 contains 70418 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67291 members 
Mstep: Class 23 contains 1485 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469752.000000 Penalty: 54824.804688
Iteration 356Q: 26 clusters Score -6.646975e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58421 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184723 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49042 members 
Mstep: Class 7 contains 8638 members 
Mstep: Class 8 contains 9294 members 
Mstep: Class 9 contains 132149 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41500 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3125 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47649 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27125 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67291 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469788.000000 Penalty: 54824.804688
Iteration 357Q: 26 clusters Score -6.646979e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58417 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184731 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49041 members 
Mstep: Class 7 contains 8636 members 
Mstep: Class 8 contains 9269 members 
Mstep: Class 9 contains 132143 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47649 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27117 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67288 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469808.000000 Penalty: 54824.804688
Iteration 358Q: 26 clusters Score -6.646981e+07 nChanged 74
Entering ConstructFrom: 
Score: -66469808.000000 Penalty: 54824.804688
Entering ConstructFrom: 
Trying to split cluster 1 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -92518.593750 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -92518.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -91053.945312 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -91053.95 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91503.046875 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -91503.05 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -91809.906250 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -91809.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92062.101562 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -92062.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92256.101562 Penalty: 2276.586670
	Iteration 4F: 3 clusters Score -92256.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -92413.906250 Penalty: 2276.586670
	Iteration 5F: 3 clusters Score -92413.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92501.046875 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -92501.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -92545.750000 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -92545.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -92549.515625 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -92549.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92552.359375 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -92552.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92552.359375 Penalty: 2276.586670
	Iteration 10F: 3 clusters Score -92552.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 58416 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184728 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49041 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9251 members 
Mstep: Class 9 contains 132137 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27115 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67284 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 595 members 
Entering Unmasked Estep 
Score: -66468808.000000 Penalty: 57017.796875
Splitting cluster 1 changes total score from -66469808.000000 to -66468808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Entering Unmasked Estep 
Score: -5517312.000000 Penalty: 1783.493530
	Iteration 0F: 2 clusters Score -5517312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -5478202.500000 Penalty: 3566.987061
	Iteration 0F: 3 clusters Score -5478202 nChanged 27771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -5494035.000000 Penalty: 3566.987061
	Iteration 1F: 3 clusters Score -5494035 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5494929.500000 Penalty: 3566.987061
	Iteration 2Q: 3 clusters Score -5494930 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -5496407.500000 Penalty: 3566.987061
	Iteration 3F: 3 clusters Score -5496408 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5498878.500000 Penalty: 3566.987061
	Iteration 4F: 3 clusters Score -5498878 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5502640.500000 Penalty: 3566.987061
	Iteration 5F: 3 clusters Score -5502640 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -5506900.500000 Penalty: 3566.987061
	Iteration 6F: 3 clusters Score -5506900 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -5510407.500000 Penalty: 3566.987061
	Iteration 7F: 3 clusters Score -5510408 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -5512430.500000 Penalty: 3566.987061
	Iteration 8Q: 3 clusters Score -5512430 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -5513369.500000 Penalty: 3566.987061
	Iteration 9Q: 3 clusters Score -5513370 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -5513822.000000 Penalty: 3566.987061
	Iteration 10Q: 3 clusters Score -5513822 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -5514137.500000 Penalty: 3566.987061
	Iteration 11Q: 3 clusters Score -5514138 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -5514391.500000 Penalty: 3566.987061
	Iteration 12Q: 3 clusters Score -5514392 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -5514593.000000 Penalty: 3566.987061
	Iteration 13Q: 3 clusters Score -5514593 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -5514835.000000 Penalty: 3566.987061
	Iteration 14Q: 3 clusters Score -5514835 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -5515010.500000 Penalty: 3566.987061
	Iteration 15Q: 3 clusters Score -5515010 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -5515152.000000 Penalty: 3566.987061
	Iteration 16Q: 3 clusters Score -5515152 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -5515271.500000 Penalty: 3566.987061
	Iteration 17Q: 3 clusters Score -5515272 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -5515359.500000 Penalty: 3566.987061
	Iteration 18Q: 3 clusters Score -5515360 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -5515447.000000 Penalty: 3566.987061
	Iteration 19Q: 3 clusters Score -5515447 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -5515531.000000 Penalty: 3566.987061
	Iteration 20F: 3 clusters Score -5515531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -5515597.500000 Penalty: 3566.987061
	Iteration 21Q: 3 clusters Score -5515598 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -5515661.500000 Penalty: 3566.987061
	Iteration 22Q: 3 clusters Score -5515662 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -5515697.500000 Penalty: 3566.987061
	Iteration 23Q: 3 clusters Score -5515698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -5515752.000000 Penalty: 3566.987061
	Iteration 24Q: 3 clusters Score -5515752 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -5515776.500000 Penalty: 3566.987061
	Iteration 25Q: 3 clusters Score -5515776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -5515786.500000 Penalty: 3566.987061
	Iteration 26Q: 3 clusters Score -5515786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -5515823.000000 Penalty: 3566.987061
	Iteration 27Q: 3 clusters Score -5515823 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -5515850.000000 Penalty: 3566.987061
	Iteration 28Q: 3 clusters Score -5515850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -5515875.000000 Penalty: 3566.987061
	Iteration 29Q: 3 clusters Score -5515875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -5515905.000000 Penalty: 3566.987061
	Iteration 30Q: 3 clusters Score -5515905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -5515922.000000 Penalty: 3566.987061
	Iteration 31Q: 3 clusters Score -5515922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -5515928.500000 Penalty: 3566.987061
	Iteration 32Q: 3 clusters Score -5515928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -5515933.000000 Penalty: 3566.987061
	Iteration 33Q: 3 clusters Score -5515933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -5515936.500000 Penalty: 3566.987061
	Iteration 34Q: 3 clusters Score -5515936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -5515949.500000 Penalty: 3566.987061
	Iteration 35Q: 3 clusters Score -5515950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -5515953.500000 Penalty: 3566.987061
	Iteration 36Q: 3 clusters Score -5515954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -5515961.500000 Penalty: 3566.987061
	Iteration 37Q: 3 clusters Score -5515962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -5515965.500000 Penalty: 3566.987061
	Iteration 38Q: 3 clusters Score -5515966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -5515966.000000 Penalty: 3566.987061
	Iteration 39Q: 3 clusters Score -5515966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -5515982.000000 Penalty: 3566.987061
	Iteration 40F: 3 clusters Score -5515982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -5515986.500000 Penalty: 3566.987061
	Iteration 41Q: 3 clusters Score -5515986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -5515992.000000 Penalty: 3566.987061
	Iteration 42Q: 3 clusters Score -5515992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -5515990.000000 Penalty: 3566.987061
	Iteration 43Q: 3 clusters Score -5515990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -5516004.500000 Penalty: 3566.987061
	Iteration 44Q: 3 clusters Score -5516004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -5516001.000000 Penalty: 3566.987061
	Iteration 45Q: 3 clusters Score -5516001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -5515997.500000 Penalty: 3566.987061
	Iteration 46Q: 3 clusters Score -5515998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -5515999.500000 Penalty: 3566.987061
	Iteration 47Q: 3 clusters Score -5516000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -5516006.000000 Penalty: 3566.987061
	Iteration 48Q: 3 clusters Score -5516006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -5516006.500000 Penalty: 3566.987061
	Iteration 49Q: 3 clusters Score -5516006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -5516014.000000 Penalty: 3566.987061
	Iteration 50Q: 3 clusters Score -5516014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -5516027.000000 Penalty: 3566.987061
	Iteration 51Q: 3 clusters Score -5516027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -5516031.000000 Penalty: 3566.987061
	Iteration 52Q: 3 clusters Score -5516031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -5516033.500000 Penalty: 3566.987061
	Iteration 53Q: 3 clusters Score -5516034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -5516052.000000 Penalty: 3566.987061
	Iteration 54Q: 3 clusters Score -5516052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -5516053.500000 Penalty: 3566.987061
	Iteration 55Q: 3 clusters Score -5516054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -5516067.500000 Penalty: 3566.987061
	Iteration 56Q: 3 clusters Score -5516068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -5516068.500000 Penalty: 3566.987061
	Iteration 57Q: 3 clusters Score -5516068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -5516071.500000 Penalty: 3566.987061
	Iteration 58Q: 3 clusters Score -5516072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -5516066.000000 Penalty: 3566.987061
	Iteration 59Q: 3 clusters Score -5516066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -5516065.000000 Penalty: 3566.987061
	Iteration 60F: 3 clusters Score -5516065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -5516065.500000 Penalty: 3566.987061
	Iteration 61Q: 3 clusters Score -5516066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -5516068.500000 Penalty: 3566.987061
	Iteration 62Q: 3 clusters Score -5516068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -5516068.500000 Penalty: 3566.987061
	Iteration 63Q: 3 clusters Score -5516068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -5516068.500000 Penalty: 3566.987061
	Iteration 64F: 3 clusters Score -5516068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Entering Unmasked Estep 
Score: -849418.812500 Penalty: 1481.229736
	Iteration 0F: 2 clusters Score -849418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -842814.062500 Penalty: 2962.459473
	Iteration 0F: 3 clusters Score -842814.1 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -844894.375000 Penalty: 2962.459473
	Iteration 1F: 3 clusters Score -844894.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -845141.312500 Penalty: 2962.459473
	Iteration 2F: 3 clusters Score -845141.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -845335.000000 Penalty: 2962.459473
	Iteration 3F: 3 clusters Score -845335 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -845470.375000 Penalty: 2962.459473
	Iteration 4Q: 3 clusters Score -845470.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -845583.000000 Penalty: 2962.459473
	Iteration 5Q: 3 clusters Score -845583 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -845686.687500 Penalty: 2962.459473
	Iteration 6Q: 3 clusters Score -845686.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -845770.687500 Penalty: 2962.459473
	Iteration 7Q: 3 clusters Score -845770.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -845848.875000 Penalty: 2962.459473
	Iteration 8Q: 3 clusters Score -845848.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -845942.312500 Penalty: 2962.459473
	Iteration 9Q: 3 clusters Score -845942.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -846046.125000 Penalty: 2962.459473
	Iteration 10Q: 3 clusters Score -846046.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -846187.625000 Penalty: 2962.459473
	Iteration 11Q: 3 clusters Score -846187.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -846391.687500 Penalty: 2962.459473
	Iteration 12Q: 3 clusters Score -846391.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -846674.000000 Penalty: 2962.459473
	Iteration 13Q: 3 clusters Score -846674 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -846985.687500 Penalty: 2962.459473
	Iteration 14Q: 3 clusters Score -846985.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -847279.312500 Penalty: 2962.459473
	Iteration 15Q: 3 clusters Score -847279.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -847489.625000 Penalty: 2962.459473
	Iteration 16Q: 3 clusters Score -847489.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -847612.062500 Penalty: 2962.459473
	Iteration 17Q: 3 clusters Score -847612.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -847706.250000 Penalty: 2962.459473
	Iteration 18Q: 3 clusters Score -847706.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -847786.312500 Penalty: 2962.459473
	Iteration 19Q: 3 clusters Score -847786.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -847880.687500 Penalty: 2962.459473
	Iteration 20F: 3 clusters Score -847880.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -847964.437500 Penalty: 2962.459473
	Iteration 21Q: 3 clusters Score -847964.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -848049.937500 Penalty: 2962.459473
	Iteration 22Q: 3 clusters Score -848049.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -848149.562500 Penalty: 2962.459473
	Iteration 23Q: 3 clusters Score -848149.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -848240.750000 Penalty: 2962.459473
	Iteration 24Q: 3 clusters Score -848240.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -848299.062500 Penalty: 2962.459473
	Iteration 25Q: 3 clusters Score -848299.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -848355.812500 Penalty: 2962.459473
	Iteration 26Q: 3 clusters Score -848355.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -848399.375000 Penalty: 2962.459473
	Iteration 27Q: 3 clusters Score -848399.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -848435.187500 Penalty: 2962.459473
	Iteration 28Q: 3 clusters Score -848435.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -848450.812500 Penalty: 2962.459473
	Iteration 29Q: 3 clusters Score -848450.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -848467.562500 Penalty: 2962.459473
	Iteration 30Q: 3 clusters Score -848467.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -848479.375000 Penalty: 2962.459473
	Iteration 31Q: 3 clusters Score -848479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -848485.562500 Penalty: 2962.459473
	Iteration 32Q: 3 clusters Score -848485.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -848487.937500 Penalty: 2962.459473
	Iteration 33Q: 3 clusters Score -848487.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -848490.125000 Penalty: 2962.459473
	Iteration 34Q: 3 clusters Score -848490.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -848492.562500 Penalty: 2962.459473
	Iteration 35Q: 3 clusters Score -848492.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -848495.375000 Penalty: 2962.459473
	Iteration 36Q: 3 clusters Score -848495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -848497.562500 Penalty: 2962.459473
	Iteration 37Q: 3 clusters Score -848497.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -848498.937500 Penalty: 2962.459473
	Iteration 38Q: 3 clusters Score -848498.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -848503.000000 Penalty: 2962.459473
	Iteration 39Q: 3 clusters Score -848503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -848508.312500 Penalty: 2962.459473
	Iteration 40F: 3 clusters Score -848508.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -848511.687500 Penalty: 2962.459473
	Iteration 41Q: 3 clusters Score -848511.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -848513.937500 Penalty: 2962.459473
	Iteration 42Q: 3 clusters Score -848513.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -848516.875000 Penalty: 2962.459473
	Iteration 43Q: 3 clusters Score -848516.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -848519.000000 Penalty: 2962.459473
	Iteration 44Q: 3 clusters Score -848519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -848522.375000 Penalty: 2962.459473
	Iteration 45Q: 3 clusters Score -848522.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -848524.500000 Penalty: 2962.459473
	Iteration 46Q: 3 clusters Score -848524.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -848527.187500 Penalty: 2962.459473
	Iteration 47Q: 3 clusters Score -848527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -848529.937500 Penalty: 2962.459473
	Iteration 48Q: 3 clusters Score -848529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -848531.125000 Penalty: 2962.459473
	Iteration 49Q: 3 clusters Score -848531.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -848530.750000 Penalty: 2962.459473
	Iteration 50Q: 3 clusters Score -848530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -848532.437500 Penalty: 2962.459473
	Iteration 51Q: 3 clusters Score -848532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -848532.812500 Penalty: 2962.459473
	Iteration 52Q: 3 clusters Score -848532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -848532.937500 Penalty: 2962.459473
	Iteration 53Q: 3 clusters Score -848532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -848532.312500 Penalty: 2962.459473
	Iteration 54Q: 3 clusters Score -848532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -848532.437500 Penalty: 2962.459473
	Iteration 55Q: 3 clusters Score -848532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -848532.000000 Penalty: 2962.459473
	Iteration 56Q: 3 clusters Score -848532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -848532.625000 Penalty: 2962.459473
	Iteration 57Q: 3 clusters Score -848532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -848532.625000 Penalty: 2962.459473
	Iteration 58F: 3 clusters Score -848532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (184728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184728 members 
Entering Unmasked Estep 
Score: -17272630.000000 Penalty: 1970.578857
	Iteration 0F: 2 clusters Score -1.727263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -17151014.000000 Penalty: 3941.157715
	Iteration 0F: 3 clusters Score -1.715101e+07 nChanged 89378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -17207076.000000 Penalty: 3941.157715
	Iteration 1F: 3 clusters Score -1.720708e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -17212306.000000 Penalty: 3941.157715
	Iteration 2F: 3 clusters Score -1.721231e+07 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -17221008.000000 Penalty: 3941.157715
	Iteration 3F: 3 clusters Score -1.722101e+07 nChanged 15561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141701 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -17232958.000000 Penalty: 3941.157715
	Iteration 4F: 3 clusters Score -1.723296e+07 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -17246858.000000 Penalty: 3941.157715
	Iteration 5F: 3 clusters Score -1.724686e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164088 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -17258636.000000 Penalty: 3941.157715
	Iteration 6F: 3 clusters Score -1.725864e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170385 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -17265220.000000 Penalty: 3941.157715
	Iteration 7Q: 3 clusters Score -1.726522e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174000 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -17268176.000000 Penalty: 3941.157715
	Iteration 8Q: 3 clusters Score -1.726818e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -17269478.000000 Penalty: 3941.157715
	Iteration 9Q: 3 clusters Score -1.726948e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177982 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -17270136.000000 Penalty: 3941.157715
	Iteration 10Q: 3 clusters Score -1.727014e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179330 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -17270516.000000 Penalty: 3941.157715
	Iteration 11Q: 3 clusters Score -1.727052e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180359 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -17270652.000000 Penalty: 3941.157715
	Iteration 12Q: 3 clusters Score -1.727065e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181164 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -17270828.000000 Penalty: 3941.157715
	Iteration 13Q: 3 clusters Score -1.727083e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181852 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -17270984.000000 Penalty: 3941.157715
	Iteration 14Q: 3 clusters Score -1.727098e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182404 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -17271036.000000 Penalty: 3941.157715
	Iteration 15Q: 3 clusters Score -1.727104e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182860 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17271104.000000 Penalty: 3941.157715
	Iteration 16Q: 3 clusters Score -1.72711e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183203 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -17271114.000000 Penalty: 3941.157715
	Iteration 17Q: 3 clusters Score -1.727111e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183470 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17271160.000000 Penalty: 3941.157715
	Iteration 18Q: 3 clusters Score -1.727116e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183700 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17271160.000000 Penalty: 3941.157715
	Iteration 19Q: 3 clusters Score -1.727116e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183885 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17271148.000000 Penalty: 3941.157715
	Iteration 20F: 3 clusters Score -1.727115e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17271172.000000 Penalty: 3941.157715
	Iteration 21Q: 3 clusters Score -1.727117e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -17271164.000000 Penalty: 3941.157715
	Iteration 22Q: 3 clusters Score -1.727116e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184146 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -17271186.000000 Penalty: 3941.157715
	Iteration 23Q: 3 clusters Score -1.727119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -17271186.000000 Penalty: 3941.157715
	Iteration 24Q: 3 clusters Score -1.727119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184221 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17271198.000000 Penalty: 3941.157715
	Iteration 25Q: 3 clusters Score -1.72712e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -17271208.000000 Penalty: 3941.157715
	Iteration 26Q: 3 clusters Score -1.727121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184268 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -17271214.000000 Penalty: 3941.157715
	Iteration 27Q: 3 clusters Score -1.727121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184278 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -17271202.000000 Penalty: 3941.157715
	Iteration 28Q: 3 clusters Score -1.72712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184287 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -17271206.000000 Penalty: 3941.157715
	Iteration 29Q: 3 clusters Score -1.727121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184293 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -17271204.000000 Penalty: 3941.157715
	Iteration 30Q: 3 clusters Score -1.72712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184300 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -17271186.000000 Penalty: 3941.157715
	Iteration 31Q: 3 clusters Score -1.727119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184301 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -17271182.000000 Penalty: 3941.157715
	Iteration 32Q: 3 clusters Score -1.727118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -17271188.000000 Penalty: 3941.157715
	Iteration 33Q: 3 clusters Score -1.727119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184306 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17271198.000000 Penalty: 3941.157715
	Iteration 34Q: 3 clusters Score -1.72712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184308 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -17271200.000000 Penalty: 3941.157715
	Iteration 35Q: 3 clusters Score -1.72712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184309 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -17271202.000000 Penalty: 3941.157715
	Iteration 36Q: 3 clusters Score -1.72712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184312 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -17271198.000000 Penalty: 3941.157715
	Iteration 37Q: 3 clusters Score -1.72712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184314 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -17271194.000000 Penalty: 3941.157715
	Iteration 38Q: 3 clusters Score -1.727119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184314 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -17271194.000000 Penalty: 3941.157715
	Iteration 39F: 3 clusters Score -1.727119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16536.189453 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -16536.19 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 140 members 
Entering Unmasked Estep 
Score: -15715.908203 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -15715.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15996.920898 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -15996.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16083.318359 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -16083.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16150.478516 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -16150.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16177.843750 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -16177.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16192.532227 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -16192.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16196.550781 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -16196.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16196.550781 Penalty: 1823.078369
	Iteration 7F: 3 clusters Score -16196.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Entering Unmasked Estep 
Score: -4646356.000000 Penalty: 1755.067017
	Iteration 0F: 2 clusters Score -4646356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -4613569.000000 Penalty: 3510.134033
	Iteration 0F: 3 clusters Score -4613569 nChanged 23073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -4626280.000000 Penalty: 3510.134033
	Iteration 1F: 3 clusters Score -4626280 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4626769.500000 Penalty: 3510.134033
	Iteration 2Q: 3 clusters Score -4626770 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -4627350.000000 Penalty: 3510.134033
	Iteration 3Q: 3 clusters Score -4627350 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4628013.500000 Penalty: 3510.134033
	Iteration 4Q: 3 clusters Score -4628014 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4628814.500000 Penalty: 3510.134033
	Iteration 5Q: 3 clusters Score -4628814 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4629858.000000 Penalty: 3510.134033
	Iteration 6Q: 3 clusters Score -4629858 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4631248.500000 Penalty: 3510.134033
	Iteration 7F: 3 clusters Score -4631248 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4633261.000000 Penalty: 3510.134033
	Iteration 8F: 3 clusters Score -4633261 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4635999.000000 Penalty: 3510.134033
	Iteration 9F: 3 clusters Score -4635999 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4638949.000000 Penalty: 3510.134033
	Iteration 10F: 3 clusters Score -4638949 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4640773.000000 Penalty: 3510.134033
	Iteration 11F: 3 clusters Score -4640773 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -4641433.000000 Penalty: 3510.134033
	Iteration 12Q: 3 clusters Score -4641433 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4641758.500000 Penalty: 3510.134033
	Iteration 13Q: 3 clusters Score -4641758 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4642008.000000 Penalty: 3510.134033
	Iteration 14Q: 3 clusters Score -4642008 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -4642189.000000 Penalty: 3510.134033
	Iteration 15Q: 3 clusters Score -4642189 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -4642329.000000 Penalty: 3510.134033
	Iteration 16Q: 3 clusters Score -4642329 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4642470.500000 Penalty: 3510.134033
	Iteration 17Q: 3 clusters Score -4642470 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4642610.000000 Penalty: 3510.134033
	Iteration 18Q: 3 clusters Score -4642610 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -4642729.500000 Penalty: 3510.134033
	Iteration 19Q: 3 clusters Score -4642730 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4642855.000000 Penalty: 3510.134033
	Iteration 20F: 3 clusters Score -4642855 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4643006.500000 Penalty: 3510.134033
	Iteration 21Q: 3 clusters Score -4643006 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -4643163.000000 Penalty: 3510.134033
	Iteration 22Q: 3 clusters Score -4643163 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -4643308.500000 Penalty: 3510.134033
	Iteration 23Q: 3 clusters Score -4643308 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4643469.500000 Penalty: 3510.134033
	Iteration 24Q: 3 clusters Score -4643470 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4643613.500000 Penalty: 3510.134033
	Iteration 25Q: 3 clusters Score -4643614 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4643758.500000 Penalty: 3510.134033
	Iteration 26Q: 3 clusters Score -4643758 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4643878.500000 Penalty: 3510.134033
	Iteration 27Q: 3 clusters Score -4643878 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4643988.500000 Penalty: 3510.134033
	Iteration 28Q: 3 clusters Score -4643988 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -4644090.500000 Penalty: 3510.134033
	Iteration 29Q: 3 clusters Score -4644090 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4644195.500000 Penalty: 3510.134033
	Iteration 30Q: 3 clusters Score -4644196 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4644266.500000 Penalty: 3510.134033
	Iteration 31Q: 3 clusters Score -4644266 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4644345.000000 Penalty: 3510.134033
	Iteration 32Q: 3 clusters Score -4644345 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4644408.000000 Penalty: 3510.134033
	Iteration 33Q: 3 clusters Score -4644408 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4644478.000000 Penalty: 3510.134033
	Iteration 34Q: 3 clusters Score -4644478 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4644546.500000 Penalty: 3510.134033
	Iteration 35Q: 3 clusters Score -4644546 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4644604.500000 Penalty: 3510.134033
	Iteration 36Q: 3 clusters Score -4644604 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4644663.000000 Penalty: 3510.134033
	Iteration 37Q: 3 clusters Score -4644663 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4644704.500000 Penalty: 3510.134033
	Iteration 38Q: 3 clusters Score -4644704 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4644784.000000 Penalty: 3510.134033
	Iteration 39Q: 3 clusters Score -4644784 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4644849.000000 Penalty: 3510.134033
	Iteration 40F: 3 clusters Score -4644849 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4644900.500000 Penalty: 3510.134033
	Iteration 41Q: 3 clusters Score -4644900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4644927.000000 Penalty: 3510.134033
	Iteration 42Q: 3 clusters Score -4644927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4644949.500000 Penalty: 3510.134033
	Iteration 43Q: 3 clusters Score -4644950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4644960.000000 Penalty: 3510.134033
	Iteration 44Q: 3 clusters Score -4644960 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4645000.000000 Penalty: 3510.134033
	Iteration 45Q: 3 clusters Score -4645000 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4645018.000000 Penalty: 3510.134033
	Iteration 46Q: 3 clusters Score -4645018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4645031.000000 Penalty: 3510.134033
	Iteration 47Q: 3 clusters Score -4645031 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4645067.000000 Penalty: 3510.134033
	Iteration 48Q: 3 clusters Score -4645067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4645087.000000 Penalty: 3510.134033
	Iteration 49Q: 3 clusters Score -4645087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4645107.500000 Penalty: 3510.134033
	Iteration 50Q: 3 clusters Score -4645108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4645127.500000 Penalty: 3510.134033
	Iteration 51Q: 3 clusters Score -4645128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4645136.000000 Penalty: 3510.134033
	Iteration 52Q: 3 clusters Score -4645136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4645146.000000 Penalty: 3510.134033
	Iteration 53Q: 3 clusters Score -4645146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4645153.500000 Penalty: 3510.134033
	Iteration 54Q: 3 clusters Score -4645154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4645157.500000 Penalty: 3510.134033
	Iteration 55Q: 3 clusters Score -4645158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4645163.000000 Penalty: 3510.134033
	Iteration 56Q: 3 clusters Score -4645163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4645159.500000 Penalty: 3510.134033
	Iteration 57Q: 3 clusters Score -4645160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4645164.000000 Penalty: 3510.134033
	Iteration 58Q: 3 clusters Score -4645164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4645187.500000 Penalty: 3510.134033
	Iteration 59Q: 3 clusters Score -4645188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4645186.500000 Penalty: 3510.134033
	Iteration 60F: 3 clusters Score -4645186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4645190.500000 Penalty: 3510.134033
	Iteration 61Q: 3 clusters Score -4645190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4645199.000000 Penalty: 3510.134033
	Iteration 62Q: 3 clusters Score -4645199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4645195.000000 Penalty: 3510.134033
	Iteration 63Q: 3 clusters Score -4645195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4645192.000000 Penalty: 3510.134033
	Iteration 64Q: 3 clusters Score -4645192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4645195.000000 Penalty: 3510.134033
	Iteration 65Q: 3 clusters Score -4645195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4645196.500000 Penalty: 3510.134033
	Iteration 66Q: 3 clusters Score -4645196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4645203.500000 Penalty: 3510.134033
	Iteration 67Q: 3 clusters Score -4645204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4645204.500000 Penalty: 3510.134033
	Iteration 68Q: 3 clusters Score -4645204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4645214.000000 Penalty: 3510.134033
	Iteration 69Q: 3 clusters Score -4645214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4645211.500000 Penalty: 3510.134033
	Iteration 70Q: 3 clusters Score -4645212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4645219.000000 Penalty: 3510.134033
	Iteration 71Q: 3 clusters Score -4645219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4645218.500000 Penalty: 3510.134033
	Iteration 72Q: 3 clusters Score -4645218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4645219.500000 Penalty: 3510.134033
	Iteration 73Q: 3 clusters Score -4645220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4645232.000000 Penalty: 3510.134033
	Iteration 74Q: 3 clusters Score -4645232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4645236.000000 Penalty: 3510.134033
	Iteration 75Q: 3 clusters Score -4645236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4645240.500000 Penalty: 3510.134033
	Iteration 76Q: 3 clusters Score -4645240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4645240.500000 Penalty: 3510.134033
	Iteration 77Q: 3 clusters Score -4645240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4645242.000000 Penalty: 3510.134033
	Iteration 78Q: 3 clusters Score -4645242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4645243.500000 Penalty: 3510.134033
	Iteration 79Q: 3 clusters Score -4645244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4645239.000000 Penalty: 3510.134033
	Iteration 80F: 3 clusters Score -4645239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4645238.500000 Penalty: 3510.134033
	Iteration 81Q: 3 clusters Score -4645238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4645243.000000 Penalty: 3510.134033
	Iteration 82Q: 3 clusters Score -4645243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4645243.500000 Penalty: 3510.134033
	Iteration 83Q: 3 clusters Score -4645244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4645244.500000 Penalty: 3510.134033
	Iteration 84Q: 3 clusters Score -4645244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4645249.500000 Penalty: 3510.134033
	Iteration 85Q: 3 clusters Score -4645250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4645243.000000 Penalty: 3510.134033
	Iteration 86Q: 3 clusters Score -4645243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4645243.500000 Penalty: 3510.134033
	Iteration 87Q: 3 clusters Score -4645244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4645240.500000 Penalty: 3510.134033
	Iteration 88Q: 3 clusters Score -4645240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4645239.500000 Penalty: 3510.134033
	Iteration 89Q: 3 clusters Score -4645240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4645239.500000 Penalty: 3510.134033
	Iteration 90F: 3 clusters Score -4645240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Entering Unmasked Estep 
Score: -793872.250000 Penalty: 1472.869141
	Iteration 0F: 2 clusters Score -793872.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -787647.687500 Penalty: 2945.738281
	Iteration 0F: 3 clusters Score -787647.7 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -789491.437500 Penalty: 2945.738281
	Iteration 1F: 3 clusters Score -789491.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -789674.125000 Penalty: 2945.738281
	Iteration 2F: 3 clusters Score -789674.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -789833.062500 Penalty: 2945.738281
	Iteration 3Q: 3 clusters Score -789833.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -789985.750000 Penalty: 2945.738281
	Iteration 4Q: 3 clusters Score -789985.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -790142.187500 Penalty: 2945.738281
	Iteration 5Q: 3 clusters Score -790142.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -790326.125000 Penalty: 2945.738281
	Iteration 6Q: 3 clusters Score -790326.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -790529.375000 Penalty: 2945.738281
	Iteration 7Q: 3 clusters Score -790529.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -790774.062500 Penalty: 2945.738281
	Iteration 8Q: 3 clusters Score -790774.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -791027.750000 Penalty: 2945.738281
	Iteration 9F: 3 clusters Score -791027.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -791278.812500 Penalty: 2945.738281
	Iteration 10Q: 3 clusters Score -791278.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -791483.250000 Penalty: 2945.738281
	Iteration 11Q: 3 clusters Score -791483.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -791655.687500 Penalty: 2945.738281
	Iteration 12Q: 3 clusters Score -791655.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -791788.875000 Penalty: 2945.738281
	Iteration 13Q: 3 clusters Score -791788.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -791895.250000 Penalty: 2945.738281
	Iteration 14Q: 3 clusters Score -791895.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -791983.437500 Penalty: 2945.738281
	Iteration 15Q: 3 clusters Score -791983.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -792068.250000 Penalty: 2945.738281
	Iteration 16Q: 3 clusters Score -792068.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -792151.437500 Penalty: 2945.738281
	Iteration 17Q: 3 clusters Score -792151.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -792226.937500 Penalty: 2945.738281
	Iteration 18Q: 3 clusters Score -792226.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -792308.250000 Penalty: 2945.738281
	Iteration 19Q: 3 clusters Score -792308.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -792405.562500 Penalty: 2945.738281
	Iteration 20F: 3 clusters Score -792405.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -792498.375000 Penalty: 2945.738281
	Iteration 21Q: 3 clusters Score -792498.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -792557.375000 Penalty: 2945.738281
	Iteration 22Q: 3 clusters Score -792557.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -792587.062500 Penalty: 2945.738281
	Iteration 23Q: 3 clusters Score -792587.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -792602.812500 Penalty: 2945.738281
	Iteration 24Q: 3 clusters Score -792602.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -792612.250000 Penalty: 2945.738281
	Iteration 25Q: 3 clusters Score -792612.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -792614.562500 Penalty: 2945.738281
	Iteration 26Q: 3 clusters Score -792614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -792617.750000 Penalty: 2945.738281
	Iteration 27Q: 3 clusters Score -792617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -792619.812500 Penalty: 2945.738281
	Iteration 28Q: 3 clusters Score -792619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -792621.375000 Penalty: 2945.738281
	Iteration 29Q: 3 clusters Score -792621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -792624.875000 Penalty: 2945.738281
	Iteration 30Q: 3 clusters Score -792624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -792628.625000 Penalty: 2945.738281
	Iteration 31Q: 3 clusters Score -792628.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -792631.500000 Penalty: 2945.738281
	Iteration 32Q: 3 clusters Score -792631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -792631.437500 Penalty: 2945.738281
	Iteration 33Q: 3 clusters Score -792631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -792633.875000 Penalty: 2945.738281
	Iteration 34Q: 3 clusters Score -792633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -792632.750000 Penalty: 2945.738281
	Iteration 35Q: 3 clusters Score -792632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -792635.250000 Penalty: 2945.738281
	Iteration 36Q: 3 clusters Score -792635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -792635.687500 Penalty: 2945.738281
	Iteration 37Q: 3 clusters Score -792635.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -792634.812500 Penalty: 2945.738281
	Iteration 38Q: 3 clusters Score -792634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -792637.187500 Penalty: 2945.738281
	Iteration 39Q: 3 clusters Score -792637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -792639.000000 Penalty: 2945.738281
	Iteration 40F: 3 clusters Score -792639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -792640.062500 Penalty: 2945.738281
	Iteration 41Q: 3 clusters Score -792640.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -792642.125000 Penalty: 2945.738281
	Iteration 42Q: 3 clusters Score -792642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -792648.812500 Penalty: 2945.738281
	Iteration 43Q: 3 clusters Score -792648.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -792651.250000 Penalty: 2945.738281
	Iteration 44Q: 3 clusters Score -792651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -792652.812500 Penalty: 2945.738281
	Iteration 45Q: 3 clusters Score -792652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -792652.625000 Penalty: 2945.738281
	Iteration 46Q: 3 clusters Score -792652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -792654.250000 Penalty: 2945.738281
	Iteration 47Q: 3 clusters Score -792654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -792655.812500 Penalty: 2945.738281
	Iteration 48Q: 3 clusters Score -792655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -792659.187500 Penalty: 2945.738281
	Iteration 49Q: 3 clusters Score -792659.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -792664.312500 Penalty: 2945.738281
	Iteration 50Q: 3 clusters Score -792664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -792668.062500 Penalty: 2945.738281
	Iteration 51Q: 3 clusters Score -792668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -792667.750000 Penalty: 2945.738281
	Iteration 52Q: 3 clusters Score -792667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -792668.562500 Penalty: 2945.738281
	Iteration 53Q: 3 clusters Score -792668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -792670.062500 Penalty: 2945.738281
	Iteration 54Q: 3 clusters Score -792670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -792671.312500 Penalty: 2945.738281
	Iteration 55Q: 3 clusters Score -792671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -792671.312500 Penalty: 2945.738281
	Iteration 56F: 3 clusters Score -792671.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -815935.062500 Penalty: 1484.029175
	Iteration 0F: 2 clusters Score -815935.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -809306.437500 Penalty: 2968.058350
	Iteration 0F: 3 clusters Score -809306.4 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -811336.500000 Penalty: 2968.058350
	Iteration 1F: 3 clusters Score -811336.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -811555.375000 Penalty: 2968.058350
	Iteration 2F: 3 clusters Score -811555.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -811744.687500 Penalty: 2968.058350
	Iteration 3Q: 3 clusters Score -811744.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -811878.500000 Penalty: 2968.058350
	Iteration 4Q: 3 clusters Score -811878.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -811984.500000 Penalty: 2968.058350
	Iteration 5Q: 3 clusters Score -811984.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -812079.937500 Penalty: 2968.058350
	Iteration 6Q: 3 clusters Score -812079.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -812189.312500 Penalty: 2968.058350
	Iteration 7Q: 3 clusters Score -812189.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -812308.125000 Penalty: 2968.058350
	Iteration 8Q: 3 clusters Score -812308.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -812450.000000 Penalty: 2968.058350
	Iteration 9Q: 3 clusters Score -812450 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -812598.625000 Penalty: 2968.058350
	Iteration 10Q: 3 clusters Score -812598.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -812753.312500 Penalty: 2968.058350
	Iteration 11Q: 3 clusters Score -812753.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -812922.437500 Penalty: 2968.058350
	Iteration 12Q: 3 clusters Score -812922.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -813111.750000 Penalty: 2968.058350
	Iteration 13Q: 3 clusters Score -813111.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -813297.875000 Penalty: 2968.058350
	Iteration 14Q: 3 clusters Score -813297.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -813458.375000 Penalty: 2968.058350
	Iteration 15Q: 3 clusters Score -813458.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -813596.812500 Penalty: 2968.058350
	Iteration 16Q: 3 clusters Score -813596.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -813705.000000 Penalty: 2968.058350
	Iteration 17Q: 3 clusters Score -813705 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -813789.250000 Penalty: 2968.058350
	Iteration 18Q: 3 clusters Score -813789.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -813851.375000 Penalty: 2968.058350
	Iteration 19Q: 3 clusters Score -813851.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -813897.937500 Penalty: 2968.058350
	Iteration 20F: 3 clusters Score -813897.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -813932.250000 Penalty: 2968.058350
	Iteration 21Q: 3 clusters Score -813932.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -813967.375000 Penalty: 2968.058350
	Iteration 22Q: 3 clusters Score -813967.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -813991.750000 Penalty: 2968.058350
	Iteration 23Q: 3 clusters Score -813991.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -814027.687500 Penalty: 2968.058350
	Iteration 24Q: 3 clusters Score -814027.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -814067.375000 Penalty: 2968.058350
	Iteration 25Q: 3 clusters Score -814067.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -814113.812500 Penalty: 2968.058350
	Iteration 26Q: 3 clusters Score -814113.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -814159.000000 Penalty: 2968.058350
	Iteration 27Q: 3 clusters Score -814159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -814203.250000 Penalty: 2968.058350
	Iteration 28Q: 3 clusters Score -814203.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -814254.375000 Penalty: 2968.058350
	Iteration 29Q: 3 clusters Score -814254.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -814308.812500 Penalty: 2968.058350
	Iteration 30Q: 3 clusters Score -814308.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -814378.687500 Penalty: 2968.058350
	Iteration 31Q: 3 clusters Score -814378.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -814457.937500 Penalty: 2968.058350
	Iteration 32Q: 3 clusters Score -814457.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -814555.187500 Penalty: 2968.058350
	Iteration 33Q: 3 clusters Score -814555.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -814648.625000 Penalty: 2968.058350
	Iteration 34Q: 3 clusters Score -814648.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -814699.125000 Penalty: 2968.058350
	Iteration 35Q: 3 clusters Score -814699.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -814727.250000 Penalty: 2968.058350
	Iteration 36Q: 3 clusters Score -814727.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -814748.875000 Penalty: 2968.058350
	Iteration 37Q: 3 clusters Score -814748.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -814761.750000 Penalty: 2968.058350
	Iteration 38Q: 3 clusters Score -814761.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -814771.000000 Penalty: 2968.058350
	Iteration 39Q: 3 clusters Score -814771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -814783.875000 Penalty: 2968.058350
	Iteration 40F: 3 clusters Score -814783.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -814792.687500 Penalty: 2968.058350
	Iteration 41Q: 3 clusters Score -814792.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -814802.500000 Penalty: 2968.058350
	Iteration 42Q: 3 clusters Score -814802.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -814811.250000 Penalty: 2968.058350
	Iteration 43Q: 3 clusters Score -814811.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -814817.562500 Penalty: 2968.058350
	Iteration 44Q: 3 clusters Score -814817.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -814821.750000 Penalty: 2968.058350
	Iteration 45Q: 3 clusters Score -814821.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -814826.625000 Penalty: 2968.058350
	Iteration 46Q: 3 clusters Score -814826.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -814826.875000 Penalty: 2968.058350
	Iteration 47Q: 3 clusters Score -814826.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -814829.437500 Penalty: 2968.058350
	Iteration 48Q: 3 clusters Score -814829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -814828.437500 Penalty: 2968.058350
	Iteration 49Q: 3 clusters Score -814828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -814829.812500 Penalty: 2968.058350
	Iteration 50Q: 3 clusters Score -814829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -814831.687500 Penalty: 2968.058350
	Iteration 51Q: 3 clusters Score -814831.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -814836.500000 Penalty: 2968.058350
	Iteration 52Q: 3 clusters Score -814836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -814838.750000 Penalty: 2968.058350
	Iteration 53Q: 3 clusters Score -814838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -814840.437500 Penalty: 2968.058350
	Iteration 54Q: 3 clusters Score -814840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -814839.437500 Penalty: 2968.058350
	Iteration 55Q: 3 clusters Score -814839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -814839.125000 Penalty: 2968.058350
	Iteration 56Q: 3 clusters Score -814839.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -814841.687500 Penalty: 2968.058350
	Iteration 57Q: 3 clusters Score -814841.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -814839.437500 Penalty: 2968.058350
	Iteration 58Q: 3 clusters Score -814839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -814844.375000 Penalty: 2968.058350
	Iteration 59Q: 3 clusters Score -814844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -814844.875000 Penalty: 2968.058350
	Iteration 60F: 3 clusters Score -814844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -814846.812500 Penalty: 2968.058350
	Iteration 61Q: 3 clusters Score -814846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -814848.312500 Penalty: 2968.058350
	Iteration 62Q: 3 clusters Score -814848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -814847.687500 Penalty: 2968.058350
	Iteration 63Q: 3 clusters Score -814847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -814847.062500 Penalty: 2968.058350
	Iteration 64Q: 3 clusters Score -814847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -814848.062500 Penalty: 2968.058350
	Iteration 65Q: 3 clusters Score -814848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -814848.500000 Penalty: 2968.058350
	Iteration 66Q: 3 clusters Score -814848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -814849.000000 Penalty: 2968.058350
	Iteration 67Q: 3 clusters Score -814849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -814849.000000 Penalty: 2968.058350
	Iteration 68F: 3 clusters Score -814849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132137 members 
Entering Unmasked Estep 
Score: -12490256.000000 Penalty: 1916.134155
	Iteration 0F: 2 clusters Score -1.249026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -12401654.000000 Penalty: 3832.268311
	Iteration 0F: 3 clusters Score -1.240165e+07 nChanged 63674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -12438790.000000 Penalty: 3832.268311
	Iteration 1F: 3 clusters Score -1.243879e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -12439553.000000 Penalty: 3832.268311
	Iteration 2Q: 3 clusters Score -1.243955e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -12440223.000000 Penalty: 3832.268311
	Iteration 3Q: 3 clusters Score -1.244022e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -12441041.000000 Penalty: 3832.268311
	Iteration 4Q: 3 clusters Score -1.244104e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -12442073.000000 Penalty: 3832.268311
	Iteration 5Q: 3 clusters Score -1.244207e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -12443345.000000 Penalty: 3832.268311
	Iteration 6Q: 3 clusters Score -1.244334e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -12445263.000000 Penalty: 3832.268311
	Iteration 7Q: 3 clusters Score -1.244526e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -12448442.000000 Penalty: 3832.268311
	Iteration 8Q: 3 clusters Score -1.244844e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -12453590.000000 Penalty: 3832.268311
	Iteration 9F: 3 clusters Score -1.245359e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -12460480.000000 Penalty: 3832.268311
	Iteration 10F: 3 clusters Score -1.246048e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -12466314.000000 Penalty: 3832.268311
	Iteration 11F: 3 clusters Score -1.246631e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -12468930.000000 Penalty: 3832.268311
	Iteration 12Q: 3 clusters Score -1.246893e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -12469856.000000 Penalty: 3832.268311
	Iteration 13Q: 3 clusters Score -1.246986e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -12470349.000000 Penalty: 3832.268311
	Iteration 14Q: 3 clusters Score -1.247035e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -12470722.000000 Penalty: 3832.268311
	Iteration 15Q: 3 clusters Score -1.247072e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -12471059.000000 Penalty: 3832.268311
	Iteration 16Q: 3 clusters Score -1.247106e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -12471487.000000 Penalty: 3832.268311
	Iteration 17Q: 3 clusters Score -1.247149e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -12471898.000000 Penalty: 3832.268311
	Iteration 18Q: 3 clusters Score -1.24719e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -12472219.000000 Penalty: 3832.268311
	Iteration 19Q: 3 clusters Score -1.247222e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -12472607.000000 Penalty: 3832.268311
	Iteration 20F: 3 clusters Score -1.247261e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -12473080.000000 Penalty: 3832.268311
	Iteration 21Q: 3 clusters Score -1.247308e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72239 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -12473607.000000 Penalty: 3832.268311
	Iteration 22Q: 3 clusters Score -1.247361e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -12474155.000000 Penalty: 3832.268311
	Iteration 23Q: 3 clusters Score -1.247416e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -12474633.000000 Penalty: 3832.268311
	Iteration 24Q: 3 clusters Score -1.247463e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -12475110.000000 Penalty: 3832.268311
	Iteration 25Q: 3 clusters Score -1.247511e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -12475600.000000 Penalty: 3832.268311
	Iteration 26Q: 3 clusters Score -1.24756e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -12476103.000000 Penalty: 3832.268311
	Iteration 27Q: 3 clusters Score -1.24761e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -12476488.000000 Penalty: 3832.268311
	Iteration 28Q: 3 clusters Score -1.247649e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -12476873.000000 Penalty: 3832.268311
	Iteration 29Q: 3 clusters Score -1.247687e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -12477252.000000 Penalty: 3832.268311
	Iteration 30Q: 3 clusters Score -1.247725e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -12477560.000000 Penalty: 3832.268311
	Iteration 31Q: 3 clusters Score -1.247756e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -12477849.000000 Penalty: 3832.268311
	Iteration 32Q: 3 clusters Score -1.247785e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -12477969.000000 Penalty: 3832.268311
	Iteration 33Q: 3 clusters Score -1.247797e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -12478082.000000 Penalty: 3832.268311
	Iteration 34Q: 3 clusters Score -1.247808e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -12478246.000000 Penalty: 3832.268311
	Iteration 35Q: 3 clusters Score -1.247825e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -12478314.000000 Penalty: 3832.268311
	Iteration 36Q: 3 clusters Score -1.247831e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -12478434.000000 Penalty: 3832.268311
	Iteration 37Q: 3 clusters Score -1.247843e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -12478557.000000 Penalty: 3832.268311
	Iteration 38Q: 3 clusters Score -1.247856e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -12478657.000000 Penalty: 3832.268311
	Iteration 39Q: 3 clusters Score -1.247866e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -12478680.000000 Penalty: 3832.268311
	Iteration 40F: 3 clusters Score -1.247868e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -12478777.000000 Penalty: 3832.268311
	Iteration 41Q: 3 clusters Score -1.247878e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -12478907.000000 Penalty: 3832.268311
	Iteration 42Q: 3 clusters Score -1.247891e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -12478996.000000 Penalty: 3832.268311
	Iteration 43Q: 3 clusters Score -1.2479e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -12479054.000000 Penalty: 3832.268311
	Iteration 44Q: 3 clusters Score -1.247905e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -12479179.000000 Penalty: 3832.268311
	Iteration 45Q: 3 clusters Score -1.247918e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -12479256.000000 Penalty: 3832.268311
	Iteration 46Q: 3 clusters Score -1.247926e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -12479229.000000 Penalty: 3832.268311
	Iteration 47Q: 3 clusters Score -1.247923e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -12479252.000000 Penalty: 3832.268311
	Iteration 48Q: 3 clusters Score -1.247925e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -12479346.000000 Penalty: 3832.268311
	Iteration 49Q: 3 clusters Score -1.247935e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -12479430.000000 Penalty: 3832.268311
	Iteration 50Q: 3 clusters Score -1.247943e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -12479580.000000 Penalty: 3832.268311
	Iteration 51Q: 3 clusters Score -1.247958e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -12479618.000000 Penalty: 3832.268311
	Iteration 52Q: 3 clusters Score -1.247962e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -12479819.000000 Penalty: 3832.268311
	Iteration 53Q: 3 clusters Score -1.247982e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94285 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -12479949.000000 Penalty: 3832.268311
	Iteration 54Q: 3 clusters Score -1.247995e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -12480064.000000 Penalty: 3832.268311
	Iteration 55Q: 3 clusters Score -1.248006e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -12480121.000000 Penalty: 3832.268311
	Iteration 56Q: 3 clusters Score -1.248012e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -12480180.000000 Penalty: 3832.268311
	Iteration 57Q: 3 clusters Score -1.248018e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -12480331.000000 Penalty: 3832.268311
	Iteration 58Q: 3 clusters Score -1.248033e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -12480438.000000 Penalty: 3832.268311
	Iteration 59Q: 3 clusters Score -1.248044e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -12480507.000000 Penalty: 3832.268311
	Iteration 60F: 3 clusters Score -1.248051e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -12480608.000000 Penalty: 3832.268311
	Iteration 61Q: 3 clusters Score -1.248061e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -12480728.000000 Penalty: 3832.268311
	Iteration 62Q: 3 clusters Score -1.248073e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -12480887.000000 Penalty: 3832.268311
	Iteration 63Q: 3 clusters Score -1.248089e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -12481011.000000 Penalty: 3832.268311
	Iteration 64Q: 3 clusters Score -1.248101e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -12481156.000000 Penalty: 3832.268311
	Iteration 65Q: 3 clusters Score -1.248116e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -12481347.000000 Penalty: 3832.268311
	Iteration 66Q: 3 clusters Score -1.248135e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104404 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -12481563.000000 Penalty: 3832.268311
	Iteration 67Q: 3 clusters Score -1.248156e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -12481705.000000 Penalty: 3832.268311
	Iteration 68Q: 3 clusters Score -1.24817e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -12481917.000000 Penalty: 3832.268311
	Iteration 69Q: 3 clusters Score -1.248192e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106953 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -12482103.000000 Penalty: 3832.268311
	Iteration 70Q: 3 clusters Score -1.24821e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -12482285.000000 Penalty: 3832.268311
	Iteration 71Q: 3 clusters Score -1.248228e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -12482480.000000 Penalty: 3832.268311
	Iteration 72Q: 3 clusters Score -1.248248e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -12482676.000000 Penalty: 3832.268311
	Iteration 73Q: 3 clusters Score -1.248268e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -12482841.000000 Penalty: 3832.268311
	Iteration 74Q: 3 clusters Score -1.248284e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -12483057.000000 Penalty: 3832.268311
	Iteration 75Q: 3 clusters Score -1.248306e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -12483255.000000 Penalty: 3832.268311
	Iteration 76Q: 3 clusters Score -1.248326e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -12483484.000000 Penalty: 3832.268311
	Iteration 77Q: 3 clusters Score -1.248348e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -12483798.000000 Penalty: 3832.268311
	Iteration 78Q: 3 clusters Score -1.24838e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -12484155.000000 Penalty: 3832.268311
	Iteration 79Q: 3 clusters Score -1.248416e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115660 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -12484380.000000 Penalty: 3832.268311
	Iteration 80F: 3 clusters Score -1.248438e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116537 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -12484597.000000 Penalty: 3832.268311
	Iteration 81Q: 3 clusters Score -1.24846e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -12484874.000000 Penalty: 3832.268311
	Iteration 82Q: 3 clusters Score -1.248487e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118120 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -12485087.000000 Penalty: 3832.268311
	Iteration 83Q: 3 clusters Score -1.248509e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118854 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -12485308.000000 Penalty: 3832.268311
	Iteration 84Q: 3 clusters Score -1.248531e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -12485503.000000 Penalty: 3832.268311
	Iteration 85Q: 3 clusters Score -1.24855e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120266 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -12485741.000000 Penalty: 3832.268311
	Iteration 86Q: 3 clusters Score -1.248574e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -12485925.000000 Penalty: 3832.268311
	Iteration 87Q: 3 clusters Score -1.248592e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121629 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -12486123.000000 Penalty: 3832.268311
	Iteration 88Q: 3 clusters Score -1.248612e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122243 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -12486251.000000 Penalty: 3832.268311
	Iteration 89Q: 3 clusters Score -1.248625e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122833 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -12486407.000000 Penalty: 3832.268311
	Iteration 90Q: 3 clusters Score -1.248641e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -12486579.000000 Penalty: 3832.268311
	Iteration 91Q: 3 clusters Score -1.248658e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -12486681.000000 Penalty: 3832.268311
	Iteration 92Q: 3 clusters Score -1.248668e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124383 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -12486788.000000 Penalty: 3832.268311
	Iteration 93Q: 3 clusters Score -1.248679e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124843 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -12486902.000000 Penalty: 3832.268311
	Iteration 94Q: 3 clusters Score -1.24869e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -12487079.000000 Penalty: 3832.268311
	Iteration 95Q: 3 clusters Score -1.248708e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -12487260.000000 Penalty: 3832.268311
	Iteration 96Q: 3 clusters Score -1.248726e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126158 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -12487362.000000 Penalty: 3832.268311
	Iteration 97Q: 3 clusters Score -1.248736e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126533 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -12487448.000000 Penalty: 3832.268311
	Iteration 98Q: 3 clusters Score -1.248745e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -12487586.000000 Penalty: 3832.268311
	Iteration 99Q: 3 clusters Score -1.248759e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -12487716.000000 Penalty: 3832.268311
	Iteration 100F: 3 clusters Score -1.248772e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -12487754.000000 Penalty: 3832.268311
	Iteration 101Q: 3 clusters Score -1.248775e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127798 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -12487808.000000 Penalty: 3832.268311
	Iteration 102Q: 3 clusters Score -1.248781e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128046 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -12487870.000000 Penalty: 3832.268311
	Iteration 103Q: 3 clusters Score -1.248787e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128279 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -12487976.000000 Penalty: 3832.268311
	Iteration 104Q: 3 clusters Score -1.248798e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128480 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -12488045.000000 Penalty: 3832.268311
	Iteration 105Q: 3 clusters Score -1.248804e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128653 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -12488109.000000 Penalty: 3832.268311
	Iteration 106Q: 3 clusters Score -1.248811e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128809 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -12488193.000000 Penalty: 3832.268311
	Iteration 107Q: 3 clusters Score -1.248819e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128953 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -12488237.000000 Penalty: 3832.268311
	Iteration 108Q: 3 clusters Score -1.248824e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -12488262.000000 Penalty: 3832.268311
	Iteration 109Q: 3 clusters Score -1.248826e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129205 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -12488277.000000 Penalty: 3832.268311
	Iteration 110Q: 3 clusters Score -1.248828e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -12488332.000000 Penalty: 3832.268311
	Iteration 111Q: 3 clusters Score -1.248833e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129444 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -12488374.000000 Penalty: 3832.268311
	Iteration 112Q: 3 clusters Score -1.248837e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129557 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -12488405.000000 Penalty: 3832.268311
	Iteration 113Q: 3 clusters Score -1.24884e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12488412.000000 Penalty: 3832.268311
	Iteration 114Q: 3 clusters Score -1.248841e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -12488458.000000 Penalty: 3832.268311
	Iteration 115Q: 3 clusters Score -1.248846e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129863 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -12488477.000000 Penalty: 3832.268311
	Iteration 116Q: 3 clusters Score -1.248848e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129949 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -12488510.000000 Penalty: 3832.268311
	Iteration 117Q: 3 clusters Score -1.248851e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130025 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12488541.000000 Penalty: 3832.268311
	Iteration 118Q: 3 clusters Score -1.248854e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130105 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -12488559.000000 Penalty: 3832.268311
	Iteration 119Q: 3 clusters Score -1.248856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130170 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -12488585.000000 Penalty: 3832.268311
	Iteration 120F: 3 clusters Score -1.248858e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130237 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -12488618.000000 Penalty: 3832.268311
	Iteration 121Q: 3 clusters Score -1.248862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -12488643.000000 Penalty: 3832.268311
	Iteration 122Q: 3 clusters Score -1.248864e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130349 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12488651.000000 Penalty: 3832.268311
	Iteration 123Q: 3 clusters Score -1.248865e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12488653.000000 Penalty: 3832.268311
	Iteration 124Q: 3 clusters Score -1.248865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130436 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12488687.000000 Penalty: 3832.268311
	Iteration 125Q: 3 clusters Score -1.248869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130464 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -12488667.000000 Penalty: 3832.268311
	Iteration 126Q: 3 clusters Score -1.248867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130481 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12488660.000000 Penalty: 3832.268311
	Iteration 127Q: 3 clusters Score -1.248866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130502 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12488659.000000 Penalty: 3832.268311
	Iteration 128Q: 3 clusters Score -1.248866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12488670.000000 Penalty: 3832.268311
	Iteration 129Q: 3 clusters Score -1.248867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130538 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12488673.000000 Penalty: 3832.268311
	Iteration 130Q: 3 clusters Score -1.248867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130554 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12488669.000000 Penalty: 3832.268311
	Iteration 131Q: 3 clusters Score -1.248867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130561 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12488666.000000 Penalty: 3832.268311
	Iteration 132Q: 3 clusters Score -1.248867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12488661.000000 Penalty: 3832.268311
	Iteration 133Q: 3 clusters Score -1.248866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130574 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12488677.000000 Penalty: 3832.268311
	Iteration 134Q: 3 clusters Score -1.248868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130581 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12488683.000000 Penalty: 3832.268311
	Iteration 135Q: 3 clusters Score -1.248868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12488683.000000 Penalty: 3832.268311
	Iteration 136Q: 3 clusters Score -1.248868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12488693.000000 Penalty: 3832.268311
	Iteration 137Q: 3 clusters Score -1.248869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -12488701.000000 Penalty: 3832.268311
	Iteration 138Q: 3 clusters Score -1.24887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -12488697.000000 Penalty: 3832.268311
	Iteration 139Q: 3 clusters Score -1.24887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12488704.000000 Penalty: 3832.268311
	Iteration 140F: 3 clusters Score -1.24887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130618 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -12488699.000000 Penalty: 3832.268311
	Iteration 141Q: 3 clusters Score -1.24887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130621 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12488704.000000 Penalty: 3832.268311
	Iteration 142Q: 3 clusters Score -1.24887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130622 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12488703.000000 Penalty: 3832.268311
	Iteration 143Q: 3 clusters Score -1.24887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130624 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -12488708.000000 Penalty: 3832.268311
	Iteration 144Q: 3 clusters Score -1.248871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130627 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -12488705.000000 Penalty: 3832.268311
	Iteration 145Q: 3 clusters Score -1.24887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130628 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12488707.000000 Penalty: 3832.268311
	Iteration 146Q: 3 clusters Score -1.248871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12488714.000000 Penalty: 3832.268311
	Iteration 147Q: 3 clusters Score -1.248871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130632 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12488718.000000 Penalty: 3832.268311
	Iteration 148Q: 3 clusters Score -1.248872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130633 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -12488716.000000 Penalty: 3832.268311
	Iteration 149Q: 3 clusters Score -1.248872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130634 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12488717.000000 Penalty: 3832.268311
	Iteration 150Q: 3 clusters Score -1.248872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130635 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12488713.000000 Penalty: 3832.268311
	Iteration 151Q: 3 clusters Score -1.248871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130636 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12488716.000000 Penalty: 3832.268311
	Iteration 152Q: 3 clusters Score -1.248872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130637 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -12488713.000000 Penalty: 3832.268311
	Iteration 153Q: 3 clusters Score -1.248871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130639 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12488720.000000 Penalty: 3832.268311
	Iteration 154Q: 3 clusters Score -1.248872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130643 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -12488715.000000 Penalty: 3832.268311
	Iteration 155Q: 3 clusters Score -1.248872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130648 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -12488723.000000 Penalty: 3832.268311
	Iteration 156Q: 3 clusters Score -1.248872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -12488722.000000 Penalty: 3832.268311
	Iteration 157Q: 3 clusters Score -1.248872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -12488715.000000 Penalty: 3832.268311
	Iteration 158Q: 3 clusters Score -1.248872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130659 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12488716.000000 Penalty: 3832.268311
	Iteration 159Q: 3 clusters Score -1.248872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130661 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12488718.000000 Penalty: 3832.268311
	Iteration 160F: 3 clusters Score -1.248872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130662 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12488719.000000 Penalty: 3832.268311
	Iteration 161Q: 3 clusters Score -1.248872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130664 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12488714.000000 Penalty: 3832.268311
	Iteration 162Q: 3 clusters Score -1.248871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130665 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12488716.000000 Penalty: 3832.268311
	Iteration 163Q: 3 clusters Score -1.248872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12488718.000000 Penalty: 3832.268311
	Iteration 164Q: 3 clusters Score -1.248872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12488718.000000 Penalty: 3832.268311
	Iteration 165F: 3 clusters Score -1.248872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Entering Unmasked Estep 
Score: -62107.761719 Penalty: 1086.249390
	Iteration 0F: 2 clusters Score -62107.76 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 401 members 
Entering Unmasked Estep 
Score: -60869.988281 Penalty: 2172.498779
	Iteration 0F: 3 clusters Score -60869.99 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61134.363281 Penalty: 2172.498779
	Iteration 1F: 3 clusters Score -61134.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61235.421875 Penalty: 2172.498779
	Iteration 2F: 3 clusters Score -61235.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -61323.828125 Penalty: 2172.498779
	Iteration 3F: 3 clusters Score -61323.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61429.117188 Penalty: 2172.498779
	Iteration 4F: 3 clusters Score -61429.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -61551.777344 Penalty: 2172.498779
	Iteration 5F: 3 clusters Score -61551.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61627.906250 Penalty: 2172.498779
	Iteration 6F: 3 clusters Score -61627.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61682.445312 Penalty: 2172.498779
	Iteration 7Q: 3 clusters Score -61682.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61706.187500 Penalty: 2172.498779
	Iteration 8Q: 3 clusters Score -61706.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -61717.980469 Penalty: 2172.498779
	Iteration 9Q: 3 clusters Score -61717.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61736.632812 Penalty: 2172.498779
	Iteration 10Q: 3 clusters Score -61736.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61743.703125 Penalty: 2172.498779
	Iteration 11Q: 3 clusters Score -61743.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61745.289062 Penalty: 2172.498779
	Iteration 12Q: 3 clusters Score -61745.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -61756.773438 Penalty: 2172.498779
	Iteration 13Q: 3 clusters Score -61756.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -61765.753906 Penalty: 2172.498779
	Iteration 14Q: 3 clusters Score -61765.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -61771.328125 Penalty: 2172.498779
	Iteration 15Q: 3 clusters Score -61771.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -61771.328125 Penalty: 2172.498779
	Iteration 16F: 3 clusters Score -61771.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Entering Unmasked Estep 
Score: -3933539.750000 Penalty: 1727.939331
	Iteration 0F: 2 clusters Score -3933540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3905930.750000 Penalty: 3455.878662
	Iteration 0F: 3 clusters Score -3905931 nChanged 19358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3916588.250000 Penalty: 3455.878662
	Iteration 1F: 3 clusters Score -3916588 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3917020.000000 Penalty: 3455.878662
	Iteration 2Q: 3 clusters Score -3917020 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3917585.000000 Penalty: 3455.878662
	Iteration 3Q: 3 clusters Score -3917585 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3918249.750000 Penalty: 3455.878662
	Iteration 4Q: 3 clusters Score -3918250 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3919363.250000 Penalty: 3455.878662
	Iteration 5Q: 3 clusters Score -3919363 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3921181.750000 Penalty: 3455.878662
	Iteration 6F: 3 clusters Score -3921182 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -3923764.000000 Penalty: 3455.878662
	Iteration 7F: 3 clusters Score -3923764 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3926775.250000 Penalty: 3455.878662
	Iteration 8F: 3 clusters Score -3926775 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -3929432.000000 Penalty: 3455.878662
	Iteration 9F: 3 clusters Score -3929432 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -3930976.500000 Penalty: 3455.878662
	Iteration 10Q: 3 clusters Score -3930976 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -3931560.250000 Penalty: 3455.878662
	Iteration 11Q: 3 clusters Score -3931560 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -3931798.500000 Penalty: 3455.878662
	Iteration 12Q: 3 clusters Score -3931798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -3931890.000000 Penalty: 3455.878662
	Iteration 13Q: 3 clusters Score -3931890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -3931916.500000 Penalty: 3455.878662
	Iteration 14Q: 3 clusters Score -3931916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -3931947.000000 Penalty: 3455.878662
	Iteration 15Q: 3 clusters Score -3931947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -3931962.000000 Penalty: 3455.878662
	Iteration 16Q: 3 clusters Score -3931962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -3931971.750000 Penalty: 3455.878662
	Iteration 17Q: 3 clusters Score -3931972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -3931976.000000 Penalty: 3455.878662
	Iteration 18Q: 3 clusters Score -3931976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -3931976.000000 Penalty: 3455.878662
	Iteration 19F: 3 clusters Score -3931976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -35495.050781 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -35495.05 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 240 members 
Entering Unmasked Estep 
Score: -34494.777344 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -34494.78 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34701.425781 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -34701.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34828.941406 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -34828.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34898.753906 Penalty: 2005.802612
	Iteration 3F: 3 clusters Score -34898.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34947.148438 Penalty: 2005.802612
	Iteration 4F: 3 clusters Score -34947.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35017.687500 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -35017.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35054.742188 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -35054.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35124.246094 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -35124.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35173.304688 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -35173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35218.527344 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -35218.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35270.351562 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -35270.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35300.843750 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -35300.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35319.363281 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -35319.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35347.242188 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -35347.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35369.914062 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -35369.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35371.566406 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -35371.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35375.335938 Penalty: 2005.802612
	Iteration 16F: 3 clusters Score -35375.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35401.261719 Penalty: 2005.802612
	Iteration 17Q: 3 clusters Score -35401.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35401.261719 Penalty: 2005.802612
	Iteration 18F: 3 clusters Score -35401.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -236442.156250 Penalty: 1274.497925
	Iteration 0F: 2 clusters Score -236442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -234007.406250 Penalty: 2548.995850
	Iteration 0F: 3 clusters Score -234007.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -234545.015625 Penalty: 2548.995850
	Iteration 1F: 3 clusters Score -234545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -234644.828125 Penalty: 2548.995850
	Iteration 2F: 3 clusters Score -234644.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -234705.421875 Penalty: 2548.995850
	Iteration 3Q: 3 clusters Score -234705.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -234747.578125 Penalty: 2548.995850
	Iteration 4Q: 3 clusters Score -234747.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -234773.500000 Penalty: 2548.995850
	Iteration 5Q: 3 clusters Score -234773.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -234797.125000 Penalty: 2548.995850
	Iteration 6Q: 3 clusters Score -234797.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -234812.812500 Penalty: 2548.995850
	Iteration 7Q: 3 clusters Score -234812.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -234828.671875 Penalty: 2548.995850
	Iteration 8Q: 3 clusters Score -234828.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -234839.796875 Penalty: 2548.995850
	Iteration 9Q: 3 clusters Score -234839.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -234849.687500 Penalty: 2548.995850
	Iteration 10Q: 3 clusters Score -234849.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -234861.390625 Penalty: 2548.995850
	Iteration 11Q: 3 clusters Score -234861.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -234870.312500 Penalty: 2548.995850
	Iteration 12Q: 3 clusters Score -234870.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -234878.703125 Penalty: 2548.995850
	Iteration 13Q: 3 clusters Score -234878.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -234884.687500 Penalty: 2548.995850
	Iteration 14Q: 3 clusters Score -234884.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -234892.656250 Penalty: 2548.995850
	Iteration 15Q: 3 clusters Score -234892.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -234900.375000 Penalty: 2548.995850
	Iteration 16Q: 3 clusters Score -234900.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -234905.796875 Penalty: 2548.995850
	Iteration 17Q: 3 clusters Score -234905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -234911.484375 Penalty: 2548.995850
	Iteration 18Q: 3 clusters Score -234911.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -234917.109375 Penalty: 2548.995850
	Iteration 19Q: 3 clusters Score -234917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -234921.812500 Penalty: 2548.995850
	Iteration 20F: 3 clusters Score -234921.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -234927.218750 Penalty: 2548.995850
	Iteration 21Q: 3 clusters Score -234927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -234932.781250 Penalty: 2548.995850
	Iteration 22Q: 3 clusters Score -234932.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -234938.671875 Penalty: 2548.995850
	Iteration 23Q: 3 clusters Score -234938.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -234947.640625 Penalty: 2548.995850
	Iteration 24Q: 3 clusters Score -234947.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -234951.828125 Penalty: 2548.995850
	Iteration 25Q: 3 clusters Score -234951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -234955.406250 Penalty: 2548.995850
	Iteration 26Q: 3 clusters Score -234955.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -234962.750000 Penalty: 2548.995850
	Iteration 27Q: 3 clusters Score -234962.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -234973.437500 Penalty: 2548.995850
	Iteration 28Q: 3 clusters Score -234973.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -234984.906250 Penalty: 2548.995850
	Iteration 29Q: 3 clusters Score -234984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -234993.484375 Penalty: 2548.995850
	Iteration 30Q: 3 clusters Score -234993.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -235001.937500 Penalty: 2548.995850
	Iteration 31Q: 3 clusters Score -235001.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -235010.437500 Penalty: 2548.995850
	Iteration 32Q: 3 clusters Score -235010.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -235013.687500 Penalty: 2548.995850
	Iteration 33Q: 3 clusters Score -235013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -235019.609375 Penalty: 2548.995850
	Iteration 34Q: 3 clusters Score -235019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -235022.625000 Penalty: 2548.995850
	Iteration 35Q: 3 clusters Score -235022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -235028.812500 Penalty: 2548.995850
	Iteration 36Q: 3 clusters Score -235028.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -235037.906250 Penalty: 2548.995850
	Iteration 37Q: 3 clusters Score -235037.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -235052.125000 Penalty: 2548.995850
	Iteration 38Q: 3 clusters Score -235052.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -235068.546875 Penalty: 2548.995850
	Iteration 39Q: 3 clusters Score -235068.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -235087.500000 Penalty: 2548.995850
	Iteration 40F: 3 clusters Score -235087.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -235107.312500 Penalty: 2548.995850
	Iteration 41Q: 3 clusters Score -235107.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -235123.937500 Penalty: 2548.995850
	Iteration 42Q: 3 clusters Score -235123.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -235134.765625 Penalty: 2548.995850
	Iteration 43Q: 3 clusters Score -235134.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -235142.593750 Penalty: 2548.995850
	Iteration 44Q: 3 clusters Score -235142.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -235148.406250 Penalty: 2548.995850
	Iteration 45Q: 3 clusters Score -235148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -235152.453125 Penalty: 2548.995850
	Iteration 46Q: 3 clusters Score -235152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -235157.562500 Penalty: 2548.995850
	Iteration 47Q: 3 clusters Score -235157.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -235165.312500 Penalty: 2548.995850
	Iteration 48Q: 3 clusters Score -235165.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -235170.890625 Penalty: 2548.995850
	Iteration 49Q: 3 clusters Score -235170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -235174.734375 Penalty: 2548.995850
	Iteration 50Q: 3 clusters Score -235174.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -235181.281250 Penalty: 2548.995850
	Iteration 51Q: 3 clusters Score -235181.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -235186.406250 Penalty: 2548.995850
	Iteration 52Q: 3 clusters Score -235186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -235192.890625 Penalty: 2548.995850
	Iteration 53Q: 3 clusters Score -235192.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -235201.234375 Penalty: 2548.995850
	Iteration 54Q: 3 clusters Score -235201.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -235215.046875 Penalty: 2548.995850
	Iteration 55Q: 3 clusters Score -235215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -235229.578125 Penalty: 2548.995850
	Iteration 56Q: 3 clusters Score -235229.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -235239.859375 Penalty: 2548.995850
	Iteration 57Q: 3 clusters Score -235239.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -235247.140625 Penalty: 2548.995850
	Iteration 58Q: 3 clusters Score -235247.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -235253.484375 Penalty: 2548.995850
	Iteration 59Q: 3 clusters Score -235253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -235256.375000 Penalty: 2548.995850
	Iteration 60F: 3 clusters Score -235256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -235258.171875 Penalty: 2548.995850
	Iteration 61Q: 3 clusters Score -235258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -235259.312500 Penalty: 2548.995850
	Iteration 62Q: 3 clusters Score -235259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -235261.859375 Penalty: 2548.995850
	Iteration 63Q: 3 clusters Score -235261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -235261.984375 Penalty: 2548.995850
	Iteration 64Q: 3 clusters Score -235262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -235262.375000 Penalty: 2548.995850
	Iteration 65Q: 3 clusters Score -235262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -235262.375000 Penalty: 2548.995850
	Iteration 66F: 3 clusters Score -235262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -264515.000000 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -264515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -261657.265625 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -261657.3 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -262396.093750 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -262396.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -262554.125000 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -262554.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -262681.468750 Penalty: 2622.230957
	Iteration 3F: 3 clusters Score -262681.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -262770.437500 Penalty: 2622.230957
	Iteration 4Q: 3 clusters Score -262770.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -262842.343750 Penalty: 2622.230957
	Iteration 5Q: 3 clusters Score -262842.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -262895.375000 Penalty: 2622.230957
	Iteration 6Q: 3 clusters Score -262895.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -262940.718750 Penalty: 2622.230957
	Iteration 7Q: 3 clusters Score -262940.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -262984.343750 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -262984.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -263018.000000 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -263018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -263045.500000 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -263045.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -263066.687500 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -263066.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -263089.406250 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -263089.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -263107.937500 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -263107.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -263123.187500 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -263123.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -263140.593750 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -263140.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -263159.062500 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -263159.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -263173.843750 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -263173.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -263186.500000 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -263186.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -263200.093750 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -263200.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -263211.781250 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -263211.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -263224.812500 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -263224.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -263236.906250 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -263236.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -263251.093750 Penalty: 2622.230957
	Iteration 23Q: 3 clusters Score -263251.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -263263.718750 Penalty: 2622.230957
	Iteration 24Q: 3 clusters Score -263263.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263276.281250 Penalty: 2622.230957
	Iteration 25Q: 3 clusters Score -263276.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -263283.687500 Penalty: 2622.230957
	Iteration 26Q: 3 clusters Score -263283.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -263292.000000 Penalty: 2622.230957
	Iteration 27Q: 3 clusters Score -263292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -263302.406250 Penalty: 2622.230957
	Iteration 28Q: 3 clusters Score -263302.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -263314.093750 Penalty: 2622.230957
	Iteration 29Q: 3 clusters Score -263314.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -263324.750000 Penalty: 2622.230957
	Iteration 30Q: 3 clusters Score -263324.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -263331.562500 Penalty: 2622.230957
	Iteration 31Q: 3 clusters Score -263331.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -263335.250000 Penalty: 2622.230957
	Iteration 32Q: 3 clusters Score -263335.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -263341.375000 Penalty: 2622.230957
	Iteration 33Q: 3 clusters Score -263341.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -263347.437500 Penalty: 2622.230957
	Iteration 34Q: 3 clusters Score -263347.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -263356.093750 Penalty: 2622.230957
	Iteration 35Q: 3 clusters Score -263356.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -263365.000000 Penalty: 2622.230957
	Iteration 36Q: 3 clusters Score -263365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -263372.343750 Penalty: 2622.230957
	Iteration 37Q: 3 clusters Score -263372.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -263381.343750 Penalty: 2622.230957
	Iteration 38Q: 3 clusters Score -263381.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -263391.968750 Penalty: 2622.230957
	Iteration 39Q: 3 clusters Score -263392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -263403.468750 Penalty: 2622.230957
	Iteration 40F: 3 clusters Score -263403.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -263412.625000 Penalty: 2622.230957
	Iteration 41Q: 3 clusters Score -263412.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -263424.718750 Penalty: 2622.230957
	Iteration 42Q: 3 clusters Score -263424.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -263438.500000 Penalty: 2622.230957
	Iteration 43Q: 3 clusters Score -263438.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263451.062500 Penalty: 2622.230957
	Iteration 44Q: 3 clusters Score -263451.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -263463.406250 Penalty: 2622.230957
	Iteration 45Q: 3 clusters Score -263463.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -263472.000000 Penalty: 2622.230957
	Iteration 46Q: 3 clusters Score -263472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -263479.187500 Penalty: 2622.230957
	Iteration 47Q: 3 clusters Score -263479.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -263485.437500 Penalty: 2622.230957
	Iteration 48Q: 3 clusters Score -263485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -263489.125000 Penalty: 2622.230957
	Iteration 49Q: 3 clusters Score -263489.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -263495.593750 Penalty: 2622.230957
	Iteration 50Q: 3 clusters Score -263495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -263500.375000 Penalty: 2622.230957
	Iteration 51Q: 3 clusters Score -263500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -263506.781250 Penalty: 2622.230957
	Iteration 52Q: 3 clusters Score -263506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -263513.312500 Penalty: 2622.230957
	Iteration 53Q: 3 clusters Score -263513.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -263517.062500 Penalty: 2622.230957
	Iteration 54Q: 3 clusters Score -263517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -263521.687500 Penalty: 2622.230957
	Iteration 55Q: 3 clusters Score -263521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -263529.312500 Penalty: 2622.230957
	Iteration 56Q: 3 clusters Score -263529.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -263535.937500 Penalty: 2622.230957
	Iteration 57Q: 3 clusters Score -263535.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -263542.312500 Penalty: 2622.230957
	Iteration 58Q: 3 clusters Score -263542.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -263553.406250 Penalty: 2622.230957
	Iteration 59Q: 3 clusters Score -263553.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -263564.531250 Penalty: 2622.230957
	Iteration 60F: 3 clusters Score -263564.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -263574.968750 Penalty: 2622.230957
	Iteration 61Q: 3 clusters Score -263575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -263583.968750 Penalty: 2622.230957
	Iteration 62Q: 3 clusters Score -263584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -263595.062500 Penalty: 2622.230957
	Iteration 63Q: 3 clusters Score -263595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -263601.312500 Penalty: 2622.230957
	Iteration 64Q: 3 clusters Score -263601.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -263608.468750 Penalty: 2622.230957
	Iteration 65Q: 3 clusters Score -263608.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -263615.187500 Penalty: 2622.230957
	Iteration 66Q: 3 clusters Score -263615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -263617.031250 Penalty: 2622.230957
	Iteration 67Q: 3 clusters Score -263617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -263618.343750 Penalty: 2622.230957
	Iteration 68Q: 3 clusters Score -263618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -263619.906250 Penalty: 2622.230957
	Iteration 69Q: 3 clusters Score -263619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -263619.906250 Penalty: 2622.230957
	Iteration 70F: 3 clusters Score -263619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -18407.251953 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -18407.25 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 176 members 
Entering Unmasked Estep 
Score: -17714.304688 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -17714.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18127.884766 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -18127.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18316.234375 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -18316.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18401.439453 Penalty: 1945.596924
	Iteration 3Q: 3 clusters Score -18401.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18416.708984 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -18416.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18416.708984 Penalty: 1945.596924
	Iteration 5F: 3 clusters Score -18416.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58416 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184728 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49041 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9251 members 
Mstep: Class 9 contains 132137 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 195 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27115 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67284 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 203 members 
Entering Unmasked Estep 
Score: -66468600.000000 Penalty: 57017.796875
Splitting cluster 15 changes total score from -66469808.000000 to -66468600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Entering Unmasked Estep 
Score: -755939.000000 Penalty: 1459.564087
	Iteration 0F: 2 clusters Score -755939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -750056.250000 Penalty: 2919.128174
	Iteration 0F: 3 clusters Score -750056.2 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -751813.000000 Penalty: 2919.128174
	Iteration 1F: 3 clusters Score -751813 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -752013.375000 Penalty: 2919.128174
	Iteration 2F: 3 clusters Score -752013.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -752187.937500 Penalty: 2919.128174
	Iteration 3F: 3 clusters Score -752187.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -752350.312500 Penalty: 2919.128174
	Iteration 4Q: 3 clusters Score -752350.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -752540.312500 Penalty: 2919.128174
	Iteration 5Q: 3 clusters Score -752540.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -752732.562500 Penalty: 2919.128174
	Iteration 6Q: 3 clusters Score -752732.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -752944.437500 Penalty: 2919.128174
	Iteration 7Q: 3 clusters Score -752944.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -753180.750000 Penalty: 2919.128174
	Iteration 8Q: 3 clusters Score -753180.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -753494.125000 Penalty: 2919.128174
	Iteration 9F: 3 clusters Score -753494.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -753796.062500 Penalty: 2919.128174
	Iteration 10F: 3 clusters Score -753796.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -754040.687500 Penalty: 2919.128174
	Iteration 11Q: 3 clusters Score -754040.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -754237.187500 Penalty: 2919.128174
	Iteration 12Q: 3 clusters Score -754237.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -754359.625000 Penalty: 2919.128174
	Iteration 13Q: 3 clusters Score -754359.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -754430.750000 Penalty: 2919.128174
	Iteration 14Q: 3 clusters Score -754430.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -754488.250000 Penalty: 2919.128174
	Iteration 15Q: 3 clusters Score -754488.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -754522.437500 Penalty: 2919.128174
	Iteration 16Q: 3 clusters Score -754522.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -754544.500000 Penalty: 2919.128174
	Iteration 17Q: 3 clusters Score -754544.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -754559.687500 Penalty: 2919.128174
	Iteration 18Q: 3 clusters Score -754559.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -754581.000000 Penalty: 2919.128174
	Iteration 19Q: 3 clusters Score -754581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -754589.437500 Penalty: 2919.128174
	Iteration 20F: 3 clusters Score -754589.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -754594.187500 Penalty: 2919.128174
	Iteration 21Q: 3 clusters Score -754594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -754600.125000 Penalty: 2919.128174
	Iteration 22Q: 3 clusters Score -754600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -754603.000000 Penalty: 2919.128174
	Iteration 23Q: 3 clusters Score -754603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -754605.062500 Penalty: 2919.128174
	Iteration 24Q: 3 clusters Score -754605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -754608.500000 Penalty: 2919.128174
	Iteration 25Q: 3 clusters Score -754608.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -754612.062500 Penalty: 2919.128174
	Iteration 26Q: 3 clusters Score -754612.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -754614.937500 Penalty: 2919.128174
	Iteration 27Q: 3 clusters Score -754614.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -754619.875000 Penalty: 2919.128174
	Iteration 28Q: 3 clusters Score -754619.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -754626.250000 Penalty: 2919.128174
	Iteration 29Q: 3 clusters Score -754626.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -754637.125000 Penalty: 2919.128174
	Iteration 30Q: 3 clusters Score -754637.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -754648.312500 Penalty: 2919.128174
	Iteration 31Q: 3 clusters Score -754648.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -754658.875000 Penalty: 2919.128174
	Iteration 32Q: 3 clusters Score -754658.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -754669.125000 Penalty: 2919.128174
	Iteration 33Q: 3 clusters Score -754669.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -754679.875000 Penalty: 2919.128174
	Iteration 34Q: 3 clusters Score -754679.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -754685.187500 Penalty: 2919.128174
	Iteration 35Q: 3 clusters Score -754685.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -754690.125000 Penalty: 2919.128174
	Iteration 36Q: 3 clusters Score -754690.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -754693.000000 Penalty: 2919.128174
	Iteration 37Q: 3 clusters Score -754693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -754695.937500 Penalty: 2919.128174
	Iteration 38Q: 3 clusters Score -754695.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -754700.625000 Penalty: 2919.128174
	Iteration 39Q: 3 clusters Score -754700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -754701.750000 Penalty: 2919.128174
	Iteration 40F: 3 clusters Score -754701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -754703.562500 Penalty: 2919.128174
	Iteration 41Q: 3 clusters Score -754703.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -754705.812500 Penalty: 2919.128174
	Iteration 42Q: 3 clusters Score -754705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -754709.187500 Penalty: 2919.128174
	Iteration 43Q: 3 clusters Score -754709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -754712.000000 Penalty: 2919.128174
	Iteration 44Q: 3 clusters Score -754712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -754712.687500 Penalty: 2919.128174
	Iteration 45Q: 3 clusters Score -754712.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -754717.187500 Penalty: 2919.128174
	Iteration 46Q: 3 clusters Score -754717.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -754721.000000 Penalty: 2919.128174
	Iteration 47Q: 3 clusters Score -754721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -754722.562500 Penalty: 2919.128174
	Iteration 48Q: 3 clusters Score -754722.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -754727.125000 Penalty: 2919.128174
	Iteration 49Q: 3 clusters Score -754727.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -754728.312500 Penalty: 2919.128174
	Iteration 50Q: 3 clusters Score -754728.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -754729.812500 Penalty: 2919.128174
	Iteration 51Q: 3 clusters Score -754729.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -754737.312500 Penalty: 2919.128174
	Iteration 52Q: 3 clusters Score -754737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -754738.250000 Penalty: 2919.128174
	Iteration 53Q: 3 clusters Score -754738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -754740.750000 Penalty: 2919.128174
	Iteration 54Q: 3 clusters Score -754740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -754740.937500 Penalty: 2919.128174
	Iteration 55Q: 3 clusters Score -754740.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -754743.812500 Penalty: 2919.128174
	Iteration 56Q: 3 clusters Score -754743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -754746.937500 Penalty: 2919.128174
	Iteration 57Q: 3 clusters Score -754746.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -754747.875000 Penalty: 2919.128174
	Iteration 58Q: 3 clusters Score -754747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -754749.500000 Penalty: 2919.128174
	Iteration 59Q: 3 clusters Score -754749.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -754750.312500 Penalty: 2919.128174
	Iteration 60F: 3 clusters Score -754750.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -754751.937500 Penalty: 2919.128174
	Iteration 61Q: 3 clusters Score -754751.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -754754.062500 Penalty: 2919.128174
	Iteration 62Q: 3 clusters Score -754754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -754755.000000 Penalty: 2919.128174
	Iteration 63Q: 3 clusters Score -754755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -754756.875000 Penalty: 2919.128174
	Iteration 64Q: 3 clusters Score -754756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -754756.812500 Penalty: 2919.128174
	Iteration 65Q: 3 clusters Score -754756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -754758.437500 Penalty: 2919.128174
	Iteration 66Q: 3 clusters Score -754758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -754760.000000 Penalty: 2919.128174
	Iteration 67Q: 3 clusters Score -754760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -754759.437500 Penalty: 2919.128174
	Iteration 68Q: 3 clusters Score -754759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -754760.312500 Penalty: 2919.128174
	Iteration 69Q: 3 clusters Score -754760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -754761.250000 Penalty: 2919.128174
	Iteration 70Q: 3 clusters Score -754761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -754761.437500 Penalty: 2919.128174
	Iteration 71Q: 3 clusters Score -754761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -754761.437500 Penalty: 2919.128174
	Iteration 72F: 3 clusters Score -754761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Entering Unmasked Estep 
Score: -4512955.500000 Penalty: 1750.394531
	Iteration 0F: 2 clusters Score -4512956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -4481073.500000 Penalty: 3500.789062
	Iteration 0F: 3 clusters Score -4481074 nChanged 22410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4493791.000000 Penalty: 3500.789062
	Iteration 1F: 3 clusters Score -4493791 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4494355.500000 Penalty: 3500.789062
	Iteration 2Q: 3 clusters Score -4494356 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4495012.500000 Penalty: 3500.789062
	Iteration 3Q: 3 clusters Score -4495012 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4495847.000000 Penalty: 3500.789062
	Iteration 4Q: 3 clusters Score -4495847 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4497037.500000 Penalty: 3500.789062
	Iteration 5Q: 3 clusters Score -4497038 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4498769.500000 Penalty: 3500.789062
	Iteration 6F: 3 clusters Score -4498770 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -4501349.000000 Penalty: 3500.789062
	Iteration 7F: 3 clusters Score -4501349 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4504548.500000 Penalty: 3500.789062
	Iteration 8F: 3 clusters Score -4504548 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -4507574.000000 Penalty: 3500.789062
	Iteration 9F: 3 clusters Score -4507574 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4509591.000000 Penalty: 3500.789062
	Iteration 10Q: 3 clusters Score -4509591 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4510627.500000 Penalty: 3500.789062
	Iteration 11Q: 3 clusters Score -4510628 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4511035.000000 Penalty: 3500.789062
	Iteration 12Q: 3 clusters Score -4511035 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4511221.500000 Penalty: 3500.789062
	Iteration 13Q: 3 clusters Score -4511222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4511321.000000 Penalty: 3500.789062
	Iteration 14Q: 3 clusters Score -4511321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4511362.500000 Penalty: 3500.789062
	Iteration 15Q: 3 clusters Score -4511362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4511381.500000 Penalty: 3500.789062
	Iteration 16Q: 3 clusters Score -4511382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4511392.000000 Penalty: 3500.789062
	Iteration 17Q: 3 clusters Score -4511392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4511392.000000 Penalty: 3500.789062
	Iteration 18Q: 3 clusters Score -4511392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4511398.000000 Penalty: 3500.789062
	Iteration 19Q: 3 clusters Score -4511398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4511399.500000 Penalty: 3500.789062
	Iteration 20F: 3 clusters Score -4511400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -88567.117188 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -88567.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -87179.242188 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -87179.24 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87465.601562 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -87465.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87578.960938 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -87578.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87649.210938 Penalty: 2259.947510
	Iteration 3F: 3 clusters Score -87649.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87716.320312 Penalty: 2259.947510
	Iteration 4Q: 3 clusters Score -87716.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87763.867188 Penalty: 2259.947510
	Iteration 5Q: 3 clusters Score -87763.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87803.859375 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -87803.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87852.414062 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -87852.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87905.968750 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -87905.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87945.992188 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -87945.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87970.414062 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -87970.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87999.992188 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -87999.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88015.812500 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -88015.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88027.351562 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -88027.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88035.796875 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -88035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -88044.367188 Penalty: 2259.947510
	Iteration 15Q: 3 clusters Score -88044.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88050.578125 Penalty: 2259.947510
	Iteration 16Q: 3 clusters Score -88050.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -88057.617188 Penalty: 2259.947510
	Iteration 17Q: 3 clusters Score -88057.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -88061.757812 Penalty: 2259.947510
	Iteration 18Q: 3 clusters Score -88061.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88062.078125 Penalty: 2259.947510
	Iteration 19Q: 3 clusters Score -88062.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -88076.734375 Penalty: 2259.947510
	Iteration 20F: 3 clusters Score -88076.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88092.695312 Penalty: 2259.947510
	Iteration 21Q: 3 clusters Score -88092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -88109.773438 Penalty: 2259.947510
	Iteration 22Q: 3 clusters Score -88109.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -88115.664062 Penalty: 2259.947510
	Iteration 23Q: 3 clusters Score -88115.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -88118.398438 Penalty: 2259.947510
	Iteration 24Q: 3 clusters Score -88118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -88118.398438 Penalty: 2259.947510
	Iteration 25F: 3 clusters Score -88118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Entering Unmasked Estep 
Score: -2464118.250000 Penalty: 1658.774414
	Iteration 0F: 2 clusters Score -2464118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2445816.000000 Penalty: 3317.548828
	Iteration 0F: 3 clusters Score -2445816 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2452581.000000 Penalty: 3317.548828
	Iteration 1F: 3 clusters Score -2452581 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2452917.250000 Penalty: 3317.548828
	Iteration 2Q: 3 clusters Score -2452917 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2453215.000000 Penalty: 3317.548828
	Iteration 3Q: 3 clusters Score -2453215 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2453560.750000 Penalty: 3317.548828
	Iteration 4Q: 3 clusters Score -2453561 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2454055.250000 Penalty: 3317.548828
	Iteration 5Q: 3 clusters Score -2454055 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2454769.500000 Penalty: 3317.548828
	Iteration 6Q: 3 clusters Score -2454770 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2455750.500000 Penalty: 3317.548828
	Iteration 7F: 3 clusters Score -2455750 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2457091.500000 Penalty: 3317.548828
	Iteration 8F: 3 clusters Score -2457092 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2458750.500000 Penalty: 3317.548828
	Iteration 9F: 3 clusters Score -2458750 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2460302.250000 Penalty: 3317.548828
	Iteration 10F: 3 clusters Score -2460302 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2461391.000000 Penalty: 3317.548828
	Iteration 11Q: 3 clusters Score -2461391 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2462007.750000 Penalty: 3317.548828
	Iteration 12Q: 3 clusters Score -2462008 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2462323.000000 Penalty: 3317.548828
	Iteration 13Q: 3 clusters Score -2462323 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2462501.250000 Penalty: 3317.548828
	Iteration 14Q: 3 clusters Score -2462501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2462576.500000 Penalty: 3317.548828
	Iteration 15Q: 3 clusters Score -2462576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2462628.000000 Penalty: 3317.548828
	Iteration 16Q: 3 clusters Score -2462628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2462657.750000 Penalty: 3317.548828
	Iteration 17Q: 3 clusters Score -2462658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2462695.500000 Penalty: 3317.548828
	Iteration 18Q: 3 clusters Score -2462696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2462712.500000 Penalty: 3317.548828
	Iteration 19Q: 3 clusters Score -2462712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2462722.750000 Penalty: 3317.548828
	Iteration 20F: 3 clusters Score -2462723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2462731.750000 Penalty: 3317.548828
	Iteration 21Q: 3 clusters Score -2462732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2462735.000000 Penalty: 3317.548828
	Iteration 22Q: 3 clusters Score -2462735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2462738.000000 Penalty: 3317.548828
	Iteration 23Q: 3 clusters Score -2462738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2462738.000000 Penalty: 3317.548828
	Iteration 24F: 3 clusters Score -2462738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Entering Unmasked Estep 
Score: -6674796.000000 Penalty: 1813.855957
	Iteration 0F: 2 clusters Score -6674796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -6627755.500000 Penalty: 3627.711914
	Iteration 0F: 3 clusters Score -6627756 nChanged 33320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -6646897.000000 Penalty: 3627.711914
	Iteration 1F: 3 clusters Score -6646897 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -6647653.000000 Penalty: 3627.711914
	Iteration 2Q: 3 clusters Score -6647653 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -6648770.000000 Penalty: 3627.711914
	Iteration 3Q: 3 clusters Score -6648770 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6650668.000000 Penalty: 3627.711914
	Iteration 4F: 3 clusters Score -6650668 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -6653822.000000 Penalty: 3627.711914
	Iteration 5F: 3 clusters Score -6653822 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -6658912.000000 Penalty: 3627.711914
	Iteration 6F: 3 clusters Score -6658912 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -6664958.000000 Penalty: 3627.711914
	Iteration 7F: 3 clusters Score -6664958 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6669741.000000 Penalty: 3627.711914
	Iteration 8F: 3 clusters Score -6669741 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6672045.000000 Penalty: 3627.711914
	Iteration 9Q: 3 clusters Score -6672045 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6672824.000000 Penalty: 3627.711914
	Iteration 10Q: 3 clusters Score -6672824 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6673065.000000 Penalty: 3627.711914
	Iteration 11Q: 3 clusters Score -6673065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6673148.000000 Penalty: 3627.711914
	Iteration 12Q: 3 clusters Score -6673148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6673180.500000 Penalty: 3627.711914
	Iteration 13Q: 3 clusters Score -6673180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6673198.500000 Penalty: 3627.711914
	Iteration 14Q: 3 clusters Score -6673198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6673205.500000 Penalty: 3627.711914
	Iteration 15Q: 3 clusters Score -6673206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6673204.000000 Penalty: 3627.711914
	Iteration 16Q: 3 clusters Score -6673204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6673210.500000 Penalty: 3627.711914
	Iteration 17Q: 3 clusters Score -6673210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6673210.000000 Penalty: 3627.711914
	Iteration 18Q: 3 clusters Score -6673210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6673210.000000 Penalty: 3627.711914
	Iteration 19Q: 3 clusters Score -6673210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6673210.000000 Penalty: 3627.711914
	Iteration 20F: 3 clusters Score -6673210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9585.938477 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -9585.938 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 88 members 
Entering Unmasked Estep 
Score: -8976.963867 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -8976.964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9105.075195 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -9105.075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9262.908203 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -9262.908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9396.834961 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -9396.835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9474.557617 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -9474.558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9539.932617 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -9539.933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9566.146484 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -9566.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9583.469727 Penalty: 1669.134521
	Iteration 7Q: 3 clusters Score -9583.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9593.345703 Penalty: 1669.134521
	Iteration 8Q: 3 clusters Score -9593.346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9593.345703 Penalty: 1669.134521
	Iteration 9F: 3 clusters Score -9593.346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58416 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184728 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49041 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9251 members 
Mstep: Class 9 contains 132137 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27115 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 59 members 
Mstep: Class 22 contains 67284 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 111 members 
Entering Unmasked Estep 
Score: -66468384.000000 Penalty: 57017.796875
Splitting cluster 21 changes total score from -66469808.000000 to -66468384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (67284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Entering Unmasked Estep 
Score: -6358460.500000 Penalty: 1806.460083
	Iteration 0F: 2 clusters Score -6358460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -6313537.000000 Penalty: 3612.920166
	Iteration 0F: 3 clusters Score -6313537 nChanged 31821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -6332371.000000 Penalty: 3612.920166
	Iteration 1F: 3 clusters Score -6332371 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -6334065.500000 Penalty: 3612.920166
	Iteration 2Q: 3 clusters Score -6334066 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6337039.500000 Penalty: 3612.920166
	Iteration 3F: 3 clusters Score -6337040 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -6342203.000000 Penalty: 3612.920166
	Iteration 4F: 3 clusters Score -6342203 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -6348497.500000 Penalty: 3612.920166
	Iteration 5F: 3 clusters Score -6348498 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -6353545.000000 Penalty: 3612.920166
	Iteration 6F: 3 clusters Score -6353545 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -6355913.000000 Penalty: 3612.920166
	Iteration 7Q: 3 clusters Score -6355913 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -6356555.000000 Penalty: 3612.920166
	Iteration 8Q: 3 clusters Score -6356555 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -6356753.500000 Penalty: 3612.920166
	Iteration 9Q: 3 clusters Score -6356754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -6356807.000000 Penalty: 3612.920166
	Iteration 10Q: 3 clusters Score -6356807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -6356826.000000 Penalty: 3612.920166
	Iteration 11Q: 3 clusters Score -6356826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -6356843.500000 Penalty: 3612.920166
	Iteration 12Q: 3 clusters Score -6356844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -6356849.500000 Penalty: 3612.920166
	Iteration 13Q: 3 clusters Score -6356850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -6356849.500000 Penalty: 3612.920166
	Iteration 14F: 3 clusters Score -6356850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -132711.156250 Penalty: 1187.311401
	Iteration 0F: 2 clusters Score -132711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130926.437500 Penalty: 2374.622803
	Iteration 0F: 3 clusters Score -130926.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131277.406250 Penalty: 2374.622803
	Iteration 1F: 3 clusters Score -131277.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -131372.796875 Penalty: 2374.622803
	Iteration 2F: 3 clusters Score -131372.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -131410.250000 Penalty: 2374.622803
	Iteration 3Q: 3 clusters Score -131410.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131431.484375 Penalty: 2374.622803
	Iteration 4Q: 3 clusters Score -131431.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -131443.234375 Penalty: 2374.622803
	Iteration 5Q: 3 clusters Score -131443.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131451.250000 Penalty: 2374.622803
	Iteration 6Q: 3 clusters Score -131451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -131457.562500 Penalty: 2374.622803
	Iteration 7Q: 3 clusters Score -131457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131462.421875 Penalty: 2374.622803
	Iteration 8Q: 3 clusters Score -131462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131466.484375 Penalty: 2374.622803
	Iteration 9Q: 3 clusters Score -131466.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -131471.312500 Penalty: 2374.622803
	Iteration 10Q: 3 clusters Score -131471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131474.281250 Penalty: 2374.622803
	Iteration 11Q: 3 clusters Score -131474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131475.046875 Penalty: 2374.622803
	Iteration 12Q: 3 clusters Score -131475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131475.140625 Penalty: 2374.622803
	Iteration 13Q: 3 clusters Score -131475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131475.140625 Penalty: 2374.622803
	Iteration 14F: 3 clusters Score -131475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -36024.097656 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -36024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34990.750000 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -34990.75 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35190.253906 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -35190.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35278.878906 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -35278.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35348.617188 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -35348.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35407.027344 Penalty: 2025.545654
	Iteration 4F: 3 clusters Score -35407.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35452.292969 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -35452.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35473.621094 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -35473.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35505.472656 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -35505.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35535.316406 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -35535.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35568.378906 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -35568.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35599.222656 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -35599.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35615.753906 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -35615.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35626.105469 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -35626.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35632.699219 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -35632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35637.179688 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -35637.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35637.179688 Penalty: 2025.545654
	Iteration 15F: 3 clusters Score -35637.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -63001.894531 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -63001.89 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 354 members 
Entering Unmasked Estep 
Score: -61756.703125 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -61756.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61956.820312 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -61956.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62022.351562 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -62022.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62050.332031 Penalty: 2148.038574
	Iteration 3Q: 3 clusters Score -62050.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62065.070312 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -62065.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62075.953125 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -62075.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62081.519531 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -62081.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62083.023438 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -62083.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62084.097656 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -62084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62084.097656 Penalty: 2148.038574
	Iteration 9F: 3 clusters Score -62084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58416 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184728 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49041 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9251 members 
Mstep: Class 9 contains 132137 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27115 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67284 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469780.000000 Penalty: 54824.804688
Iteration 359Q: 26 clusters Score -6.646978e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58415 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184727 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49038 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9232 members 
Mstep: Class 9 contains 132136 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27123 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67278 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469748.000000 Penalty: 54824.804688
Iteration 360F: 26 clusters Score -6.646975e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58409 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184731 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49038 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 9213 members 
Mstep: Class 9 contains 132136 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41499 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7957 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27128 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67270 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469804.000000 Penalty: 54824.804688
Iteration 361Q: 26 clusters Score -6.64698e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58399 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184740 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49039 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 132129 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41499 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 47650 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27121 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67270 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469704.000000 Penalty: 54824.804688
Iteration 362Q: 26 clusters Score -6.64697e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58397 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184743 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49041 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9194 members 
Mstep: Class 9 contains 132120 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41500 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27113 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67266 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469728.000000 Penalty: 54824.804688
Iteration 363Q: 26 clusters Score -6.646973e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58396 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184753 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49040 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9202 members 
Mstep: Class 9 contains 132110 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7957 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27101 members 
Mstep: Class 20 contains 70418 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67261 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469776.000000 Penalty: 54824.804688
Iteration 364Q: 26 clusters Score -6.646978e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58394 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184765 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49036 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9209 members 
Mstep: Class 9 contains 132105 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3300 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7957 members 
Mstep: Class 17 contains 47650 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27095 members 
Mstep: Class 20 contains 70418 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67255 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469772.000000 Penalty: 54824.804688
Iteration 365Q: 26 clusters Score -6.646977e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58392 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184780 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49036 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9215 members 
Mstep: Class 9 contains 132091 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41502 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47650 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27093 members 
Mstep: Class 20 contains 70418 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67248 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469744.000000 Penalty: 54824.804688
Iteration 366Q: 26 clusters Score -6.646974e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58390 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184778 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49036 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 9223 members 
Mstep: Class 9 contains 132089 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41502 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 47647 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27090 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67250 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469816.000000 Penalty: 54824.804688
Iteration 367Q: 26 clusters Score -6.646982e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58389 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184772 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49039 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 9224 members 
Mstep: Class 9 contains 132089 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41502 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7959 members 
Mstep: Class 17 contains 47644 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27090 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67251 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469828.000000 Penalty: 54824.804688
Iteration 368Q: 26 clusters Score -6.646983e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58387 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184762 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49036 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 9226 members 
Mstep: Class 9 contains 132090 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41504 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47640 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27092 members 
Mstep: Class 20 contains 70420 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67253 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469844.000000 Penalty: 54824.804688
Iteration 369Q: 26 clusters Score -6.646984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58387 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184761 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49035 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9228 members 
Mstep: Class 9 contains 132086 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41509 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47634 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27089 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67253 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469860.000000 Penalty: 54824.804688
Iteration 370Q: 26 clusters Score -6.646986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58388 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184761 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49034 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 132082 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47636 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27081 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67249 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469840.000000 Penalty: 54824.804688
Iteration 371Q: 26 clusters Score -6.646984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58385 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184757 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49034 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 132086 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3337 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47637 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27078 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67248 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469856.000000 Penalty: 54824.804688
Iteration 372Q: 26 clusters Score -6.646986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58384 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184756 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49034 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 132087 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41513 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47636 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27073 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67247 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469808.000000 Penalty: 54824.804688
Iteration 373Q: 26 clusters Score -6.646981e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58384 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184759 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49032 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9231 members 
Mstep: Class 9 contains 132089 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41513 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47634 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27068 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67245 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469808.000000 Penalty: 54824.804688
Iteration 374Q: 26 clusters Score -6.646981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58385 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184762 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49032 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9233 members 
Mstep: Class 9 contains 132091 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41513 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27059 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67243 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469848.000000 Penalty: 54824.804688
Iteration 375Q: 26 clusters Score -6.646985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58387 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184764 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49032 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9236 members 
Mstep: Class 9 contains 132090 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41512 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27054 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67242 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469892.000000 Penalty: 54824.804688
Iteration 376Q: 26 clusters Score -6.646989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58384 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184764 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49032 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9236 members 
Mstep: Class 9 contains 132094 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41512 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47626 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27048 members 
Mstep: Class 20 contains 70424 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67241 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469860.000000 Penalty: 54824.804688
Iteration 377Q: 26 clusters Score -6.646986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58383 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184765 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49031 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9241 members 
Mstep: Class 9 contains 132094 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3368 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27041 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67239 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469892.000000 Penalty: 54824.804688
Iteration 378Q: 26 clusters Score -6.646989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184766 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9240 members 
Mstep: Class 9 contains 132096 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27037 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67237 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469912.000000 Penalty: 54824.804688
Iteration 379Q: 26 clusters Score -6.646991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58381 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184761 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 132098 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3385 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47629 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27041 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67236 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469860.000000 Penalty: 54824.804688
Iteration 380F: 26 clusters Score -6.646986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58381 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184761 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9218 members 
Mstep: Class 9 contains 132097 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41516 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27042 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67235 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469896.000000 Penalty: 54824.804688
Iteration 381Q: 26 clusters Score -6.64699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184761 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9207 members 
Mstep: Class 9 contains 132098 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3414 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27037 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67232 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469860.000000 Penalty: 54824.804688
Iteration 382Q: 26 clusters Score -6.646986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 184765 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 132095 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41513 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27036 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67230 members 
Mstep: Class 23 contains 1491 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469836.000000 Penalty: 54824.804688
Iteration 383Q: 26 clusters Score -6.646984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184767 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 132095 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41512 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27029 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67227 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469884.000000 Penalty: 54824.804688
Iteration 384Q: 26 clusters Score -6.646988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184763 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 8643 members 
Mstep: Class 8 contains 9192 members 
Mstep: Class 9 contains 132093 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41513 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27029 members 
Mstep: Class 20 contains 70423 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67227 members 
Mstep: Class 23 contains 1490 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469860.000000 Penalty: 54824.804688
Iteration 385Q: 26 clusters Score -6.646986e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184764 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9185 members 
Mstep: Class 9 contains 132090 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27022 members 
Mstep: Class 20 contains 70424 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67227 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469912.000000 Penalty: 54824.804688
Iteration 386Q: 26 clusters Score -6.646991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184766 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 9182 members 
Mstep: Class 9 contains 132091 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47626 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27020 members 
Mstep: Class 20 contains 70423 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67225 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469852.000000 Penalty: 54824.804688
Iteration 387Q: 26 clusters Score -6.646985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184769 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 9183 members 
Mstep: Class 9 contains 132090 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3467 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47626 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27016 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67223 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469872.000000 Penalty: 54824.804688
Iteration 388Q: 26 clusters Score -6.646987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184769 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9185 members 
Mstep: Class 9 contains 132088 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3472 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27011 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67222 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469864.000000 Penalty: 54824.804688
Iteration 389Q: 26 clusters Score -6.646986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184769 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9187 members 
Mstep: Class 9 contains 132087 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 27002 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67221 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469872.000000 Penalty: 54824.804688
Iteration 390Q: 26 clusters Score -6.646987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184773 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 132089 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26989 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67221 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469888.000000 Penalty: 54824.804688
Iteration 391Q: 26 clusters Score -6.646989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184776 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9191 members 
Mstep: Class 9 contains 132087 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26978 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67220 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469872.000000 Penalty: 54824.804688
Iteration 392Q: 26 clusters Score -6.646987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58383 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184772 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 132087 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26968 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67220 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469860.000000 Penalty: 54824.804688
Iteration 393Q: 26 clusters Score -6.646986e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58383 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184765 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9200 members 
Mstep: Class 9 contains 132086 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26960 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67220 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469916.000000 Penalty: 54824.804688
Iteration 394Q: 26 clusters Score -6.646992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58383 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184765 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9204 members 
Mstep: Class 9 contains 132083 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26948 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67221 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469860.000000 Penalty: 54824.804688
Iteration 395Q: 26 clusters Score -6.646986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58382 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184758 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9206 members 
Mstep: Class 9 contains 132083 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47629 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26947 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67222 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469880.000000 Penalty: 54824.804688
Iteration 396Q: 26 clusters Score -6.646988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58379 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184755 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9210 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47630 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26944 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67224 members 
Mstep: Class 23 contains 1496 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469884.000000 Penalty: 54824.804688
Iteration 397Q: 26 clusters Score -6.646988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58375 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184755 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9206 members 
Mstep: Class 9 contains 132080 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 3538 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47632 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26942 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67224 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469904.000000 Penalty: 54824.804688
Iteration 398Q: 26 clusters Score -6.64699e+07 nChanged 21
Entering ConstructFrom: 
Score: -66469904.000000 Penalty: 54824.804688
Entering ConstructFrom: 
Trying to split cluster 1 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -92518.593750 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -92518.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -91018.750000 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -91018.75 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -91311.718750 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -91311.72 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -91430.304688 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -91430.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -91514.156250 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -91514.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -91588.718750 Penalty: 2276.586670
	Iteration 4F: 3 clusters Score -91588.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91641.203125 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -91641.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -91690.546875 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -91690.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -91727.398438 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -91727.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -91744.437500 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -91744.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -91763.210938 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -91763.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91774.695312 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -91774.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91784.820312 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -91784.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -91790.171875 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -91790.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -91794.375000 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -91794.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -91795.296875 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -91795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -91795.734375 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -91795.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -91796.062500 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -91796.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91796.898438 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -91796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91796.898438 Penalty: 2276.586670
	Iteration 18F: 3 clusters Score -91796.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Entering Unmasked Estep 
Score: -5513251.000000 Penalty: 1783.373901
	Iteration 0F: 2 clusters Score -5513251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -5474138.000000 Penalty: 3566.747803
	Iteration 0F: 3 clusters Score -5474138 nChanged 27472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -5490294.500000 Penalty: 3566.747803
	Iteration 1F: 3 clusters Score -5490294 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -5491140.500000 Penalty: 3566.747803
	Iteration 2Q: 3 clusters Score -5491140 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -5492153.500000 Penalty: 3566.747803
	Iteration 3Q: 3 clusters Score -5492154 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5493674.000000 Penalty: 3566.747803
	Iteration 4Q: 3 clusters Score -5493674 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -5495735.000000 Penalty: 3566.747803
	Iteration 5F: 3 clusters Score -5495735 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5498102.000000 Penalty: 3566.747803
	Iteration 6F: 3 clusters Score -5498102 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -5500690.500000 Penalty: 3566.747803
	Iteration 7F: 3 clusters Score -5500690 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5503138.000000 Penalty: 3566.747803
	Iteration 8F: 3 clusters Score -5503138 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -5505277.000000 Penalty: 3566.747803
	Iteration 9Q: 3 clusters Score -5505277 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -5506912.000000 Penalty: 3566.747803
	Iteration 10Q: 3 clusters Score -5506912 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -5508043.000000 Penalty: 3566.747803
	Iteration 11Q: 3 clusters Score -5508043 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -5508913.500000 Penalty: 3566.747803
	Iteration 12Q: 3 clusters Score -5508914 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -5509586.500000 Penalty: 3566.747803
	Iteration 13Q: 3 clusters Score -5509586 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -5510095.000000 Penalty: 3566.747803
	Iteration 14Q: 3 clusters Score -5510095 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -5510512.000000 Penalty: 3566.747803
	Iteration 15Q: 3 clusters Score -5510512 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -5510760.000000 Penalty: 3566.747803
	Iteration 16Q: 3 clusters Score -5510760 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -5510953.000000 Penalty: 3566.747803
	Iteration 17Q: 3 clusters Score -5510953 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -5511103.000000 Penalty: 3566.747803
	Iteration 18Q: 3 clusters Score -5511103 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -5511217.000000 Penalty: 3566.747803
	Iteration 19Q: 3 clusters Score -5511217 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -5511311.500000 Penalty: 3566.747803
	Iteration 20F: 3 clusters Score -5511312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -5511401.500000 Penalty: 3566.747803
	Iteration 21Q: 3 clusters Score -5511402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -5511450.500000 Penalty: 3566.747803
	Iteration 22Q: 3 clusters Score -5511450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -5511488.500000 Penalty: 3566.747803
	Iteration 23Q: 3 clusters Score -5511488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -5511532.000000 Penalty: 3566.747803
	Iteration 24Q: 3 clusters Score -5511532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -5511556.500000 Penalty: 3566.747803
	Iteration 25Q: 3 clusters Score -5511556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -5511587.500000 Penalty: 3566.747803
	Iteration 26Q: 3 clusters Score -5511588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -5511605.000000 Penalty: 3566.747803
	Iteration 27Q: 3 clusters Score -5511605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -5511614.500000 Penalty: 3566.747803
	Iteration 28Q: 3 clusters Score -5511614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -5511632.500000 Penalty: 3566.747803
	Iteration 29Q: 3 clusters Score -5511632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -5511650.000000 Penalty: 3566.747803
	Iteration 30Q: 3 clusters Score -5511650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -5511671.500000 Penalty: 3566.747803
	Iteration 31Q: 3 clusters Score -5511672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -5511674.500000 Penalty: 3566.747803
	Iteration 32Q: 3 clusters Score -5511674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -5511677.000000 Penalty: 3566.747803
	Iteration 33Q: 3 clusters Score -5511677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -5511686.500000 Penalty: 3566.747803
	Iteration 34Q: 3 clusters Score -5511686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -5511693.500000 Penalty: 3566.747803
	Iteration 35Q: 3 clusters Score -5511694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -5511695.000000 Penalty: 3566.747803
	Iteration 36Q: 3 clusters Score -5511695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -5511696.000000 Penalty: 3566.747803
	Iteration 37Q: 3 clusters Score -5511696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -5511701.500000 Penalty: 3566.747803
	Iteration 38Q: 3 clusters Score -5511702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -5511704.000000 Penalty: 3566.747803
	Iteration 39Q: 3 clusters Score -5511704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -5511705.000000 Penalty: 3566.747803
	Iteration 40F: 3 clusters Score -5511705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -5511706.000000 Penalty: 3566.747803
	Iteration 41Q: 3 clusters Score -5511706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -5511707.000000 Penalty: 3566.747803
	Iteration 42Q: 3 clusters Score -5511707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -5511714.000000 Penalty: 3566.747803
	Iteration 43Q: 3 clusters Score -5511714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -5511714.000000 Penalty: 3566.747803
	Iteration 44F: 3 clusters Score -5511714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Entering Unmasked Estep 
Score: -849504.375000 Penalty: 1481.247559
	Iteration 0F: 2 clusters Score -849504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -842945.750000 Penalty: 2962.495117
	Iteration 0F: 3 clusters Score -842945.8 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -845059.250000 Penalty: 2962.495117
	Iteration 1F: 3 clusters Score -845059.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -845309.875000 Penalty: 2962.495117
	Iteration 2F: 3 clusters Score -845309.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -845519.250000 Penalty: 2962.495117
	Iteration 3F: 3 clusters Score -845519.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -845725.437500 Penalty: 2962.495117
	Iteration 4Q: 3 clusters Score -845725.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -845983.500000 Penalty: 2962.495117
	Iteration 5Q: 3 clusters Score -845983.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -846269.187500 Penalty: 2962.495117
	Iteration 6Q: 3 clusters Score -846269.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -846592.812500 Penalty: 2962.495117
	Iteration 7Q: 3 clusters Score -846592.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -846874.375000 Penalty: 2962.495117
	Iteration 8Q: 3 clusters Score -846874.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -847125.437500 Penalty: 2962.495117
	Iteration 9Q: 3 clusters Score -847125.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -847347.812500 Penalty: 2962.495117
	Iteration 10Q: 3 clusters Score -847347.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -847505.750000 Penalty: 2962.495117
	Iteration 11Q: 3 clusters Score -847505.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -847604.250000 Penalty: 2962.495117
	Iteration 12Q: 3 clusters Score -847604.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -847663.937500 Penalty: 2962.495117
	Iteration 13Q: 3 clusters Score -847663.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -847703.875000 Penalty: 2962.495117
	Iteration 14Q: 3 clusters Score -847703.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -847741.375000 Penalty: 2962.495117
	Iteration 15Q: 3 clusters Score -847741.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -847769.062500 Penalty: 2962.495117
	Iteration 16Q: 3 clusters Score -847769.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -847796.250000 Penalty: 2962.495117
	Iteration 17Q: 3 clusters Score -847796.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -847816.625000 Penalty: 2962.495117
	Iteration 18Q: 3 clusters Score -847816.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -847836.875000 Penalty: 2962.495117
	Iteration 19Q: 3 clusters Score -847836.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -847862.625000 Penalty: 2962.495117
	Iteration 20F: 3 clusters Score -847862.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -847882.062500 Penalty: 2962.495117
	Iteration 21Q: 3 clusters Score -847882.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -847905.937500 Penalty: 2962.495117
	Iteration 22Q: 3 clusters Score -847905.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -847927.687500 Penalty: 2962.495117
	Iteration 23Q: 3 clusters Score -847927.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -847948.250000 Penalty: 2962.495117
	Iteration 24Q: 3 clusters Score -847948.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -847973.562500 Penalty: 2962.495117
	Iteration 25Q: 3 clusters Score -847973.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -848008.187500 Penalty: 2962.495117
	Iteration 26Q: 3 clusters Score -848008.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -848045.875000 Penalty: 2962.495117
	Iteration 27Q: 3 clusters Score -848045.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -848097.062500 Penalty: 2962.495117
	Iteration 28Q: 3 clusters Score -848097.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -848145.625000 Penalty: 2962.495117
	Iteration 29Q: 3 clusters Score -848145.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -848199.000000 Penalty: 2962.495117
	Iteration 30Q: 3 clusters Score -848199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -848241.000000 Penalty: 2962.495117
	Iteration 31Q: 3 clusters Score -848241 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -848276.625000 Penalty: 2962.495117
	Iteration 32Q: 3 clusters Score -848276.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -848310.187500 Penalty: 2962.495117
	Iteration 33Q: 3 clusters Score -848310.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -848337.500000 Penalty: 2962.495117
	Iteration 34Q: 3 clusters Score -848337.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -848368.437500 Penalty: 2962.495117
	Iteration 35Q: 3 clusters Score -848368.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -848403.500000 Penalty: 2962.495117
	Iteration 36Q: 3 clusters Score -848403.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -848429.750000 Penalty: 2962.495117
	Iteration 37Q: 3 clusters Score -848429.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -848451.625000 Penalty: 2962.495117
	Iteration 38Q: 3 clusters Score -848451.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -848476.500000 Penalty: 2962.495117
	Iteration 39Q: 3 clusters Score -848476.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -848494.812500 Penalty: 2962.495117
	Iteration 40F: 3 clusters Score -848494.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -848506.250000 Penalty: 2962.495117
	Iteration 41Q: 3 clusters Score -848506.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -848525.187500 Penalty: 2962.495117
	Iteration 42Q: 3 clusters Score -848525.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -848540.125000 Penalty: 2962.495117
	Iteration 43Q: 3 clusters Score -848540.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -848551.312500 Penalty: 2962.495117
	Iteration 44Q: 3 clusters Score -848551.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -848563.500000 Penalty: 2962.495117
	Iteration 45Q: 3 clusters Score -848563.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -848566.000000 Penalty: 2962.495117
	Iteration 46Q: 3 clusters Score -848566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -848570.500000 Penalty: 2962.495117
	Iteration 47Q: 3 clusters Score -848570.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -848572.437500 Penalty: 2962.495117
	Iteration 48Q: 3 clusters Score -848572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -848572.187500 Penalty: 2962.495117
	Iteration 49Q: 3 clusters Score -848572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -848573.812500 Penalty: 2962.495117
	Iteration 50Q: 3 clusters Score -848573.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -848576.812500 Penalty: 2962.495117
	Iteration 51Q: 3 clusters Score -848576.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -848578.187500 Penalty: 2962.495117
	Iteration 52Q: 3 clusters Score -848578.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -848578.375000 Penalty: 2962.495117
	Iteration 53Q: 3 clusters Score -848578.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -848582.250000 Penalty: 2962.495117
	Iteration 54Q: 3 clusters Score -848582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -848584.750000 Penalty: 2962.495117
	Iteration 55Q: 3 clusters Score -848584.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -848586.937500 Penalty: 2962.495117
	Iteration 56Q: 3 clusters Score -848586.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -848586.562500 Penalty: 2962.495117
	Iteration 57Q: 3 clusters Score -848586.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -848589.312500 Penalty: 2962.495117
	Iteration 58Q: 3 clusters Score -848589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -848592.687500 Penalty: 2962.495117
	Iteration 59Q: 3 clusters Score -848592.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -848595.937500 Penalty: 2962.495117
	Iteration 60F: 3 clusters Score -848595.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -848601.250000 Penalty: 2962.495117
	Iteration 61Q: 3 clusters Score -848601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -848604.375000 Penalty: 2962.495117
	Iteration 62Q: 3 clusters Score -848604.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -848606.312500 Penalty: 2962.495117
	Iteration 63Q: 3 clusters Score -848606.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -848605.312500 Penalty: 2962.495117
	Iteration 64Q: 3 clusters Score -848605.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -848609.812500 Penalty: 2962.495117
	Iteration 65Q: 3 clusters Score -848609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -848612.062500 Penalty: 2962.495117
	Iteration 66Q: 3 clusters Score -848612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -848613.312500 Penalty: 2962.495117
	Iteration 67Q: 3 clusters Score -848613.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -848616.625000 Penalty: 2962.495117
	Iteration 68Q: 3 clusters Score -848616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -848617.562500 Penalty: 2962.495117
	Iteration 69Q: 3 clusters Score -848617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -848617.437500 Penalty: 2962.495117
	Iteration 70Q: 3 clusters Score -848617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -848615.875000 Penalty: 2962.495117
	Iteration 71Q: 3 clusters Score -848615.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -848618.062500 Penalty: 2962.495117
	Iteration 72Q: 3 clusters Score -848618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -848617.687500 Penalty: 2962.495117
	Iteration 73Q: 3 clusters Score -848617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -848617.687500 Penalty: 2962.495117
	Iteration 74Q: 3 clusters Score -848617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -848619.937500 Penalty: 2962.495117
	Iteration 75Q: 3 clusters Score -848619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -848618.937500 Penalty: 2962.495117
	Iteration 76Q: 3 clusters Score -848618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -848620.625000 Penalty: 2962.495117
	Iteration 77Q: 3 clusters Score -848620.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -848621.875000 Penalty: 2962.495117
	Iteration 78Q: 3 clusters Score -848621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -848622.000000 Penalty: 2962.495117
	Iteration 79Q: 3 clusters Score -848622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -848621.750000 Penalty: 2962.495117
	Iteration 80F: 3 clusters Score -848621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -848623.312500 Penalty: 2962.495117
	Iteration 81Q: 3 clusters Score -848623.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -848623.375000 Penalty: 2962.495117
	Iteration 82Q: 3 clusters Score -848623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -848622.500000 Penalty: 2962.495117
	Iteration 83Q: 3 clusters Score -848622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -848623.062500 Penalty: 2962.495117
	Iteration 84Q: 3 clusters Score -848623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -848623.000000 Penalty: 2962.495117
	Iteration 85Q: 3 clusters Score -848623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -848624.062500 Penalty: 2962.495117
	Iteration 86Q: 3 clusters Score -848624.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -848624.062500 Penalty: 2962.495117
	Iteration 87F: 3 clusters Score -848624.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (184756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184756 members 
Entering Unmasked Estep 
Score: -17275500.000000 Penalty: 1970.603516
	Iteration 0F: 2 clusters Score -1.72755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -17153948.000000 Penalty: 3941.207031
	Iteration 0F: 3 clusters Score -1.715395e+07 nChanged 89308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -17207164.000000 Penalty: 3941.207031
	Iteration 1F: 3 clusters Score -1.720716e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -17208594.000000 Penalty: 3941.207031
	Iteration 2Q: 3 clusters Score -1.720859e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -17210722.000000 Penalty: 3941.207031
	Iteration 3Q: 3 clusters Score -1.721072e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -17214526.000000 Penalty: 3941.207031
	Iteration 4Q: 3 clusters Score -1.721453e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124423 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -17220888.000000 Penalty: 3941.207031
	Iteration 5F: 3 clusters Score -1.722089e+07 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137429 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -17231004.000000 Penalty: 3941.207031
	Iteration 6F: 3 clusters Score -1.7231e+07 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -17244482.000000 Penalty: 3941.207031
	Iteration 7F: 3 clusters Score -1.724448e+07 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163248 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -17258466.000000 Penalty: 3941.207031
	Iteration 8F: 3 clusters Score -1.725847e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172310 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -17266874.000000 Penalty: 3941.207031
	Iteration 9Q: 3 clusters Score -1.726687e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178155 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -17271032.000000 Penalty: 3941.207031
	Iteration 10Q: 3 clusters Score -1.727103e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181408 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -17272760.000000 Penalty: 3941.207031
	Iteration 11Q: 3 clusters Score -1.727276e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -17273488.000000 Penalty: 3941.207031
	Iteration 12Q: 3 clusters Score -1.727349e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183751 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17273734.000000 Penalty: 3941.207031
	Iteration 13Q: 3 clusters Score -1.727373e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184083 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -17273792.000000 Penalty: 3941.207031
	Iteration 14Q: 3 clusters Score -1.727379e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184241 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -17273896.000000 Penalty: 3941.207031
	Iteration 15Q: 3 clusters Score -1.72739e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184326 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -17273926.000000 Penalty: 3941.207031
	Iteration 16Q: 3 clusters Score -1.727393e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184366 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -17273942.000000 Penalty: 3941.207031
	Iteration 17Q: 3 clusters Score -1.727394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184394 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -17273932.000000 Penalty: 3941.207031
	Iteration 18Q: 3 clusters Score -1.727393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184415 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -17273958.000000 Penalty: 3941.207031
	Iteration 19Q: 3 clusters Score -1.727396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184433 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -17273960.000000 Penalty: 3941.207031
	Iteration 20F: 3 clusters Score -1.727396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17273996.000000 Penalty: 3941.207031
	Iteration 21Q: 3 clusters Score -1.7274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184446 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17274006.000000 Penalty: 3941.207031
	Iteration 22Q: 3 clusters Score -1.727401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184453 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17274000.000000 Penalty: 3941.207031
	Iteration 23Q: 3 clusters Score -1.7274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184457 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17274006.000000 Penalty: 3941.207031
	Iteration 24Q: 3 clusters Score -1.727401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184462 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17274006.000000 Penalty: 3941.207031
	Iteration 25Q: 3 clusters Score -1.727401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184468 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17274002.000000 Penalty: 3941.207031
	Iteration 26Q: 3 clusters Score -1.7274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184468 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17274006.000000 Penalty: 3941.207031
	Iteration 27Q: 3 clusters Score -1.727401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184467 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17274012.000000 Penalty: 3941.207031
	Iteration 28Q: 3 clusters Score -1.727401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184467 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17274012.000000 Penalty: 3941.207031
	Iteration 29F: 3 clusters Score -1.727401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16536.189453 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -16536.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15755.067383 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -15755.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15949.820312 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -15949.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16038.448242 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -16038.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16082.500977 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -16082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16107.419922 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -16107.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16140.041992 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -16140.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16165.781250 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -16165.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16173.944336 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -16173.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16175.377930 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -16175.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16175.377930 Penalty: 1823.078369
	Iteration 9F: 3 clusters Score -16175.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Entering Unmasked Estep 
Score: -4645092.500000 Penalty: 1755.020508
	Iteration 0F: 2 clusters Score -4645092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4612276.000000 Penalty: 3510.041016
	Iteration 0F: 3 clusters Score -4612276 nChanged 23029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4625383.000000 Penalty: 3510.041016
	Iteration 1F: 3 clusters Score -4625383 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -4625912.000000 Penalty: 3510.041016
	Iteration 2Q: 3 clusters Score -4625912 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -4626642.000000 Penalty: 3510.041016
	Iteration 3Q: 3 clusters Score -4626642 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4627663.500000 Penalty: 3510.041016
	Iteration 4Q: 3 clusters Score -4627664 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -4629037.000000 Penalty: 3510.041016
	Iteration 5F: 3 clusters Score -4629037 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4630959.000000 Penalty: 3510.041016
	Iteration 6F: 3 clusters Score -4630959 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4633505.000000 Penalty: 3510.041016
	Iteration 7F: 3 clusters Score -4633505 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4636163.000000 Penalty: 3510.041016
	Iteration 8F: 3 clusters Score -4636163 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -4637986.000000 Penalty: 3510.041016
	Iteration 9F: 3 clusters Score -4637986 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4638785.000000 Penalty: 3510.041016
	Iteration 10Q: 3 clusters Score -4638785 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4639172.000000 Penalty: 3510.041016
	Iteration 11Q: 3 clusters Score -4639172 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4639457.000000 Penalty: 3510.041016
	Iteration 12Q: 3 clusters Score -4639457 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4639693.500000 Penalty: 3510.041016
	Iteration 13Q: 3 clusters Score -4639694 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4639866.500000 Penalty: 3510.041016
	Iteration 14Q: 3 clusters Score -4639866 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4640099.500000 Penalty: 3510.041016
	Iteration 15Q: 3 clusters Score -4640100 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4640286.000000 Penalty: 3510.041016
	Iteration 16Q: 3 clusters Score -4640286 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4640459.000000 Penalty: 3510.041016
	Iteration 17Q: 3 clusters Score -4640459 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4640608.500000 Penalty: 3510.041016
	Iteration 18Q: 3 clusters Score -4640608 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4640791.500000 Penalty: 3510.041016
	Iteration 19Q: 3 clusters Score -4640792 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4640937.000000 Penalty: 3510.041016
	Iteration 20F: 3 clusters Score -4640937 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4641076.000000 Penalty: 3510.041016
	Iteration 21Q: 3 clusters Score -4641076 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4641198.500000 Penalty: 3510.041016
	Iteration 22Q: 3 clusters Score -4641198 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -4641307.000000 Penalty: 3510.041016
	Iteration 23Q: 3 clusters Score -4641307 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -4641419.000000 Penalty: 3510.041016
	Iteration 24Q: 3 clusters Score -4641419 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4641496.000000 Penalty: 3510.041016
	Iteration 25Q: 3 clusters Score -4641496 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -4641596.500000 Penalty: 3510.041016
	Iteration 26Q: 3 clusters Score -4641596 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4641708.500000 Penalty: 3510.041016
	Iteration 27Q: 3 clusters Score -4641708 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4641836.500000 Penalty: 3510.041016
	Iteration 28Q: 3 clusters Score -4641836 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -4641993.500000 Penalty: 3510.041016
	Iteration 29Q: 3 clusters Score -4641994 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4642170.500000 Penalty: 3510.041016
	Iteration 30Q: 3 clusters Score -4642170 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -4642319.500000 Penalty: 3510.041016
	Iteration 31Q: 3 clusters Score -4642320 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4642436.500000 Penalty: 3510.041016
	Iteration 32Q: 3 clusters Score -4642436 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -4642584.000000 Penalty: 3510.041016
	Iteration 33Q: 3 clusters Score -4642584 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -4642689.500000 Penalty: 3510.041016
	Iteration 34Q: 3 clusters Score -4642690 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -4642782.500000 Penalty: 3510.041016
	Iteration 35Q: 3 clusters Score -4642782 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -4642885.000000 Penalty: 3510.041016
	Iteration 36Q: 3 clusters Score -4642885 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4642984.500000 Penalty: 3510.041016
	Iteration 37Q: 3 clusters Score -4642984 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -4643046.500000 Penalty: 3510.041016
	Iteration 38Q: 3 clusters Score -4643046 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -4643109.000000 Penalty: 3510.041016
	Iteration 39Q: 3 clusters Score -4643109 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -4643162.500000 Penalty: 3510.041016
	Iteration 40F: 3 clusters Score -4643162 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -4643245.500000 Penalty: 3510.041016
	Iteration 41Q: 3 clusters Score -4643246 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -4643325.500000 Penalty: 3510.041016
	Iteration 42Q: 3 clusters Score -4643326 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -4643379.000000 Penalty: 3510.041016
	Iteration 43Q: 3 clusters Score -4643379 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -4643433.000000 Penalty: 3510.041016
	Iteration 44Q: 3 clusters Score -4643433 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -4643485.500000 Penalty: 3510.041016
	Iteration 45Q: 3 clusters Score -4643486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -4643548.500000 Penalty: 3510.041016
	Iteration 46Q: 3 clusters Score -4643548 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -4643592.500000 Penalty: 3510.041016
	Iteration 47Q: 3 clusters Score -4643592 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -4643635.500000 Penalty: 3510.041016
	Iteration 48Q: 3 clusters Score -4643636 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -4643683.000000 Penalty: 3510.041016
	Iteration 49Q: 3 clusters Score -4643683 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -4643687.500000 Penalty: 3510.041016
	Iteration 50Q: 3 clusters Score -4643688 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -4643711.000000 Penalty: 3510.041016
	Iteration 51Q: 3 clusters Score -4643711 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -4643733.500000 Penalty: 3510.041016
	Iteration 52Q: 3 clusters Score -4643734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -4643758.500000 Penalty: 3510.041016
	Iteration 53Q: 3 clusters Score -4643758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -4643781.000000 Penalty: 3510.041016
	Iteration 54Q: 3 clusters Score -4643781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -4643809.000000 Penalty: 3510.041016
	Iteration 55Q: 3 clusters Score -4643809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -4643833.000000 Penalty: 3510.041016
	Iteration 56Q: 3 clusters Score -4643833 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -4643851.000000 Penalty: 3510.041016
	Iteration 57Q: 3 clusters Score -4643851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -4643866.000000 Penalty: 3510.041016
	Iteration 58Q: 3 clusters Score -4643866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -4643872.000000 Penalty: 3510.041016
	Iteration 59Q: 3 clusters Score -4643872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -4643882.000000 Penalty: 3510.041016
	Iteration 60F: 3 clusters Score -4643882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -4643893.000000 Penalty: 3510.041016
	Iteration 61Q: 3 clusters Score -4643893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -4643891.500000 Penalty: 3510.041016
	Iteration 62Q: 3 clusters Score -4643892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -4643895.500000 Penalty: 3510.041016
	Iteration 63Q: 3 clusters Score -4643896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -4643909.000000 Penalty: 3510.041016
	Iteration 64Q: 3 clusters Score -4643909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -4643920.000000 Penalty: 3510.041016
	Iteration 65Q: 3 clusters Score -4643920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -4643927.000000 Penalty: 3510.041016
	Iteration 66Q: 3 clusters Score -4643927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -4643939.000000 Penalty: 3510.041016
	Iteration 67Q: 3 clusters Score -4643939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -4643944.000000 Penalty: 3510.041016
	Iteration 68Q: 3 clusters Score -4643944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -4643944.000000 Penalty: 3510.041016
	Iteration 69Q: 3 clusters Score -4643944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -4643951.500000 Penalty: 3510.041016
	Iteration 70Q: 3 clusters Score -4643952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -4643957.000000 Penalty: 3510.041016
	Iteration 71Q: 3 clusters Score -4643957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -4643954.500000 Penalty: 3510.041016
	Iteration 72Q: 3 clusters Score -4643954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -4643953.000000 Penalty: 3510.041016
	Iteration 73Q: 3 clusters Score -4643953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -4643953.000000 Penalty: 3510.041016
	Iteration 74Q: 3 clusters Score -4643953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -4643960.000000 Penalty: 3510.041016
	Iteration 75Q: 3 clusters Score -4643960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -4643960.000000 Penalty: 3510.041016
	Iteration 76Q: 3 clusters Score -4643960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -4643967.000000 Penalty: 3510.041016
	Iteration 77Q: 3 clusters Score -4643967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -4643969.000000 Penalty: 3510.041016
	Iteration 78Q: 3 clusters Score -4643969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -4643971.500000 Penalty: 3510.041016
	Iteration 79Q: 3 clusters Score -4643972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -4643975.000000 Penalty: 3510.041016
	Iteration 80F: 3 clusters Score -4643975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -4643979.500000 Penalty: 3510.041016
	Iteration 81Q: 3 clusters Score -4643980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -4643975.500000 Penalty: 3510.041016
	Iteration 82Q: 3 clusters Score -4643976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -4643981.000000 Penalty: 3510.041016
	Iteration 83Q: 3 clusters Score -4643981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -4643980.500000 Penalty: 3510.041016
	Iteration 84Q: 3 clusters Score -4643980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -4643983.500000 Penalty: 3510.041016
	Iteration 85Q: 3 clusters Score -4643984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -4643983.500000 Penalty: 3510.041016
	Iteration 86F: 3 clusters Score -4643984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Entering Unmasked Estep 
Score: -794344.625000 Penalty: 1472.963257
	Iteration 0F: 2 clusters Score -794344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -788055.875000 Penalty: 2945.926514
	Iteration 0F: 3 clusters Score -788055.9 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -789922.437500 Penalty: 2945.926514
	Iteration 1F: 3 clusters Score -789922.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -790131.312500 Penalty: 2945.926514
	Iteration 2F: 3 clusters Score -790131.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -790299.000000 Penalty: 2945.926514
	Iteration 3Q: 3 clusters Score -790299 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -790425.437500 Penalty: 2945.926514
	Iteration 4Q: 3 clusters Score -790425.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -790549.250000 Penalty: 2945.926514
	Iteration 5Q: 3 clusters Score -790549.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -790673.000000 Penalty: 2945.926514
	Iteration 6Q: 3 clusters Score -790673 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -790821.500000 Penalty: 2945.926514
	Iteration 7Q: 3 clusters Score -790821.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -790999.750000 Penalty: 2945.926514
	Iteration 8Q: 3 clusters Score -790999.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -791256.000000 Penalty: 2945.926514
	Iteration 9Q: 3 clusters Score -791256 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -791604.250000 Penalty: 2945.926514
	Iteration 10F: 3 clusters Score -791604.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -792006.000000 Penalty: 2945.926514
	Iteration 11F: 3 clusters Score -792006 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -792343.500000 Penalty: 2945.926514
	Iteration 12Q: 3 clusters Score -792343.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -792604.250000 Penalty: 2945.926514
	Iteration 13Q: 3 clusters Score -792604.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -792764.562500 Penalty: 2945.926514
	Iteration 14Q: 3 clusters Score -792764.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -792851.562500 Penalty: 2945.926514
	Iteration 15Q: 3 clusters Score -792851.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -792920.750000 Penalty: 2945.926514
	Iteration 16Q: 3 clusters Score -792920.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -792971.562500 Penalty: 2945.926514
	Iteration 17Q: 3 clusters Score -792971.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -792999.937500 Penalty: 2945.926514
	Iteration 18Q: 3 clusters Score -792999.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -793019.250000 Penalty: 2945.926514
	Iteration 19Q: 3 clusters Score -793019.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -793032.562500 Penalty: 2945.926514
	Iteration 20F: 3 clusters Score -793032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -793036.500000 Penalty: 2945.926514
	Iteration 21Q: 3 clusters Score -793036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -793039.125000 Penalty: 2945.926514
	Iteration 22Q: 3 clusters Score -793039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -793041.562500 Penalty: 2945.926514
	Iteration 23Q: 3 clusters Score -793041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -793042.625000 Penalty: 2945.926514
	Iteration 24Q: 3 clusters Score -793042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -793042.625000 Penalty: 2945.926514
	Iteration 25F: 3 clusters Score -793042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Entering Unmasked Estep 
Score: -813257.562500 Penalty: 1483.130859
	Iteration 0F: 2 clusters Score -813257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -806608.875000 Penalty: 2966.261719
	Iteration 0F: 3 clusters Score -806608.9 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -808675.687500 Penalty: 2966.261719
	Iteration 1F: 3 clusters Score -808675.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -808902.875000 Penalty: 2966.261719
	Iteration 2F: 3 clusters Score -808902.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -809078.500000 Penalty: 2966.261719
	Iteration 3Q: 3 clusters Score -809078.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -809247.750000 Penalty: 2966.261719
	Iteration 4Q: 3 clusters Score -809247.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -809402.562500 Penalty: 2966.261719
	Iteration 5Q: 3 clusters Score -809402.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -809591.750000 Penalty: 2966.261719
	Iteration 6Q: 3 clusters Score -809591.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -809790.687500 Penalty: 2966.261719
	Iteration 7Q: 3 clusters Score -809790.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -809999.375000 Penalty: 2966.261719
	Iteration 8Q: 3 clusters Score -809999.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -810274.750000 Penalty: 2966.261719
	Iteration 9Q: 3 clusters Score -810274.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -810566.562500 Penalty: 2966.261719
	Iteration 10Q: 3 clusters Score -810566.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -810842.875000 Penalty: 2966.261719
	Iteration 11Q: 3 clusters Score -810842.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -811078.437500 Penalty: 2966.261719
	Iteration 12Q: 3 clusters Score -811078.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -811235.125000 Penalty: 2966.261719
	Iteration 13Q: 3 clusters Score -811235.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -811353.187500 Penalty: 2966.261719
	Iteration 14Q: 3 clusters Score -811353.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -811441.875000 Penalty: 2966.261719
	Iteration 15Q: 3 clusters Score -811441.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -811497.687500 Penalty: 2966.261719
	Iteration 16Q: 3 clusters Score -811497.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -811536.875000 Penalty: 2966.261719
	Iteration 17Q: 3 clusters Score -811536.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -811576.250000 Penalty: 2966.261719
	Iteration 18Q: 3 clusters Score -811576.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -811614.375000 Penalty: 2966.261719
	Iteration 19Q: 3 clusters Score -811614.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -811645.562500 Penalty: 2966.261719
	Iteration 20F: 3 clusters Score -811645.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -811669.250000 Penalty: 2966.261719
	Iteration 21Q: 3 clusters Score -811669.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -811691.687500 Penalty: 2966.261719
	Iteration 22Q: 3 clusters Score -811691.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -811710.750000 Penalty: 2966.261719
	Iteration 23Q: 3 clusters Score -811710.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -811734.062500 Penalty: 2966.261719
	Iteration 24Q: 3 clusters Score -811734.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -811767.625000 Penalty: 2966.261719
	Iteration 25Q: 3 clusters Score -811767.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -811811.875000 Penalty: 2966.261719
	Iteration 26Q: 3 clusters Score -811811.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -811860.312500 Penalty: 2966.261719
	Iteration 27Q: 3 clusters Score -811860.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -811905.125000 Penalty: 2966.261719
	Iteration 28Q: 3 clusters Score -811905.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -811951.062500 Penalty: 2966.261719
	Iteration 29Q: 3 clusters Score -811951.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -811997.937500 Penalty: 2966.261719
	Iteration 30Q: 3 clusters Score -811997.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -812029.750000 Penalty: 2966.261719
	Iteration 31Q: 3 clusters Score -812029.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -812051.875000 Penalty: 2966.261719
	Iteration 32Q: 3 clusters Score -812051.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -812070.000000 Penalty: 2966.261719
	Iteration 33Q: 3 clusters Score -812070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -812092.250000 Penalty: 2966.261719
	Iteration 34Q: 3 clusters Score -812092.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -812104.125000 Penalty: 2966.261719
	Iteration 35Q: 3 clusters Score -812104.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -812110.875000 Penalty: 2966.261719
	Iteration 36Q: 3 clusters Score -812110.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -812116.562500 Penalty: 2966.261719
	Iteration 37Q: 3 clusters Score -812116.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -812122.437500 Penalty: 2966.261719
	Iteration 38Q: 3 clusters Score -812122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -812123.812500 Penalty: 2966.261719
	Iteration 39Q: 3 clusters Score -812123.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -812129.437500 Penalty: 2966.261719
	Iteration 40F: 3 clusters Score -812129.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -812132.500000 Penalty: 2966.261719
	Iteration 41Q: 3 clusters Score -812132.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -812132.875000 Penalty: 2966.261719
	Iteration 42Q: 3 clusters Score -812132.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -812137.750000 Penalty: 2966.261719
	Iteration 43Q: 3 clusters Score -812137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -812138.062500 Penalty: 2966.261719
	Iteration 44Q: 3 clusters Score -812138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -812136.687500 Penalty: 2966.261719
	Iteration 45Q: 3 clusters Score -812136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -812139.187500 Penalty: 2966.261719
	Iteration 46Q: 3 clusters Score -812139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -812140.437500 Penalty: 2966.261719
	Iteration 47Q: 3 clusters Score -812140.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -812141.437500 Penalty: 2966.261719
	Iteration 48Q: 3 clusters Score -812141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -812143.062500 Penalty: 2966.261719
	Iteration 49Q: 3 clusters Score -812143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -812143.062500 Penalty: 2966.261719
	Iteration 50F: 3 clusters Score -812143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Entering Unmasked Estep 
Score: -12484823.000000 Penalty: 1916.062866
	Iteration 0F: 2 clusters Score -1.248482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -12396513.000000 Penalty: 3832.125732
	Iteration 0F: 3 clusters Score -1.239651e+07 nChanged 63539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -12434216.000000 Penalty: 3832.125732
	Iteration 1F: 3 clusters Score -1.243422e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -12435537.000000 Penalty: 3832.125732
	Iteration 2Q: 3 clusters Score -1.243554e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -12437352.000000 Penalty: 3832.125732
	Iteration 3Q: 3 clusters Score -1.243735e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -12440520.000000 Penalty: 3832.125732
	Iteration 4F: 3 clusters Score -1.244052e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -12446055.000000 Penalty: 3832.125732
	Iteration 5F: 3 clusters Score -1.244606e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -12454322.000000 Penalty: 3832.125732
	Iteration 6F: 3 clusters Score -1.245432e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108977 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -12464300.000000 Penalty: 3832.125732
	Iteration 7F: 3 clusters Score -1.24643e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -12472607.000000 Penalty: 3832.125732
	Iteration 8F: 3 clusters Score -1.247261e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121637 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -12477484.000000 Penalty: 3832.125732
	Iteration 9Q: 3 clusters Score -1.247748e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123922 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -12479804.000000 Penalty: 3832.125732
	Iteration 10Q: 3 clusters Score -1.24798e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -12480926.000000 Penalty: 3832.125732
	Iteration 11Q: 3 clusters Score -1.248093e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -12481506.000000 Penalty: 3832.125732
	Iteration 12Q: 3 clusters Score -1.248151e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -12481852.000000 Penalty: 3832.125732
	Iteration 13Q: 3 clusters Score -1.248185e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -12482120.000000 Penalty: 3832.125732
	Iteration 14Q: 3 clusters Score -1.248212e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -12482247.000000 Penalty: 3832.125732
	Iteration 15Q: 3 clusters Score -1.248225e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128018 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -12482418.000000 Penalty: 3832.125732
	Iteration 16Q: 3 clusters Score -1.248242e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -12482549.000000 Penalty: 3832.125732
	Iteration 17Q: 3 clusters Score -1.248255e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128560 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -12482629.000000 Penalty: 3832.125732
	Iteration 18Q: 3 clusters Score -1.248263e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128770 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -12482729.000000 Penalty: 3832.125732
	Iteration 19Q: 3 clusters Score -1.248273e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -12482804.000000 Penalty: 3832.125732
	Iteration 20F: 3 clusters Score -1.24828e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -12482837.000000 Penalty: 3832.125732
	Iteration 21Q: 3 clusters Score -1.248284e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129301 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -12482911.000000 Penalty: 3832.125732
	Iteration 22Q: 3 clusters Score -1.248291e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129426 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -12482929.000000 Penalty: 3832.125732
	Iteration 23Q: 3 clusters Score -1.248293e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129536 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12482960.000000 Penalty: 3832.125732
	Iteration 24Q: 3 clusters Score -1.248296e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129643 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12482978.000000 Penalty: 3832.125732
	Iteration 25Q: 3 clusters Score -1.248298e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129739 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -12482989.000000 Penalty: 3832.125732
	Iteration 26Q: 3 clusters Score -1.248299e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129812 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -12483048.000000 Penalty: 3832.125732
	Iteration 27Q: 3 clusters Score -1.248305e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129896 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -12483070.000000 Penalty: 3832.125732
	Iteration 28Q: 3 clusters Score -1.248307e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129961 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -12483087.000000 Penalty: 3832.125732
	Iteration 29Q: 3 clusters Score -1.248309e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130030 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -12483122.000000 Penalty: 3832.125732
	Iteration 30Q: 3 clusters Score -1.248312e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -12483164.000000 Penalty: 3832.125732
	Iteration 31Q: 3 clusters Score -1.248316e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12483177.000000 Penalty: 3832.125732
	Iteration 32Q: 3 clusters Score -1.248318e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130210 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12483193.000000 Penalty: 3832.125732
	Iteration 33Q: 3 clusters Score -1.248319e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130267 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12483183.000000 Penalty: 3832.125732
	Iteration 34Q: 3 clusters Score -1.248318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130316 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -12483215.000000 Penalty: 3832.125732
	Iteration 35Q: 3 clusters Score -1.248322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130359 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -12483224.000000 Penalty: 3832.125732
	Iteration 36Q: 3 clusters Score -1.248322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -12483249.000000 Penalty: 3832.125732
	Iteration 37Q: 3 clusters Score -1.248325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130434 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12483248.000000 Penalty: 3832.125732
	Iteration 38Q: 3 clusters Score -1.248325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12483254.000000 Penalty: 3832.125732
	Iteration 39Q: 3 clusters Score -1.248325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130468 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12483240.000000 Penalty: 3832.125732
	Iteration 40F: 3 clusters Score -1.248324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130482 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -12483242.000000 Penalty: 3832.125732
	Iteration 41Q: 3 clusters Score -1.248324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130492 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12483249.000000 Penalty: 3832.125732
	Iteration 42Q: 3 clusters Score -1.248325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130501 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -12483241.000000 Penalty: 3832.125732
	Iteration 43Q: 3 clusters Score -1.248324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130506 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12483240.000000 Penalty: 3832.125732
	Iteration 44Q: 3 clusters Score -1.248324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -12483251.000000 Penalty: 3832.125732
	Iteration 45Q: 3 clusters Score -1.248325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130518 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -12483241.000000 Penalty: 3832.125732
	Iteration 46Q: 3 clusters Score -1.248324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130523 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12483246.000000 Penalty: 3832.125732
	Iteration 47Q: 3 clusters Score -1.248325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130528 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12483249.000000 Penalty: 3832.125732
	Iteration 48Q: 3 clusters Score -1.248325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12483239.000000 Penalty: 3832.125732
	Iteration 49Q: 3 clusters Score -1.248324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130536 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12483234.000000 Penalty: 3832.125732
	Iteration 50Q: 3 clusters Score -1.248323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130541 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -12483247.000000 Penalty: 3832.125732
	Iteration 51Q: 3 clusters Score -1.248325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12483241.000000 Penalty: 3832.125732
	Iteration 52Q: 3 clusters Score -1.248324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130552 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12483238.000000 Penalty: 3832.125732
	Iteration 53Q: 3 clusters Score -1.248324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130554 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12483236.000000 Penalty: 3832.125732
	Iteration 54Q: 3 clusters Score -1.248324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12483236.000000 Penalty: 3832.125732
	Iteration 55Q: 3 clusters Score -1.248324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12483236.000000 Penalty: 3832.125732
	Iteration 56F: 3 clusters Score -1.248324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Entering Unmasked Estep 
Score: -62107.761719 Penalty: 1086.249390
	Iteration 0F: 2 clusters Score -62107.76 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 371 members 
Entering Unmasked Estep 
Score: -60835.722656 Penalty: 2172.498779
	Iteration 0F: 3 clusters Score -60835.72 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61135.519531 Penalty: 2172.498779
	Iteration 1F: 3 clusters Score -61135.52 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61426.218750 Penalty: 2172.498779
	Iteration 2F: 3 clusters Score -61426.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -61660.015625 Penalty: 2172.498779
	Iteration 3F: 3 clusters Score -61660.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61747.378906 Penalty: 2172.498779
	Iteration 4F: 3 clusters Score -61747.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -61786.687500 Penalty: 2172.498779
	Iteration 5Q: 3 clusters Score -61786.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -61798.378906 Penalty: 2172.498779
	Iteration 6Q: 3 clusters Score -61798.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61805.945312 Penalty: 2172.498779
	Iteration 7Q: 3 clusters Score -61805.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61807.207031 Penalty: 2172.498779
	Iteration 8Q: 3 clusters Score -61807.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61807.207031 Penalty: 2172.498779
	Iteration 9F: 3 clusters Score -61807.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Entering Unmasked Estep 
Score: -3934857.500000 Penalty: 1727.994141
	Iteration 0F: 2 clusters Score -3934858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3907195.750000 Penalty: 3455.988281
	Iteration 0F: 3 clusters Score -3907196 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3917836.250000 Penalty: 3455.988281
	Iteration 1F: 3 clusters Score -3917836 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3918276.000000 Penalty: 3455.988281
	Iteration 2Q: 3 clusters Score -3918276 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3918789.250000 Penalty: 3455.988281
	Iteration 3Q: 3 clusters Score -3918789 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3919507.750000 Penalty: 3455.988281
	Iteration 4Q: 3 clusters Score -3919508 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3920700.000000 Penalty: 3455.988281
	Iteration 5F: 3 clusters Score -3920700 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3922678.000000 Penalty: 3455.988281
	Iteration 6F: 3 clusters Score -3922678 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3925584.250000 Penalty: 3455.988281
	Iteration 7F: 3 clusters Score -3925584 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3928937.000000 Penalty: 3455.988281
	Iteration 8F: 3 clusters Score -3928937 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3931304.250000 Penalty: 3455.988281
	Iteration 9F: 3 clusters Score -3931304 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3932510.750000 Penalty: 3455.988281
	Iteration 10Q: 3 clusters Score -3932511 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3932988.750000 Penalty: 3455.988281
	Iteration 11Q: 3 clusters Score -3932989 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3933191.500000 Penalty: 3455.988281
	Iteration 12Q: 3 clusters Score -3933192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3933268.500000 Penalty: 3455.988281
	Iteration 13Q: 3 clusters Score -3933268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3933295.750000 Penalty: 3455.988281
	Iteration 14Q: 3 clusters Score -3933296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3933327.000000 Penalty: 3455.988281
	Iteration 15Q: 3 clusters Score -3933327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3933344.250000 Penalty: 3455.988281
	Iteration 16Q: 3 clusters Score -3933344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3933358.000000 Penalty: 3455.988281
	Iteration 17Q: 3 clusters Score -3933358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3933362.500000 Penalty: 3455.988281
	Iteration 18Q: 3 clusters Score -3933362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3933362.000000 Penalty: 3455.988281
	Iteration 19Q: 3 clusters Score -3933362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3933366.250000 Penalty: 3455.988281
	Iteration 20F: 3 clusters Score -3933366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3933364.750000 Penalty: 3455.988281
	Iteration 21Q: 3 clusters Score -3933365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3933364.750000 Penalty: 3455.988281
	Iteration 22F: 3 clusters Score -3933365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -35495.050781 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -35495.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34506.988281 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -34506.99 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34672.937500 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -34672.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34725.496094 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -34725.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34775.484375 Penalty: 2005.802612
	Iteration 3Q: 3 clusters Score -34775.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34792.328125 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -34792.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34808.039062 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -34808.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34817.566406 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -34817.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34824.425781 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -34824.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34830.300781 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -34830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34838.062500 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -34838.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34857.667969 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -34857.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34879.816406 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -34879.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34901.835938 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -34901.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34908.328125 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -34908.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34910.000000 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -34910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34914.300781 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -34914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34919.449219 Penalty: 2005.802612
	Iteration 16Q: 3 clusters Score -34919.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34923.453125 Penalty: 2005.802612
	Iteration 17Q: 3 clusters Score -34923.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34928.152344 Penalty: 2005.802612
	Iteration 18Q: 3 clusters Score -34928.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34937.929688 Penalty: 2005.802612
	Iteration 19Q: 3 clusters Score -34937.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34953.191406 Penalty: 2005.802612
	Iteration 20F: 3 clusters Score -34953.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34974.156250 Penalty: 2005.802612
	Iteration 21Q: 3 clusters Score -34974.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35028.402344 Penalty: 2005.802612
	Iteration 22Q: 3 clusters Score -35028.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35078.468750 Penalty: 2005.802612
	Iteration 23Q: 3 clusters Score -35078.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35095.488281 Penalty: 2005.802612
	Iteration 24Q: 3 clusters Score -35095.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35129.679688 Penalty: 2005.802612
	Iteration 25Q: 3 clusters Score -35129.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35154.917969 Penalty: 2005.802612
	Iteration 26Q: 3 clusters Score -35154.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35162.257812 Penalty: 2005.802612
	Iteration 27Q: 3 clusters Score -35162.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35165.777344 Penalty: 2005.802612
	Iteration 28Q: 3 clusters Score -35165.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35165.777344 Penalty: 2005.802612
	Iteration 29F: 3 clusters Score -35165.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -236432.578125 Penalty: 1274.497925
	Iteration 0F: 2 clusters Score -236432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -233981.546875 Penalty: 2548.995850
	Iteration 0F: 3 clusters Score -233981.5 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -234521.781250 Penalty: 2548.995850
	Iteration 1F: 3 clusters Score -234521.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -234640.656250 Penalty: 2548.995850
	Iteration 2F: 3 clusters Score -234640.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234707.906250 Penalty: 2548.995850
	Iteration 3Q: 3 clusters Score -234707.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -234773.593750 Penalty: 2548.995850
	Iteration 4Q: 3 clusters Score -234773.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -234819.734375 Penalty: 2548.995850
	Iteration 5Q: 3 clusters Score -234819.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -234853.015625 Penalty: 2548.995850
	Iteration 6Q: 3 clusters Score -234853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -234874.890625 Penalty: 2548.995850
	Iteration 7Q: 3 clusters Score -234874.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -234893.968750 Penalty: 2548.995850
	Iteration 8Q: 3 clusters Score -234894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -234911.906250 Penalty: 2548.995850
	Iteration 9Q: 3 clusters Score -234911.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -234927.468750 Penalty: 2548.995850
	Iteration 10Q: 3 clusters Score -234927.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -234939.296875 Penalty: 2548.995850
	Iteration 11Q: 3 clusters Score -234939.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -234946.671875 Penalty: 2548.995850
	Iteration 12Q: 3 clusters Score -234946.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234950.671875 Penalty: 2548.995850
	Iteration 13Q: 3 clusters Score -234950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -234955.093750 Penalty: 2548.995850
	Iteration 14Q: 3 clusters Score -234955.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -234960.812500 Penalty: 2548.995850
	Iteration 15Q: 3 clusters Score -234960.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -234963.484375 Penalty: 2548.995850
	Iteration 16Q: 3 clusters Score -234963.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -234967.421875 Penalty: 2548.995850
	Iteration 17Q: 3 clusters Score -234967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -234971.890625 Penalty: 2548.995850
	Iteration 18Q: 3 clusters Score -234971.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -234976.843750 Penalty: 2548.995850
	Iteration 19Q: 3 clusters Score -234976.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -234981.687500 Penalty: 2548.995850
	Iteration 20F: 3 clusters Score -234981.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -234984.531250 Penalty: 2548.995850
	Iteration 21Q: 3 clusters Score -234984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -234986.078125 Penalty: 2548.995850
	Iteration 22Q: 3 clusters Score -234986.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -234991.171875 Penalty: 2548.995850
	Iteration 23Q: 3 clusters Score -234991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -234994.765625 Penalty: 2548.995850
	Iteration 24Q: 3 clusters Score -234994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -234997.546875 Penalty: 2548.995850
	Iteration 25Q: 3 clusters Score -234997.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235001.218750 Penalty: 2548.995850
	Iteration 26Q: 3 clusters Score -235001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -235004.234375 Penalty: 2548.995850
	Iteration 27Q: 3 clusters Score -235004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -235006.703125 Penalty: 2548.995850
	Iteration 28Q: 3 clusters Score -235006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -235007.656250 Penalty: 2548.995850
	Iteration 29Q: 3 clusters Score -235007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -235009.343750 Penalty: 2548.995850
	Iteration 30Q: 3 clusters Score -235009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -235010.921875 Penalty: 2548.995850
	Iteration 31Q: 3 clusters Score -235010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -235014.265625 Penalty: 2548.995850
	Iteration 32Q: 3 clusters Score -235014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -235017.250000 Penalty: 2548.995850
	Iteration 33Q: 3 clusters Score -235017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -235020.640625 Penalty: 2548.995850
	Iteration 34Q: 3 clusters Score -235020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -235022.125000 Penalty: 2548.995850
	Iteration 35Q: 3 clusters Score -235022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -235022.656250 Penalty: 2548.995850
	Iteration 36Q: 3 clusters Score -235022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -235022.968750 Penalty: 2548.995850
	Iteration 37Q: 3 clusters Score -235023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -235023.515625 Penalty: 2548.995850
	Iteration 38Q: 3 clusters Score -235023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -235023.500000 Penalty: 2548.995850
	Iteration 39Q: 3 clusters Score -235023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -235023.500000 Penalty: 2548.995850
	Iteration 40F: 3 clusters Score -235023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -294545.218750 Penalty: 1328.206055
	Iteration 0F: 2 clusters Score -294545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -291472.281250 Penalty: 2656.412109
	Iteration 0F: 3 clusters Score -291472.3 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -292202.843750 Penalty: 2656.412109
	Iteration 1F: 3 clusters Score -292202.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -292352.687500 Penalty: 2656.412109
	Iteration 2F: 3 clusters Score -292352.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -292438.875000 Penalty: 2656.412109
	Iteration 3F: 3 clusters Score -292438.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -292499.093750 Penalty: 2656.412109
	Iteration 4Q: 3 clusters Score -292499.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -292547.843750 Penalty: 2656.412109
	Iteration 5Q: 3 clusters Score -292547.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -292587.968750 Penalty: 2656.412109
	Iteration 6Q: 3 clusters Score -292588 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -292621.562500 Penalty: 2656.412109
	Iteration 7Q: 3 clusters Score -292621.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -292654.718750 Penalty: 2656.412109
	Iteration 8Q: 3 clusters Score -292654.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -292687.281250 Penalty: 2656.412109
	Iteration 9Q: 3 clusters Score -292687.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -292717.000000 Penalty: 2656.412109
	Iteration 10Q: 3 clusters Score -292717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -292734.562500 Penalty: 2656.412109
	Iteration 11Q: 3 clusters Score -292734.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -292755.843750 Penalty: 2656.412109
	Iteration 12Q: 3 clusters Score -292755.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -292773.750000 Penalty: 2656.412109
	Iteration 13Q: 3 clusters Score -292773.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -292786.187500 Penalty: 2656.412109
	Iteration 14Q: 3 clusters Score -292786.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -292792.312500 Penalty: 2656.412109
	Iteration 15Q: 3 clusters Score -292792.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -292799.000000 Penalty: 2656.412109
	Iteration 16Q: 3 clusters Score -292799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -292802.750000 Penalty: 2656.412109
	Iteration 17Q: 3 clusters Score -292802.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -292808.406250 Penalty: 2656.412109
	Iteration 18Q: 3 clusters Score -292808.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -292814.281250 Penalty: 2656.412109
	Iteration 19Q: 3 clusters Score -292814.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -292820.937500 Penalty: 2656.412109
	Iteration 20F: 3 clusters Score -292820.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -292830.406250 Penalty: 2656.412109
	Iteration 21Q: 3 clusters Score -292830.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -292836.687500 Penalty: 2656.412109
	Iteration 22Q: 3 clusters Score -292836.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -292844.312500 Penalty: 2656.412109
	Iteration 23Q: 3 clusters Score -292844.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -292852.718750 Penalty: 2656.412109
	Iteration 24Q: 3 clusters Score -292852.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -292859.281250 Penalty: 2656.412109
	Iteration 25Q: 3 clusters Score -292859.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -292869.156250 Penalty: 2656.412109
	Iteration 26Q: 3 clusters Score -292869.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -292879.875000 Penalty: 2656.412109
	Iteration 27Q: 3 clusters Score -292879.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -292894.812500 Penalty: 2656.412109
	Iteration 28Q: 3 clusters Score -292894.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -292903.906250 Penalty: 2656.412109
	Iteration 29Q: 3 clusters Score -292903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -292906.812500 Penalty: 2656.412109
	Iteration 30Q: 3 clusters Score -292906.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -292912.093750 Penalty: 2656.412109
	Iteration 31Q: 3 clusters Score -292912.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -292917.750000 Penalty: 2656.412109
	Iteration 32Q: 3 clusters Score -292917.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -292929.375000 Penalty: 2656.412109
	Iteration 33Q: 3 clusters Score -292929.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -292945.031250 Penalty: 2656.412109
	Iteration 34Q: 3 clusters Score -292945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -292959.406250 Penalty: 2656.412109
	Iteration 35Q: 3 clusters Score -292959.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -292976.343750 Penalty: 2656.412109
	Iteration 36Q: 3 clusters Score -292976.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -292997.281250 Penalty: 2656.412109
	Iteration 37Q: 3 clusters Score -292997.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -293021.531250 Penalty: 2656.412109
	Iteration 38Q: 3 clusters Score -293021.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -293045.906250 Penalty: 2656.412109
	Iteration 39Q: 3 clusters Score -293045.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -293069.656250 Penalty: 2656.412109
	Iteration 40F: 3 clusters Score -293069.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -293090.406250 Penalty: 2656.412109
	Iteration 41Q: 3 clusters Score -293090.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -293109.906250 Penalty: 2656.412109
	Iteration 42Q: 3 clusters Score -293109.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -293128.062500 Penalty: 2656.412109
	Iteration 43Q: 3 clusters Score -293128.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -293147.312500 Penalty: 2656.412109
	Iteration 44Q: 3 clusters Score -293147.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -293159.406250 Penalty: 2656.412109
	Iteration 45Q: 3 clusters Score -293159.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -293170.218750 Penalty: 2656.412109
	Iteration 46Q: 3 clusters Score -293170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -293178.500000 Penalty: 2656.412109
	Iteration 47Q: 3 clusters Score -293178.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -293184.500000 Penalty: 2656.412109
	Iteration 48Q: 3 clusters Score -293184.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -293188.812500 Penalty: 2656.412109
	Iteration 49Q: 3 clusters Score -293188.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -293192.250000 Penalty: 2656.412109
	Iteration 50Q: 3 clusters Score -293192.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -293195.125000 Penalty: 2656.412109
	Iteration 51Q: 3 clusters Score -293195.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -293197.125000 Penalty: 2656.412109
	Iteration 52Q: 3 clusters Score -293197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -293198.500000 Penalty: 2656.412109
	Iteration 53Q: 3 clusters Score -293198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -293199.718750 Penalty: 2656.412109
	Iteration 54Q: 3 clusters Score -293199.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -293202.281250 Penalty: 2656.412109
	Iteration 55Q: 3 clusters Score -293202.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -293205.468750 Penalty: 2656.412109
	Iteration 56Q: 3 clusters Score -293205.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -293208.187500 Penalty: 2656.412109
	Iteration 57Q: 3 clusters Score -293208.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -293210.812500 Penalty: 2656.412109
	Iteration 58Q: 3 clusters Score -293210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -293212.718750 Penalty: 2656.412109
	Iteration 59Q: 3 clusters Score -293212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -293214.218750 Penalty: 2656.412109
	Iteration 60F: 3 clusters Score -293214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -293216.937500 Penalty: 2656.412109
	Iteration 61Q: 3 clusters Score -293216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -293218.531250 Penalty: 2656.412109
	Iteration 62Q: 3 clusters Score -293218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -293220.250000 Penalty: 2656.412109
	Iteration 63Q: 3 clusters Score -293220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -293221.156250 Penalty: 2656.412109
	Iteration 64Q: 3 clusters Score -293221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -293221.281250 Penalty: 2656.412109
	Iteration 65Q: 3 clusters Score -293221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -293221.500000 Penalty: 2656.412109
	Iteration 66Q: 3 clusters Score -293221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -293221.500000 Penalty: 2656.412109
	Iteration 67Q: 3 clusters Score -293221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -293221.656250 Penalty: 2656.412109
	Iteration 68Q: 3 clusters Score -293221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -293222.093750 Penalty: 2656.412109
	Iteration 69Q: 3 clusters Score -293222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -293222.562500 Penalty: 2656.412109
	Iteration 70Q: 3 clusters Score -293222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -293222.781250 Penalty: 2656.412109
	Iteration 71Q: 3 clusters Score -293222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -293223.125000 Penalty: 2656.412109
	Iteration 72Q: 3 clusters Score -293223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -293223.343750 Penalty: 2656.412109
	Iteration 73Q: 3 clusters Score -293223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -293223.968750 Penalty: 2656.412109
	Iteration 74Q: 3 clusters Score -293224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -293224.468750 Penalty: 2656.412109
	Iteration 75Q: 3 clusters Score -293224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -293225.093750 Penalty: 2656.412109
	Iteration 76Q: 3 clusters Score -293225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -293225.593750 Penalty: 2656.412109
	Iteration 77Q: 3 clusters Score -293225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293226.187500 Penalty: 2656.412109
	Iteration 78Q: 3 clusters Score -293226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -293227.062500 Penalty: 2656.412109
	Iteration 79Q: 3 clusters Score -293227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -293227.687500 Penalty: 2656.412109
	Iteration 80F: 3 clusters Score -293227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293229.125000 Penalty: 2656.412109
	Iteration 81Q: 3 clusters Score -293229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293229.875000 Penalty: 2656.412109
	Iteration 82Q: 3 clusters Score -293229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293231.968750 Penalty: 2656.412109
	Iteration 83Q: 3 clusters Score -293232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -293234.343750 Penalty: 2656.412109
	Iteration 84Q: 3 clusters Score -293234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -293235.625000 Penalty: 2656.412109
	Iteration 85Q: 3 clusters Score -293235.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -293240.218750 Penalty: 2656.412109
	Iteration 86Q: 3 clusters Score -293240.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -293243.781250 Penalty: 2656.412109
	Iteration 87Q: 3 clusters Score -293243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -293247.625000 Penalty: 2656.412109
	Iteration 88Q: 3 clusters Score -293247.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -293251.750000 Penalty: 2656.412109
	Iteration 89Q: 3 clusters Score -293251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -293255.812500 Penalty: 2656.412109
	Iteration 90Q: 3 clusters Score -293255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -293261.562500 Penalty: 2656.412109
	Iteration 91Q: 3 clusters Score -293261.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -293267.031250 Penalty: 2656.412109
	Iteration 92Q: 3 clusters Score -293267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -293272.093750 Penalty: 2656.412109
	Iteration 93Q: 3 clusters Score -293272.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -293275.250000 Penalty: 2656.412109
	Iteration 94Q: 3 clusters Score -293275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -293277.656250 Penalty: 2656.412109
	Iteration 95Q: 3 clusters Score -293277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -293279.843750 Penalty: 2656.412109
	Iteration 96Q: 3 clusters Score -293279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -293283.218750 Penalty: 2656.412109
	Iteration 97Q: 3 clusters Score -293283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -293285.843750 Penalty: 2656.412109
	Iteration 98Q: 3 clusters Score -293285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -293288.437500 Penalty: 2656.412109
	Iteration 99Q: 3 clusters Score -293288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -293290.093750 Penalty: 2656.412109
	Iteration 100F: 3 clusters Score -293290.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -293293.750000 Penalty: 2656.412109
	Iteration 101Q: 3 clusters Score -293293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -293295.906250 Penalty: 2656.412109
	Iteration 102Q: 3 clusters Score -293295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -293298.468750 Penalty: 2656.412109
	Iteration 103Q: 3 clusters Score -293298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -293299.875000 Penalty: 2656.412109
	Iteration 104Q: 3 clusters Score -293299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -293301.281250 Penalty: 2656.412109
	Iteration 105Q: 3 clusters Score -293301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -293302.812500 Penalty: 2656.412109
	Iteration 106Q: 3 clusters Score -293302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -293304.125000 Penalty: 2656.412109
	Iteration 107Q: 3 clusters Score -293304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -293305.562500 Penalty: 2656.412109
	Iteration 108Q: 3 clusters Score -293305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -293308.343750 Penalty: 2656.412109
	Iteration 109Q: 3 clusters Score -293308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -293309.625000 Penalty: 2656.412109
	Iteration 110Q: 3 clusters Score -293309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -293309.750000 Penalty: 2656.412109
	Iteration 111Q: 3 clusters Score -293309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -293310.125000 Penalty: 2656.412109
	Iteration 112Q: 3 clusters Score -293310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -293310.125000 Penalty: 2656.412109
	Iteration 113F: 3 clusters Score -293310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -18407.251953 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -18407.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17579.021484 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -17579.02 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17820.189453 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -17820.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17897.521484 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -17897.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17981.291016 Penalty: 1945.596924
	Iteration 3F: 3 clusters Score -17981.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18071.609375 Penalty: 1945.596924
	Iteration 4F: 3 clusters Score -18071.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18110.093750 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -18110.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18118.830078 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -18118.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18129.552734 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -18129.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18143.369141 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -18143.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18146.009766 Penalty: 1945.596924
	Iteration 9Q: 3 clusters Score -18146.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18147.083984 Penalty: 1945.596924
	Iteration 10Q: 3 clusters Score -18147.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18150.603516 Penalty: 1945.596924
	Iteration 11Q: 3 clusters Score -18150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18151.837891 Penalty: 1945.596924
	Iteration 12Q: 3 clusters Score -18151.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18151.837891 Penalty: 1945.596924
	Iteration 13F: 3 clusters Score -18151.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Entering Unmasked Estep 
Score: -756210.500000 Penalty: 1459.625366
	Iteration 0F: 2 clusters Score -756210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -750417.437500 Penalty: 2919.250732
	Iteration 0F: 3 clusters Score -750417.4 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -752097.062500 Penalty: 2919.250732
	Iteration 1F: 3 clusters Score -752097.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -752271.000000 Penalty: 2919.250732
	Iteration 2F: 3 clusters Score -752271 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -752404.875000 Penalty: 2919.250732
	Iteration 3Q: 3 clusters Score -752404.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -752521.250000 Penalty: 2919.250732
	Iteration 4Q: 3 clusters Score -752521.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -752631.875000 Penalty: 2919.250732
	Iteration 5Q: 3 clusters Score -752631.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -752750.312500 Penalty: 2919.250732
	Iteration 6Q: 3 clusters Score -752750.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -752891.750000 Penalty: 2919.250732
	Iteration 7Q: 3 clusters Score -752891.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -753068.875000 Penalty: 2919.250732
	Iteration 8Q: 3 clusters Score -753068.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -753301.937500 Penalty: 2919.250732
	Iteration 9Q: 3 clusters Score -753301.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -753537.750000 Penalty: 2919.250732
	Iteration 10Q: 3 clusters Score -753537.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -753792.812500 Penalty: 2919.250732
	Iteration 11Q: 3 clusters Score -753792.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -754069.250000 Penalty: 2919.250732
	Iteration 12Q: 3 clusters Score -754069.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -754333.250000 Penalty: 2919.250732
	Iteration 13Q: 3 clusters Score -754333.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -754572.937500 Penalty: 2919.250732
	Iteration 14Q: 3 clusters Score -754572.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -754710.937500 Penalty: 2919.250732
	Iteration 15Q: 3 clusters Score -754710.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -754803.500000 Penalty: 2919.250732
	Iteration 16Q: 3 clusters Score -754803.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -754852.562500 Penalty: 2919.250732
	Iteration 17Q: 3 clusters Score -754852.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -754879.750000 Penalty: 2919.250732
	Iteration 18Q: 3 clusters Score -754879.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -754892.812500 Penalty: 2919.250732
	Iteration 19Q: 3 clusters Score -754892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -754903.562500 Penalty: 2919.250732
	Iteration 20F: 3 clusters Score -754903.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -754913.937500 Penalty: 2919.250732
	Iteration 21Q: 3 clusters Score -754913.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -754921.875000 Penalty: 2919.250732
	Iteration 22Q: 3 clusters Score -754921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -754928.187500 Penalty: 2919.250732
	Iteration 23Q: 3 clusters Score -754928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -754929.375000 Penalty: 2919.250732
	Iteration 24Q: 3 clusters Score -754929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -754931.875000 Penalty: 2919.250732
	Iteration 25Q: 3 clusters Score -754931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -754936.625000 Penalty: 2919.250732
	Iteration 26Q: 3 clusters Score -754936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -754940.812500 Penalty: 2919.250732
	Iteration 27Q: 3 clusters Score -754940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -754940.562500 Penalty: 2919.250732
	Iteration 28Q: 3 clusters Score -754940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -754940.562500 Penalty: 2919.250732
	Iteration 29F: 3 clusters Score -754940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Entering Unmasked Estep 
Score: -4511178.000000 Penalty: 1750.329834
	Iteration 0F: 2 clusters Score -4511178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4479115.000000 Penalty: 3500.659668
	Iteration 0F: 3 clusters Score -4479115 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -4491867.000000 Penalty: 3500.659668
	Iteration 1F: 3 clusters Score -4491867 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4492359.000000 Penalty: 3500.659668
	Iteration 2Q: 3 clusters Score -4492359 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4492882.000000 Penalty: 3500.659668
	Iteration 3Q: 3 clusters Score -4492882 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -4493534.000000 Penalty: 3500.659668
	Iteration 4Q: 3 clusters Score -4493534 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4494583.000000 Penalty: 3500.659668
	Iteration 5Q: 3 clusters Score -4494583 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4496052.500000 Penalty: 3500.659668
	Iteration 6F: 3 clusters Score -4496052 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4497975.000000 Penalty: 3500.659668
	Iteration 7F: 3 clusters Score -4497975 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -4500057.000000 Penalty: 3500.659668
	Iteration 8F: 3 clusters Score -4500057 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4501934.500000 Penalty: 3500.659668
	Iteration 9F: 3 clusters Score -4501934 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4503112.000000 Penalty: 3500.659668
	Iteration 10F: 3 clusters Score -4503112 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4503663.000000 Penalty: 3500.659668
	Iteration 11Q: 3 clusters Score -4503663 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4503902.000000 Penalty: 3500.659668
	Iteration 12Q: 3 clusters Score -4503902 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4504065.500000 Penalty: 3500.659668
	Iteration 13Q: 3 clusters Score -4504066 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4504210.000000 Penalty: 3500.659668
	Iteration 14Q: 3 clusters Score -4504210 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4504308.000000 Penalty: 3500.659668
	Iteration 15Q: 3 clusters Score -4504308 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4504447.500000 Penalty: 3500.659668
	Iteration 16Q: 3 clusters Score -4504448 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4504572.000000 Penalty: 3500.659668
	Iteration 17Q: 3 clusters Score -4504572 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4504689.000000 Penalty: 3500.659668
	Iteration 18Q: 3 clusters Score -4504689 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4504807.000000 Penalty: 3500.659668
	Iteration 19Q: 3 clusters Score -4504807 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4504967.000000 Penalty: 3500.659668
	Iteration 20F: 3 clusters Score -4504967 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -4505084.500000 Penalty: 3500.659668
	Iteration 21Q: 3 clusters Score -4505084 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4505201.500000 Penalty: 3500.659668
	Iteration 22Q: 3 clusters Score -4505202 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4505298.500000 Penalty: 3500.659668
	Iteration 23Q: 3 clusters Score -4505298 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -4505379.000000 Penalty: 3500.659668
	Iteration 24Q: 3 clusters Score -4505379 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -4505464.500000 Penalty: 3500.659668
	Iteration 25Q: 3 clusters Score -4505464 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -4505545.500000 Penalty: 3500.659668
	Iteration 26Q: 3 clusters Score -4505546 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4505614.000000 Penalty: 3500.659668
	Iteration 27Q: 3 clusters Score -4505614 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -4505674.500000 Penalty: 3500.659668
	Iteration 28Q: 3 clusters Score -4505674 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4505714.500000 Penalty: 3500.659668
	Iteration 29Q: 3 clusters Score -4505714 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -4505749.500000 Penalty: 3500.659668
	Iteration 30Q: 3 clusters Score -4505750 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4505791.000000 Penalty: 3500.659668
	Iteration 31Q: 3 clusters Score -4505791 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4505799.500000 Penalty: 3500.659668
	Iteration 32Q: 3 clusters Score -4505800 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4505817.500000 Penalty: 3500.659668
	Iteration 33Q: 3 clusters Score -4505818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4505839.500000 Penalty: 3500.659668
	Iteration 34Q: 3 clusters Score -4505840 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -4505839.500000 Penalty: 3500.659668
	Iteration 35Q: 3 clusters Score -4505840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4505842.000000 Penalty: 3500.659668
	Iteration 36Q: 3 clusters Score -4505842 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4505850.500000 Penalty: 3500.659668
	Iteration 37Q: 3 clusters Score -4505850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4505855.000000 Penalty: 3500.659668
	Iteration 38Q: 3 clusters Score -4505855 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4505862.000000 Penalty: 3500.659668
	Iteration 39Q: 3 clusters Score -4505862 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -4505884.500000 Penalty: 3500.659668
	Iteration 40F: 3 clusters Score -4505884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4505901.500000 Penalty: 3500.659668
	Iteration 41Q: 3 clusters Score -4505902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4505905.000000 Penalty: 3500.659668
	Iteration 42Q: 3 clusters Score -4505905 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4505930.000000 Penalty: 3500.659668
	Iteration 43Q: 3 clusters Score -4505930 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4505956.000000 Penalty: 3500.659668
	Iteration 44Q: 3 clusters Score -4505956 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4505960.500000 Penalty: 3500.659668
	Iteration 45Q: 3 clusters Score -4505960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4505978.500000 Penalty: 3500.659668
	Iteration 46Q: 3 clusters Score -4505978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -4505982.000000 Penalty: 3500.659668
	Iteration 47Q: 3 clusters Score -4505982 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -4506016.000000 Penalty: 3500.659668
	Iteration 48Q: 3 clusters Score -4506016 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -4506024.000000 Penalty: 3500.659668
	Iteration 49Q: 3 clusters Score -4506024 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4506030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4506033 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4506038 nChanged 79
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Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4506042 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4506056 nChanged 98
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Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4506053 nChanged 107
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Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4506048 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4506056 nChanged 116
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Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4506068 nChanged 118
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Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4506071 nChanged 114
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Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4506092 nChanged 117
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Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4506091 nChanged 133
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Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4506094 nChanged 138
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Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4506105 nChanged 136
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Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4506110 nChanged 143
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Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4506127 nChanged 146
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Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4506150 nChanged 165
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Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4506148 nChanged 179
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Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4506167 nChanged 196
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Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4506192 nChanged 195
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Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4506220 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4506252 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4506270 nChanged 203
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Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4506266 nChanged 227
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Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4506282 nChanged 214
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Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4506300 nChanged 217
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Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4506320 nChanged 225
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Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4506368 nChanged 234
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Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4506376 nChanged 252
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Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4506406 nChanged 233
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Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4506448 nChanged 259
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Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4506470 nChanged 285
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Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4506534 nChanged 300
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Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4506552 nChanged 287
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Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4506662 nChanged 329
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Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4506723 nChanged 327
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Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 32345 members 
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	Iteration 88Q: 3 clusters Score -4506776 nChanged 362
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Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 32707 members 
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	Iteration 89Q: 3 clusters Score -4506826 nChanged 371
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Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 33078 members 
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Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 33455 members 
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	Iteration 91Q: 3 clusters Score -4506956 nChanged 413
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Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4507086 nChanged 356
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Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4507157 nChanged 365
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Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4507239 nChanged 397
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Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4507314 nChanged 396
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Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4507380 nChanged 399
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Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4507466 nChanged 419
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Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4507552 nChanged 435
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Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4507672 nChanged 414
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Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 37433 members 
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	Iteration 101Q: 3 clusters Score -4507742 nChanged 385
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Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 37818 members 
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	Iteration 102Q: 3 clusters Score -4507837 nChanged 403
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Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 38221 members 
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	Iteration 103Q: 3 clusters Score -4507919 nChanged 397
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Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 38618 members 
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	Iteration 104Q: 3 clusters Score -4508010 nChanged 396
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Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 39014 members 
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	Iteration 105Q: 3 clusters Score -4508105 nChanged 370
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Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 39384 members 
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	Iteration 106Q: 3 clusters Score -4508200 nChanged 353
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Mstep: Class 1 contains 7895 members 
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Mstep: Class 1 contains 7495 members 
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	Iteration 108Q: 3 clusters Score -4508380 nChanged 364
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Mstep: Class 1 contains 7131 members 
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	Iteration 109Q: 3 clusters Score -4508462 nChanged 350
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Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 40849 members 
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	Iteration 110Q: 3 clusters Score -4508550 nChanged 301
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Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 41150 members 
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	Iteration 111Q: 3 clusters Score -4508638 nChanged 286
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Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 41436 members 
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	Iteration 112Q: 3 clusters Score -4508702 nChanged 278
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Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 41714 members 
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	Iteration 113Q: 3 clusters Score -4508760 nChanged 266
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Mstep: Class 1 contains 5652 members 
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	Iteration 114Q: 3 clusters Score -4508828 nChanged 284
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Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 42262 members 
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	Iteration 115Q: 3 clusters Score -4508920 nChanged 268
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Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 42530 members 
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	Iteration 116Q: 3 clusters Score -4508977 nChanged 272
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Mstep: Class 1 contains 4830 members 
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	Iteration 117Q: 3 clusters Score -4509048 nChanged 253
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Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4509132 nChanged 237
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Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 43290 members 
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	Iteration 119Q: 3 clusters Score -4509216 nChanged 236
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Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 43524 members 
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	Iteration 120F: 3 clusters Score -4509274 nChanged 236
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Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 43758 members 
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	Iteration 121Q: 3 clusters Score -4509320 nChanged 197
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Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 43953 members 
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	Iteration 122Q: 3 clusters Score -4509354 nChanged 199
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Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 44152 members 
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	Iteration 123Q: 3 clusters Score -4509410 nChanged 177
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Mstep: Class 1 contains 3303 members 
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 44499 members 
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	Iteration 125Q: 3 clusters Score -4509516 nChanged 164
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Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 44663 members 
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	Iteration 126Q: 3 clusters Score -4509563 nChanged 160
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Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 44823 members 
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	Iteration 127Q: 3 clusters Score -4509602 nChanged 144
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Mstep: Class 2 contains 44967 members 
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	Iteration 128Q: 3 clusters Score -4509641 nChanged 140
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Mstep: Class 1 contains 2525 members 
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	Iteration 129Q: 3 clusters Score -4509678 nChanged 122
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Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 45229 members 
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	Iteration 130Q: 3 clusters Score -4509731 nChanged 107
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	Iteration 131Q: 3 clusters Score -4509764 nChanged 97
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Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 45433 members 
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	Iteration 132Q: 3 clusters Score -4509780 nChanged 95
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	Iteration 133Q: 3 clusters Score -4509790 nChanged 87
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Mstep: Class 2 contains 45615 members 
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	Iteration 134Q: 3 clusters Score -4509818 nChanged 75
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	Iteration 135Q: 3 clusters Score -4509846 nChanged 68
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4509854 nChanged 56
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	Iteration 137Q: 3 clusters Score -4509867 nChanged 36
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	Iteration 138Q: 3 clusters Score -4509877 nChanged 36
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	Iteration 139Q: 3 clusters Score -4509882 nChanged 38
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	Iteration 140F: 3 clusters Score -4509889 nChanged 42
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Mstep: Class 1 contains 1666 members 
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	Iteration 141Q: 3 clusters Score -4509898 nChanged 38
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	Iteration 142Q: 3 clusters Score -4509902 nChanged 35
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Entering Unmasked Estep 
Score: -4509903.500000 Penalty: 3500.659668
	Iteration 143Q: 3 clusters Score -4509904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -4509907.000000 Penalty: 3500.659668
	Iteration 144Q: 3 clusters Score -4509907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -4509904.000000 Penalty: 3500.659668
	Iteration 145Q: 3 clusters Score -4509904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -4509911.500000 Penalty: 3500.659668
	Iteration 146Q: 3 clusters Score -4509912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -4509909.500000 Penalty: 3500.659668
	Iteration 147Q: 3 clusters Score -4509910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -4509925.500000 Penalty: 3500.659668
	Iteration 148Q: 3 clusters Score -4509926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -4509926.000000 Penalty: 3500.659668
	Iteration 149Q: 3 clusters Score -4509926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -4509942.000000 Penalty: 3500.659668
	Iteration 150Q: 3 clusters Score -4509942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -4509942.000000 Penalty: 3500.659668
	Iteration 151Q: 3 clusters Score -4509942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -4509940.500000 Penalty: 3500.659668
	Iteration 152Q: 3 clusters Score -4509940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -4509941.000000 Penalty: 3500.659668
	Iteration 153Q: 3 clusters Score -4509941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -4509951.000000 Penalty: 3500.659668
	Iteration 154Q: 3 clusters Score -4509951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -4509947.500000 Penalty: 3500.659668
	Iteration 155Q: 3 clusters Score -4509948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -4509956.000000 Penalty: 3500.659668
	Iteration 156Q: 3 clusters Score -4509956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -4509951.500000 Penalty: 3500.659668
	Iteration 157Q: 3 clusters Score -4509952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -4509949.500000 Penalty: 3500.659668
	Iteration 158Q: 3 clusters Score -4509950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -4509946.000000 Penalty: 3500.659668
	Iteration 159Q: 3 clusters Score -4509946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -4509953.500000 Penalty: 3500.659668
	Iteration 160F: 3 clusters Score -4509954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -4509947.000000 Penalty: 3500.659668
	Iteration 161Q: 3 clusters Score -4509947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -4509947.500000 Penalty: 3500.659668
	Iteration 162Q: 3 clusters Score -4509948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -4509950.000000 Penalty: 3500.659668
	Iteration 163Q: 3 clusters Score -4509950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -4509950.000000 Penalty: 3500.659668
	Iteration 164Q: 3 clusters Score -4509950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -4509947.500000 Penalty: 3500.659668
	Iteration 165Q: 3 clusters Score -4509948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -4509945.000000 Penalty: 3500.659668
	Iteration 166Q: 3 clusters Score -4509945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -4509945.000000 Penalty: 3500.659668
	Iteration 167F: 3 clusters Score -4509945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -88567.117188 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -88567.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -87152.398438 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -87152.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -87472.867188 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -87472.87 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -87621.835938 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -87621.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -87728.320312 Penalty: 2259.947510
	Iteration 3F: 3 clusters Score -87728.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -87821.898438 Penalty: 2259.947510
	Iteration 4F: 3 clusters Score -87821.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -87896.898438 Penalty: 2259.947510
	Iteration 5Q: 3 clusters Score -87896.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -87936.570312 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -87936.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -87963.296875 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -87963.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -88001.101562 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -88001.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -88012.367188 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -88012.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -88023.156250 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -88023.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -88028.804688 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -88028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -88037.476562 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -88037.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -88046.773438 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -88046.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -88051.070312 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -88051.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -88053.671875 Penalty: 2259.947510
	Iteration 15Q: 3 clusters Score -88053.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -88054.257812 Penalty: 2259.947510
	Iteration 16F: 3 clusters Score -88054.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -88058.335938 Penalty: 2259.947510
	Iteration 17Q: 3 clusters Score -88058.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -88068.179688 Penalty: 2259.947510
	Iteration 18Q: 3 clusters Score -88068.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -88069.601562 Penalty: 2259.947510
	Iteration 19Q: 3 clusters Score -88069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -88069.601562 Penalty: 2259.947510
	Iteration 20F: 3 clusters Score -88069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Entering Unmasked Estep 
Score: -2449415.250000 Penalty: 1657.728271
	Iteration 0F: 2 clusters Score -2449415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2431164.000000 Penalty: 3315.456543
	Iteration 0F: 3 clusters Score -2431164 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2438056.000000 Penalty: 3315.456543
	Iteration 1F: 3 clusters Score -2438056 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2438432.750000 Penalty: 3315.456543
	Iteration 2Q: 3 clusters Score -2438433 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2438807.250000 Penalty: 3315.456543
	Iteration 3Q: 3 clusters Score -2438807 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2439215.500000 Penalty: 3315.456543
	Iteration 4Q: 3 clusters Score -2439216 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2439698.750000 Penalty: 3315.456543
	Iteration 5Q: 3 clusters Score -2439699 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2440358.750000 Penalty: 3315.456543
	Iteration 6Q: 3 clusters Score -2440359 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2441278.750000 Penalty: 3315.456543
	Iteration 7F: 3 clusters Score -2441279 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2442370.500000 Penalty: 3315.456543
	Iteration 8F: 3 clusters Score -2442370 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2443536.000000 Penalty: 3315.456543
	Iteration 9F: 3 clusters Score -2443536 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2444543.750000 Penalty: 3315.456543
	Iteration 10Q: 3 clusters Score -2444544 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2445286.500000 Penalty: 3315.456543
	Iteration 11Q: 3 clusters Score -2445286 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2445851.000000 Penalty: 3315.456543
	Iteration 12Q: 3 clusters Score -2445851 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2446265.000000 Penalty: 3315.456543
	Iteration 13Q: 3 clusters Score -2446265 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2446598.500000 Penalty: 3315.456543
	Iteration 14Q: 3 clusters Score -2446598 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2446882.250000 Penalty: 3315.456543
	Iteration 15Q: 3 clusters Score -2446882 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2447170.750000 Penalty: 3315.456543
	Iteration 16Q: 3 clusters Score -2447171 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2447369.500000 Penalty: 3315.456543
	Iteration 17Q: 3 clusters Score -2447370 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2447543.750000 Penalty: 3315.456543
	Iteration 18Q: 3 clusters Score -2447544 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2447684.250000 Penalty: 3315.456543
	Iteration 19Q: 3 clusters Score -2447684 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2447823.500000 Penalty: 3315.456543
	Iteration 20F: 3 clusters Score -2447824 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2447931.000000 Penalty: 3315.456543
	Iteration 21Q: 3 clusters Score -2447931 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2448007.750000 Penalty: 3315.456543
	Iteration 22Q: 3 clusters Score -2448008 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2448065.000000 Penalty: 3315.456543
	Iteration 23Q: 3 clusters Score -2448065 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2448100.500000 Penalty: 3315.456543
	Iteration 24Q: 3 clusters Score -2448100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2448131.250000 Penalty: 3315.456543
	Iteration 25Q: 3 clusters Score -2448131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2448139.750000 Penalty: 3315.456543
	Iteration 26Q: 3 clusters Score -2448140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2448163.000000 Penalty: 3315.456543
	Iteration 27Q: 3 clusters Score -2448163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2448172.500000 Penalty: 3315.456543
	Iteration 28Q: 3 clusters Score -2448172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2448178.500000 Penalty: 3315.456543
	Iteration 29Q: 3 clusters Score -2448178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2448184.750000 Penalty: 3315.456543
	Iteration 30Q: 3 clusters Score -2448185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2448191.000000 Penalty: 3315.456543
	Iteration 31Q: 3 clusters Score -2448191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2448198.000000 Penalty: 3315.456543
	Iteration 32Q: 3 clusters Score -2448198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2448206.250000 Penalty: 3315.456543
	Iteration 33Q: 3 clusters Score -2448206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2448213.500000 Penalty: 3315.456543
	Iteration 34Q: 3 clusters Score -2448214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2448220.000000 Penalty: 3315.456543
	Iteration 35Q: 3 clusters Score -2448220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2448226.750000 Penalty: 3315.456543
	Iteration 36Q: 3 clusters Score -2448227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2448228.500000 Penalty: 3315.456543
	Iteration 37Q: 3 clusters Score -2448228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2448232.250000 Penalty: 3315.456543
	Iteration 38Q: 3 clusters Score -2448232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2448236.500000 Penalty: 3315.456543
	Iteration 39Q: 3 clusters Score -2448236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2448237.750000 Penalty: 3315.456543
	Iteration 40F: 3 clusters Score -2448238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Entering Unmasked Estep 
Score: -6675294.500000 Penalty: 1813.867432
	Iteration 0F: 2 clusters Score -6675294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -6628580.500000 Penalty: 3627.734863
	Iteration 0F: 3 clusters Score -6628580 nChanged 33162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -6647297.500000 Penalty: 3627.734863
	Iteration 1F: 3 clusters Score -6647298 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6647745.000000 Penalty: 3627.734863
	Iteration 2Q: 3 clusters Score -6647745 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -6648354.500000 Penalty: 3627.734863
	Iteration 3Q: 3 clusters Score -6648354 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6649230.500000 Penalty: 3627.734863
	Iteration 4Q: 3 clusters Score -6649230 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -6650668.500000 Penalty: 3627.734863
	Iteration 5Q: 3 clusters Score -6650668 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -6653038.500000 Penalty: 3627.734863
	Iteration 6F: 3 clusters Score -6653038 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6656774.500000 Penalty: 3627.734863
	Iteration 7F: 3 clusters Score -6656774 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -6661994.500000 Penalty: 3627.734863
	Iteration 8F: 3 clusters Score -6661994 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6667311.500000 Penalty: 3627.734863
	Iteration 9F: 3 clusters Score -6667312 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -6670847.500000 Penalty: 3627.734863
	Iteration 10F: 3 clusters Score -6670848 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6672508.500000 Penalty: 3627.734863
	Iteration 11Q: 3 clusters Score -6672508 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6673176.500000 Penalty: 3627.734863
	Iteration 12Q: 3 clusters Score -6673176 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6673429.000000 Penalty: 3627.734863
	Iteration 13Q: 3 clusters Score -6673429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6673564.000000 Penalty: 3627.734863
	Iteration 14Q: 3 clusters Score -6673564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6673634.500000 Penalty: 3627.734863
	Iteration 15Q: 3 clusters Score -6673634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6673679.500000 Penalty: 3627.734863
	Iteration 16Q: 3 clusters Score -6673680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6673690.000000 Penalty: 3627.734863
	Iteration 17Q: 3 clusters Score -6673690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6673701.000000 Penalty: 3627.734863
	Iteration 18Q: 3 clusters Score -6673701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6673711.500000 Penalty: 3627.734863
	Iteration 19Q: 3 clusters Score -6673712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6673712.500000 Penalty: 3627.734863
	Iteration 20F: 3 clusters Score -6673712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6673712.500000 Penalty: 3627.734863
	Iteration 21Q: 3 clusters Score -6673712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6673714.500000 Penalty: 3627.734863
	Iteration 22Q: 3 clusters Score -6673714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6673713.500000 Penalty: 3627.734863
	Iteration 23Q: 3 clusters Score -6673714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6673713.500000 Penalty: 3627.734863
	Iteration 24F: 3 clusters Score -6673714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9585.938477 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -9585.938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8920.280273 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -8920.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9047.611328 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -9047.611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9133.137695 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -9133.138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9224.342773 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -9224.343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9305.585938 Penalty: 1669.134521
	Iteration 4F: 3 clusters Score -9305.586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9309.151367 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -9309.151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9322.962891 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -9322.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9326.617188 Penalty: 1669.134521
	Iteration 7Q: 3 clusters Score -9326.617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9326.617188 Penalty: 1669.134521
	Iteration 8F: 3 clusters Score -9326.617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Entering Unmasked Estep 
Score: -6352810.000000 Penalty: 1806.312622
	Iteration 0F: 2 clusters Score -6352810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -6307846.000000 Penalty: 3612.625244
	Iteration 0F: 3 clusters Score -6307846 nChanged 31852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -6325754.000000 Penalty: 3612.625244
	Iteration 1F: 3 clusters Score -6325754 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -6326325.500000 Penalty: 3612.625244
	Iteration 2Q: 3 clusters Score -6326326 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -6327041.000000 Penalty: 3612.625244
	Iteration 3Q: 3 clusters Score -6327041 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6328037.000000 Penalty: 3612.625244
	Iteration 4Q: 3 clusters Score -6328037 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -6329737.500000 Penalty: 3612.625244
	Iteration 5Q: 3 clusters Score -6329738 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -6332616.500000 Penalty: 3612.625244
	Iteration 6F: 3 clusters Score -6332616 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -6336664.500000 Penalty: 3612.625244
	Iteration 7F: 3 clusters Score -6336664 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -6341544.000000 Penalty: 3612.625244
	Iteration 8F: 3 clusters Score -6341544 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -6345569.500000 Penalty: 3612.625244
	Iteration 9F: 3 clusters Score -6345570 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6348183.000000 Penalty: 3612.625244
	Iteration 10Q: 3 clusters Score -6348183 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6349642.000000 Penalty: 3612.625244
	Iteration 11Q: 3 clusters Score -6349642 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6350350.000000 Penalty: 3612.625244
	Iteration 12Q: 3 clusters Score -6350350 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6350700.000000 Penalty: 3612.625244
	Iteration 13Q: 3 clusters Score -6350700 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6350876.000000 Penalty: 3612.625244
	Iteration 14Q: 3 clusters Score -6350876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6350980.500000 Penalty: 3612.625244
	Iteration 15Q: 3 clusters Score -6350980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6351057.000000 Penalty: 3612.625244
	Iteration 16Q: 3 clusters Score -6351057 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6351126.000000 Penalty: 3612.625244
	Iteration 17Q: 3 clusters Score -6351126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6351155.000000 Penalty: 3612.625244
	Iteration 18Q: 3 clusters Score -6351155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6351176.500000 Penalty: 3612.625244
	Iteration 19Q: 3 clusters Score -6351176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6351200.500000 Penalty: 3612.625244
	Iteration 20F: 3 clusters Score -6351200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6351212.000000 Penalty: 3612.625244
	Iteration 21Q: 3 clusters Score -6351212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6351220.000000 Penalty: 3612.625244
	Iteration 22Q: 3 clusters Score -6351220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6351224.500000 Penalty: 3612.625244
	Iteration 23Q: 3 clusters Score -6351224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6351229.500000 Penalty: 3612.625244
	Iteration 24Q: 3 clusters Score -6351230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6351229.500000 Penalty: 3612.625244
	Iteration 25Q: 3 clusters Score -6351230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6351227.500000 Penalty: 3612.625244
	Iteration 26Q: 3 clusters Score -6351228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6351242.000000 Penalty: 3612.625244
	Iteration 27Q: 3 clusters Score -6351242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6351251.000000 Penalty: 3612.625244
	Iteration 28Q: 3 clusters Score -6351251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6351251.000000 Penalty: 3612.625244
	Iteration 29Q: 3 clusters Score -6351251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6351252.500000 Penalty: 3612.625244
	Iteration 30Q: 3 clusters Score -6351252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6351252.500000 Penalty: 3612.625244
	Iteration 31F: 3 clusters Score -6351252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -133550.843750 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -133550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131799.437500 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -131799.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132138.281250 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -132138.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -132206.937500 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -132206.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -132246.906250 Penalty: 2376.579834
	Iteration 3Q: 3 clusters Score -132246.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -132283.406250 Penalty: 2376.579834
	Iteration 4Q: 3 clusters Score -132283.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -132303.343750 Penalty: 2376.579834
	Iteration 5Q: 3 clusters Score -132303.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -132315.953125 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -132316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -132325.796875 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -132325.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -132332.468750 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -132332.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -132338.015625 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -132338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -132341.812500 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -132341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -132343.875000 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -132343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -132344.703125 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -132344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -132344.703125 Penalty: 2376.579834
	Iteration 13F: 3 clusters Score -132344.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -36024.097656 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -36024.1 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 251 members 
Entering Unmasked Estep 
Score: -35007.078125 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -35007.08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35302.648438 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -35302.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35447.050781 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -35447.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35517.164062 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -35517.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35592.957031 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -35592.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35671.863281 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -35671.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35728.609375 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -35728.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35797.375000 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -35797.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35832.324219 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -35832.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35862.164062 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -35862.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35884.351562 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -35884.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35894.210938 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -35894.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35899.769531 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -35899.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35900.933594 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -35900.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35901.832031 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -35901.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35907.140625 Penalty: 2025.545654
	Iteration 15F: 3 clusters Score -35907.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35925.871094 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -35925.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35925.871094 Penalty: 2025.545654
	Iteration 17F: 3 clusters Score -35925.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -63086.816406 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -63086.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61804.683594 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -61804.68 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62032.238281 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -62032.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62104.730469 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -62104.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62141.265625 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -62141.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62158.210938 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -62158.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62166.902344 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -62166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62171.765625 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -62171.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62174.476562 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -62174.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62175.351562 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -62175.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62176.109375 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -62176.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62176.109375 Penalty: 2148.476074
	Iteration 10F: 3 clusters Score -62176.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58373 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184756 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 9200 members 
Mstep: Class 9 contains 132079 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47632 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26941 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67223 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469904.000000 Penalty: 54824.804688
Iteration 399Q: 26 clusters Score -6.64699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58372 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184753 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 132078 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 3551 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47633 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26942 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67222 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469924.000000 Penalty: 54824.804688
Iteration 400F: 26 clusters Score -6.646992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58372 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184746 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 9193 members 
Mstep: Class 9 contains 132077 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47634 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26940 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67222 members 
Mstep: Class 23 contains 1500 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469912.000000 Penalty: 54824.804688
Iteration 401Q: 26 clusters Score -6.646991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58373 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184745 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49028 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 132073 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26939 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67221 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469932.000000 Penalty: 54824.804688
Iteration 402Q: 26 clusters Score -6.646993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58373 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184748 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 8638 members 
Mstep: Class 8 contains 9183 members 
Mstep: Class 9 contains 132070 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26935 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67220 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469908.000000 Penalty: 54824.804688
Iteration 403Q: 26 clusters Score -6.646991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58373 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184748 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 8636 members 
Mstep: Class 8 contains 9178 members 
Mstep: Class 9 contains 132064 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41516 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47636 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26936 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67220 members 
Mstep: Class 23 contains 1500 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469912.000000 Penalty: 54824.804688
Iteration 404Q: 26 clusters Score -6.646991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58373 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184745 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49028 members 
Mstep: Class 7 contains 8638 members 
Mstep: Class 8 contains 9173 members 
Mstep: Class 9 contains 132065 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41517 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 3585 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26939 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67219 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469880.000000 Penalty: 54824.804688
Iteration 405Q: 26 clusters Score -6.646988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58372 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184744 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49028 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 9166 members 
Mstep: Class 9 contains 132066 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41519 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26939 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67214 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469900.000000 Penalty: 54824.804688
Iteration 406Q: 26 clusters Score -6.64699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58371 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184742 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49028 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9161 members 
Mstep: Class 9 contains 132068 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 3598 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26941 members 
Mstep: Class 20 contains 70420 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67212 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469864.000000 Penalty: 54824.804688
Iteration 407Q: 26 clusters Score -6.646986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58371 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184740 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49028 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9158 members 
Mstep: Class 9 contains 132069 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3602 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47636 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26942 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67210 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469892.000000 Penalty: 54824.804688
Iteration 408Q: 26 clusters Score -6.646989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184740 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49028 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 132071 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3604 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26942 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67209 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469876.000000 Penalty: 54824.804688
Iteration 409Q: 26 clusters Score -6.646988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184740 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9154 members 
Mstep: Class 9 contains 132072 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47634 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26942 members 
Mstep: Class 20 contains 70421 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67209 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469880.000000 Penalty: 54824.804688
Iteration 410Q: 26 clusters Score -6.646988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184741 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9153 members 
Mstep: Class 9 contains 132075 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3608 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47633 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26941 members 
Mstep: Class 20 contains 70418 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67209 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469868.000000 Penalty: 54824.804688
Iteration 411Q: 26 clusters Score -6.646987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184743 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9150 members 
Mstep: Class 9 contains 132079 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3611 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47632 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26941 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469868.000000 Penalty: 54824.804688
Iteration 412Q: 26 clusters Score -6.646987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184744 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9147 members 
Mstep: Class 9 contains 132082 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41519 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3614 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26941 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469888.000000 Penalty: 54824.804688
Iteration 413Q: 26 clusters Score -6.646989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184745 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9145 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41519 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3618 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26939 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469940.000000 Penalty: 54824.804688
Iteration 414Q: 26 clusters Score -6.646994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184743 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41519 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3622 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26939 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469920.000000 Penalty: 54824.804688
Iteration 415Q: 26 clusters Score -6.646992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184742 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3625 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26936 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469928.000000 Penalty: 54824.804688
Iteration 416Q: 26 clusters Score -6.646993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184740 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9144 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3628 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26934 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469936.000000 Penalty: 54824.804688
Iteration 417Q: 26 clusters Score -6.646994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184739 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26934 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469916.000000 Penalty: 54824.804688
Iteration 418Q: 26 clusters Score -6.646992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58369 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184741 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26927 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469980.000000 Penalty: 54824.804688
Iteration 419Q: 26 clusters Score -6.646998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58369 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184739 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3646 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26926 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67208 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469968.000000 Penalty: 54824.804688
Iteration 420F: 26 clusters Score -6.646997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184739 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 132081 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3651 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26924 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67207 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469976.000000 Penalty: 54824.804688
Iteration 421Q: 26 clusters Score -6.646998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184739 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 132083 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41520 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 3652 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 26920 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67205 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469964.000000 Penalty: 54824.804688
Iteration 422Q: 26 clusters Score -6.646996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184742 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 132085 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41521 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 3655 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26913 members 
Mstep: Class 20 contains 70417 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67203 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469940.000000 Penalty: 54824.804688
Iteration 423Q: 26 clusters Score -6.646994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184742 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49025 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 9145 members 
Mstep: Class 9 contains 132090 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41521 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47630 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26908 members 
Mstep: Class 20 contains 70418 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67203 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469920.000000 Penalty: 54824.804688
Iteration 424Q: 26 clusters Score -6.646992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184743 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49024 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 9148 members 
Mstep: Class 9 contains 132089 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26908 members 
Mstep: Class 20 contains 70416 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67203 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469952.000000 Penalty: 54824.804688
Iteration 425Q: 26 clusters Score -6.646995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184746 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49024 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 9151 members 
Mstep: Class 9 contains 132090 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26906 members 
Mstep: Class 20 contains 70415 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67202 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469948.000000 Penalty: 54824.804688
Iteration 426Q: 26 clusters Score -6.646995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184750 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49023 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 9154 members 
Mstep: Class 9 contains 132090 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47625 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26902 members 
Mstep: Class 20 contains 70413 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67202 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469988.000000 Penalty: 54824.804688
Iteration 427Q: 26 clusters Score -6.646999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184753 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49022 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 132088 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47624 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26900 members 
Mstep: Class 20 contains 70414 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67202 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469976.000000 Penalty: 54824.804688
Iteration 428Q: 26 clusters Score -6.646998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184754 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 9159 members 
Mstep: Class 9 contains 132088 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47624 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26897 members 
Mstep: Class 20 contains 70414 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67202 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470012.000000 Penalty: 54824.804688
Iteration 429Q: 26 clusters Score -6.647001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184755 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 132088 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47624 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26895 members 
Mstep: Class 20 contains 70412 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67202 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66470008.000000 Penalty: 54824.804688
Iteration 430Q: 26 clusters Score -6.647001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184755 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 9161 members 
Mstep: Class 9 contains 132088 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 3657 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47624 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26896 members 
Mstep: Class 20 contains 70412 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67201 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469996.000000 Penalty: 54824.804688
Iteration 431Q: 26 clusters Score -6.647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184755 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 9160 members 
Mstep: Class 9 contains 132088 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47624 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26895 members 
Mstep: Class 20 contains 70412 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67201 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469984.000000 Penalty: 54824.804688
Iteration 432Q: 26 clusters Score -6.646998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184755 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 9160 members 
Mstep: Class 9 contains 132088 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47624 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26894 members 
Mstep: Class 20 contains 70412 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67201 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469984.000000 Penalty: 54824.804688
Iteration 433Q: 26 clusters Score -6.646998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 184755 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 9160 members 
Mstep: Class 9 contains 132088 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 47624 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 26894 members 
Mstep: Class 20 contains 70412 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 67201 members 
Mstep: Class 23 contains 1499 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66469984.000000 Penalty: 54824.804688
Iteration 434F: 26 clusters Score -6.646998e+07 nChanged 0
Entering ConstructFrom: 
Score: -66469984.000000 Penalty: 54824.804688
Entering ConstructFrom: 
Trying to split cluster 1 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -92518.593750 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -92518.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -91034.648438 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -91034.65 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91314.601562 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -91314.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -91426.992188 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -91426.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91526.859375 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -91526.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -91598.906250 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -91598.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91667.843750 Penalty: 2276.586670
	Iteration 5F: 3 clusters Score -91667.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -91711.085938 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -91711.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -91759.851562 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -91759.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -91792.414062 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -91792.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -91815.945312 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -91815.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -91830.898438 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -91830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -91836.289062 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -91836.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -91840.898438 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -91840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -91842.585938 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -91842.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -91842.585938 Penalty: 2276.586670
	Iteration 14F: 3 clusters Score -91842.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Entering Unmasked Estep 
Score: -5512961.000000 Penalty: 1783.365479
	Iteration 0F: 2 clusters Score -5512961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -5473922.500000 Penalty: 3566.730957
	Iteration 0F: 3 clusters Score -5473922 nChanged 27519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -5489851.000000 Penalty: 3566.730957
	Iteration 1F: 3 clusters Score -5489851 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -5490564.500000 Penalty: 3566.730957
	Iteration 2Q: 3 clusters Score -5490564 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5491410.000000 Penalty: 3566.730957
	Iteration 3Q: 3 clusters Score -5491410 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5492379.500000 Penalty: 3566.730957
	Iteration 4Q: 3 clusters Score -5492380 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5493453.000000 Penalty: 3566.730957
	Iteration 5Q: 3 clusters Score -5493453 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
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Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5498034 nChanged 3577
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Mstep: Class 1 contains 33199 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5510661 nChanged 305
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	Iteration 58Q: 3 clusters Score -5511543 nChanged 71
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	Iteration 66Q: 3 clusters Score -5511632 nChanged 32
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	Iteration 67Q: 3 clusters Score -5511640 nChanged 31
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	Iteration 69Q: 3 clusters Score -5511668 nChanged 34
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	Iteration 71Q: 3 clusters Score -5511680 nChanged 32
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	Iteration 73Q: 3 clusters Score -5511686 nChanged 31
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	Iteration 74Q: 3 clusters Score -5511684 nChanged 25
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	Iteration 78Q: 3 clusters Score -5511700 nChanged 12
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	Iteration 79Q: 3 clusters Score -5511691 nChanged 8
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	Iteration 80F: 3 clusters Score -5511701 nChanged 15
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	Iteration 81Q: 3 clusters Score -5511700 nChanged 16
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	Iteration 82Q: 3 clusters Score -5511711 nChanged 9
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	Iteration 83Q: 3 clusters Score -5511710 nChanged 5
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	Iteration 84Q: 3 clusters Score -5511708 nChanged 4
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	Iteration 85Q: 3 clusters Score -5511715 nChanged 2
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	Iteration 86Q: 3 clusters Score -5511715 nChanged 3
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	Iteration 87Q: 3 clusters Score -5511714 nChanged 5
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	Iteration 88Q: 3 clusters Score -5511710 nChanged 4
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	Iteration 89Q: 3 clusters Score -5511722 nChanged 3
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	Iteration 90Q: 3 clusters Score -5511721 nChanged 3
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	Iteration 91Q: 3 clusters Score -5511722 nChanged 4
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	Iteration 94Q: 3 clusters Score -5511727 nChanged 3
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	Iteration 96Q: 3 clusters Score -5511727 nChanged 2
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	Iteration 97Q: 3 clusters Score -5511722 nChanged 1
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	Iteration 98Q: 3 clusters Score -5511725 nChanged 2
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	Iteration 99Q: 3 clusters Score -5511724 nChanged 4
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Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5511730.000000 Penalty: 3566.730957
	Iteration 100F: 3 clusters Score -5511730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5511727.500000 Penalty: 3566.730957
	Iteration 101Q: 3 clusters Score -5511728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5511724.000000 Penalty: 3566.730957
	Iteration 102Q: 3 clusters Score -5511724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5511728.500000 Penalty: 3566.730957
	Iteration 103Q: 3 clusters Score -5511728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5511720.500000 Penalty: 3566.730957
	Iteration 104Q: 3 clusters Score -5511720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5511725.000000 Penalty: 3566.730957
	Iteration 105Q: 3 clusters Score -5511725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5511727.500000 Penalty: 3566.730957
	Iteration 106Q: 3 clusters Score -5511728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5511736.000000 Penalty: 3566.730957
	Iteration 107Q: 3 clusters Score -5511736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5511735.000000 Penalty: 3566.730957
	Iteration 108Q: 3 clusters Score -5511735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5511735.000000 Penalty: 3566.730957
	Iteration 109F: 3 clusters Score -5511735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Entering Unmasked Estep 
Score: -849504.375000 Penalty: 1481.247559
	Iteration 0F: 2 clusters Score -849504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -842919.187500 Penalty: 2962.495117
	Iteration 0F: 3 clusters Score -842919.2 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -845035.375000 Penalty: 2962.495117
	Iteration 1F: 3 clusters Score -845035.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -845279.812500 Penalty: 2962.495117
	Iteration 2F: 3 clusters Score -845279.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -845457.875000 Penalty: 2962.495117
	Iteration 3Q: 3 clusters Score -845457.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -845612.125000 Penalty: 2962.495117
	Iteration 4Q: 3 clusters Score -845612.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -845767.437500 Penalty: 2962.495117
	Iteration 5Q: 3 clusters Score -845767.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -845905.562500 Penalty: 2962.495117
	Iteration 6Q: 3 clusters Score -845905.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -846070.625000 Penalty: 2962.495117
	Iteration 7Q: 3 clusters Score -846070.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -846279.250000 Penalty: 2962.495117
	Iteration 8Q: 3 clusters Score -846279.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -846541.187500 Penalty: 2962.495117
	Iteration 9Q: 3 clusters Score -846541.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -846818.937500 Penalty: 2962.495117
	Iteration 10Q: 3 clusters Score -846818.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -847087.500000 Penalty: 2962.495117
	Iteration 11Q: 3 clusters Score -847087.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -847355.000000 Penalty: 2962.495117
	Iteration 12Q: 3 clusters Score -847355 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -847571.687500 Penalty: 2962.495117
	Iteration 13Q: 3 clusters Score -847571.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -847733.312500 Penalty: 2962.495117
	Iteration 14Q: 3 clusters Score -847733.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -847874.250000 Penalty: 2962.495117
	Iteration 15Q: 3 clusters Score -847874.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -847983.000000 Penalty: 2962.495117
	Iteration 16Q: 3 clusters Score -847983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -848063.312500 Penalty: 2962.495117
	Iteration 17Q: 3 clusters Score -848063.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -848118.875000 Penalty: 2962.495117
	Iteration 18Q: 3 clusters Score -848118.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -848147.312500 Penalty: 2962.495117
	Iteration 19Q: 3 clusters Score -848147.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -848166.187500 Penalty: 2962.495117
	Iteration 20F: 3 clusters Score -848166.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -848183.750000 Penalty: 2962.495117
	Iteration 21Q: 3 clusters Score -848183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -848189.625000 Penalty: 2962.495117
	Iteration 22Q: 3 clusters Score -848189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -848195.750000 Penalty: 2962.495117
	Iteration 23Q: 3 clusters Score -848195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -848201.000000 Penalty: 2962.495117
	Iteration 24Q: 3 clusters Score -848201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -848206.750000 Penalty: 2962.495117
	Iteration 25Q: 3 clusters Score -848206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -848210.000000 Penalty: 2962.495117
	Iteration 26Q: 3 clusters Score -848210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -848214.812500 Penalty: 2962.495117
	Iteration 27Q: 3 clusters Score -848214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -848217.062500 Penalty: 2962.495117
	Iteration 28Q: 3 clusters Score -848217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -848218.500000 Penalty: 2962.495117
	Iteration 29Q: 3 clusters Score -848218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -848218.812500 Penalty: 2962.495117
	Iteration 30Q: 3 clusters Score -848218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -848218.812500 Penalty: 2962.495117
	Iteration 31F: 3 clusters Score -848218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (184755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184755 members 
Entering Unmasked Estep 
Score: -17275476.000000 Penalty: 1970.602783
	Iteration 0F: 2 clusters Score -1.727548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -17153708.000000 Penalty: 3941.205566
	Iteration 0F: 3 clusters Score -1.715371e+07 nChanged 89414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -17207148.000000 Penalty: 3941.205566
	Iteration 1F: 3 clusters Score -1.720715e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -17209188.000000 Penalty: 3941.205566
	Iteration 2Q: 3 clusters Score -1.720919e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -17212250.000000 Penalty: 3941.205566
	Iteration 3Q: 3 clusters Score -1.721225e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
Score: -17217694.000000 Penalty: 3941.205566
	Iteration 4F: 3 clusters Score -1.721769e+07 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -17226436.000000 Penalty: 3941.205566
	Iteration 5F: 3 clusters Score -1.722644e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128146 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -17237820.000000 Penalty: 3941.205566
	Iteration 6F: 3 clusters Score -1.723782e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132727 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -17247604.000000 Penalty: 3941.205566
	Iteration 7F: 3 clusters Score -1.72476e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134323 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -17251748.000000 Penalty: 3941.205566
	Iteration 8Q: 3 clusters Score -1.725175e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134852 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -17252986.000000 Penalty: 3941.205566
	Iteration 9Q: 3 clusters Score -1.725299e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135208 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -17253846.000000 Penalty: 3941.205566
	Iteration 10Q: 3 clusters Score -1.725385e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135553 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -17254466.000000 Penalty: 3941.205566
	Iteration 11Q: 3 clusters Score -1.725447e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135901 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -17255322.000000 Penalty: 3941.205566
	Iteration 12Q: 3 clusters Score -1.725532e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136290 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -17256110.000000 Penalty: 3941.205566
	Iteration 13Q: 3 clusters Score -1.725611e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -17256922.000000 Penalty: 3941.205566
	Iteration 14Q: 3 clusters Score -1.725692e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137162 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -17257560.000000 Penalty: 3941.205566
	Iteration 15Q: 3 clusters Score -1.725756e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137625 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -17258260.000000 Penalty: 3941.205566
	Iteration 16Q: 3 clusters Score -1.725826e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138120 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -17258914.000000 Penalty: 3941.205566
	Iteration 17Q: 3 clusters Score -1.725891e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -17259600.000000 Penalty: 3941.205566
	Iteration 18Q: 3 clusters Score -1.72596e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139372 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -17260284.000000 Penalty: 3941.205566
	Iteration 19Q: 3 clusters Score -1.726028e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140057 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -17260832.000000 Penalty: 3941.205566
	Iteration 20F: 3 clusters Score -1.726083e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140854 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -17261394.000000 Penalty: 3941.205566
	Iteration 21Q: 3 clusters Score -1.726139e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -17262042.000000 Penalty: 3941.205566
	Iteration 22Q: 3 clusters Score -1.726204e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -17262638.000000 Penalty: 3941.205566
	Iteration 23Q: 3 clusters Score -1.726264e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -17263116.000000 Penalty: 3941.205566
	Iteration 24Q: 3 clusters Score -1.726312e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -17263600.000000 Penalty: 3941.205566
	Iteration 25Q: 3 clusters Score -1.72636e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145282 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -17264044.000000 Penalty: 3941.205566
	Iteration 26Q: 3 clusters Score -1.726404e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -17264500.000000 Penalty: 3941.205566
	Iteration 27Q: 3 clusters Score -1.72645e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147009 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -17264942.000000 Penalty: 3941.205566
	Iteration 28Q: 3 clusters Score -1.726494e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147843 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -17265232.000000 Penalty: 3941.205566
	Iteration 29Q: 3 clusters Score -1.726523e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148684 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -17265602.000000 Penalty: 3941.205566
	Iteration 30Q: 3 clusters Score -1.72656e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149485 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -17266064.000000 Penalty: 3941.205566
	Iteration 31Q: 3 clusters Score -1.726606e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150341 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -17266582.000000 Penalty: 3941.205566
	Iteration 32Q: 3 clusters Score -1.726658e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -17267244.000000 Penalty: 3941.205566
	Iteration 33Q: 3 clusters Score -1.726724e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -17267854.000000 Penalty: 3941.205566
	Iteration 34Q: 3 clusters Score -1.726785e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -17268470.000000 Penalty: 3941.205566
	Iteration 35Q: 3 clusters Score -1.726847e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -17269018.000000 Penalty: 3941.205566
	Iteration 36Q: 3 clusters Score -1.726902e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155390 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -17269586.000000 Penalty: 3941.205566
	Iteration 37Q: 3 clusters Score -1.726959e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -17270086.000000 Penalty: 3941.205566
	Iteration 38Q: 3 clusters Score -1.727009e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -17270584.000000 Penalty: 3941.205566
	Iteration 39Q: 3 clusters Score -1.727058e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -17270978.000000 Penalty: 3941.205566
	Iteration 40F: 3 clusters Score -1.727098e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -17271344.000000 Penalty: 3941.205566
	Iteration 41Q: 3 clusters Score -1.727134e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -17271606.000000 Penalty: 3941.205566
	Iteration 42Q: 3 clusters Score -1.727161e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161791 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -17271918.000000 Penalty: 3941.205566
	Iteration 43Q: 3 clusters Score -1.727192e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162840 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -17272200.000000 Penalty: 3941.205566
	Iteration 44Q: 3 clusters Score -1.72722e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163876 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -17272454.000000 Penalty: 3941.205566
	Iteration 45Q: 3 clusters Score -1.727245e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -17272722.000000 Penalty: 3941.205566
	Iteration 46Q: 3 clusters Score -1.727272e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165911 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -17272996.000000 Penalty: 3941.205566
	Iteration 47Q: 3 clusters Score -1.7273e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166875 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -17273138.000000 Penalty: 3941.205566
	Iteration 48Q: 3 clusters Score -1.727314e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -17273258.000000 Penalty: 3941.205566
	Iteration 49Q: 3 clusters Score -1.727326e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -17273466.000000 Penalty: 3941.205566
	Iteration 50Q: 3 clusters Score -1.727347e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -17273558.000000 Penalty: 3941.205566
	Iteration 51Q: 3 clusters Score -1.727356e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170646 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -17273650.000000 Penalty: 3941.205566
	Iteration 52Q: 3 clusters Score -1.727365e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171503 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -17273734.000000 Penalty: 3941.205566
	Iteration 53Q: 3 clusters Score -1.727373e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172250 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -17273802.000000 Penalty: 3941.205566
	Iteration 54Q: 3 clusters Score -1.72738e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172979 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -17273812.000000 Penalty: 3941.205566
	Iteration 55Q: 3 clusters Score -1.727381e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173668 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -17273808.000000 Penalty: 3941.205566
	Iteration 56Q: 3 clusters Score -1.727381e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174351 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -17273892.000000 Penalty: 3941.205566
	Iteration 57Q: 3 clusters Score -1.727389e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174961 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -17273942.000000 Penalty: 3941.205566
	Iteration 58Q: 3 clusters Score -1.727394e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -17273978.000000 Penalty: 3941.205566
	Iteration 59Q: 3 clusters Score -1.727398e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176098 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -17273934.000000 Penalty: 3941.205566
	Iteration 60F: 3 clusters Score -1.727393e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176655 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -17273904.000000 Penalty: 3941.205566
	Iteration 61Q: 3 clusters Score -1.72739e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177159 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -17273834.000000 Penalty: 3941.205566
	Iteration 62Q: 3 clusters Score -1.727383e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177641 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -17273894.000000 Penalty: 3941.205566
	Iteration 63Q: 3 clusters Score -1.727389e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -17273964.000000 Penalty: 3941.205566
	Iteration 64Q: 3 clusters Score -1.727396e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178513 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -17273966.000000 Penalty: 3941.205566
	Iteration 65Q: 3 clusters Score -1.727397e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178924 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -17273914.000000 Penalty: 3941.205566
	Iteration 66Q: 3 clusters Score -1.727391e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179324 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -17273956.000000 Penalty: 3941.205566
	Iteration 67Q: 3 clusters Score -1.727396e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179658 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -17273954.000000 Penalty: 3941.205566
	Iteration 68Q: 3 clusters Score -1.727395e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179975 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -17273966.000000 Penalty: 3941.205566
	Iteration 69Q: 3 clusters Score -1.727397e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180296 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -17273968.000000 Penalty: 3941.205566
	Iteration 70Q: 3 clusters Score -1.727397e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -17273982.000000 Penalty: 3941.205566
	Iteration 71Q: 3 clusters Score -1.727398e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180886 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -17274028.000000 Penalty: 3941.205566
	Iteration 72Q: 3 clusters Score -1.727403e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181166 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17273990.000000 Penalty: 3941.205566
	Iteration 73Q: 3 clusters Score -1.727399e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181455 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -17273990.000000 Penalty: 3941.205566
	Iteration 74Q: 3 clusters Score -1.727399e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181724 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -17273988.000000 Penalty: 3941.205566
	Iteration 75Q: 3 clusters Score -1.727399e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -17273992.000000 Penalty: 3941.205566
	Iteration 76Q: 3 clusters Score -1.727399e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182172 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -17273990.000000 Penalty: 3941.205566
	Iteration 77Q: 3 clusters Score -1.727399e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182374 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -17274018.000000 Penalty: 3941.205566
	Iteration 78Q: 3 clusters Score -1.727402e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182545 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -17274050.000000 Penalty: 3941.205566
	Iteration 79Q: 3 clusters Score -1.727405e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182713 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -17274016.000000 Penalty: 3941.205566
	Iteration 80F: 3 clusters Score -1.727402e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182858 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -17274004.000000 Penalty: 3941.205566
	Iteration 81Q: 3 clusters Score -1.7274e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182989 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -17273968.000000 Penalty: 3941.205566
	Iteration 82Q: 3 clusters Score -1.727397e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183123 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17273972.000000 Penalty: 3941.205566
	Iteration 83Q: 3 clusters Score -1.727397e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183237 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -17273980.000000 Penalty: 3941.205566
	Iteration 84Q: 3 clusters Score -1.727398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183330 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -17273984.000000 Penalty: 3941.205566
	Iteration 85Q: 3 clusters Score -1.727398e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183430 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17273954.000000 Penalty: 3941.205566
	Iteration 86Q: 3 clusters Score -1.727395e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183526 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -17273960.000000 Penalty: 3941.205566
	Iteration 87Q: 3 clusters Score -1.727396e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183615 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17273948.000000 Penalty: 3941.205566
	Iteration 88Q: 3 clusters Score -1.727395e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183679 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -17273972.000000 Penalty: 3941.205566
	Iteration 89Q: 3 clusters Score -1.727397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183738 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17273996.000000 Penalty: 3941.205566
	Iteration 90Q: 3 clusters Score -1.7274e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183799 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17274012.000000 Penalty: 3941.205566
	Iteration 91Q: 3 clusters Score -1.727401e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183856 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17274012.000000 Penalty: 3941.205566
	Iteration 92Q: 3 clusters Score -1.727401e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183894 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -17273996.000000 Penalty: 3941.205566
	Iteration 93Q: 3 clusters Score -1.7274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183929 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17273994.000000 Penalty: 3941.205566
	Iteration 94Q: 3 clusters Score -1.727399e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -17274018.000000 Penalty: 3941.205566
	Iteration 95Q: 3 clusters Score -1.727402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183989 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -17274016.000000 Penalty: 3941.205566
	Iteration 96Q: 3 clusters Score -1.727402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184006 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17274028.000000 Penalty: 3941.205566
	Iteration 97Q: 3 clusters Score -1.727403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184023 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -17274032.000000 Penalty: 3941.205566
	Iteration 98Q: 3 clusters Score -1.727403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184044 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17274038.000000 Penalty: 3941.205566
	Iteration 99Q: 3 clusters Score -1.727404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184060 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17274058.000000 Penalty: 3941.205566
	Iteration 100F: 3 clusters Score -1.727406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184076 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -17274062.000000 Penalty: 3941.205566
	Iteration 101Q: 3 clusters Score -1.727406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184098 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -17274064.000000 Penalty: 3941.205566
	Iteration 102Q: 3 clusters Score -1.727406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -17274060.000000 Penalty: 3941.205566
	Iteration 103Q: 3 clusters Score -1.727406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184131 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -17274070.000000 Penalty: 3941.205566
	Iteration 104Q: 3 clusters Score -1.727407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184139 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -17274060.000000 Penalty: 3941.205566
	Iteration 105Q: 3 clusters Score -1.727406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184152 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -17274058.000000 Penalty: 3941.205566
	Iteration 106Q: 3 clusters Score -1.727406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184154 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17274064.000000 Penalty: 3941.205566
	Iteration 107Q: 3 clusters Score -1.727406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184156 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -17274054.000000 Penalty: 3941.205566
	Iteration 108Q: 3 clusters Score -1.727405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184159 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -17274056.000000 Penalty: 3941.205566
	Iteration 109Q: 3 clusters Score -1.727406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184162 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -17274056.000000 Penalty: 3941.205566
	Iteration 110Q: 3 clusters Score -1.727406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184165 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -17274060.000000 Penalty: 3941.205566
	Iteration 111Q: 3 clusters Score -1.727406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -17274058.000000 Penalty: 3941.205566
	Iteration 112Q: 3 clusters Score -1.727406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184169 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -17274056.000000 Penalty: 3941.205566
	Iteration 113Q: 3 clusters Score -1.727406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184171 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -17274060.000000 Penalty: 3941.205566
	Iteration 114Q: 3 clusters Score -1.727406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184173 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -17274062.000000 Penalty: 3941.205566
	Iteration 115Q: 3 clusters Score -1.727406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184174 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -17274062.000000 Penalty: 3941.205566
	Iteration 116Q: 3 clusters Score -1.727406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184174 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -17274062.000000 Penalty: 3941.205566
	Iteration 117F: 3 clusters Score -1.727406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -16536.189453 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -16536.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15778.608398 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -15778.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15964.597656 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -15964.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16028.663086 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -16028.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16072.704102 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -16072.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16090.564453 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -16090.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16100.498047 Penalty: 1823.078369
	Iteration 5Q: 3 clusters Score -16100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16107.811523 Penalty: 1823.078369
	Iteration 6Q: 3 clusters Score -16107.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16107.811523 Penalty: 1823.078369
	Iteration 7F: 3 clusters Score -16107.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Entering Unmasked Estep 
Score: -4644502.500000 Penalty: 1755.000610
	Iteration 0F: 2 clusters Score -4644502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -4611515.000000 Penalty: 3510.001221
	Iteration 0F: 3 clusters Score -4611515 nChanged 23165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4624946.000000 Penalty: 3510.001221
	Iteration 1F: 3 clusters Score -4624946 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -4625725.500000 Penalty: 3510.001221
	Iteration 2Q: 3 clusters Score -4625726 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4626644.000000 Penalty: 3510.001221
	Iteration 3Q: 3 clusters Score -4626644 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4627926.000000 Penalty: 3510.001221
	Iteration 4F: 3 clusters Score -4627926 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4629826.500000 Penalty: 3510.001221
	Iteration 5F: 3 clusters Score -4629826 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4632603.000000 Penalty: 3510.001221
	Iteration 6F: 3 clusters Score -4632603 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -4635940.000000 Penalty: 3510.001221
	Iteration 7F: 3 clusters Score -4635940 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -4638536.500000 Penalty: 3510.001221
	Iteration 8F: 3 clusters Score -4638536 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -4639643.000000 Penalty: 3510.001221
	Iteration 9Q: 3 clusters Score -4639643 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4640051.500000 Penalty: 3510.001221
	Iteration 10Q: 3 clusters Score -4640052 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4640331.500000 Penalty: 3510.001221
	Iteration 11Q: 3 clusters Score -4640332 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4640540.500000 Penalty: 3510.001221
	Iteration 12Q: 3 clusters Score -4640540 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4640737.000000 Penalty: 3510.001221
	Iteration 13Q: 3 clusters Score -4640737 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -4640898.000000 Penalty: 3510.001221
	Iteration 14Q: 3 clusters Score -4640898 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4641077.000000 Penalty: 3510.001221
	Iteration 15Q: 3 clusters Score -4641077 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4641194.500000 Penalty: 3510.001221
	Iteration 16Q: 3 clusters Score -4641194 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4641308.500000 Penalty: 3510.001221
	Iteration 17Q: 3 clusters Score -4641308 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4641471.000000 Penalty: 3510.001221
	Iteration 18Q: 3 clusters Score -4641471 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4641642.500000 Penalty: 3510.001221
	Iteration 19Q: 3 clusters Score -4641642 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -4641788.500000 Penalty: 3510.001221
	Iteration 20F: 3 clusters Score -4641788 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4641980.500000 Penalty: 3510.001221
	Iteration 21Q: 3 clusters Score -4641980 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -4642116.500000 Penalty: 3510.001221
	Iteration 22Q: 3 clusters Score -4642116 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4642234.000000 Penalty: 3510.001221
	Iteration 23Q: 3 clusters Score -4642234 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4642359.000000 Penalty: 3510.001221
	Iteration 24Q: 3 clusters Score -4642359 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -4642463.500000 Penalty: 3510.001221
	Iteration 25Q: 3 clusters Score -4642464 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4642555.500000 Penalty: 3510.001221
	Iteration 26Q: 3 clusters Score -4642556 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4642630.500000 Penalty: 3510.001221
	Iteration 27Q: 3 clusters Score -4642630 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4642695.000000 Penalty: 3510.001221
	Iteration 28Q: 3 clusters Score -4642695 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4642771.500000 Penalty: 3510.001221
	Iteration 29Q: 3 clusters Score -4642772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4642841.000000 Penalty: 3510.001221
	Iteration 30Q: 3 clusters Score -4642841 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4642888.000000 Penalty: 3510.001221
	Iteration 31Q: 3 clusters Score -4642888 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4642947.500000 Penalty: 3510.001221
	Iteration 32Q: 3 clusters Score -4642948 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4643014.500000 Penalty: 3510.001221
	Iteration 33Q: 3 clusters Score -4643014 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4643053.000000 Penalty: 3510.001221
	Iteration 34Q: 3 clusters Score -4643053 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4643085.000000 Penalty: 3510.001221
	Iteration 35Q: 3 clusters Score -4643085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4643092.500000 Penalty: 3510.001221
	Iteration 36Q: 3 clusters Score -4643092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4643103.500000 Penalty: 3510.001221
	Iteration 37Q: 3 clusters Score -4643104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4643133.500000 Penalty: 3510.001221
	Iteration 38Q: 3 clusters Score -4643134 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4643162.500000 Penalty: 3510.001221
	Iteration 39Q: 3 clusters Score -4643162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4643197.500000 Penalty: 3510.001221
	Iteration 40F: 3 clusters Score -4643198 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4643224.000000 Penalty: 3510.001221
	Iteration 41Q: 3 clusters Score -4643224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4643242.000000 Penalty: 3510.001221
	Iteration 42Q: 3 clusters Score -4643242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4643256.500000 Penalty: 3510.001221
	Iteration 43Q: 3 clusters Score -4643256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4643275.000000 Penalty: 3510.001221
	Iteration 44Q: 3 clusters Score -4643275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4643273.500000 Penalty: 3510.001221
	Iteration 45Q: 3 clusters Score -4643274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4643289.500000 Penalty: 3510.001221
	Iteration 46Q: 3 clusters Score -4643290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4643294.000000 Penalty: 3510.001221
	Iteration 47Q: 3 clusters Score -4643294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4643303.500000 Penalty: 3510.001221
	Iteration 48Q: 3 clusters Score -4643304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4643299.500000 Penalty: 3510.001221
	Iteration 49Q: 3 clusters Score -4643300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4643315.000000 Penalty: 3510.001221
	Iteration 50Q: 3 clusters Score -4643315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4643322.500000 Penalty: 3510.001221
	Iteration 51Q: 3 clusters Score -4643322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4643330.500000 Penalty: 3510.001221
	Iteration 52Q: 3 clusters Score -4643330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4643343.500000 Penalty: 3510.001221
	Iteration 53Q: 3 clusters Score -4643344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4643346.000000 Penalty: 3510.001221
	Iteration 54Q: 3 clusters Score -4643346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4643336.500000 Penalty: 3510.001221
	Iteration 55Q: 3 clusters Score -4643336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4643345.500000 Penalty: 3510.001221
	Iteration 56Q: 3 clusters Score -4643346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4643351.000000 Penalty: 3510.001221
	Iteration 57Q: 3 clusters Score -4643351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4643355.000000 Penalty: 3510.001221
	Iteration 58Q: 3 clusters Score -4643355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4643361.000000 Penalty: 3510.001221
	Iteration 59Q: 3 clusters Score -4643361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4643363.500000 Penalty: 3510.001221
	Iteration 60F: 3 clusters Score -4643364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4643368.000000 Penalty: 3510.001221
	Iteration 61Q: 3 clusters Score -4643368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4643367.000000 Penalty: 3510.001221
	Iteration 62Q: 3 clusters Score -4643367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4643369.000000 Penalty: 3510.001221
	Iteration 63Q: 3 clusters Score -4643369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4643366.500000 Penalty: 3510.001221
	Iteration 64Q: 3 clusters Score -4643366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4643371.500000 Penalty: 3510.001221
	Iteration 65Q: 3 clusters Score -4643372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4643375.500000 Penalty: 3510.001221
	Iteration 66Q: 3 clusters Score -4643376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4643373.500000 Penalty: 3510.001221
	Iteration 67Q: 3 clusters Score -4643374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4643373.000000 Penalty: 3510.001221
	Iteration 68Q: 3 clusters Score -4643373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4643379.000000 Penalty: 3510.001221
	Iteration 69Q: 3 clusters Score -4643379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4643380.500000 Penalty: 3510.001221
	Iteration 70Q: 3 clusters Score -4643380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4643385.000000 Penalty: 3510.001221
	Iteration 71Q: 3 clusters Score -4643385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4643387.500000 Penalty: 3510.001221
	Iteration 72Q: 3 clusters Score -4643388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4643388.500000 Penalty: 3510.001221
	Iteration 73Q: 3 clusters Score -4643388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4643383.000000 Penalty: 3510.001221
	Iteration 74Q: 3 clusters Score -4643383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4643383.000000 Penalty: 3510.001221
	Iteration 75F: 3 clusters Score -4643383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -793413.625000 Penalty: 1472.756348
	Iteration 0F: 2 clusters Score -793413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -787120.937500 Penalty: 2945.512695
	Iteration 0F: 3 clusters Score -787120.9 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -789043.000000 Penalty: 2945.512695
	Iteration 1F: 3 clusters Score -789043 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -789246.750000 Penalty: 2945.512695
	Iteration 2F: 3 clusters Score -789246.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -789394.812500 Penalty: 2945.512695
	Iteration 3Q: 3 clusters Score -789394.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -789513.250000 Penalty: 2945.512695
	Iteration 4Q: 3 clusters Score -789513.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -789626.875000 Penalty: 2945.512695
	Iteration 5Q: 3 clusters Score -789626.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -789735.062500 Penalty: 2945.512695
	Iteration 6Q: 3 clusters Score -789735.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -789836.937500 Penalty: 2945.512695
	Iteration 7Q: 3 clusters Score -789836.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -789922.437500 Penalty: 2945.512695
	Iteration 8Q: 3 clusters Score -789922.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -790003.687500 Penalty: 2945.512695
	Iteration 9Q: 3 clusters Score -790003.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -790096.312500 Penalty: 2945.512695
	Iteration 10Q: 3 clusters Score -790096.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -790218.750000 Penalty: 2945.512695
	Iteration 11Q: 3 clusters Score -790218.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -790371.687500 Penalty: 2945.512695
	Iteration 12Q: 3 clusters Score -790371.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -790541.000000 Penalty: 2945.512695
	Iteration 13Q: 3 clusters Score -790541 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -790737.187500 Penalty: 2945.512695
	Iteration 14Q: 3 clusters Score -790737.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -790926.625000 Penalty: 2945.512695
	Iteration 15Q: 3 clusters Score -790926.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -791113.375000 Penalty: 2945.512695
	Iteration 16Q: 3 clusters Score -791113.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -791323.250000 Penalty: 2945.512695
	Iteration 17Q: 3 clusters Score -791323.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -791512.125000 Penalty: 2945.512695
	Iteration 18Q: 3 clusters Score -791512.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -791678.125000 Penalty: 2945.512695
	Iteration 19Q: 3 clusters Score -791678.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -791834.625000 Penalty: 2945.512695
	Iteration 20F: 3 clusters Score -791834.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -791927.875000 Penalty: 2945.512695
	Iteration 21Q: 3 clusters Score -791927.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -791982.187500 Penalty: 2945.512695
	Iteration 22Q: 3 clusters Score -791982.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -792035.937500 Penalty: 2945.512695
	Iteration 23Q: 3 clusters Score -792035.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -792090.750000 Penalty: 2945.512695
	Iteration 24Q: 3 clusters Score -792090.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -792127.000000 Penalty: 2945.512695
	Iteration 25Q: 3 clusters Score -792127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -792166.312500 Penalty: 2945.512695
	Iteration 26Q: 3 clusters Score -792166.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -792209.250000 Penalty: 2945.512695
	Iteration 27Q: 3 clusters Score -792209.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -792230.687500 Penalty: 2945.512695
	Iteration 28Q: 3 clusters Score -792230.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -792246.250000 Penalty: 2945.512695
	Iteration 29Q: 3 clusters Score -792246.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -792259.375000 Penalty: 2945.512695
	Iteration 30Q: 3 clusters Score -792259.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -792278.812500 Penalty: 2945.512695
	Iteration 31Q: 3 clusters Score -792278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -792290.937500 Penalty: 2945.512695
	Iteration 32Q: 3 clusters Score -792290.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -792313.000000 Penalty: 2945.512695
	Iteration 33Q: 3 clusters Score -792313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -792349.250000 Penalty: 2945.512695
	Iteration 34Q: 3 clusters Score -792349.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -792392.562500 Penalty: 2945.512695
	Iteration 35Q: 3 clusters Score -792392.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -792426.500000 Penalty: 2945.512695
	Iteration 36Q: 3 clusters Score -792426.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -792447.562500 Penalty: 2945.512695
	Iteration 37Q: 3 clusters Score -792447.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -792470.000000 Penalty: 2945.512695
	Iteration 38Q: 3 clusters Score -792470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -792491.875000 Penalty: 2945.512695
	Iteration 39Q: 3 clusters Score -792491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -792501.625000 Penalty: 2945.512695
	Iteration 40F: 3 clusters Score -792501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -792507.500000 Penalty: 2945.512695
	Iteration 41Q: 3 clusters Score -792507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -792514.375000 Penalty: 2945.512695
	Iteration 42Q: 3 clusters Score -792514.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -792527.437500 Penalty: 2945.512695
	Iteration 43Q: 3 clusters Score -792527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -792536.000000 Penalty: 2945.512695
	Iteration 44Q: 3 clusters Score -792536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -792543.562500 Penalty: 2945.512695
	Iteration 45Q: 3 clusters Score -792543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -792548.625000 Penalty: 2945.512695
	Iteration 46Q: 3 clusters Score -792548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -792556.750000 Penalty: 2945.512695
	Iteration 47Q: 3 clusters Score -792556.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -792562.187500 Penalty: 2945.512695
	Iteration 48Q: 3 clusters Score -792562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -792563.812500 Penalty: 2945.512695
	Iteration 49Q: 3 clusters Score -792563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -792566.812500 Penalty: 2945.512695
	Iteration 50Q: 3 clusters Score -792566.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -792571.375000 Penalty: 2945.512695
	Iteration 51Q: 3 clusters Score -792571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -792575.937500 Penalty: 2945.512695
	Iteration 52Q: 3 clusters Score -792575.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -792582.875000 Penalty: 2945.512695
	Iteration 53Q: 3 clusters Score -792582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -792594.875000 Penalty: 2945.512695
	Iteration 54Q: 3 clusters Score -792594.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -792605.937500 Penalty: 2945.512695
	Iteration 55Q: 3 clusters Score -792605.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -792616.875000 Penalty: 2945.512695
	Iteration 56Q: 3 clusters Score -792616.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -792634.750000 Penalty: 2945.512695
	Iteration 57Q: 3 clusters Score -792634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -792648.625000 Penalty: 2945.512695
	Iteration 58Q: 3 clusters Score -792648.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -792669.500000 Penalty: 2945.512695
	Iteration 59Q: 3 clusters Score -792669.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -792693.250000 Penalty: 2945.512695
	Iteration 60F: 3 clusters Score -792693.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -792704.125000 Penalty: 2945.512695
	Iteration 61Q: 3 clusters Score -792704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -792709.687500 Penalty: 2945.512695
	Iteration 62Q: 3 clusters Score -792709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -792719.375000 Penalty: 2945.512695
	Iteration 63Q: 3 clusters Score -792719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -792726.062500 Penalty: 2945.512695
	Iteration 64Q: 3 clusters Score -792726.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -792730.812500 Penalty: 2945.512695
	Iteration 65Q: 3 clusters Score -792730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -792735.750000 Penalty: 2945.512695
	Iteration 66Q: 3 clusters Score -792735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -792740.312500 Penalty: 2945.512695
	Iteration 67Q: 3 clusters Score -792740.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -792745.000000 Penalty: 2945.512695
	Iteration 68Q: 3 clusters Score -792745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -792747.562500 Penalty: 2945.512695
	Iteration 69Q: 3 clusters Score -792747.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -792752.875000 Penalty: 2945.512695
	Iteration 70Q: 3 clusters Score -792752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -792754.500000 Penalty: 2945.512695
	Iteration 71Q: 3 clusters Score -792754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -792754.750000 Penalty: 2945.512695
	Iteration 72Q: 3 clusters Score -792754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -792756.937500 Penalty: 2945.512695
	Iteration 73Q: 3 clusters Score -792756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -792757.312500 Penalty: 2945.512695
	Iteration 74Q: 3 clusters Score -792757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -792758.187500 Penalty: 2945.512695
	Iteration 75Q: 3 clusters Score -792758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -792759.375000 Penalty: 2945.512695
	Iteration 76Q: 3 clusters Score -792759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -792760.750000 Penalty: 2945.512695
	Iteration 77Q: 3 clusters Score -792760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -792761.375000 Penalty: 2945.512695
	Iteration 78Q: 3 clusters Score -792761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -792762.625000 Penalty: 2945.512695
	Iteration 79Q: 3 clusters Score -792762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -792762.625000 Penalty: 2945.512695
	Iteration 80F: 3 clusters Score -792762.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Entering Unmasked Estep 
Score: -810272.875000 Penalty: 1482.422729
	Iteration 0F: 2 clusters Score -810272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -803673.187500 Penalty: 2964.845459
	Iteration 0F: 3 clusters Score -803673.2 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -805843.562500 Penalty: 2964.845459
	Iteration 1F: 3 clusters Score -805843.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -806105.312500 Penalty: 2964.845459
	Iteration 2F: 3 clusters Score -806105.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -806378.062500 Penalty: 2964.845459
	Iteration 3F: 3 clusters Score -806378.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -806667.875000 Penalty: 2964.845459
	Iteration 4F: 3 clusters Score -806667.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -807008.375000 Penalty: 2964.845459
	Iteration 5F: 3 clusters Score -807008.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -807454.500000 Penalty: 2964.845459
	Iteration 6F: 3 clusters Score -807454.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -807940.937500 Penalty: 2964.845459
	Iteration 7F: 3 clusters Score -807940.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -808411.500000 Penalty: 2964.845459
	Iteration 8F: 3 clusters Score -808411.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -808691.812500 Penalty: 2964.845459
	Iteration 9Q: 3 clusters Score -808691.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -808891.187500 Penalty: 2964.845459
	Iteration 10Q: 3 clusters Score -808891.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -809012.062500 Penalty: 2964.845459
	Iteration 11Q: 3 clusters Score -809012.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -809087.625000 Penalty: 2964.845459
	Iteration 12Q: 3 clusters Score -809087.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -809126.687500 Penalty: 2964.845459
	Iteration 13Q: 3 clusters Score -809126.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -809146.812500 Penalty: 2964.845459
	Iteration 14Q: 3 clusters Score -809146.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -809165.250000 Penalty: 2964.845459
	Iteration 15Q: 3 clusters Score -809165.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -809177.250000 Penalty: 2964.845459
	Iteration 16Q: 3 clusters Score -809177.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -809186.000000 Penalty: 2964.845459
	Iteration 17Q: 3 clusters Score -809186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -809191.062500 Penalty: 2964.845459
	Iteration 18Q: 3 clusters Score -809191.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -809194.062500 Penalty: 2964.845459
	Iteration 19Q: 3 clusters Score -809194.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -809193.125000 Penalty: 2964.845459
	Iteration 20F: 3 clusters Score -809193.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -809197.687500 Penalty: 2964.845459
	Iteration 21Q: 3 clusters Score -809197.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -809197.500000 Penalty: 2964.845459
	Iteration 22Q: 3 clusters Score -809197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -809202.125000 Penalty: 2964.845459
	Iteration 23Q: 3 clusters Score -809202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -809202.187500 Penalty: 2964.845459
	Iteration 24Q: 3 clusters Score -809202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -809202.062500 Penalty: 2964.845459
	Iteration 25Q: 3 clusters Score -809202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -809201.937500 Penalty: 2964.845459
	Iteration 26Q: 3 clusters Score -809201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -809202.187500 Penalty: 2964.845459
	Iteration 27Q: 3 clusters Score -809202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -809202.500000 Penalty: 2964.845459
	Iteration 28Q: 3 clusters Score -809202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -809203.625000 Penalty: 2964.845459
	Iteration 29Q: 3 clusters Score -809203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -809204.062500 Penalty: 2964.845459
	Iteration 30Q: 3 clusters Score -809204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -809204.250000 Penalty: 2964.845459
	Iteration 31Q: 3 clusters Score -809204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -809203.187500 Penalty: 2964.845459
	Iteration 32Q: 3 clusters Score -809203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -809202.375000 Penalty: 2964.845459
	Iteration 33Q: 3 clusters Score -809202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -809204.312500 Penalty: 2964.845459
	Iteration 34Q: 3 clusters Score -809204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -809204.312500 Penalty: 2964.845459
	Iteration 35F: 3 clusters Score -809204.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132088 members 
Entering Unmasked Estep 
Score: -12485719.000000 Penalty: 1916.073853
	Iteration 0F: 2 clusters Score -1.248572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -12397571.000000 Penalty: 3832.147705
	Iteration 0F: 3 clusters Score -1.239757e+07 nChanged 63447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -12435486.000000 Penalty: 3832.147705
	Iteration 1F: 3 clusters Score -1.243549e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -12437378.000000 Penalty: 3832.147705
	Iteration 2Q: 3 clusters Score -1.243738e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -12440380.000000 Penalty: 3832.147705
	Iteration 3Q: 3 clusters Score -1.244038e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -12445784.000000 Penalty: 3832.147705
	Iteration 4F: 3 clusters Score -1.244578e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -12453998.000000 Penalty: 3832.147705
	Iteration 5F: 3 clusters Score -1.2454e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -12463840.000000 Penalty: 3832.147705
	Iteration 6F: 3 clusters Score -1.246384e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -12472030.000000 Penalty: 3832.147705
	Iteration 7F: 3 clusters Score -1.247203e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113978 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -12476591.000000 Penalty: 3832.147705
	Iteration 8Q: 3 clusters Score -1.247659e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116201 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -12478589.000000 Penalty: 3832.147705
	Iteration 9Q: 3 clusters Score -1.247859e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -12479494.000000 Penalty: 3832.147705
	Iteration 10Q: 3 clusters Score -1.247949e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119181 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -12480215.000000 Penalty: 3832.147705
	Iteration 11Q: 3 clusters Score -1.248022e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120347 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -12480716.000000 Penalty: 3832.147705
	Iteration 12Q: 3 clusters Score -1.248072e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121378 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -12481179.000000 Penalty: 3832.147705
	Iteration 13Q: 3 clusters Score -1.248118e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -12481559.000000 Penalty: 3832.147705
	Iteration 14Q: 3 clusters Score -1.248156e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -12481806.000000 Penalty: 3832.147705
	Iteration 15Q: 3 clusters Score -1.248181e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123736 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -12482053.000000 Penalty: 3832.147705
	Iteration 16Q: 3 clusters Score -1.248205e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124357 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -12482303.000000 Penalty: 3832.147705
	Iteration 17Q: 3 clusters Score -1.24823e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124907 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -12482444.000000 Penalty: 3832.147705
	Iteration 18Q: 3 clusters Score -1.248244e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -12482550.000000 Penalty: 3832.147705
	Iteration 19Q: 3 clusters Score -1.248255e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125864 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -12482668.000000 Penalty: 3832.147705
	Iteration 20F: 3 clusters Score -1.248267e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -12482868.000000 Penalty: 3832.147705
	Iteration 21Q: 3 clusters Score -1.248287e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126708 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -12483033.000000 Penalty: 3832.147705
	Iteration 22Q: 3 clusters Score -1.248303e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -12483127.000000 Penalty: 3832.147705
	Iteration 23Q: 3 clusters Score -1.248313e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -12483217.000000 Penalty: 3832.147705
	Iteration 24Q: 3 clusters Score -1.248322e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -12483277.000000 Penalty: 3832.147705
	Iteration 25Q: 3 clusters Score -1.248328e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127958 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -12483376.000000 Penalty: 3832.147705
	Iteration 26Q: 3 clusters Score -1.248338e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128211 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -12483471.000000 Penalty: 3832.147705
	Iteration 27Q: 3 clusters Score -1.248347e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -12483523.000000 Penalty: 3832.147705
	Iteration 28Q: 3 clusters Score -1.248352e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128608 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -12483552.000000 Penalty: 3832.147705
	Iteration 29Q: 3 clusters Score -1.248355e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128795 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -12483630.000000 Penalty: 3832.147705
	Iteration 30Q: 3 clusters Score -1.248363e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128956 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -12483647.000000 Penalty: 3832.147705
	Iteration 31Q: 3 clusters Score -1.248365e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129116 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -12483718.000000 Penalty: 3832.147705
	Iteration 32Q: 3 clusters Score -1.248372e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129276 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12483746.000000 Penalty: 3832.147705
	Iteration 33Q: 3 clusters Score -1.248375e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129419 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -12483820.000000 Penalty: 3832.147705
	Iteration 34Q: 3 clusters Score -1.248382e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129570 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -12483852.000000 Penalty: 3832.147705
	Iteration 35Q: 3 clusters Score -1.248385e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129689 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -12483903.000000 Penalty: 3832.147705
	Iteration 36Q: 3 clusters Score -1.24839e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -12483927.000000 Penalty: 3832.147705
	Iteration 37Q: 3 clusters Score -1.248393e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129877 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -12483970.000000 Penalty: 3832.147705
	Iteration 38Q: 3 clusters Score -1.248397e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129949 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12483992.000000 Penalty: 3832.147705
	Iteration 39Q: 3 clusters Score -1.248399e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130012 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12484008.000000 Penalty: 3832.147705
	Iteration 40F: 3 clusters Score -1.248401e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130085 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -12484055.000000 Penalty: 3832.147705
	Iteration 41Q: 3 clusters Score -1.248406e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -12484080.000000 Penalty: 3832.147705
	Iteration 42Q: 3 clusters Score -1.248408e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130201 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -12484083.000000 Penalty: 3832.147705
	Iteration 43Q: 3 clusters Score -1.248408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130257 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12484122.000000 Penalty: 3832.147705
	Iteration 44Q: 3 clusters Score -1.248412e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12484119.000000 Penalty: 3832.147705
	Iteration 45Q: 3 clusters Score -1.248412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130347 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12484128.000000 Penalty: 3832.147705
	Iteration 46Q: 3 clusters Score -1.248413e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130384 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -12484141.000000 Penalty: 3832.147705
	Iteration 47Q: 3 clusters Score -1.248414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130416 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -12484142.000000 Penalty: 3832.147705
	Iteration 48Q: 3 clusters Score -1.248414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130442 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12484143.000000 Penalty: 3832.147705
	Iteration 49Q: 3 clusters Score -1.248414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130455 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12484149.000000 Penalty: 3832.147705
	Iteration 50Q: 3 clusters Score -1.248415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130466 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12484152.000000 Penalty: 3832.147705
	Iteration 51Q: 3 clusters Score -1.248415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130472 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -12484154.000000 Penalty: 3832.147705
	Iteration 52Q: 3 clusters Score -1.248415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130481 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -12484161.000000 Penalty: 3832.147705
	Iteration 53Q: 3 clusters Score -1.248416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130487 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12484157.000000 Penalty: 3832.147705
	Iteration 54Q: 3 clusters Score -1.248416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130496 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -12484155.000000 Penalty: 3832.147705
	Iteration 55Q: 3 clusters Score -1.248416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130499 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12484160.000000 Penalty: 3832.147705
	Iteration 56Q: 3 clusters Score -1.248416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130505 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12484161.000000 Penalty: 3832.147705
	Iteration 57Q: 3 clusters Score -1.248416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130512 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12484165.000000 Penalty: 3832.147705
	Iteration 58Q: 3 clusters Score -1.248416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130517 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12484165.000000 Penalty: 3832.147705
	Iteration 59Q: 3 clusters Score -1.248416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12484167.000000 Penalty: 3832.147705
	Iteration 60F: 3 clusters Score -1.248417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130524 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -12484147.000000 Penalty: 3832.147705
	Iteration 61Q: 3 clusters Score -1.248415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130528 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12484152.000000 Penalty: 3832.147705
	Iteration 62Q: 3 clusters Score -1.248415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -12484149.000000 Penalty: 3832.147705
	Iteration 63Q: 3 clusters Score -1.248415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130535 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12484152.000000 Penalty: 3832.147705
	Iteration 64Q: 3 clusters Score -1.248415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130541 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -12484153.000000 Penalty: 3832.147705
	Iteration 65Q: 3 clusters Score -1.248415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -12484158.000000 Penalty: 3832.147705
	Iteration 66Q: 3 clusters Score -1.248416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -12484163.000000 Penalty: 3832.147705
	Iteration 67Q: 3 clusters Score -1.248416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12484160.000000 Penalty: 3832.147705
	Iteration 68Q: 3 clusters Score -1.248416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130561 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12484150.000000 Penalty: 3832.147705
	Iteration 69Q: 3 clusters Score -1.248415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130564 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12484152.000000 Penalty: 3832.147705
	Iteration 70Q: 3 clusters Score -1.248415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -12484140.000000 Penalty: 3832.147705
	Iteration 71Q: 3 clusters Score -1.248414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -12484134.000000 Penalty: 3832.147705
	Iteration 72Q: 3 clusters Score -1.248413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130574 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -12484151.000000 Penalty: 3832.147705
	Iteration 73Q: 3 clusters Score -1.248415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -12484153.000000 Penalty: 3832.147705
	Iteration 74Q: 3 clusters Score -1.248415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130581 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12484140.000000 Penalty: 3832.147705
	Iteration 75Q: 3 clusters Score -1.248414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130582 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12484147.000000 Penalty: 3832.147705
	Iteration 76Q: 3 clusters Score -1.248415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130583 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12484142.000000 Penalty: 3832.147705
	Iteration 77Q: 3 clusters Score -1.248414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12484146.000000 Penalty: 3832.147705
	Iteration 78Q: 3 clusters Score -1.248415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130594 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -12484143.000000 Penalty: 3832.147705
	Iteration 79Q: 3 clusters Score -1.248414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130603 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -12484155.000000 Penalty: 3832.147705
	Iteration 80F: 3 clusters Score -1.248416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130607 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12484146.000000 Penalty: 3832.147705
	Iteration 81Q: 3 clusters Score -1.248415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130610 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12484148.000000 Penalty: 3832.147705
	Iteration 82Q: 3 clusters Score -1.248415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12484147.000000 Penalty: 3832.147705
	Iteration 83Q: 3 clusters Score -1.248415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12484147.000000 Penalty: 3832.147705
	Iteration 84F: 3 clusters Score -1.248415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Entering Unmasked Estep 
Score: -62107.761719 Penalty: 1086.249390
	Iteration 0F: 2 clusters Score -62107.76 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 376 members 
Entering Unmasked Estep 
Score: -60866.636719 Penalty: 2172.498779
	Iteration 0F: 3 clusters Score -60866.64 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61101.292969 Penalty: 2172.498779
	Iteration 1F: 3 clusters Score -61101.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61178.906250 Penalty: 2172.498779
	Iteration 2F: 3 clusters Score -61178.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61236.601562 Penalty: 2172.498779
	Iteration 3F: 3 clusters Score -61236.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61296.449219 Penalty: 2172.498779
	Iteration 4Q: 3 clusters Score -61296.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61322.601562 Penalty: 2172.498779
	Iteration 5Q: 3 clusters Score -61322.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61343.359375 Penalty: 2172.498779
	Iteration 6Q: 3 clusters Score -61343.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61356.550781 Penalty: 2172.498779
	Iteration 7Q: 3 clusters Score -61356.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61376.957031 Penalty: 2172.498779
	Iteration 8Q: 3 clusters Score -61376.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61400.261719 Penalty: 2172.498779
	Iteration 9Q: 3 clusters Score -61400.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61470.480469 Penalty: 2172.498779
	Iteration 10Q: 3 clusters Score -61470.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61586.015625 Penalty: 2172.498779
	Iteration 11Q: 3 clusters Score -61586.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61644.042969 Penalty: 2172.498779
	Iteration 12Q: 3 clusters Score -61644.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61674.804688 Penalty: 2172.498779
	Iteration 13Q: 3 clusters Score -61674.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61703.007812 Penalty: 2172.498779
	Iteration 14Q: 3 clusters Score -61703.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61713.152344 Penalty: 2172.498779
	Iteration 15Q: 3 clusters Score -61713.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61719.332031 Penalty: 2172.498779
	Iteration 16Q: 3 clusters Score -61719.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61729.148438 Penalty: 2172.498779
	Iteration 17Q: 3 clusters Score -61729.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61730.796875 Penalty: 2172.498779
	Iteration 18Q: 3 clusters Score -61730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61731.203125 Penalty: 2172.498779
	Iteration 19Q: 3 clusters Score -61731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61731.203125 Penalty: 2172.498779
	Iteration 20F: 3 clusters Score -61731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Entering Unmasked Estep 
Score: -3935509.500000 Penalty: 1728.021606
	Iteration 0F: 2 clusters Score -3935510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3907832.750000 Penalty: 3456.043213
	Iteration 0F: 3 clusters Score -3907833 nChanged 19323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3918578.500000 Penalty: 3456.043213
	Iteration 1F: 3 clusters Score -3918578 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3919069.000000 Penalty: 3456.043213
	Iteration 2Q: 3 clusters Score -3919069 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3919604.000000 Penalty: 3456.043213
	Iteration 3Q: 3 clusters Score -3919604 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3920256.500000 Penalty: 3456.043213
	Iteration 4Q: 3 clusters Score -3920256 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3921083.500000 Penalty: 3456.043213
	Iteration 5Q: 3 clusters Score -3921084 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3922224.500000 Penalty: 3456.043213
	Iteration 6Q: 3 clusters Score -3922224 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3923786.000000 Penalty: 3456.043213
	Iteration 7F: 3 clusters Score -3923786 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3925691.750000 Penalty: 3456.043213
	Iteration 8F: 3 clusters Score -3925692 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3927425.250000 Penalty: 3456.043213
	Iteration 9F: 3 clusters Score -3927425 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3928363.000000 Penalty: 3456.043213
	Iteration 10Q: 3 clusters Score -3928363 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3928837.500000 Penalty: 3456.043213
	Iteration 11Q: 3 clusters Score -3928838 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3929123.250000 Penalty: 3456.043213
	Iteration 12Q: 3 clusters Score -3929123 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3929352.750000 Penalty: 3456.043213
	Iteration 13Q: 3 clusters Score -3929353 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3929570.750000 Penalty: 3456.043213
	Iteration 14Q: 3 clusters Score -3929571 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3929810.750000 Penalty: 3456.043213
	Iteration 15Q: 3 clusters Score -3929811 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3930040.750000 Penalty: 3456.043213
	Iteration 16Q: 3 clusters Score -3930041 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3930244.500000 Penalty: 3456.043213
	Iteration 17Q: 3 clusters Score -3930244 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3930470.750000 Penalty: 3456.043213
	Iteration 18Q: 3 clusters Score -3930471 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3930665.000000 Penalty: 3456.043213
	Iteration 19Q: 3 clusters Score -3930665 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3930844.250000 Penalty: 3456.043213
	Iteration 20F: 3 clusters Score -3930844 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3931010.250000 Penalty: 3456.043213
	Iteration 21Q: 3 clusters Score -3931010 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -3931151.750000 Penalty: 3456.043213
	Iteration 22Q: 3 clusters Score -3931152 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -3931294.250000 Penalty: 3456.043213
	Iteration 23Q: 3 clusters Score -3931294 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -3931392.500000 Penalty: 3456.043213
	Iteration 24Q: 3 clusters Score -3931392 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3931499.750000 Penalty: 3456.043213
	Iteration 25Q: 3 clusters Score -3931500 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -3931608.750000 Penalty: 3456.043213
	Iteration 26Q: 3 clusters Score -3931609 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3931685.250000 Penalty: 3456.043213
	Iteration 27Q: 3 clusters Score -3931685 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -3931790.750000 Penalty: 3456.043213
	Iteration 28Q: 3 clusters Score -3931791 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -3931885.250000 Penalty: 3456.043213
	Iteration 29Q: 3 clusters Score -3931885 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -3931979.750000 Penalty: 3456.043213
	Iteration 30Q: 3 clusters Score -3931980 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3932067.250000 Penalty: 3456.043213
	Iteration 31Q: 3 clusters Score -3932067 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -3932137.500000 Penalty: 3456.043213
	Iteration 32Q: 3 clusters Score -3932138 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -3932236.000000 Penalty: 3456.043213
	Iteration 33Q: 3 clusters Score -3932236 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -3932329.500000 Penalty: 3456.043213
	Iteration 34Q: 3 clusters Score -3932330 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3932409.250000 Penalty: 3456.043213
	Iteration 35Q: 3 clusters Score -3932409 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3932473.500000 Penalty: 3456.043213
	Iteration 36Q: 3 clusters Score -3932474 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -3932561.750000 Penalty: 3456.043213
	Iteration 37Q: 3 clusters Score -3932562 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -3932646.750000 Penalty: 3456.043213
	Iteration 38Q: 3 clusters Score -3932647 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -3932722.500000 Penalty: 3456.043213
	Iteration 39Q: 3 clusters Score -3932722 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -3932809.000000 Penalty: 3456.043213
	Iteration 40F: 3 clusters Score -3932809 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -3932888.250000 Penalty: 3456.043213
	Iteration 41Q: 3 clusters Score -3932888 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -3932952.000000 Penalty: 3456.043213
	Iteration 42Q: 3 clusters Score -3932952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -3933002.000000 Penalty: 3456.043213
	Iteration 43Q: 3 clusters Score -3933002 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -3933100.500000 Penalty: 3456.043213
	Iteration 44Q: 3 clusters Score -3933100 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -3933192.750000 Penalty: 3456.043213
	Iteration 45Q: 3 clusters Score -3933193 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -3933285.750000 Penalty: 3456.043213
	Iteration 46Q: 3 clusters Score -3933286 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -3933346.000000 Penalty: 3456.043213
	Iteration 47Q: 3 clusters Score -3933346 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -3933401.000000 Penalty: 3456.043213
	Iteration 48Q: 3 clusters Score -3933401 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -3933458.000000 Penalty: 3456.043213
	Iteration 49Q: 3 clusters Score -3933458 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -3933516.750000 Penalty: 3456.043213
	Iteration 50Q: 3 clusters Score -3933517 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -3933566.250000 Penalty: 3456.043213
	Iteration 51Q: 3 clusters Score -3933566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -3933612.000000 Penalty: 3456.043213
	Iteration 52Q: 3 clusters Score -3933612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -3933655.000000 Penalty: 3456.043213
	Iteration 53Q: 3 clusters Score -3933655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -3933683.000000 Penalty: 3456.043213
	Iteration 54Q: 3 clusters Score -3933683 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -3933726.000000 Penalty: 3456.043213
	Iteration 55Q: 3 clusters Score -3933726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -3933772.000000 Penalty: 3456.043213
	Iteration 56Q: 3 clusters Score -3933772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -3933800.750000 Penalty: 3456.043213
	Iteration 57Q: 3 clusters Score -3933801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -3933823.750000 Penalty: 3456.043213
	Iteration 58Q: 3 clusters Score -3933824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -3933849.250000 Penalty: 3456.043213
	Iteration 59Q: 3 clusters Score -3933849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -3933861.500000 Penalty: 3456.043213
	Iteration 60F: 3 clusters Score -3933862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -3933876.750000 Penalty: 3456.043213
	Iteration 61Q: 3 clusters Score -3933877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -3933890.500000 Penalty: 3456.043213
	Iteration 62Q: 3 clusters Score -3933890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -3933909.000000 Penalty: 3456.043213
	Iteration 63Q: 3 clusters Score -3933909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -3933925.500000 Penalty: 3456.043213
	Iteration 64Q: 3 clusters Score -3933926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -3933930.750000 Penalty: 3456.043213
	Iteration 65Q: 3 clusters Score -3933931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -3933947.000000 Penalty: 3456.043213
	Iteration 66Q: 3 clusters Score -3933947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -3933946.250000 Penalty: 3456.043213
	Iteration 67Q: 3 clusters Score -3933946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -3933956.250000 Penalty: 3456.043213
	Iteration 68Q: 3 clusters Score -3933956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -3933958.000000 Penalty: 3456.043213
	Iteration 69Q: 3 clusters Score -3933958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -3933961.750000 Penalty: 3456.043213
	Iteration 70Q: 3 clusters Score -3933962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -3933964.500000 Penalty: 3456.043213
	Iteration 71Q: 3 clusters Score -3933964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -3933967.500000 Penalty: 3456.043213
	Iteration 72Q: 3 clusters Score -3933968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -3933968.500000 Penalty: 3456.043213
	Iteration 73Q: 3 clusters Score -3933968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -3933966.750000 Penalty: 3456.043213
	Iteration 74Q: 3 clusters Score -3933967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -3933971.000000 Penalty: 3456.043213
	Iteration 75Q: 3 clusters Score -3933971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -3933969.500000 Penalty: 3456.043213
	Iteration 76Q: 3 clusters Score -3933970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -3933969.500000 Penalty: 3456.043213
	Iteration 77F: 3 clusters Score -3933970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -35495.050781 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -35495.05 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 257 members 
Entering Unmasked Estep 
Score: -34518.234375 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -34518.23 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34721.085938 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -34721.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34795.519531 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -34795.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34862.019531 Penalty: 2005.802612
	Iteration 3Q: 3 clusters Score -34862.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34900.148438 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -34900.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34919.062500 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -34919.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34926.937500 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -34926.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34941.257812 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -34941.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34955.609375 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -34955.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34964.136719 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -34964.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34972.394531 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -34972.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34975.761719 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -34975.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34981.726562 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -34981.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34988.656250 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -34988.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34996.804688 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -34996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35007.476562 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -35007.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35016.074219 Penalty: 2005.802612
	Iteration 16Q: 3 clusters Score -35016.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35019.625000 Penalty: 2005.802612
	Iteration 17Q: 3 clusters Score -35019.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35021.074219 Penalty: 2005.802612
	Iteration 18Q: 3 clusters Score -35021.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35021.074219 Penalty: 2005.802612
	Iteration 19F: 3 clusters Score -35021.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -238122.312500 Penalty: 1275.641846
	Iteration 0F: 2 clusters Score -238122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -235665.812500 Penalty: 2551.283691
	Iteration 0F: 3 clusters Score -235665.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -236218.562500 Penalty: 2551.283691
	Iteration 1F: 3 clusters Score -236218.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -236328.687500 Penalty: 2551.283691
	Iteration 2F: 3 clusters Score -236328.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -236391.250000 Penalty: 2551.283691
	Iteration 3Q: 3 clusters Score -236391.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -236428.625000 Penalty: 2551.283691
	Iteration 4Q: 3 clusters Score -236428.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -236455.187500 Penalty: 2551.283691
	Iteration 5Q: 3 clusters Score -236455.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -236475.593750 Penalty: 2551.283691
	Iteration 6Q: 3 clusters Score -236475.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -236496.109375 Penalty: 2551.283691
	Iteration 7Q: 3 clusters Score -236496.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -236511.625000 Penalty: 2551.283691
	Iteration 8Q: 3 clusters Score -236511.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236526.781250 Penalty: 2551.283691
	Iteration 9Q: 3 clusters Score -236526.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -236537.109375 Penalty: 2551.283691
	Iteration 10Q: 3 clusters Score -236537.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -236545.453125 Penalty: 2551.283691
	Iteration 11Q: 3 clusters Score -236545.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -236555.546875 Penalty: 2551.283691
	Iteration 12Q: 3 clusters Score -236555.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -236565.640625 Penalty: 2551.283691
	Iteration 13Q: 3 clusters Score -236565.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -236574.906250 Penalty: 2551.283691
	Iteration 14Q: 3 clusters Score -236574.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -236583.203125 Penalty: 2551.283691
	Iteration 15Q: 3 clusters Score -236583.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -236590.484375 Penalty: 2551.283691
	Iteration 16Q: 3 clusters Score -236590.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -236599.546875 Penalty: 2551.283691
	Iteration 17Q: 3 clusters Score -236599.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -236609.375000 Penalty: 2551.283691
	Iteration 18Q: 3 clusters Score -236609.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -236617.859375 Penalty: 2551.283691
	Iteration 19Q: 3 clusters Score -236617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -236624.859375 Penalty: 2551.283691
	Iteration 20F: 3 clusters Score -236624.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -236629.906250 Penalty: 2551.283691
	Iteration 21Q: 3 clusters Score -236629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -236634.546875 Penalty: 2551.283691
	Iteration 22Q: 3 clusters Score -236634.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -236639.218750 Penalty: 2551.283691
	Iteration 23Q: 3 clusters Score -236639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236642.062500 Penalty: 2551.283691
	Iteration 24Q: 3 clusters Score -236642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -236643.265625 Penalty: 2551.283691
	Iteration 25Q: 3 clusters Score -236643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -236644.000000 Penalty: 2551.283691
	Iteration 26Q: 3 clusters Score -236644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -236643.828125 Penalty: 2551.283691
	Iteration 27Q: 3 clusters Score -236643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236644.328125 Penalty: 2551.283691
	Iteration 28Q: 3 clusters Score -236644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -236645.078125 Penalty: 2551.283691
	Iteration 29Q: 3 clusters Score -236645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236645.484375 Penalty: 2551.283691
	Iteration 30Q: 3 clusters Score -236645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236645.484375 Penalty: 2551.283691
	Iteration 31F: 3 clusters Score -236645.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -304256.625000 Penalty: 1333.348022
	Iteration 0F: 2 clusters Score -304256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -301134.937500 Penalty: 2666.696045
	Iteration 0F: 3 clusters Score -301134.9 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -302029.531250 Penalty: 2666.696045
	Iteration 1F: 3 clusters Score -302029.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -302217.312500 Penalty: 2666.696045
	Iteration 2F: 3 clusters Score -302217.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -302330.000000 Penalty: 2666.696045
	Iteration 3F: 3 clusters Score -302330 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -302437.656250 Penalty: 2666.696045
	Iteration 4Q: 3 clusters Score -302437.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -302529.406250 Penalty: 2666.696045
	Iteration 5Q: 3 clusters Score -302529.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -302613.187500 Penalty: 2666.696045
	Iteration 6Q: 3 clusters Score -302613.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -302686.687500 Penalty: 2666.696045
	Iteration 7Q: 3 clusters Score -302686.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -302732.437500 Penalty: 2666.696045
	Iteration 8Q: 3 clusters Score -302732.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -302765.062500 Penalty: 2666.696045
	Iteration 9Q: 3 clusters Score -302765.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -302791.468750 Penalty: 2666.696045
	Iteration 10Q: 3 clusters Score -302791.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -302819.093750 Penalty: 2666.696045
	Iteration 11Q: 3 clusters Score -302819.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -302851.125000 Penalty: 2666.696045
	Iteration 12Q: 3 clusters Score -302851.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -302885.187500 Penalty: 2666.696045
	Iteration 13Q: 3 clusters Score -302885.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -302918.406250 Penalty: 2666.696045
	Iteration 14Q: 3 clusters Score -302918.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -302939.218750 Penalty: 2666.696045
	Iteration 15Q: 3 clusters Score -302939.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -302960.968750 Penalty: 2666.696045
	Iteration 16Q: 3 clusters Score -302961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -302976.000000 Penalty: 2666.696045
	Iteration 17Q: 3 clusters Score -302976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -302986.750000 Penalty: 2666.696045
	Iteration 18Q: 3 clusters Score -302986.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -302994.625000 Penalty: 2666.696045
	Iteration 19Q: 3 clusters Score -302994.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -302998.937500 Penalty: 2666.696045
	Iteration 20F: 3 clusters Score -302998.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -303004.187500 Penalty: 2666.696045
	Iteration 21Q: 3 clusters Score -303004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -303007.562500 Penalty: 2666.696045
	Iteration 22Q: 3 clusters Score -303007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -303010.625000 Penalty: 2666.696045
	Iteration 23Q: 3 clusters Score -303010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -303011.375000 Penalty: 2666.696045
	Iteration 24Q: 3 clusters Score -303011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -303014.718750 Penalty: 2666.696045
	Iteration 25Q: 3 clusters Score -303014.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -303016.406250 Penalty: 2666.696045
	Iteration 26Q: 3 clusters Score -303016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -303016.437500 Penalty: 2666.696045
	Iteration 27Q: 3 clusters Score -303016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -303017.062500 Penalty: 2666.696045
	Iteration 28Q: 3 clusters Score -303017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -303017.437500 Penalty: 2666.696045
	Iteration 29Q: 3 clusters Score -303017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -303017.437500 Penalty: 2666.696045
	Iteration 30Q: 3 clusters Score -303017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -303016.968750 Penalty: 2666.696045
	Iteration 31Q: 3 clusters Score -303017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -303018.093750 Penalty: 2666.696045
	Iteration 32Q: 3 clusters Score -303018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -303018.468750 Penalty: 2666.696045
	Iteration 33Q: 3 clusters Score -303018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -303018.468750 Penalty: 2666.696045
	Iteration 34Q: 3 clusters Score -303018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -303018.843750 Penalty: 2666.696045
	Iteration 35Q: 3 clusters Score -303018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -303018.843750 Penalty: 2666.696045
	Iteration 36F: 3 clusters Score -303018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -18407.251953 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -18407.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17605.015625 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -17605.02 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18012.500000 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -18012.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18152.769531 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -18152.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18220.539062 Penalty: 1945.596924
	Iteration 3Q: 3 clusters Score -18220.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18227.011719 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -18227.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18235.099609 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -18235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18247.820312 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -18247.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18249.935547 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -18249.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18249.935547 Penalty: 1945.596924
	Iteration 8F: 3 clusters Score -18249.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -756114.687500 Penalty: 1459.604980
	Iteration 0F: 2 clusters Score -756114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -750321.875000 Penalty: 2919.209961
	Iteration 0F: 3 clusters Score -750321.9 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -752017.812500 Penalty: 2919.209961
	Iteration 1F: 3 clusters Score -752017.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -752214.750000 Penalty: 2919.209961
	Iteration 2F: 3 clusters Score -752214.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -752341.000000 Penalty: 2919.209961
	Iteration 3Q: 3 clusters Score -752341 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -752437.000000 Penalty: 2919.209961
	Iteration 4Q: 3 clusters Score -752437 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -752512.312500 Penalty: 2919.209961
	Iteration 5Q: 3 clusters Score -752512.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -752567.437500 Penalty: 2919.209961
	Iteration 6Q: 3 clusters Score -752567.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -752614.312500 Penalty: 2919.209961
	Iteration 7Q: 3 clusters Score -752614.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -752663.062500 Penalty: 2919.209961
	Iteration 8Q: 3 clusters Score -752663.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -752712.625000 Penalty: 2919.209961
	Iteration 9Q: 3 clusters Score -752712.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -752760.937500 Penalty: 2919.209961
	Iteration 10Q: 3 clusters Score -752760.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -752817.062500 Penalty: 2919.209961
	Iteration 11Q: 3 clusters Score -752817.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -752889.562500 Penalty: 2919.209961
	Iteration 12Q: 3 clusters Score -752889.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -752978.500000 Penalty: 2919.209961
	Iteration 13Q: 3 clusters Score -752978.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -753078.125000 Penalty: 2919.209961
	Iteration 14Q: 3 clusters Score -753078.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -753207.500000 Penalty: 2919.209961
	Iteration 15Q: 3 clusters Score -753207.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -753356.312500 Penalty: 2919.209961
	Iteration 16Q: 3 clusters Score -753356.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -753524.250000 Penalty: 2919.209961
	Iteration 17Q: 3 clusters Score -753524.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -753725.187500 Penalty: 2919.209961
	Iteration 18Q: 3 clusters Score -753725.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -753935.937500 Penalty: 2919.209961
	Iteration 19Q: 3 clusters Score -753935.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -754174.062500 Penalty: 2919.209961
	Iteration 20F: 3 clusters Score -754174.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -754403.875000 Penalty: 2919.209961
	Iteration 21Q: 3 clusters Score -754403.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -754577.187500 Penalty: 2919.209961
	Iteration 22Q: 3 clusters Score -754577.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -754695.687500 Penalty: 2919.209961
	Iteration 23Q: 3 clusters Score -754695.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -754766.625000 Penalty: 2919.209961
	Iteration 24Q: 3 clusters Score -754766.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -754820.125000 Penalty: 2919.209961
	Iteration 25Q: 3 clusters Score -754820.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -754853.312500 Penalty: 2919.209961
	Iteration 26Q: 3 clusters Score -754853.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -754876.000000 Penalty: 2919.209961
	Iteration 27Q: 3 clusters Score -754876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -754885.875000 Penalty: 2919.209961
	Iteration 28Q: 3 clusters Score -754885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -754895.312500 Penalty: 2919.209961
	Iteration 29Q: 3 clusters Score -754895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -754911.750000 Penalty: 2919.209961
	Iteration 30Q: 3 clusters Score -754911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -754923.812500 Penalty: 2919.209961
	Iteration 31Q: 3 clusters Score -754923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -754928.875000 Penalty: 2919.209961
	Iteration 32Q: 3 clusters Score -754928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -754938.312500 Penalty: 2919.209961
	Iteration 33Q: 3 clusters Score -754938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -754941.250000 Penalty: 2919.209961
	Iteration 34Q: 3 clusters Score -754941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -754947.062500 Penalty: 2919.209961
	Iteration 35Q: 3 clusters Score -754947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -754950.187500 Penalty: 2919.209961
	Iteration 36Q: 3 clusters Score -754950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -754952.875000 Penalty: 2919.209961
	Iteration 37Q: 3 clusters Score -754952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -754954.375000 Penalty: 2919.209961
	Iteration 38Q: 3 clusters Score -754954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -754958.062500 Penalty: 2919.209961
	Iteration 39Q: 3 clusters Score -754958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -754957.937500 Penalty: 2919.209961
	Iteration 40F: 3 clusters Score -754957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Entering Unmasked Estep 
Score: -4510422.000000 Penalty: 1750.302490
	Iteration 0F: 2 clusters Score -4510422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -4478432.000000 Penalty: 3500.604980
	Iteration 0F: 3 clusters Score -4478432 nChanged 22453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4491205.000000 Penalty: 3500.604980
	Iteration 1F: 3 clusters Score -4491205 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4491843.000000 Penalty: 3500.604980
	Iteration 2Q: 3 clusters Score -4491843 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -4492539.000000 Penalty: 3500.604980
	Iteration 3Q: 3 clusters Score -4492539 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4493575.000000 Penalty: 3500.604980
	Iteration 4Q: 3 clusters Score -4493575 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -4495040.000000 Penalty: 3500.604980
	Iteration 5F: 3 clusters Score -4495040 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4497105.000000 Penalty: 3500.604980
	Iteration 6F: 3 clusters Score -4497105 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4500112.000000 Penalty: 3500.604980
	Iteration 7F: 3 clusters Score -4500112 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4503251.000000 Penalty: 3500.604980
	Iteration 8F: 3 clusters Score -4503251 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4505114.000000 Penalty: 3500.604980
	Iteration 9F: 3 clusters Score -4505114 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4505909.500000 Penalty: 3500.604980
	Iteration 10Q: 3 clusters Score -4505910 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4506310.000000 Penalty: 3500.604980
	Iteration 11Q: 3 clusters Score -4506310 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4506596.500000 Penalty: 3500.604980
	Iteration 12Q: 3 clusters Score -4506596 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4506839.000000 Penalty: 3500.604980
	Iteration 13Q: 3 clusters Score -4506839 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4507036.500000 Penalty: 3500.604980
	Iteration 14Q: 3 clusters Score -4507036 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -4507246.500000 Penalty: 3500.604980
	Iteration 15Q: 3 clusters Score -4507246 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -4507401.000000 Penalty: 3500.604980
	Iteration 16Q: 3 clusters Score -4507401 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -4507514.500000 Penalty: 3500.604980
	Iteration 17Q: 3 clusters Score -4507514 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -4507623.000000 Penalty: 3500.604980
	Iteration 18Q: 3 clusters Score -4507623 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -4507739.000000 Penalty: 3500.604980
	Iteration 19Q: 3 clusters Score -4507739 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4507798.000000 Penalty: 3500.604980
	Iteration 20F: 3 clusters Score -4507798 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -4507881.500000 Penalty: 3500.604980
	Iteration 21Q: 3 clusters Score -4507882 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -4507956.500000 Penalty: 3500.604980
	Iteration 22Q: 3 clusters Score -4507956 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -4508013.000000 Penalty: 3500.604980
	Iteration 23Q: 3 clusters Score -4508013 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -4508100.000000 Penalty: 3500.604980
	Iteration 24Q: 3 clusters Score -4508100 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -4508176.500000 Penalty: 3500.604980
	Iteration 25Q: 3 clusters Score -4508176 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -4508251.500000 Penalty: 3500.604980
	Iteration 26Q: 3 clusters Score -4508252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -4508294.500000 Penalty: 3500.604980
	Iteration 27Q: 3 clusters Score -4508294 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -4508355.000000 Penalty: 3500.604980
	Iteration 28Q: 3 clusters Score -4508355 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4508439.000000 Penalty: 3500.604980
	Iteration 29Q: 3 clusters Score -4508439 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -4508528.000000 Penalty: 3500.604980
	Iteration 30Q: 3 clusters Score -4508528 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -4508571.000000 Penalty: 3500.604980
	Iteration 31Q: 3 clusters Score -4508571 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -4508619.000000 Penalty: 3500.604980
	Iteration 32Q: 3 clusters Score -4508619 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -4508652.000000 Penalty: 3500.604980
	Iteration 33Q: 3 clusters Score -4508652 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -4508687.500000 Penalty: 3500.604980
	Iteration 34Q: 3 clusters Score -4508688 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -4508735.000000 Penalty: 3500.604980
	Iteration 35Q: 3 clusters Score -4508735 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -4508782.500000 Penalty: 3500.604980
	Iteration 36Q: 3 clusters Score -4508782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -4508840.500000 Penalty: 3500.604980
	Iteration 37Q: 3 clusters Score -4508840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -4508884.500000 Penalty: 3500.604980
	Iteration 38Q: 3 clusters Score -4508884 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -4508918.000000 Penalty: 3500.604980
	Iteration 39Q: 3 clusters Score -4508918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -4508972.000000 Penalty: 3500.604980
	Iteration 40F: 3 clusters Score -4508972 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -4509016.500000 Penalty: 3500.604980
	Iteration 41Q: 3 clusters Score -4509016 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -4509030.500000 Penalty: 3500.604980
	Iteration 42Q: 3 clusters Score -4509030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -4509044.000000 Penalty: 3500.604980
	Iteration 43Q: 3 clusters Score -4509044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -4509064.000000 Penalty: 3500.604980
	Iteration 44Q: 3 clusters Score -4509064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -4509085.000000 Penalty: 3500.604980
	Iteration 45Q: 3 clusters Score -4509085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -4509100.000000 Penalty: 3500.604980
	Iteration 46Q: 3 clusters Score -4509100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -4509101.500000 Penalty: 3500.604980
	Iteration 47Q: 3 clusters Score -4509102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -4509111.000000 Penalty: 3500.604980
	Iteration 48Q: 3 clusters Score -4509111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -4509119.500000 Penalty: 3500.604980
	Iteration 49Q: 3 clusters Score -4509120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -4509138.000000 Penalty: 3500.604980
	Iteration 50Q: 3 clusters Score -4509138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -4509125.000000 Penalty: 3500.604980
	Iteration 51Q: 3 clusters Score -4509125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -4509140.500000 Penalty: 3500.604980
	Iteration 52Q: 3 clusters Score -4509140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -4509147.500000 Penalty: 3500.604980
	Iteration 53Q: 3 clusters Score -4509148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -4509155.000000 Penalty: 3500.604980
	Iteration 54Q: 3 clusters Score -4509155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -4509155.500000 Penalty: 3500.604980
	Iteration 55Q: 3 clusters Score -4509156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -4509154.500000 Penalty: 3500.604980
	Iteration 56Q: 3 clusters Score -4509154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -4509153.500000 Penalty: 3500.604980
	Iteration 57Q: 3 clusters Score -4509154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -4509153.500000 Penalty: 3500.604980
	Iteration 58Q: 3 clusters Score -4509154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -4509168.000000 Penalty: 3500.604980
	Iteration 59Q: 3 clusters Score -4509168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -4509181.500000 Penalty: 3500.604980
	Iteration 60F: 3 clusters Score -4509182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -4509186.500000 Penalty: 3500.604980
	Iteration 61Q: 3 clusters Score -4509186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -4509192.000000 Penalty: 3500.604980
	Iteration 62Q: 3 clusters Score -4509192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -4509195.000000 Penalty: 3500.604980
	Iteration 63Q: 3 clusters Score -4509195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -4509197.000000 Penalty: 3500.604980
	Iteration 64Q: 3 clusters Score -4509197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -4509193.000000 Penalty: 3500.604980
	Iteration 65Q: 3 clusters Score -4509193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -4509206.000000 Penalty: 3500.604980
	Iteration 66Q: 3 clusters Score -4509206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -4509197.000000 Penalty: 3500.604980
	Iteration 67Q: 3 clusters Score -4509197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -4509194.000000 Penalty: 3500.604980
	Iteration 68Q: 3 clusters Score -4509194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -4509196.500000 Penalty: 3500.604980
	Iteration 69Q: 3 clusters Score -4509196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -4509203.500000 Penalty: 3500.604980
	Iteration 70Q: 3 clusters Score -4509204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -4509192.500000 Penalty: 3500.604980
	Iteration 71Q: 3 clusters Score -4509192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -4509197.500000 Penalty: 3500.604980
	Iteration 72Q: 3 clusters Score -4509198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -4509204.000000 Penalty: 3500.604980
	Iteration 73Q: 3 clusters Score -4509204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -4509199.500000 Penalty: 3500.604980
	Iteration 74Q: 3 clusters Score -4509200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -4509197.500000 Penalty: 3500.604980
	Iteration 75Q: 3 clusters Score -4509198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -4509194.500000 Penalty: 3500.604980
	Iteration 76Q: 3 clusters Score -4509194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -4509194.500000 Penalty: 3500.604980
	Iteration 77F: 3 clusters Score -4509194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -88658.039062 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -88658.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -87198.398438 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -87198.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87477.882812 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -87477.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87574.382812 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -87574.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -87643.125000 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -87643.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -87689.601562 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -87689.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -87742.546875 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -87742.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -87795.710938 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -87795.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87834.968750 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -87834.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -87859.093750 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -87859.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87872.406250 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -87872.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -87885.226562 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -87885.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -87898.281250 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -87898.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -87903.304688 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -87903.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -87906.023438 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -87906.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -87907.757812 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -87907.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -87911.000000 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -87911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -87913.914062 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -87913.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -87914.539062 Penalty: 2260.257568
	Iteration 17Q: 3 clusters Score -87914.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -87914.539062 Penalty: 2260.257568
	Iteration 18F: 3 clusters Score -87914.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Entering Unmasked Estep 
Score: -2445364.000000 Penalty: 1657.444458
	Iteration 0F: 2 clusters Score -2445364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2427147.250000 Penalty: 3314.888916
	Iteration 0F: 3 clusters Score -2427147 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2433774.750000 Penalty: 3314.888916
	Iteration 1F: 3 clusters Score -2433775 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2434076.750000 Penalty: 3314.888916
	Iteration 2Q: 3 clusters Score -2434077 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2434332.250000 Penalty: 3314.888916
	Iteration 3Q: 3 clusters Score -2434332 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2434565.500000 Penalty: 3314.888916
	Iteration 4Q: 3 clusters Score -2434566 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2434846.250000 Penalty: 3314.888916
	Iteration 5Q: 3 clusters Score -2434846 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2435147.750000 Penalty: 3314.888916
	Iteration 6Q: 3 clusters Score -2435148 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2435474.000000 Penalty: 3314.888916
	Iteration 7Q: 3 clusters Score -2435474 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2435864.250000 Penalty: 3314.888916
	Iteration 8Q: 3 clusters Score -2435864 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2436422.500000 Penalty: 3314.888916
	Iteration 9Q: 3 clusters Score -2436422 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2437229.000000 Penalty: 3314.888916
	Iteration 10F: 3 clusters Score -2437229 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2438264.750000 Penalty: 3314.888916
	Iteration 11F: 3 clusters Score -2438265 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2439475.500000 Penalty: 3314.888916
	Iteration 12F: 3 clusters Score -2439476 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2440567.500000 Penalty: 3314.888916
	Iteration 13F: 3 clusters Score -2440568 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2441479.000000 Penalty: 3314.888916
	Iteration 14Q: 3 clusters Score -2441479 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2442182.500000 Penalty: 3314.888916
	Iteration 15Q: 3 clusters Score -2442182 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -2442691.750000 Penalty: 3314.888916
	Iteration 16Q: 3 clusters Score -2442692 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -2443059.000000 Penalty: 3314.888916
	Iteration 17Q: 3 clusters Score -2443059 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2443311.750000 Penalty: 3314.888916
	Iteration 18Q: 3 clusters Score -2443312 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2443508.000000 Penalty: 3314.888916
	Iteration 19Q: 3 clusters Score -2443508 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2443673.250000 Penalty: 3314.888916
	Iteration 20F: 3 clusters Score -2443673 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2443794.250000 Penalty: 3314.888916
	Iteration 21Q: 3 clusters Score -2443794 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -2443898.000000 Penalty: 3314.888916
	Iteration 22Q: 3 clusters Score -2443898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2443987.500000 Penalty: 3314.888916
	Iteration 23Q: 3 clusters Score -2443988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -2444046.500000 Penalty: 3314.888916
	Iteration 24Q: 3 clusters Score -2444046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2444092.750000 Penalty: 3314.888916
	Iteration 25Q: 3 clusters Score -2444093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2444131.000000 Penalty: 3314.888916
	Iteration 26Q: 3 clusters Score -2444131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -2444162.250000 Penalty: 3314.888916
	Iteration 27Q: 3 clusters Score -2444162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2444190.750000 Penalty: 3314.888916
	Iteration 28Q: 3 clusters Score -2444191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -2444210.500000 Penalty: 3314.888916
	Iteration 29Q: 3 clusters Score -2444210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -2444217.750000 Penalty: 3314.888916
	Iteration 30Q: 3 clusters Score -2444218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -2444226.500000 Penalty: 3314.888916
	Iteration 31Q: 3 clusters Score -2444226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2444230.250000 Penalty: 3314.888916
	Iteration 32Q: 3 clusters Score -2444230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2444235.500000 Penalty: 3314.888916
	Iteration 33Q: 3 clusters Score -2444236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2444241.750000 Penalty: 3314.888916
	Iteration 34Q: 3 clusters Score -2444242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2444242.250000 Penalty: 3314.888916
	Iteration 35Q: 3 clusters Score -2444242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2444243.500000 Penalty: 3314.888916
	Iteration 36Q: 3 clusters Score -2444244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2444246.250000 Penalty: 3314.888916
	Iteration 37Q: 3 clusters Score -2444246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2444250.000000 Penalty: 3314.888916
	Iteration 38Q: 3 clusters Score -2444250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2444251.250000 Penalty: 3314.888916
	Iteration 39Q: 3 clusters Score -2444251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2444250.500000 Penalty: 3314.888916
	Iteration 40F: 3 clusters Score -2444250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2444249.000000 Penalty: 3314.888916
	Iteration 41Q: 3 clusters Score -2444249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2444249.000000 Penalty: 3314.888916
	Iteration 42F: 3 clusters Score -2444249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Entering Unmasked Estep 
Score: -6674287.500000 Penalty: 1813.844360
	Iteration 0F: 2 clusters Score -6674288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -6627497.000000 Penalty: 3627.688721
	Iteration 0F: 3 clusters Score -6627497 nChanged 33355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -6646188.500000 Penalty: 3627.688721
	Iteration 1F: 3 clusters Score -6646188 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -6646948.000000 Penalty: 3627.688721
	Iteration 2Q: 3 clusters Score -6646948 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -6648110.000000 Penalty: 3627.688721
	Iteration 3Q: 3 clusters Score -6648110 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6650198.500000 Penalty: 3627.688721
	Iteration 4F: 3 clusters Score -6650198 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -6654102.000000 Penalty: 3627.688721
	Iteration 5F: 3 clusters Score -6654102 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -6659843.500000 Penalty: 3627.688721
	Iteration 6F: 3 clusters Score -6659844 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6666072.000000 Penalty: 3627.688721
	Iteration 7F: 3 clusters Score -6666072 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6670210.500000 Penalty: 3627.688721
	Iteration 8F: 3 clusters Score -6670210 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6671985.000000 Penalty: 3627.688721
	Iteration 9Q: 3 clusters Score -6671985 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6672437.000000 Penalty: 3627.688721
	Iteration 10Q: 3 clusters Score -6672437 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6672570.500000 Penalty: 3627.688721
	Iteration 11Q: 3 clusters Score -6672570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6672627.000000 Penalty: 3627.688721
	Iteration 12Q: 3 clusters Score -6672627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6672647.000000 Penalty: 3627.688721
	Iteration 13Q: 3 clusters Score -6672647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6672647.500000 Penalty: 3627.688721
	Iteration 14Q: 3 clusters Score -6672648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6672651.000000 Penalty: 3627.688721
	Iteration 15Q: 3 clusters Score -6672651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6672654.000000 Penalty: 3627.688721
	Iteration 16Q: 3 clusters Score -6672654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6672652.000000 Penalty: 3627.688721
	Iteration 17Q: 3 clusters Score -6672652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6672657.500000 Penalty: 3627.688721
	Iteration 18Q: 3 clusters Score -6672658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6672659.000000 Penalty: 3627.688721
	Iteration 19Q: 3 clusters Score -6672659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6672658.000000 Penalty: 3627.688721
	Iteration 20F: 3 clusters Score -6672658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9585.938477 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -9585.938 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 80 members 
Entering Unmasked Estep 
Score: -8931.288086 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -8931.288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9033.860352 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -9033.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9116.583984 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -9116.584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9169.839844 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -9169.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9175.842773 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -9175.843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9178.623047 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -9178.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9180.986328 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -9180.986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9180.986328 Penalty: 1669.134521
	Iteration 7F: 3 clusters Score -9180.986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Entering Unmasked Estep 
Score: -6350748.500000 Penalty: 1806.259521
	Iteration 0F: 2 clusters Score -6350748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -6305887.000000 Penalty: 3612.519043
	Iteration 0F: 3 clusters Score -6305887 nChanged 31679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6323826.000000 Penalty: 3612.519043
	Iteration 1F: 3 clusters Score -6323826 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -6324236.000000 Penalty: 3612.519043
	Iteration 2Q: 3 clusters Score -6324236 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -6324734.000000 Penalty: 3612.519043
	Iteration 3Q: 3 clusters Score -6324734 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -6325276.000000 Penalty: 3612.519043
	Iteration 4Q: 3 clusters Score -6325276 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -6325968.000000 Penalty: 3612.519043
	Iteration 5Q: 3 clusters Score -6325968 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -6326866.000000 Penalty: 3612.519043
	Iteration 6Q: 3 clusters Score -6326866 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -6328240.000000 Penalty: 3612.519043
	Iteration 7Q: 3 clusters Score -6328240 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -6330158.500000 Penalty: 3612.519043
	Iteration 8Q: 3 clusters Score -6330158 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -6332567.000000 Penalty: 3612.519043
	Iteration 9F: 3 clusters Score -6332567 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -6335457.500000 Penalty: 3612.519043
	Iteration 10F: 3 clusters Score -6335458 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -6338149.000000 Penalty: 3612.519043
	Iteration 11F: 3 clusters Score -6338149 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -6340094.000000 Penalty: 3612.519043
	Iteration 12F: 3 clusters Score -6340094 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -6341187.500000 Penalty: 3612.519043
	Iteration 13Q: 3 clusters Score -6341188 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -6341721.500000 Penalty: 3612.519043
	Iteration 14Q: 3 clusters Score -6341722 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -6342058.000000 Penalty: 3612.519043
	Iteration 15Q: 3 clusters Score -6342058 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -6342294.000000 Penalty: 3612.519043
	Iteration 16Q: 3 clusters Score -6342294 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -6342510.000000 Penalty: 3612.519043
	Iteration 17Q: 3 clusters Score -6342510 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -6342719.000000 Penalty: 3612.519043
	Iteration 18Q: 3 clusters Score -6342719 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6342929.500000 Penalty: 3612.519043
	Iteration 19Q: 3 clusters Score -6342930 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -6343078.000000 Penalty: 3612.519043
	Iteration 20F: 3 clusters Score -6343078 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -6343226.000000 Penalty: 3612.519043
	Iteration 21Q: 3 clusters Score -6343226 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -6343315.000000 Penalty: 3612.519043
	Iteration 22Q: 3 clusters Score -6343315 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -6343423.000000 Penalty: 3612.519043
	Iteration 23Q: 3 clusters Score -6343423 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -6343539.500000 Penalty: 3612.519043
	Iteration 24Q: 3 clusters Score -6343540 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6343614.000000 Penalty: 3612.519043
	Iteration 25Q: 3 clusters Score -6343614 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -6343720.000000 Penalty: 3612.519043
	Iteration 26Q: 3 clusters Score -6343720 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -6343772.000000 Penalty: 3612.519043
	Iteration 27Q: 3 clusters Score -6343772 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -6343833.500000 Penalty: 3612.519043
	Iteration 28Q: 3 clusters Score -6343834 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -6343939.500000 Penalty: 3612.519043
	Iteration 29Q: 3 clusters Score -6343940 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -6344018.500000 Penalty: 3612.519043
	Iteration 30Q: 3 clusters Score -6344018 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -6344098.000000 Penalty: 3612.519043
	Iteration 31Q: 3 clusters Score -6344098 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6344204.000000 Penalty: 3612.519043
	Iteration 32Q: 3 clusters Score -6344204 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6344274.000000 Penalty: 3612.519043
	Iteration 33Q: 3 clusters Score -6344274 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -6344364.000000 Penalty: 3612.519043
	Iteration 34Q: 3 clusters Score -6344364 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6344491.500000 Penalty: 3612.519043
	Iteration 35Q: 3 clusters Score -6344492 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -6344566.500000 Penalty: 3612.519043
	Iteration 36Q: 3 clusters Score -6344566 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -6344678.500000 Penalty: 3612.519043
	Iteration 37Q: 3 clusters Score -6344678 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -6344799.000000 Penalty: 3612.519043
	Iteration 38Q: 3 clusters Score -6344799 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -6344918.000000 Penalty: 3612.519043
	Iteration 39Q: 3 clusters Score -6344918 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -6345065.000000 Penalty: 3612.519043
	Iteration 40F: 3 clusters Score -6345065 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -6345244.000000 Penalty: 3612.519043
	Iteration 41Q: 3 clusters Score -6345244 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -6345430.500000 Penalty: 3612.519043
	Iteration 42Q: 3 clusters Score -6345430 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -6345609.000000 Penalty: 3612.519043
	Iteration 43Q: 3 clusters Score -6345609 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -6345837.500000 Penalty: 3612.519043
	Iteration 44Q: 3 clusters Score -6345838 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -6346083.500000 Penalty: 3612.519043
	Iteration 45Q: 3 clusters Score -6346084 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -6346341.000000 Penalty: 3612.519043
	Iteration 46Q: 3 clusters Score -6346341 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -6346607.000000 Penalty: 3612.519043
	Iteration 47Q: 3 clusters Score -6346607 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -6346944.500000 Penalty: 3612.519043
	Iteration 48Q: 3 clusters Score -6346944 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -6347212.500000 Penalty: 3612.519043
	Iteration 49Q: 3 clusters Score -6347212 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -6347495.500000 Penalty: 3612.519043
	Iteration 50Q: 3 clusters Score -6347496 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -6347761.500000 Penalty: 3612.519043
	Iteration 51Q: 3 clusters Score -6347762 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -6348006.000000 Penalty: 3612.519043
	Iteration 52Q: 3 clusters Score -6348006 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -6348212.500000 Penalty: 3612.519043
	Iteration 53Q: 3 clusters Score -6348212 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -6348386.000000 Penalty: 3612.519043
	Iteration 54Q: 3 clusters Score -6348386 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -6348518.500000 Penalty: 3612.519043
	Iteration 55Q: 3 clusters Score -6348518 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -6348666.000000 Penalty: 3612.519043
	Iteration 56Q: 3 clusters Score -6348666 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -6348772.500000 Penalty: 3612.519043
	Iteration 57Q: 3 clusters Score -6348772 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -6348855.500000 Penalty: 3612.519043
	Iteration 58Q: 3 clusters Score -6348856 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -6348939.000000 Penalty: 3612.519043
	Iteration 59Q: 3 clusters Score -6348939 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -6348992.000000 Penalty: 3612.519043
	Iteration 60F: 3 clusters Score -6348992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -6349019.500000 Penalty: 3612.519043
	Iteration 61Q: 3 clusters Score -6349020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -6349048.000000 Penalty: 3612.519043
	Iteration 62Q: 3 clusters Score -6349048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -6349073.500000 Penalty: 3612.519043
	Iteration 63Q: 3 clusters Score -6349074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -6349086.500000 Penalty: 3612.519043
	Iteration 64Q: 3 clusters Score -6349086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -6349097.500000 Penalty: 3612.519043
	Iteration 65Q: 3 clusters Score -6349098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -6349107.500000 Penalty: 3612.519043
	Iteration 66Q: 3 clusters Score -6349108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -6349108.000000 Penalty: 3612.519043
	Iteration 67Q: 3 clusters Score -6349108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -6349117.500000 Penalty: 3612.519043
	Iteration 68Q: 3 clusters Score -6349118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -6349135.500000 Penalty: 3612.519043
	Iteration 69Q: 3 clusters Score -6349136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -6349147.500000 Penalty: 3612.519043
	Iteration 70Q: 3 clusters Score -6349148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -6349155.500000 Penalty: 3612.519043
	Iteration 71Q: 3 clusters Score -6349156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -6349159.000000 Penalty: 3612.519043
	Iteration 72Q: 3 clusters Score -6349159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -6349174.000000 Penalty: 3612.519043
	Iteration 73Q: 3 clusters Score -6349174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -6349184.500000 Penalty: 3612.519043
	Iteration 74Q: 3 clusters Score -6349184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -6349189.000000 Penalty: 3612.519043
	Iteration 75Q: 3 clusters Score -6349189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -6349193.500000 Penalty: 3612.519043
	Iteration 76Q: 3 clusters Score -6349194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -6349205.000000 Penalty: 3612.519043
	Iteration 77Q: 3 clusters Score -6349205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -6349209.500000 Penalty: 3612.519043
	Iteration 78Q: 3 clusters Score -6349210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -6349209.000000 Penalty: 3612.519043
	Iteration 79Q: 3 clusters Score -6349209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -6349215.500000 Penalty: 3612.519043
	Iteration 80F: 3 clusters Score -6349216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -6349217.500000 Penalty: 3612.519043
	Iteration 81Q: 3 clusters Score -6349218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -6349218.500000 Penalty: 3612.519043
	Iteration 82Q: 3 clusters Score -6349218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -6349221.000000 Penalty: 3612.519043
	Iteration 83Q: 3 clusters Score -6349221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -6349228.000000 Penalty: 3612.519043
	Iteration 84Q: 3 clusters Score -6349228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -6349227.000000 Penalty: 3612.519043
	Iteration 85Q: 3 clusters Score -6349227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -6349232.000000 Penalty: 3612.519043
	Iteration 86Q: 3 clusters Score -6349232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -6349236.500000 Penalty: 3612.519043
	Iteration 87Q: 3 clusters Score -6349236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -6349235.000000 Penalty: 3612.519043
	Iteration 88Q: 3 clusters Score -6349235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -6349235.000000 Penalty: 3612.519043
	Iteration 89F: 3 clusters Score -6349235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -133571.296875 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -133571.3 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 754 members 
Entering Unmasked Estep 
Score: -131827.750000 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -131827.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -132131.093750 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -132131.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132201.312500 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -132201.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -132243.343750 Penalty: 2376.579834
	Iteration 3Q: 3 clusters Score -132243.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132272.312500 Penalty: 2376.579834
	Iteration 4Q: 3 clusters Score -132272.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132291.390625 Penalty: 2376.579834
	Iteration 5Q: 3 clusters Score -132291.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132305.453125 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -132305.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132317.468750 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -132317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132323.937500 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -132323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -132326.312500 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -132326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -132327.640625 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -132327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -132328.015625 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -132328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -132328.515625 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -132328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -132328.515625 Penalty: 2376.579834
	Iteration 13F: 3 clusters Score -132328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -36024.097656 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -36024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34994.949219 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -34994.95 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35230.269531 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -35230.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35329.539062 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -35329.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35437.843750 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -35437.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35552.304688 Penalty: 2025.545654
	Iteration 4F: 3 clusters Score -35552.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35622.878906 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -35622.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35654.230469 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -35654.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35661.566406 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -35661.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35663.308594 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -35663.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35668.183594 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -35668.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35692.359375 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -35692.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35719.308594 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -35719.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35750.742188 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -35750.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35780.226562 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -35780.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35802.097656 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -35802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35819.796875 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -35819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35827.640625 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -35827.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35829.289062 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -35829.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35830.085938 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -35830.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35830.085938 Penalty: 2025.545654
	Iteration 19F: 3 clusters Score -35830.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -63086.816406 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -63086.82 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 402 members 
Entering Unmasked Estep 
Score: -61806.980469 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -61806.98 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62010.980469 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -62010.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62090.082031 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -62090.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62119.410156 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -62119.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62128.605469 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -62128.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62132.128906 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -62132.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62133.308594 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -62133.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62133.933594 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -62133.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62135.609375 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -62135.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -62137.449219 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -62137.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -62137.449219 Penalty: 2148.476074
	Iteration 10F: 3 clusters Score -62137.45 nChanged 0
--- Evaluating fit on full set of 2178069 points ---
Entering Unmasked Estep 
Score: -200707952.000000 Penalty: 59287.917969
24->26 Clusters: Score -200707952.000000, best is -200673248.000000
THE BEST YET!

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 726023 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 30294 members 
Mstep: Class 3 contains 30246 members 
Mstep: Class 4 contains 30243 members 
Mstep: Class 5 contains 30143 members 
Mstep: Class 6 contains 30184 members 
Mstep: Class 7 contains 30411 members 
Mstep: Class 8 contains 30670 members 
Mstep: Class 9 contains 30459 members 
Mstep: Class 10 contains 30135 members 
Mstep: Class 11 contains 30075 members 
Mstep: Class 12 contains 30062 members 
Mstep: Class 13 contains 29828 members 
Mstep: Class 14 contains 30404 members 
Mstep: Class 15 contains 30383 members 
Mstep: Class 16 contains 30070 members 
Mstep: Class 17 contains 30316 members 
Mstep: Class 18 contains 30302 members 
Mstep: Class 19 contains 30201 members 
Mstep: Class 20 contains 30156 members 
Mstep: Class 21 contains 30174 members 
Mstep: Class 22 contains 30413 members 
Mstep: Class 23 contains 30513 members 
Mstep: Class 24 contains 30264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1232.796265 but Gain 2192.992188
Score: -63724532.000000 Penalty: 50438.820312
Iteration 0F: 24 clusters Score -6.372453e+07 nChanged 695012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1686 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 8767 members 
Mstep: Class 3 contains 13578 members 
Mstep: Class 4 contains 21317 members 
Mstep: Class 5 contains 35043 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 38213 members 
Mstep: Class 8 contains 38673 members 
Mstep: Class 9 contains 20164 members 
Mstep: Class 11 contains 17880 members 
Mstep: Class 12 contains 19099 members 
Mstep: Class 13 contains 12762 members 
Mstep: Class 14 contains 25445 members 
Mstep: Class 15 contains 38858 members 
Mstep: Class 16 contains 25214 members 
Mstep: Class 17 contains 14175 members 
Mstep: Class 18 contains 12329 members 
Mstep: Class 19 contains 17176 members 
Mstep: Class 20 contains 24733 members 
Mstep: Class 21 contains 144497 members 
Mstep: Class 22 contains 25006 members 
Mstep: Class 23 contains 62487 members 
Mstep: Class 24 contains 29258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65440376.000000 Penalty: 50438.820312
Iteration 1F: 24 clusters Score -6.544038e+07 nChanged 231616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1504 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 8797 members 
Mstep: Class 4 contains 15453 members 
Mstep: Class 5 contains 26010 members 
Mstep: Class 6 contains 53305 members 
Mstep: Class 7 contains 35473 members 
Mstep: Class 8 contains 38277 members 
Mstep: Class 9 contains 15640 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 14124 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 17871 members 
Mstep: Class 15 contains 36364 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 11579 members 
Mstep: Class 18 contains 13781 members 
Mstep: Class 19 contains 14958 members 
Mstep: Class 20 contains 20249 members 
Mstep: Class 21 contains 205335 members 
Mstep: Class 22 contains 22227 members 
Mstep: Class 23 contains 67857 members 
Mstep: Class 24 contains 27166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65737752.000000 Penalty: 50438.820312
Iteration 2F: 24 clusters Score -6.573775e+07 nChanged 167611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1390 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 7833 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 18415 members 
Mstep: Class 6 contains 63332 members 
Mstep: Class 7 contains 29292 members 
Mstep: Class 8 contains 34622 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 5579 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 28461 members 
Mstep: Class 16 contains 16387 members 
Mstep: Class 17 contains 12659 members 
Mstep: Class 18 contains 16253 members 
Mstep: Class 19 contains 13117 members 
Mstep: Class 20 contains 15213 members 
Mstep: Class 21 contains 273637 members 
Mstep: Class 22 contains 15258 members 
Mstep: Class 23 contains 64749 members 
Mstep: Class 24 contains 22364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65914692.000000 Penalty: 50438.820312
Iteration 3F: 24 clusters Score -6.591469e+07 nChanged 138950
Entering Unmasked Mstep 
Mstep: Class 0 contains 1296 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 7800 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 11045 members 
Mstep: Class 6 contains 75447 members 
Mstep: Class 7 contains 21272 members 
Mstep: Class 8 contains 30013 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 11 contains 6649 members 
Mstep: Class 12 contains 6683 members 
Mstep: Class 13 contains 5125 members 
Mstep: Class 14 contains 5545 members 
Mstep: Class 15 contains 19714 members 
Mstep: Class 16 contains 12598 members 
Mstep: Class 17 contains 13306 members 
Mstep: Class 18 contains 16652 members 
Mstep: Class 19 contains 12295 members 
Mstep: Class 20 contains 10075 members 
Mstep: Class 21 contains 344596 members 
Mstep: Class 22 contains 8603 members 
Mstep: Class 23 contains 55852 members 
Mstep: Class 24 contains 16870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1838.458252 but Gain 2192.992188
Score: -66059188.000000 Penalty: 48245.828125
Iteration 4F: 23 clusters Score -6.605919e+07 nChanged 128030
Entering Unmasked Mstep 
Mstep: Class 0 contains 1181 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 5275 members 
Mstep: Class 6 contains 87932 members 
Mstep: Class 7 contains 11505 members 
Mstep: Class 8 contains 23678 members 
Mstep: Class 9 contains 14886 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 15 contains 12474 members 
Mstep: Class 16 contains 8152 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 16190 members 
Mstep: Class 19 contains 12575 members 
Mstep: Class 20 contains 5212 members 
Mstep: Class 21 contains 413346 members 
Mstep: Class 22 contains 4849 members 
Mstep: Class 23 contains 43561 members 
Mstep: Class 24 contains 11612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66069000.000000 Penalty: 48245.828125
Iteration 5F: 23 clusters Score -6.6069e+07 nChanged 86159
Entering Unmasked Mstep 
Mstep: Class 0 contains 981 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 105538 members 
Mstep: Class 7 contains 5902 members 
Mstep: Class 8 contains 22545 members 
Mstep: Class 9 contains 15965 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 2730 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 13905 members 
Mstep: Class 18 contains 15102 members 
Mstep: Class 19 contains 14299 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 426584 members 
Mstep: Class 22 contains 3587 members 
Mstep: Class 23 contains 38894 members 
Mstep: Class 24 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1420.530029 but Gain 2192.992188
Score: -66140896.000000 Penalty: 46052.835938
Iteration 6F: 22 clusters Score -6.61409e+07 nChanged 59836
Entering Unmasked Mstep 
Mstep: Class 0 contains 707 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 6 contains 121625 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 15 contains 8034 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 14968 members 
Mstep: Class 18 contains 14569 members 
Mstep: Class 19 contains 15497 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 419793 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 36969 members 
Mstep: Class 24 contains 9054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66204568.000000 Penalty: 46052.835938
Iteration 7F: 22 clusters Score -6.620457e+07 nChanged 45244
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2031 members 
Mstep: Class 3 contains 3580 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 6 contains 135348 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 25976 members 
Mstep: Class 9 contains 17601 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 15 contains 8257 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 14194 members 
Mstep: Class 19 contains 16437 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 21 contains 404967 members 
Mstep: Class 22 contains 2769 members 
Mstep: Class 23 contains 36856 members 
Mstep: Class 24 contains 8990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1757.012085 but Gain 2192.992188
Score: -66252336.000000 Penalty: 43859.843750
Iteration 8F: 21 clusters Score -6.625234e+07 nChanged 39043
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2046 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 2100 members 
Mstep: Class 6 contains 147789 members 
Mstep: Class 8 contains 27563 members 
Mstep: Class 9 contains 18046 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 7667 members 
Mstep: Class 15 contains 8778 members 
Mstep: Class 16 contains 11171 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 14002 members 
Mstep: Class 19 contains 17579 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 21 contains 388536 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 37840 members 
Mstep: Class 24 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66294740.000000 Penalty: 43859.843750
Iteration 9F: 21 clusters Score -6.629474e+07 nChanged 32567
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 6 contains 158596 members 
Mstep: Class 8 contains 28841 members 
Mstep: Class 9 contains 18146 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 8042 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 14187 members 
Mstep: Class 17 contains 16827 members 
Mstep: Class 18 contains 13870 members 
Mstep: Class 19 contains 19214 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 371390 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 39225 members 
Mstep: Class 24 contains 8963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66328436.000000 Penalty: 43859.843750
Iteration 10Q: 21 clusters Score -6.632844e+07 nChanged 28647
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1875 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 6 contains 168292 members 
Mstep: Class 8 contains 29636 members 
Mstep: Class 9 contains 18057 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 8239 members 
Mstep: Class 15 contains 9720 members 
Mstep: Class 16 contains 17050 members 
Mstep: Class 17 contains 16911 members 
Mstep: Class 18 contains 13764 members 
Mstep: Class 19 contains 21138 members 
Mstep: Class 20 contains 771 members 
Mstep: Class 21 contains 356217 members 
Mstep: Class 22 contains 1962 members 
Mstep: Class 23 contains 40596 members 
Mstep: Class 24 contains 8562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2047.180176 but Gain 2192.992188
Score: -66352336.000000 Penalty: 41666.851562
Iteration 11Q: 20 clusters Score -6.635234e+07 nChanged 27047
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1776 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 6 contains 176612 members 
Mstep: Class 8 contains 30070 members 
Mstep: Class 9 contains 18091 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8381 members 
Mstep: Class 15 contains 10097 members 
Mstep: Class 16 contains 19695 members 
Mstep: Class 17 contains 17296 members 
Mstep: Class 18 contains 14067 members 
Mstep: Class 19 contains 23333 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 343574 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 41872 members 
Mstep: Class 24 contains 7914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2186.018311 but Gain 2192.992188
Score: -66371624.000000 Penalty: 39473.859375
Iteration 12Q: 19 clusters Score -6.637162e+07 nChanged 23915
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1692 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 6 contains 182912 members 
Mstep: Class 8 contains 30315 members 
Mstep: Class 9 contains 17735 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 8500 members 
Mstep: Class 15 contains 10449 members 
Mstep: Class 16 contains 22060 members 
Mstep: Class 17 contains 17172 members 
Mstep: Class 18 contains 13886 members 
Mstep: Class 19 contains 25980 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 21 contains 333720 members 
Mstep: Class 23 contains 43420 members 
Mstep: Class 24 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66385460.000000 Penalty: 39473.859375
Iteration 13Q: 19 clusters Score -6.638546e+07 nChanged 19932
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 6 contains 186849 members 
Mstep: Class 8 contains 30572 members 
Mstep: Class 9 contains 17360 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 8597 members 
Mstep: Class 15 contains 10930 members 
Mstep: Class 16 contains 24380 members 
Mstep: Class 17 contains 16932 members 
Mstep: Class 18 contains 13682 members 
Mstep: Class 19 contains 28364 members 
Mstep: Class 20 contains 893 members 
Mstep: Class 21 contains 325523 members 
Mstep: Class 23 contains 44545 members 
Mstep: Class 24 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66393880.000000 Penalty: 39473.859375
Iteration 14Q: 19 clusters Score -6.639388e+07 nChanged 17480
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 6 contains 188664 members 
Mstep: Class 8 contains 30815 members 
Mstep: Class 9 contains 16965 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 268 members 
Mstep: Class 13 contains 8671 members 
Mstep: Class 15 contains 11553 members 
Mstep: Class 16 contains 26606 members 
Mstep: Class 17 contains 16708 members 
Mstep: Class 18 contains 13451 members 
Mstep: Class 19 contains 30627 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 319376 members 
Mstep: Class 23 contains 45713 members 
Mstep: Class 24 contains 5504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2128.940918 but Gain 2192.992188
Score: -66399756.000000 Penalty: 37280.867188
Iteration 15Q: 18 clusters Score -6.639976e+07 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 6 contains 189067 members 
Mstep: Class 8 contains 31096 members 
Mstep: Class 9 contains 16553 members 
Mstep: Class 11 contains 4293 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 8722 members 
Mstep: Class 15 contains 12383 members 
Mstep: Class 16 contains 28699 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 13204 members 
Mstep: Class 19 contains 33255 members 
Mstep: Class 20 contains 915 members 
Mstep: Class 21 contains 315569 members 
Mstep: Class 23 contains 47033 members 
Mstep: Class 24 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66405844.000000 Penalty: 37280.867188
Iteration 16Q: 18 clusters Score -6.640584e+07 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 2 contains 1565 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 6 contains 188078 members 
Mstep: Class 8 contains 31413 members 
Mstep: Class 9 contains 16189 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 8771 members 
Mstep: Class 15 contains 13147 members 
Mstep: Class 16 contains 30715 members 
Mstep: Class 17 contains 16266 members 
Mstep: Class 18 contains 12953 members 
Mstep: Class 19 contains 35391 members 
Mstep: Class 20 contains 924 members 
Mstep: Class 21 contains 311683 members 
Mstep: Class 23 contains 48139 members 
Mstep: Class 24 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66409708.000000 Penalty: 37280.867188
Iteration 17Q: 18 clusters Score -6.640971e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 6 contains 186453 members 
Mstep: Class 8 contains 31668 members 
Mstep: Class 9 contains 15856 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 8799 members 
Mstep: Class 15 contains 13886 members 
Mstep: Class 16 contains 32568 members 
Mstep: Class 17 contains 16059 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 37398 members 
Mstep: Class 20 contains 935 members 
Mstep: Class 21 contains 308705 members 
Mstep: Class 23 contains 49179 members 
Mstep: Class 24 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66413620.000000 Penalty: 37280.867188
Iteration 18Q: 18 clusters Score -6.641362e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 6 contains 184096 members 
Mstep: Class 8 contains 31863 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 8816 members 
Mstep: Class 15 contains 14652 members 
Mstep: Class 16 contains 34179 members 
Mstep: Class 17 contains 15897 members 
Mstep: Class 18 contains 12480 members 
Mstep: Class 19 contains 39178 members 
Mstep: Class 20 contains 941 members 
Mstep: Class 21 contains 307052 members 
Mstep: Class 23 contains 49939 members 
Mstep: Class 24 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66415588.000000 Penalty: 37280.867188
Iteration 19Q: 18 clusters Score -6.641559e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 6 contains 182110 members 
Mstep: Class 8 contains 32032 members 
Mstep: Class 9 contains 15357 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 8823 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 35656 members 
Mstep: Class 17 contains 15762 members 
Mstep: Class 18 contains 12206 members 
Mstep: Class 19 contains 40986 members 
Mstep: Class 20 contains 942 members 
Mstep: Class 21 contains 305001 members 
Mstep: Class 23 contains 50686 members 
Mstep: Class 24 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66419464.000000 Penalty: 37280.867188
Iteration 20F: 18 clusters Score -6.641946e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 6 contains 180138 members 
Mstep: Class 8 contains 32158 members 
Mstep: Class 9 contains 15137 members 
Mstep: Class 11 contains 4726 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 15 contains 16254 members 
Mstep: Class 16 contains 37100 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 11923 members 
Mstep: Class 19 contains 42884 members 
Mstep: Class 20 contains 1095 members 
Mstep: Class 21 contains 302983 members 
Mstep: Class 23 contains 51225 members 
Mstep: Class 24 contains 2243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66423716.000000 Penalty: 37280.867188
Iteration 21Q: 18 clusters Score -6.642372e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 6 contains 178274 members 
Mstep: Class 8 contains 32270 members 
Mstep: Class 9 contains 14959 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 38439 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 44836 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 301093 members 
Mstep: Class 23 contains 51589 members 
Mstep: Class 24 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1975.758423 but Gain 2192.992188
Score: -66427004.000000 Penalty: 35087.875000
Iteration 22Q: 17 clusters Score -6.6427e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 6 contains 176954 members 
Mstep: Class 8 contains 32366 members 
Mstep: Class 9 contains 14813 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 417 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 15 contains 17946 members 
Mstep: Class 16 contains 39660 members 
Mstep: Class 17 contains 15563 members 
Mstep: Class 18 contains 11376 members 
Mstep: Class 19 contains 47693 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 299415 members 
Mstep: Class 23 contains 51924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66431224.000000 Penalty: 35087.875000
Iteration 23Q: 17 clusters Score -6.643122e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 2 contains 1066 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 6 contains 175172 members 
Mstep: Class 8 contains 32419 members 
Mstep: Class 9 contains 14715 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 15 contains 18879 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 15486 members 
Mstep: Class 18 contains 11148 members 
Mstep: Class 19 contains 49771 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 297451 members 
Mstep: Class 23 contains 51930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66433856.000000 Penalty: 35087.875000
Iteration 24Q: 17 clusters Score -6.643386e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 6 contains 173396 members 
Mstep: Class 8 contains 32421 members 
Mstep: Class 9 contains 14586 members 
Mstep: Class 11 contains 5047 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 8892 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 41714 members 
Mstep: Class 17 contains 15439 members 
Mstep: Class 18 contains 10933 members 
Mstep: Class 19 contains 51640 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 296113 members 
Mstep: Class 23 contains 51679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66434948.000000 Penalty: 35087.875000
Iteration 25Q: 17 clusters Score -6.643495e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 6 contains 172104 members 
Mstep: Class 8 contains 32474 members 
Mstep: Class 9 contains 14456 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 8899 members 
Mstep: Class 15 contains 20862 members 
Mstep: Class 16 contains 42717 members 
Mstep: Class 17 contains 15418 members 
Mstep: Class 18 contains 10703 members 
Mstep: Class 19 contains 53532 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 294099 members 
Mstep: Class 23 contains 51374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436008.000000 Penalty: 35087.875000
Iteration 26Q: 17 clusters Score -6.643601e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 6 contains 171373 members 
Mstep: Class 8 contains 32594 members 
Mstep: Class 9 contains 14344 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 15 contains 21980 members 
Mstep: Class 16 contains 43736 members 
Mstep: Class 17 contains 15378 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 55460 members 
Mstep: Class 20 contains 1264 members 
Mstep: Class 21 contains 291388 members 
Mstep: Class 23 contains 51039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66437304.000000 Penalty: 35087.875000
Iteration 27Q: 17 clusters Score -6.64373e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 6 contains 170970 members 
Mstep: Class 8 contains 32739 members 
Mstep: Class 9 contains 14240 members 
Mstep: Class 11 contains 5048 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 15 contains 23193 members 
Mstep: Class 16 contains 44696 members 
Mstep: Class 17 contains 15349 members 
Mstep: Class 18 contains 10252 members 
Mstep: Class 19 contains 57434 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 288251 members 
Mstep: Class 23 contains 50684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66437608.000000 Penalty: 35087.875000
Iteration 28Q: 17 clusters Score -6.643761e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 6 contains 170956 members 
Mstep: Class 8 contains 32927 members 
Mstep: Class 9 contains 14140 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 8906 members 
Mstep: Class 15 contains 24493 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 15306 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 19 contains 59430 members 
Mstep: Class 20 contains 1269 members 
Mstep: Class 21 contains 284642 members 
Mstep: Class 23 contains 50254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66437720.000000 Penalty: 35087.875000
Iteration 29Q: 17 clusters Score -6.643772e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 6 contains 171160 members 
Mstep: Class 8 contains 33180 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 8897 members 
Mstep: Class 15 contains 25927 members 
Mstep: Class 16 contains 46619 members 
Mstep: Class 17 contains 15244 members 
Mstep: Class 18 contains 9840 members 
Mstep: Class 19 contains 61388 members 
Mstep: Class 20 contains 1280 members 
Mstep: Class 21 contains 280662 members 
Mstep: Class 23 contains 49825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66437296.000000 Penalty: 35087.875000
Iteration 30Q: 17 clusters Score -6.64373e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 6 contains 171545 members 
Mstep: Class 8 contains 33475 members 
Mstep: Class 9 contains 13917 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8904 members 
Mstep: Class 15 contains 27417 members 
Mstep: Class 16 contains 47602 members 
Mstep: Class 17 contains 15163 members 
Mstep: Class 18 contains 9654 members 
Mstep: Class 19 contains 63372 members 
Mstep: Class 20 contains 1285 members 
Mstep: Class 21 contains 276325 members 
Mstep: Class 23 contains 49388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66437124.000000 Penalty: 35087.875000
Iteration 31Q: 17 clusters Score -6.643712e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 6 contains 172147 members 
Mstep: Class 8 contains 33789 members 
Mstep: Class 9 contains 13804 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 15 contains 29066 members 
Mstep: Class 16 contains 48598 members 
Mstep: Class 17 contains 15103 members 
Mstep: Class 18 contains 9496 members 
Mstep: Class 19 contains 65374 members 
Mstep: Class 20 contains 1296 members 
Mstep: Class 21 contains 271545 members 
Mstep: Class 23 contains 48941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436968.000000 Penalty: 35087.875000
Iteration 32Q: 17 clusters Score -6.643697e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 6 contains 172991 members 
Mstep: Class 8 contains 34141 members 
Mstep: Class 9 contains 13685 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 8909 members 
Mstep: Class 15 contains 30763 members 
Mstep: Class 16 contains 49613 members 
Mstep: Class 17 contains 15037 members 
Mstep: Class 18 contains 9355 members 
Mstep: Class 19 contains 67335 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 266371 members 
Mstep: Class 23 contains 48576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436840.000000 Penalty: 35087.875000
Iteration 33Q: 17 clusters Score -6.643684e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 6 contains 173999 members 
Mstep: Class 8 contains 34550 members 
Mstep: Class 9 contains 13563 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 8918 members 
Mstep: Class 15 contains 32581 members 
Mstep: Class 16 contains 50712 members 
Mstep: Class 17 contains 14940 members 
Mstep: Class 18 contains 9214 members 
Mstep: Class 19 contains 69352 members 
Mstep: Class 20 contains 1316 members 
Mstep: Class 21 contains 260729 members 
Mstep: Class 23 contains 48227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436680.000000 Penalty: 35087.875000
Iteration 34Q: 17 clusters Score -6.643668e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 6 contains 175000 members 
Mstep: Class 8 contains 35016 members 
Mstep: Class 9 contains 13417 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 15 contains 34461 members 
Mstep: Class 16 contains 51794 members 
Mstep: Class 17 contains 14824 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 71372 members 
Mstep: Class 20 contains 1321 members 
Mstep: Class 21 contains 255021 members 
Mstep: Class 23 contains 47881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436484.000000 Penalty: 35087.875000
Iteration 35Q: 17 clusters Score -6.643648e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 6 contains 176109 members 
Mstep: Class 8 contains 35482 members 
Mstep: Class 9 contains 13254 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 8934 members 
Mstep: Class 15 contains 36242 members 
Mstep: Class 16 contains 52970 members 
Mstep: Class 17 contains 14689 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 73381 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 249127 members 
Mstep: Class 23 contains 47652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436712.000000 Penalty: 35087.875000
Iteration 36Q: 17 clusters Score -6.643671e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 6 contains 177117 members 
Mstep: Class 8 contains 35954 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 11 contains 4906 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 8941 members 
Mstep: Class 15 contains 37890 members 
Mstep: Class 16 contains 54194 members 
Mstep: Class 17 contains 14567 members 
Mstep: Class 18 contains 8868 members 
Mstep: Class 19 contains 75359 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 243210 members 
Mstep: Class 23 contains 47625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436592.000000 Penalty: 35087.875000
Iteration 37Q: 17 clusters Score -6.643659e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 6 contains 178142 members 
Mstep: Class 8 contains 36388 members 
Mstep: Class 9 contains 12964 members 
Mstep: Class 11 contains 4872 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 15 contains 39409 members 
Mstep: Class 16 contains 55347 members 
Mstep: Class 17 contains 14435 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 77279 members 
Mstep: Class 20 contains 1349 members 
Mstep: Class 21 contains 237451 members 
Mstep: Class 23 contains 47709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66436120.000000 Penalty: 35087.875000
Iteration 38Q: 17 clusters Score -6.643612e+07 nChanged 8392
Entering ConstructFrom: 
Score: -66436120.000000 Penalty: 35087.875000
Entering ConstructFrom: 
Trying to split cluster 2 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -68169.414062 Penalty: 1102.106201
	Iteration 0F: 2 clusters Score -68169.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67054.679688 Penalty: 2204.212402
	Iteration 0F: 3 clusters Score -67054.68 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67598.390625 Penalty: 2204.212402
	Iteration 1F: 3 clusters Score -67598.39 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67875.695312 Penalty: 2204.212402
	Iteration 2F: 3 clusters Score -67875.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68059.273438 Penalty: 2204.212402
	Iteration 3F: 3 clusters Score -68059.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68278.406250 Penalty: 2204.212402
	Iteration 4F: 3 clusters Score -68278.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68464.039062 Penalty: 2204.212402
	Iteration 5F: 3 clusters Score -68464.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68620.171875 Penalty: 2204.212402
	Iteration 6Q: 3 clusters Score -68620.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68806.640625 Penalty: 2204.212402
	Iteration 7Q: 3 clusters Score -68806.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68893.164062 Penalty: 2204.212402
	Iteration 8Q: 3 clusters Score -68893.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68903.445312 Penalty: 2204.212402
	Iteration 9Q: 3 clusters Score -68903.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68909.265625 Penalty: 2204.212402
	Iteration 10Q: 3 clusters Score -68909.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68909.265625 Penalty: 2204.212402
	Iteration 11F: 3 clusters Score -68909.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 6 contains 179070 members 
Mstep: Class 8 contains 36798 members 
Mstep: Class 9 contains 12814 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 8965 members 
Mstep: Class 15 contains 40806 members 
Mstep: Class 16 contains 56480 members 
Mstep: Class 17 contains 14307 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 79024 members 
Mstep: Class 20 contains 1355 members 
Mstep: Class 21 contains 232014 members 
Mstep: Class 23 contains 47897 members 
Entering Unmasked Estep 
Score: -66434596.000000 Penalty: 37280.867188
Splitting cluster 2 changes total score from -66436120.000000 to -66434596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -86341.210938 Penalty: 1181.651855
	Iteration 0F: 2 clusters Score -86341.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -84964.046875 Penalty: 2363.303711
	Iteration 0F: 3 clusters Score -84964.05 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86854.421875 Penalty: 2363.303711
	Iteration 1F: 3 clusters Score -86854.42 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88965.460938 Penalty: 2363.303711
	Iteration 2F: 3 clusters Score -88965.46 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91020.921875 Penalty: 2363.303711
	Iteration 3F: 3 clusters Score -91020.92 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92414.937500 Penalty: 2363.303711
	Iteration 4F: 3 clusters Score -92414.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92932.468750 Penalty: 2363.303711
	Iteration 5F: 3 clusters Score -92932.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93114.226562 Penalty: 2363.303711
	Iteration 6Q: 3 clusters Score -93114.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93281.804688 Penalty: 2363.303711
	Iteration 7Q: 3 clusters Score -93281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93309.695312 Penalty: 2363.303711
	Iteration 8Q: 3 clusters Score -93309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93312.562500 Penalty: 2363.303711
	Iteration 9Q: 3 clusters Score -93312.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93312.562500 Penalty: 2363.303711
	Iteration 10F: 3 clusters Score -93312.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 6 contains 179070 members 
Mstep: Class 8 contains 36798 members 
Mstep: Class 9 contains 12814 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 8965 members 
Mstep: Class 15 contains 40806 members 
Mstep: Class 16 contains 56480 members 
Mstep: Class 17 contains 14307 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 79024 members 
Mstep: Class 20 contains 1355 members 
Mstep: Class 21 contains 232014 members 
Mstep: Class 23 contains 47897 members 
Entering Unmasked Estep 
Score: -66440804.000000 Penalty: 37280.867188
Splitting cluster 4 changes total score from -66436120.000000 to -66440804.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (179070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179070 members 
Entering Unmasked Estep 
Score: -16706384.000000 Penalty: 1965.524048
	Iteration 0F: 2 clusters Score -1.670638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -16589959.000000 Penalty: 3931.048096
	Iteration 0F: 3 clusters Score -1.658996e+07 nChanged 86839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 90345 members 
Entering Unmasked Estep 
Score: -16643420.000000 Penalty: 3931.048096
	Iteration 1F: 3 clusters Score -1.664342e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -16647722.000000 Penalty: 3931.048096
	Iteration 2Q: 3 clusters Score -1.664772e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -16653959.000000 Penalty: 3931.048096
	Iteration 3F: 3 clusters Score -1.665396e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -16662184.000000 Penalty: 3931.048096
	Iteration 4F: 3 clusters Score -1.666218e+07 nChanged 14369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 99667 members 
Entering Unmasked Estep 
Score: -16672118.000000 Penalty: 3931.048096
	Iteration 5F: 3 clusters Score -1.667212e+07 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -16682299.000000 Penalty: 3931.048096
	Iteration 6F: 3 clusters Score -1.66823e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -16689091.000000 Penalty: 3931.048096
	Iteration 7F: 3 clusters Score -1.668909e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 105621 members 
Entering Unmasked Estep 
Score: -16691172.000000 Penalty: 3931.048096
	Iteration 8Q: 3 clusters Score -1.669117e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -16691679.000000 Penalty: 3931.048096
	Iteration 9Q: 3 clusters Score -1.669168e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 103351 members 
Entering Unmasked Estep 
Score: -16691588.000000 Penalty: 3931.048096
	Iteration 10Q: 3 clusters Score -1.669159e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -16691554.000000 Penalty: 3931.048096
	Iteration 11Q: 3 clusters Score -1.669155e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -16691638.000000 Penalty: 3931.048096
	Iteration 12Q: 3 clusters Score -1.669164e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -16691640.000000 Penalty: 3931.048096
	Iteration 13Q: 3 clusters Score -1.669164e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -16691656.000000 Penalty: 3931.048096
	Iteration 14Q: 3 clusters Score -1.669166e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -16691632.000000 Penalty: 3931.048096
	Iteration 15Q: 3 clusters Score -1.669163e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -16691600.000000 Penalty: 3931.048096
	Iteration 16Q: 3 clusters Score -1.66916e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -16691526.000000 Penalty: 3931.048096
	Iteration 17Q: 3 clusters Score -1.669153e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -16691454.000000 Penalty: 3931.048096
	Iteration 18Q: 3 clusters Score -1.669145e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -16691465.000000 Penalty: 3931.048096
	Iteration 19Q: 3 clusters Score -1.669146e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -16691402.000000 Penalty: 3931.048096
	Iteration 20F: 3 clusters Score -1.66914e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -16691483.000000 Penalty: 3931.048096
	Iteration 21Q: 3 clusters Score -1.669148e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -16691550.000000 Penalty: 3931.048096
	Iteration 22Q: 3 clusters Score -1.669155e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -16691602.000000 Penalty: 3931.048096
	Iteration 23Q: 3 clusters Score -1.66916e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -16691691.000000 Penalty: 3931.048096
	Iteration 24Q: 3 clusters Score -1.669169e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -16691675.000000 Penalty: 3931.048096
	Iteration 25Q: 3 clusters Score -1.669168e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -16691671.000000 Penalty: 3931.048096
	Iteration 26Q: 3 clusters Score -1.669167e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -16691725.000000 Penalty: 3931.048096
	Iteration 27Q: 3 clusters Score -1.669172e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -16691710.000000 Penalty: 3931.048096
	Iteration 28Q: 3 clusters Score -1.669171e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -16691739.000000 Penalty: 3931.048096
	Iteration 29Q: 3 clusters Score -1.669174e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -16691760.000000 Penalty: 3931.048096
	Iteration 30Q: 3 clusters Score -1.669176e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -16691827.000000 Penalty: 3931.048096
	Iteration 31Q: 3 clusters Score -1.669183e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -16691875.000000 Penalty: 3931.048096
	Iteration 32Q: 3 clusters Score -1.669188e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -16691903.000000 Penalty: 3931.048096
	Iteration 33Q: 3 clusters Score -1.66919e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -16691925.000000 Penalty: 3931.048096
	Iteration 34Q: 3 clusters Score -1.669192e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -16691961.000000 Penalty: 3931.048096
	Iteration 35Q: 3 clusters Score -1.669196e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100686 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -16691945.000000 Penalty: 3931.048096
	Iteration 36Q: 3 clusters Score -1.669194e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -16691937.000000 Penalty: 3931.048096
	Iteration 37Q: 3 clusters Score -1.669194e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -16691969.000000 Penalty: 3931.048096
	Iteration 38Q: 3 clusters Score -1.669197e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -16692002.000000 Penalty: 3931.048096
	Iteration 39Q: 3 clusters Score -1.6692e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -16691963.000000 Penalty: 3931.048096
	Iteration 40F: 3 clusters Score -1.669196e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -16691978.000000 Penalty: 3931.048096
	Iteration 41Q: 3 clusters Score -1.669198e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -16691952.000000 Penalty: 3931.048096
	Iteration 42Q: 3 clusters Score -1.669195e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -16692006.000000 Penalty: 3931.048096
	Iteration 43Q: 3 clusters Score -1.669201e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -16692005.000000 Penalty: 3931.048096
	Iteration 44Q: 3 clusters Score -1.6692e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -16692029.000000 Penalty: 3931.048096
	Iteration 45Q: 3 clusters Score -1.669203e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -16692034.000000 Penalty: 3931.048096
	Iteration 46Q: 3 clusters Score -1.669203e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -16692044.000000 Penalty: 3931.048096
	Iteration 47Q: 3 clusters Score -1.669204e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -16692036.000000 Penalty: 3931.048096
	Iteration 48Q: 3 clusters Score -1.669204e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -16692074.000000 Penalty: 3931.048096
	Iteration 49Q: 3 clusters Score -1.669207e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
Score: -16692060.000000 Penalty: 3931.048096
	Iteration 50Q: 3 clusters Score -1.669206e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -16692098.000000 Penalty: 3931.048096
	Iteration 51Q: 3 clusters Score -1.66921e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -16692085.000000 Penalty: 3931.048096
	Iteration 52Q: 3 clusters Score -1.669208e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 76802 members 
Entering Unmasked Estep 
Score: -16692110.000000 Penalty: 3931.048096
	Iteration 53Q: 3 clusters Score -1.669211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -16692089.000000 Penalty: 3931.048096
	Iteration 54Q: 3 clusters Score -1.669209e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -16692070.000000 Penalty: 3931.048096
	Iteration 55Q: 3 clusters Score -1.669207e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -16692071.000000 Penalty: 3931.048096
	Iteration 56Q: 3 clusters Score -1.669207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -16692057.000000 Penalty: 3931.048096
	Iteration 57Q: 3 clusters Score -1.669206e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -16692056.000000 Penalty: 3931.048096
	Iteration 58Q: 3 clusters Score -1.669206e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102419 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -16692063.000000 Penalty: 3931.048096
	Iteration 59Q: 3 clusters Score -1.669206e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -16692052.000000 Penalty: 3931.048096
	Iteration 60F: 3 clusters Score -1.669205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -16692050.000000 Penalty: 3931.048096
	Iteration 61Q: 3 clusters Score -1.669205e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -16692040.000000 Penalty: 3931.048096
	Iteration 62Q: 3 clusters Score -1.669204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -16692034.000000 Penalty: 3931.048096
	Iteration 63Q: 3 clusters Score -1.669203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -16692051.000000 Penalty: 3931.048096
	Iteration 64Q: 3 clusters Score -1.669205e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -16692060.000000 Penalty: 3931.048096
	Iteration 65Q: 3 clusters Score -1.669206e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -16692046.000000 Penalty: 3931.048096
	Iteration 66Q: 3 clusters Score -1.669205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102599 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -16692051.000000 Penalty: 3931.048096
	Iteration 67Q: 3 clusters Score -1.669205e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -16692045.000000 Penalty: 3931.048096
	Iteration 68Q: 3 clusters Score -1.669204e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -16692049.000000 Penalty: 3931.048096
	Iteration 69Q: 3 clusters Score -1.669205e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -16692068.000000 Penalty: 3931.048096
	Iteration 70Q: 3 clusters Score -1.669207e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -16692050.000000 Penalty: 3931.048096
	Iteration 71Q: 3 clusters Score -1.669205e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -16692044.000000 Penalty: 3931.048096
	Iteration 72Q: 3 clusters Score -1.669204e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -16692047.000000 Penalty: 3931.048096
	Iteration 73Q: 3 clusters Score -1.669205e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -16692051.000000 Penalty: 3931.048096
	Iteration 74Q: 3 clusters Score -1.669205e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -16692050.000000 Penalty: 3931.048096
	Iteration 75Q: 3 clusters Score -1.669205e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -16692069.000000 Penalty: 3931.048096
	Iteration 76Q: 3 clusters Score -1.669207e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -16692085.000000 Penalty: 3931.048096
	Iteration 77Q: 3 clusters Score -1.669208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102781 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -16692082.000000 Penalty: 3931.048096
	Iteration 78Q: 3 clusters Score -1.669208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -16692079.000000 Penalty: 3931.048096
	Iteration 79Q: 3 clusters Score -1.669208e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -16692089.000000 Penalty: 3931.048096
	Iteration 80F: 3 clusters Score -1.669209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -16692109.000000 Penalty: 3931.048096
	Iteration 81Q: 3 clusters Score -1.669211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -16692126.000000 Penalty: 3931.048096
	Iteration 82Q: 3 clusters Score -1.669213e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -16692116.000000 Penalty: 3931.048096
	Iteration 83Q: 3 clusters Score -1.669212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -16692123.000000 Penalty: 3931.048096
	Iteration 84Q: 3 clusters Score -1.669212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102861 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -16692137.000000 Penalty: 3931.048096
	Iteration 85Q: 3 clusters Score -1.669214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 76200 members 
Entering Unmasked Estep 
Score: -16692120.000000 Penalty: 3931.048096
	Iteration 86Q: 3 clusters Score -1.669212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -16692134.000000 Penalty: 3931.048096
	Iteration 87Q: 3 clusters Score -1.669213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -16692112.000000 Penalty: 3931.048096
	Iteration 88Q: 3 clusters Score -1.669211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -16692111.000000 Penalty: 3931.048096
	Iteration 89Q: 3 clusters Score -1.669211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -16692107.000000 Penalty: 3931.048096
	Iteration 90Q: 3 clusters Score -1.669211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -16692139.000000 Penalty: 3931.048096
	Iteration 91Q: 3 clusters Score -1.669214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -16692142.000000 Penalty: 3931.048096
	Iteration 92Q: 3 clusters Score -1.669214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -16692135.000000 Penalty: 3931.048096
	Iteration 93Q: 3 clusters Score -1.669214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102917 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -16692129.000000 Penalty: 3931.048096
	Iteration 94Q: 3 clusters Score -1.669213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -16692121.000000 Penalty: 3931.048096
	Iteration 95Q: 3 clusters Score -1.669212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -16692122.000000 Penalty: 3931.048096
	Iteration 96Q: 3 clusters Score -1.669212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102943 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -16692127.000000 Penalty: 3931.048096
	Iteration 97Q: 3 clusters Score -1.669213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -16692121.000000 Penalty: 3931.048096
	Iteration 98Q: 3 clusters Score -1.669212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -16692106.000000 Penalty: 3931.048096
	Iteration 99Q: 3 clusters Score -1.669211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -16692102.000000 Penalty: 3931.048096
	Iteration 100F: 3 clusters Score -1.66921e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102983 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -16692113.000000 Penalty: 3931.048096
	Iteration 101Q: 3 clusters Score -1.669211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -16692127.000000 Penalty: 3931.048096
	Iteration 102Q: 3 clusters Score -1.669213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102992 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -16692123.000000 Penalty: 3931.048096
	Iteration 103Q: 3 clusters Score -1.669212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -16692112.000000 Penalty: 3931.048096
	Iteration 104Q: 3 clusters Score -1.669211e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -16692146.000000 Penalty: 3931.048096
	Iteration 105Q: 3 clusters Score -1.669215e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -16692139.000000 Penalty: 3931.048096
	Iteration 106Q: 3 clusters Score -1.669214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -16692146.000000 Penalty: 3931.048096
	Iteration 107Q: 3 clusters Score -1.669215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -16692149.000000 Penalty: 3931.048096
	Iteration 108Q: 3 clusters Score -1.669215e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -16692159.000000 Penalty: 3931.048096
	Iteration 109Q: 3 clusters Score -1.669216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103034 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -16692174.000000 Penalty: 3931.048096
	Iteration 110Q: 3 clusters Score -1.669217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -16692192.000000 Penalty: 3931.048096
	Iteration 111Q: 3 clusters Score -1.669219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -16692182.000000 Penalty: 3931.048096
	Iteration 112Q: 3 clusters Score -1.669218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -16692187.000000 Penalty: 3931.048096
	Iteration 113Q: 3 clusters Score -1.669219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103046 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -16692181.000000 Penalty: 3931.048096
	Iteration 114Q: 3 clusters Score -1.669218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -16692186.000000 Penalty: 3931.048096
	Iteration 115Q: 3 clusters Score -1.669219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103049 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -16692190.000000 Penalty: 3931.048096
	Iteration 116Q: 3 clusters Score -1.669219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103050 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -16692192.000000 Penalty: 3931.048096
	Iteration 117Q: 3 clusters Score -1.669219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -16692186.000000 Penalty: 3931.048096
	Iteration 118Q: 3 clusters Score -1.669219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -16692175.000000 Penalty: 3931.048096
	Iteration 119Q: 3 clusters Score -1.669218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -16692173.000000 Penalty: 3931.048096
	Iteration 120F: 3 clusters Score -1.669217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -16692165.000000 Penalty: 3931.048096
	Iteration 121Q: 3 clusters Score -1.669216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -16692177.000000 Penalty: 3931.048096
	Iteration 122Q: 3 clusters Score -1.669218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -16692179.000000 Penalty: 3931.048096
	Iteration 123Q: 3 clusters Score -1.669218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -16692175.000000 Penalty: 3931.048096
	Iteration 124Q: 3 clusters Score -1.669218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
Score: -16692180.000000 Penalty: 3931.048096
	Iteration 125Q: 3 clusters Score -1.669218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -16692181.000000 Penalty: 3931.048096
	Iteration 126Q: 3 clusters Score -1.669218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -16692173.000000 Penalty: 3931.048096
	Iteration 127Q: 3 clusters Score -1.669217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -16692182.000000 Penalty: 3931.048096
	Iteration 128Q: 3 clusters Score -1.669218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -16692179.000000 Penalty: 3931.048096
	Iteration 129Q: 3 clusters Score -1.669218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -16692175.000000 Penalty: 3931.048096
	Iteration 130Q: 3 clusters Score -1.669218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -16692175.000000 Penalty: 3931.048096
	Iteration 131F: 3 clusters Score -1.669218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Entering Unmasked Estep 
Score: -3495091.750000 Penalty: 1708.394775
	Iteration 0F: 2 clusters Score -3495092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3470400.250000 Penalty: 3416.789551
	Iteration 0F: 3 clusters Score -3470400 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3480010.750000 Penalty: 3416.789551
	Iteration 1F: 3 clusters Score -3480011 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3480469.000000 Penalty: 3416.789551
	Iteration 2Q: 3 clusters Score -3480469 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3480930.000000 Penalty: 3416.789551
	Iteration 3Q: 3 clusters Score -3480930 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3481444.500000 Penalty: 3416.789551
	Iteration 4Q: 3 clusters Score -3481444 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3482077.500000 Penalty: 3416.789551
	Iteration 5Q: 3 clusters Score -3482078 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3482879.250000 Penalty: 3416.789551
	Iteration 6Q: 3 clusters Score -3482879 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3484124.500000 Penalty: 3416.789551
	Iteration 7F: 3 clusters Score -3484124 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3485739.250000 Penalty: 3416.789551
	Iteration 8F: 3 clusters Score -3485739 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3487480.750000 Penalty: 3416.789551
	Iteration 9F: 3 clusters Score -3487481 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3488697.000000 Penalty: 3416.789551
	Iteration 10F: 3 clusters Score -3488697 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3489301.000000 Penalty: 3416.789551
	Iteration 11Q: 3 clusters Score -3489301 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3489659.000000 Penalty: 3416.789551
	Iteration 12Q: 3 clusters Score -3489659 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3489932.250000 Penalty: 3416.789551
	Iteration 13Q: 3 clusters Score -3489932 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3490154.250000 Penalty: 3416.789551
	Iteration 14Q: 3 clusters Score -3490154 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3490347.750000 Penalty: 3416.789551
	Iteration 15Q: 3 clusters Score -3490348 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3490509.750000 Penalty: 3416.789551
	Iteration 16Q: 3 clusters Score -3490510 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3490650.000000 Penalty: 3416.789551
	Iteration 17Q: 3 clusters Score -3490650 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3490748.250000 Penalty: 3416.789551
	Iteration 18Q: 3 clusters Score -3490748 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3490837.000000 Penalty: 3416.789551
	Iteration 19Q: 3 clusters Score -3490837 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3490912.000000 Penalty: 3416.789551
	Iteration 20F: 3 clusters Score -3490912 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3491000.000000 Penalty: 3416.789551
	Iteration 21Q: 3 clusters Score -3491000 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3491102.000000 Penalty: 3416.789551
	Iteration 22Q: 3 clusters Score -3491102 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3491165.750000 Penalty: 3416.789551
	Iteration 23Q: 3 clusters Score -3491166 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3491230.000000 Penalty: 3416.789551
	Iteration 24Q: 3 clusters Score -3491230 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3491279.750000 Penalty: 3416.789551
	Iteration 25Q: 3 clusters Score -3491280 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3491329.000000 Penalty: 3416.789551
	Iteration 26Q: 3 clusters Score -3491329 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3491396.750000 Penalty: 3416.789551
	Iteration 27Q: 3 clusters Score -3491397 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3491442.000000 Penalty: 3416.789551
	Iteration 28Q: 3 clusters Score -3491442 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3491479.500000 Penalty: 3416.789551
	Iteration 29Q: 3 clusters Score -3491480 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3491526.500000 Penalty: 3416.789551
	Iteration 30Q: 3 clusters Score -3491526 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3491564.750000 Penalty: 3416.789551
	Iteration 31Q: 3 clusters Score -3491565 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3491631.500000 Penalty: 3416.789551
	Iteration 32Q: 3 clusters Score -3491632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3491689.750000 Penalty: 3416.789551
	Iteration 33Q: 3 clusters Score -3491690 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3491756.750000 Penalty: 3416.789551
	Iteration 34Q: 3 clusters Score -3491757 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3491786.000000 Penalty: 3416.789551
	Iteration 35Q: 3 clusters Score -3491786 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3491839.750000 Penalty: 3416.789551
	Iteration 36Q: 3 clusters Score -3491840 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3491894.750000 Penalty: 3416.789551
	Iteration 37Q: 3 clusters Score -3491895 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3491960.500000 Penalty: 3416.789551
	Iteration 38Q: 3 clusters Score -3491960 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3492030.250000 Penalty: 3416.789551
	Iteration 39Q: 3 clusters Score -3492030 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3492109.250000 Penalty: 3416.789551
	Iteration 40F: 3 clusters Score -3492109 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3492199.750000 Penalty: 3416.789551
	Iteration 41Q: 3 clusters Score -3492200 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3492260.250000 Penalty: 3416.789551
	Iteration 42Q: 3 clusters Score -3492260 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3492323.000000 Penalty: 3416.789551
	Iteration 43Q: 3 clusters Score -3492323 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3492382.750000 Penalty: 3416.789551
	Iteration 44Q: 3 clusters Score -3492383 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3492461.000000 Penalty: 3416.789551
	Iteration 45Q: 3 clusters Score -3492461 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3492537.250000 Penalty: 3416.789551
	Iteration 46Q: 3 clusters Score -3492537 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3492609.500000 Penalty: 3416.789551
	Iteration 47Q: 3 clusters Score -3492610 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3492690.500000 Penalty: 3416.789551
	Iteration 48Q: 3 clusters Score -3492690 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3492763.500000 Penalty: 3416.789551
	Iteration 49Q: 3 clusters Score -3492764 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3492852.500000 Penalty: 3416.789551
	Iteration 50Q: 3 clusters Score -3492852 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3492910.250000 Penalty: 3416.789551
	Iteration 51Q: 3 clusters Score -3492910 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3492963.750000 Penalty: 3416.789551
	Iteration 52Q: 3 clusters Score -3492964 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3493031.250000 Penalty: 3416.789551
	Iteration 53Q: 3 clusters Score -3493031 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3493088.750000 Penalty: 3416.789551
	Iteration 54Q: 3 clusters Score -3493089 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3493141.250000 Penalty: 3416.789551
	Iteration 55Q: 3 clusters Score -3493141 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3493178.250000 Penalty: 3416.789551
	Iteration 56Q: 3 clusters Score -3493178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3493212.500000 Penalty: 3416.789551
	Iteration 57Q: 3 clusters Score -3493212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3493228.250000 Penalty: 3416.789551
	Iteration 58Q: 3 clusters Score -3493228 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3493249.750000 Penalty: 3416.789551
	Iteration 59Q: 3 clusters Score -3493250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3493272.000000 Penalty: 3416.789551
	Iteration 60F: 3 clusters Score -3493272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3493301.500000 Penalty: 3416.789551
	Iteration 61Q: 3 clusters Score -3493302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3493333.500000 Penalty: 3416.789551
	Iteration 62Q: 3 clusters Score -3493334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3493369.750000 Penalty: 3416.789551
	Iteration 63Q: 3 clusters Score -3493370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3493401.250000 Penalty: 3416.789551
	Iteration 64Q: 3 clusters Score -3493401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3493439.750000 Penalty: 3416.789551
	Iteration 65Q: 3 clusters Score -3493440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3493458.250000 Penalty: 3416.789551
	Iteration 66Q: 3 clusters Score -3493458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3493474.500000 Penalty: 3416.789551
	Iteration 67Q: 3 clusters Score -3493474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3493499.750000 Penalty: 3416.789551
	Iteration 68Q: 3 clusters Score -3493500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3493510.500000 Penalty: 3416.789551
	Iteration 69Q: 3 clusters Score -3493510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3493526.250000 Penalty: 3416.789551
	Iteration 70Q: 3 clusters Score -3493526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3493545.250000 Penalty: 3416.789551
	Iteration 71Q: 3 clusters Score -3493545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3493553.000000 Penalty: 3416.789551
	Iteration 72Q: 3 clusters Score -3493553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3493564.750000 Penalty: 3416.789551
	Iteration 73Q: 3 clusters Score -3493565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3493571.500000 Penalty: 3416.789551
	Iteration 74Q: 3 clusters Score -3493572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3493591.750000 Penalty: 3416.789551
	Iteration 75Q: 3 clusters Score -3493592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3493605.000000 Penalty: 3416.789551
	Iteration 76Q: 3 clusters Score -3493605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3493604.000000 Penalty: 3416.789551
	Iteration 77Q: 3 clusters Score -3493604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3493614.250000 Penalty: 3416.789551
	Iteration 78Q: 3 clusters Score -3493614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3493613.000000 Penalty: 3416.789551
	Iteration 79Q: 3 clusters Score -3493613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3493624.750000 Penalty: 3416.789551
	Iteration 80F: 3 clusters Score -3493625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3493622.250000 Penalty: 3416.789551
	Iteration 81Q: 3 clusters Score -3493622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3493627.250000 Penalty: 3416.789551
	Iteration 82Q: 3 clusters Score -3493627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3493627.000000 Penalty: 3416.789551
	Iteration 83Q: 3 clusters Score -3493627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3493634.000000 Penalty: 3416.789551
	Iteration 84Q: 3 clusters Score -3493634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3493643.000000 Penalty: 3416.789551
	Iteration 85Q: 3 clusters Score -3493643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3493659.750000 Penalty: 3416.789551
	Iteration 86Q: 3 clusters Score -3493660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3493670.250000 Penalty: 3416.789551
	Iteration 87Q: 3 clusters Score -3493670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3493667.000000 Penalty: 3416.789551
	Iteration 88Q: 3 clusters Score -3493667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3493671.000000 Penalty: 3416.789551
	Iteration 89Q: 3 clusters Score -3493671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3493673.500000 Penalty: 3416.789551
	Iteration 90Q: 3 clusters Score -3493674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3493682.500000 Penalty: 3416.789551
	Iteration 91Q: 3 clusters Score -3493682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3493685.000000 Penalty: 3416.789551
	Iteration 92Q: 3 clusters Score -3493685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3493686.750000 Penalty: 3416.789551
	Iteration 93Q: 3 clusters Score -3493687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3493683.750000 Penalty: 3416.789551
	Iteration 94Q: 3 clusters Score -3493684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3493690.500000 Penalty: 3416.789551
	Iteration 95Q: 3 clusters Score -3493690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3493693.500000 Penalty: 3416.789551
	Iteration 96Q: 3 clusters Score -3493694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3493696.000000 Penalty: 3416.789551
	Iteration 97Q: 3 clusters Score -3493696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3493701.750000 Penalty: 3416.789551
	Iteration 98Q: 3 clusters Score -3493702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3493700.000000 Penalty: 3416.789551
	Iteration 99Q: 3 clusters Score -3493700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3493700.750000 Penalty: 3416.789551
	Iteration 100F: 3 clusters Score -3493701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Entering Unmasked Estep 
Score: -1158448.000000 Penalty: 1536.972778
	Iteration 0F: 2 clusters Score -1158448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1149468.250000 Penalty: 3073.945557
	Iteration 0F: 3 clusters Score -1149468 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1152494.750000 Penalty: 3073.945557
	Iteration 1F: 3 clusters Score -1152495 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1152759.500000 Penalty: 3073.945557
	Iteration 2F: 3 clusters Score -1152760 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1153000.000000 Penalty: 3073.945557
	Iteration 3Q: 3 clusters Score -1153000 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1153235.125000 Penalty: 3073.945557
	Iteration 4Q: 3 clusters Score -1153235 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1153505.000000 Penalty: 3073.945557
	Iteration 5Q: 3 clusters Score -1153505 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1153879.500000 Penalty: 3073.945557
	Iteration 6F: 3 clusters Score -1153880 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1154291.250000 Penalty: 3073.945557
	Iteration 7F: 3 clusters Score -1154291 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1154753.875000 Penalty: 3073.945557
	Iteration 8F: 3 clusters Score -1154754 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1155247.500000 Penalty: 3073.945557
	Iteration 9F: 3 clusters Score -1155248 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1155687.250000 Penalty: 3073.945557
	Iteration 10Q: 3 clusters Score -1155687 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1156023.625000 Penalty: 3073.945557
	Iteration 11Q: 3 clusters Score -1156024 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1156320.500000 Penalty: 3073.945557
	Iteration 12Q: 3 clusters Score -1156320 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1156517.125000 Penalty: 3073.945557
	Iteration 13Q: 3 clusters Score -1156517 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1156660.250000 Penalty: 3073.945557
	Iteration 14Q: 3 clusters Score -1156660 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1156764.625000 Penalty: 3073.945557
	Iteration 15Q: 3 clusters Score -1156765 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1156840.250000 Penalty: 3073.945557
	Iteration 16Q: 3 clusters Score -1156840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1156902.125000 Penalty: 3073.945557
	Iteration 17Q: 3 clusters Score -1156902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1156955.500000 Penalty: 3073.945557
	Iteration 18Q: 3 clusters Score -1156956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1157000.625000 Penalty: 3073.945557
	Iteration 19Q: 3 clusters Score -1157001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1157042.375000 Penalty: 3073.945557
	Iteration 20F: 3 clusters Score -1157042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1157060.500000 Penalty: 3073.945557
	Iteration 21Q: 3 clusters Score -1157060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1157073.500000 Penalty: 3073.945557
	Iteration 22Q: 3 clusters Score -1157074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1157080.000000 Penalty: 3073.945557
	Iteration 23Q: 3 clusters Score -1157080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1157084.125000 Penalty: 3073.945557
	Iteration 24Q: 3 clusters Score -1157084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1157094.625000 Penalty: 3073.945557
	Iteration 25Q: 3 clusters Score -1157095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1157103.000000 Penalty: 3073.945557
	Iteration 26Q: 3 clusters Score -1157103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1157107.250000 Penalty: 3073.945557
	Iteration 27Q: 3 clusters Score -1157107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1157111.750000 Penalty: 3073.945557
	Iteration 28Q: 3 clusters Score -1157112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1157110.750000 Penalty: 3073.945557
	Iteration 29Q: 3 clusters Score -1157111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1157116.000000 Penalty: 3073.945557
	Iteration 30Q: 3 clusters Score -1157116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1157116.500000 Penalty: 3073.945557
	Iteration 31Q: 3 clusters Score -1157116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1157121.625000 Penalty: 3073.945557
	Iteration 32Q: 3 clusters Score -1157122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1157123.500000 Penalty: 3073.945557
	Iteration 33Q: 3 clusters Score -1157124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1157127.750000 Penalty: 3073.945557
	Iteration 34Q: 3 clusters Score -1157128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1157132.500000 Penalty: 3073.945557
	Iteration 35Q: 3 clusters Score -1157132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1157133.875000 Penalty: 3073.945557
	Iteration 36Q: 3 clusters Score -1157134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1157135.125000 Penalty: 3073.945557
	Iteration 37Q: 3 clusters Score -1157135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1157135.750000 Penalty: 3073.945557
	Iteration 38Q: 3 clusters Score -1157136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1157136.000000 Penalty: 3073.945557
	Iteration 39Q: 3 clusters Score -1157136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1157137.375000 Penalty: 3073.945557
	Iteration 40F: 3 clusters Score -1157137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1157140.250000 Penalty: 3073.945557
	Iteration 41Q: 3 clusters Score -1157140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1157140.125000 Penalty: 3073.945557
	Iteration 42Q: 3 clusters Score -1157140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1157142.000000 Penalty: 3073.945557
	Iteration 43Q: 3 clusters Score -1157142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1157143.500000 Penalty: 3073.945557
	Iteration 44Q: 3 clusters Score -1157144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1157146.250000 Penalty: 3073.945557
	Iteration 45Q: 3 clusters Score -1157146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1157151.875000 Penalty: 3073.945557
	Iteration 46Q: 3 clusters Score -1157152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1157154.500000 Penalty: 3073.945557
	Iteration 47Q: 3 clusters Score -1157154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1157155.500000 Penalty: 3073.945557
	Iteration 48Q: 3 clusters Score -1157156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1157155.625000 Penalty: 3073.945557
	Iteration 49Q: 3 clusters Score -1157156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1157157.000000 Penalty: 3073.945557
	Iteration 50Q: 3 clusters Score -1157157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1157157.375000 Penalty: 3073.945557
	Iteration 51Q: 3 clusters Score -1157157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1157159.375000 Penalty: 3073.945557
	Iteration 52Q: 3 clusters Score -1157159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1157158.625000 Penalty: 3073.945557
	Iteration 53Q: 3 clusters Score -1157159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1157160.000000 Penalty: 3073.945557
	Iteration 54Q: 3 clusters Score -1157160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1157160.250000 Penalty: 3073.945557
	Iteration 55Q: 3 clusters Score -1157160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1157160.750000 Penalty: 3073.945557
	Iteration 56Q: 3 clusters Score -1157161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1157160.750000 Penalty: 3073.945557
	Iteration 57F: 3 clusters Score -1157161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -433171.343750 Penalty: 1379.194702
	Iteration 0F: 2 clusters Score -433171.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -429259.156250 Penalty: 2758.389404
	Iteration 0F: 3 clusters Score -429259.2 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430429.687500 Penalty: 2758.389404
	Iteration 1F: 3 clusters Score -430429.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -430664.593750 Penalty: 2758.389404
	Iteration 2F: 3 clusters Score -430664.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -430854.250000 Penalty: 2758.389404
	Iteration 3F: 3 clusters Score -430854.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -430969.968750 Penalty: 2758.389404
	Iteration 4Q: 3 clusters Score -430970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -431084.625000 Penalty: 2758.389404
	Iteration 5Q: 3 clusters Score -431084.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -431187.031250 Penalty: 2758.389404
	Iteration 6Q: 3 clusters Score -431187 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -431261.125000 Penalty: 2758.389404
	Iteration 7Q: 3 clusters Score -431261.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -431334.937500 Penalty: 2758.389404
	Iteration 8Q: 3 clusters Score -431334.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -431429.062500 Penalty: 2758.389404
	Iteration 9Q: 3 clusters Score -431429.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -431538.156250 Penalty: 2758.389404
	Iteration 10Q: 3 clusters Score -431538.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431653.687500 Penalty: 2758.389404
	Iteration 11Q: 3 clusters Score -431653.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -431764.531250 Penalty: 2758.389404
	Iteration 12Q: 3 clusters Score -431764.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -431866.781250 Penalty: 2758.389404
	Iteration 13Q: 3 clusters Score -431866.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -431956.375000 Penalty: 2758.389404
	Iteration 14Q: 3 clusters Score -431956.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -432030.187500 Penalty: 2758.389404
	Iteration 15Q: 3 clusters Score -432030.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -432078.281250 Penalty: 2758.389404
	Iteration 16Q: 3 clusters Score -432078.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -432104.781250 Penalty: 2758.389404
	Iteration 17Q: 3 clusters Score -432104.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -432119.468750 Penalty: 2758.389404
	Iteration 18Q: 3 clusters Score -432119.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -432131.093750 Penalty: 2758.389404
	Iteration 19Q: 3 clusters Score -432131.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -432140.281250 Penalty: 2758.389404
	Iteration 20F: 3 clusters Score -432140.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -432147.312500 Penalty: 2758.389404
	Iteration 21Q: 3 clusters Score -432147.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -432152.468750 Penalty: 2758.389404
	Iteration 22Q: 3 clusters Score -432152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -432156.031250 Penalty: 2758.389404
	Iteration 23Q: 3 clusters Score -432156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -432160.093750 Penalty: 2758.389404
	Iteration 24Q: 3 clusters Score -432160.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -432163.906250 Penalty: 2758.389404
	Iteration 25Q: 3 clusters Score -432163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -432164.156250 Penalty: 2758.389404
	Iteration 26Q: 3 clusters Score -432164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -432165.656250 Penalty: 2758.389404
	Iteration 27Q: 3 clusters Score -432165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -432166.687500 Penalty: 2758.389404
	Iteration 28Q: 3 clusters Score -432166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -432166.687500 Penalty: 2758.389404
	Iteration 29Q: 3 clusters Score -432166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -432167.406250 Penalty: 2758.389404
	Iteration 30Q: 3 clusters Score -432167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -432167.468750 Penalty: 2758.389404
	Iteration 31Q: 3 clusters Score -432167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -432167.312500 Penalty: 2758.389404
	Iteration 32Q: 3 clusters Score -432167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -432167.312500 Penalty: 2758.389404
	Iteration 33F: 3 clusters Score -432167.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -31359.109375 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -31359.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30448.882812 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -30448.88 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30690.804688 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -30690.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30745.279297 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -30745.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30770.464844 Penalty: 1983.331543
	Iteration 3Q: 3 clusters Score -30770.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30796.525391 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -30796.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30800.554688 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -30800.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30802.808594 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -30802.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30804.750000 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -30804.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30804.750000 Penalty: 1983.331543
	Iteration 8F: 3 clusters Score -30804.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -837873.125000 Penalty: 1478.926147
	Iteration 0F: 2 clusters Score -837873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -831358.375000 Penalty: 2957.852295
	Iteration 0F: 3 clusters Score -831358.4 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -833369.500000 Penalty: 2957.852295
	Iteration 1F: 3 clusters Score -833369.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -833583.875000 Penalty: 2957.852295
	Iteration 2F: 3 clusters Score -833583.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -833726.687500 Penalty: 2957.852295
	Iteration 3Q: 3 clusters Score -833726.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -833844.375000 Penalty: 2957.852295
	Iteration 4Q: 3 clusters Score -833844.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -833930.812500 Penalty: 2957.852295
	Iteration 5Q: 3 clusters Score -833930.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -834015.687500 Penalty: 2957.852295
	Iteration 6Q: 3 clusters Score -834015.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -834100.562500 Penalty: 2957.852295
	Iteration 7Q: 3 clusters Score -834100.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -834171.187500 Penalty: 2957.852295
	Iteration 8Q: 3 clusters Score -834171.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -834251.437500 Penalty: 2957.852295
	Iteration 9Q: 3 clusters Score -834251.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -834338.000000 Penalty: 2957.852295
	Iteration 10Q: 3 clusters Score -834338 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -834430.062500 Penalty: 2957.852295
	Iteration 11Q: 3 clusters Score -834430.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -834545.187500 Penalty: 2957.852295
	Iteration 12Q: 3 clusters Score -834545.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -834667.437500 Penalty: 2957.852295
	Iteration 13Q: 3 clusters Score -834667.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -834796.812500 Penalty: 2957.852295
	Iteration 14Q: 3 clusters Score -834796.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -834927.500000 Penalty: 2957.852295
	Iteration 15Q: 3 clusters Score -834927.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -835080.312500 Penalty: 2957.852295
	Iteration 16Q: 3 clusters Score -835080.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -835243.125000 Penalty: 2957.852295
	Iteration 17Q: 3 clusters Score -835243.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -835398.062500 Penalty: 2957.852295
	Iteration 18Q: 3 clusters Score -835398.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -835541.187500 Penalty: 2957.852295
	Iteration 19Q: 3 clusters Score -835541.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -835675.625000 Penalty: 2957.852295
	Iteration 20F: 3 clusters Score -835675.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -835805.187500 Penalty: 2957.852295
	Iteration 21Q: 3 clusters Score -835805.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -835922.437500 Penalty: 2957.852295
	Iteration 22Q: 3 clusters Score -835922.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -836034.125000 Penalty: 2957.852295
	Iteration 23Q: 3 clusters Score -836034.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -836111.562500 Penalty: 2957.852295
	Iteration 24Q: 3 clusters Score -836111.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -836182.375000 Penalty: 2957.852295
	Iteration 25Q: 3 clusters Score -836182.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -836243.375000 Penalty: 2957.852295
	Iteration 26Q: 3 clusters Score -836243.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -836301.187500 Penalty: 2957.852295
	Iteration 27Q: 3 clusters Score -836301.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -836356.875000 Penalty: 2957.852295
	Iteration 28Q: 3 clusters Score -836356.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -836390.625000 Penalty: 2957.852295
	Iteration 29Q: 3 clusters Score -836390.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -836428.625000 Penalty: 2957.852295
	Iteration 30Q: 3 clusters Score -836428.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -836459.187500 Penalty: 2957.852295
	Iteration 31Q: 3 clusters Score -836459.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -836479.125000 Penalty: 2957.852295
	Iteration 32Q: 3 clusters Score -836479.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -836498.875000 Penalty: 2957.852295
	Iteration 33Q: 3 clusters Score -836498.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -836514.812500 Penalty: 2957.852295
	Iteration 34Q: 3 clusters Score -836514.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -836525.875000 Penalty: 2957.852295
	Iteration 35Q: 3 clusters Score -836525.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -836542.562500 Penalty: 2957.852295
	Iteration 36Q: 3 clusters Score -836542.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -836559.000000 Penalty: 2957.852295
	Iteration 37Q: 3 clusters Score -836559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -836569.812500 Penalty: 2957.852295
	Iteration 38Q: 3 clusters Score -836569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -836576.187500 Penalty: 2957.852295
	Iteration 39Q: 3 clusters Score -836576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -836580.750000 Penalty: 2957.852295
	Iteration 40F: 3 clusters Score -836580.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -836583.937500 Penalty: 2957.852295
	Iteration 41Q: 3 clusters Score -836583.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -836593.062500 Penalty: 2957.852295
	Iteration 42Q: 3 clusters Score -836593.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -836598.000000 Penalty: 2957.852295
	Iteration 43Q: 3 clusters Score -836598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -836606.750000 Penalty: 2957.852295
	Iteration 44Q: 3 clusters Score -836606.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -836616.437500 Penalty: 2957.852295
	Iteration 45Q: 3 clusters Score -836616.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -836627.250000 Penalty: 2957.852295
	Iteration 46Q: 3 clusters Score -836627.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -836638.625000 Penalty: 2957.852295
	Iteration 47Q: 3 clusters Score -836638.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -836647.500000 Penalty: 2957.852295
	Iteration 48Q: 3 clusters Score -836647.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -836655.562500 Penalty: 2957.852295
	Iteration 49Q: 3 clusters Score -836655.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -836666.187500 Penalty: 2957.852295
	Iteration 50Q: 3 clusters Score -836666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -836676.812500 Penalty: 2957.852295
	Iteration 51Q: 3 clusters Score -836676.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -836684.625000 Penalty: 2957.852295
	Iteration 52Q: 3 clusters Score -836684.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -836691.562500 Penalty: 2957.852295
	Iteration 53Q: 3 clusters Score -836691.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -836698.937500 Penalty: 2957.852295
	Iteration 54Q: 3 clusters Score -836698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -836706.437500 Penalty: 2957.852295
	Iteration 55Q: 3 clusters Score -836706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -836706.375000 Penalty: 2957.852295
	Iteration 56Q: 3 clusters Score -836706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -836707.750000 Penalty: 2957.852295
	Iteration 57Q: 3 clusters Score -836707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -836712.000000 Penalty: 2957.852295
	Iteration 58Q: 3 clusters Score -836712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -836714.437500 Penalty: 2957.852295
	Iteration 59Q: 3 clusters Score -836714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -836720.812500 Penalty: 2957.852295
	Iteration 60F: 3 clusters Score -836720.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -836724.312500 Penalty: 2957.852295
	Iteration 61Q: 3 clusters Score -836724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -836727.250000 Penalty: 2957.852295
	Iteration 62Q: 3 clusters Score -836727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -836729.937500 Penalty: 2957.852295
	Iteration 63Q: 3 clusters Score -836729.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -836733.125000 Penalty: 2957.852295
	Iteration 64Q: 3 clusters Score -836733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -836734.687500 Penalty: 2957.852295
	Iteration 65Q: 3 clusters Score -836734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -836735.375000 Penalty: 2957.852295
	Iteration 66Q: 3 clusters Score -836735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -836735.375000 Penalty: 2957.852295
	Iteration 67F: 3 clusters Score -836735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Entering Unmasked Estep 
Score: -3871945.500000 Penalty: 1725.195068
	Iteration 0F: 2 clusters Score -3871946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3844668.500000 Penalty: 3450.390137
	Iteration 0F: 3 clusters Score -3844668 nChanged 19011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3855550.000000 Penalty: 3450.390137
	Iteration 1F: 3 clusters Score -3855550 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3856056.500000 Penalty: 3450.390137
	Iteration 2Q: 3 clusters Score -3856056 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3856753.500000 Penalty: 3450.390137
	Iteration 3Q: 3 clusters Score -3856754 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3857691.000000 Penalty: 3450.390137
	Iteration 4Q: 3 clusters Score -3857691 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3859101.250000 Penalty: 3450.390137
	Iteration 5F: 3 clusters Score -3859101 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3861068.250000 Penalty: 3450.390137
	Iteration 6F: 3 clusters Score -3861068 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3863450.500000 Penalty: 3450.390137
	Iteration 7F: 3 clusters Score -3863450 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3865551.750000 Penalty: 3450.390137
	Iteration 8F: 3 clusters Score -3865552 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3866779.750000 Penalty: 3450.390137
	Iteration 9Q: 3 clusters Score -3866780 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3867382.500000 Penalty: 3450.390137
	Iteration 10Q: 3 clusters Score -3867382 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3867691.000000 Penalty: 3450.390137
	Iteration 11Q: 3 clusters Score -3867691 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3867978.250000 Penalty: 3450.390137
	Iteration 12Q: 3 clusters Score -3867978 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3868214.750000 Penalty: 3450.390137
	Iteration 13Q: 3 clusters Score -3868215 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3868426.000000 Penalty: 3450.390137
	Iteration 14Q: 3 clusters Score -3868426 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3868548.750000 Penalty: 3450.390137
	Iteration 15Q: 3 clusters Score -3868549 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3868683.000000 Penalty: 3450.390137
	Iteration 16Q: 3 clusters Score -3868683 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3868793.500000 Penalty: 3450.390137
	Iteration 17Q: 3 clusters Score -3868794 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3868926.000000 Penalty: 3450.390137
	Iteration 18Q: 3 clusters Score -3868926 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3869016.000000 Penalty: 3450.390137
	Iteration 19Q: 3 clusters Score -3869016 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3869127.750000 Penalty: 3450.390137
	Iteration 20F: 3 clusters Score -3869128 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3869249.250000 Penalty: 3450.390137
	Iteration 21Q: 3 clusters Score -3869249 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3869361.000000 Penalty: 3450.390137
	Iteration 22Q: 3 clusters Score -3869361 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3869456.250000 Penalty: 3450.390137
	Iteration 23Q: 3 clusters Score -3869456 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3869547.500000 Penalty: 3450.390137
	Iteration 24Q: 3 clusters Score -3869548 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3869635.500000 Penalty: 3450.390137
	Iteration 25Q: 3 clusters Score -3869636 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3869738.500000 Penalty: 3450.390137
	Iteration 26Q: 3 clusters Score -3869738 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3869822.750000 Penalty: 3450.390137
	Iteration 27Q: 3 clusters Score -3869823 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3869905.250000 Penalty: 3450.390137
	Iteration 28Q: 3 clusters Score -3869905 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3869996.750000 Penalty: 3450.390137
	Iteration 29Q: 3 clusters Score -3869997 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3870105.250000 Penalty: 3450.390137
	Iteration 30Q: 3 clusters Score -3870105 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3870176.250000 Penalty: 3450.390137
	Iteration 31Q: 3 clusters Score -3870176 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3870252.000000 Penalty: 3450.390137
	Iteration 32Q: 3 clusters Score -3870252 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3870338.250000 Penalty: 3450.390137
	Iteration 33Q: 3 clusters Score -3870338 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3870411.750000 Penalty: 3450.390137
	Iteration 34Q: 3 clusters Score -3870412 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3870452.750000 Penalty: 3450.390137
	Iteration 35Q: 3 clusters Score -3870453 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3870489.500000 Penalty: 3450.390137
	Iteration 36Q: 3 clusters Score -3870490 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3870530.250000 Penalty: 3450.390137
	Iteration 37Q: 3 clusters Score -3870530 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3870573.000000 Penalty: 3450.390137
	Iteration 38Q: 3 clusters Score -3870573 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3870608.500000 Penalty: 3450.390137
	Iteration 39Q: 3 clusters Score -3870608 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3870642.000000 Penalty: 3450.390137
	Iteration 40F: 3 clusters Score -3870642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3870674.250000 Penalty: 3450.390137
	Iteration 41Q: 3 clusters Score -3870674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3870701.250000 Penalty: 3450.390137
	Iteration 42Q: 3 clusters Score -3870701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3870732.750000 Penalty: 3450.390137
	Iteration 43Q: 3 clusters Score -3870733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3870756.250000 Penalty: 3450.390137
	Iteration 44Q: 3 clusters Score -3870756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3870781.000000 Penalty: 3450.390137
	Iteration 45Q: 3 clusters Score -3870781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3870800.500000 Penalty: 3450.390137
	Iteration 46Q: 3 clusters Score -3870800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3870825.250000 Penalty: 3450.390137
	Iteration 47Q: 3 clusters Score -3870825 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3870843.750000 Penalty: 3450.390137
	Iteration 48Q: 3 clusters Score -3870844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3870849.250000 Penalty: 3450.390137
	Iteration 49Q: 3 clusters Score -3870849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3870854.750000 Penalty: 3450.390137
	Iteration 50Q: 3 clusters Score -3870855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3870868.750000 Penalty: 3450.390137
	Iteration 51Q: 3 clusters Score -3870869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3870885.000000 Penalty: 3450.390137
	Iteration 52Q: 3 clusters Score -3870885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3870901.250000 Penalty: 3450.390137
	Iteration 53Q: 3 clusters Score -3870901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3870905.750000 Penalty: 3450.390137
	Iteration 54Q: 3 clusters Score -3870906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3870927.000000 Penalty: 3450.390137
	Iteration 55Q: 3 clusters Score -3870927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3870921.000000 Penalty: 3450.390137
	Iteration 56Q: 3 clusters Score -3870921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3870931.500000 Penalty: 3450.390137
	Iteration 57Q: 3 clusters Score -3870932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3870934.750000 Penalty: 3450.390137
	Iteration 58Q: 3 clusters Score -3870935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3870937.000000 Penalty: 3450.390137
	Iteration 59Q: 3 clusters Score -3870937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3870938.750000 Penalty: 3450.390137
	Iteration 60F: 3 clusters Score -3870939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3870946.500000 Penalty: 3450.390137
	Iteration 61Q: 3 clusters Score -3870946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3870948.250000 Penalty: 3450.390137
	Iteration 62Q: 3 clusters Score -3870948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3870951.000000 Penalty: 3450.390137
	Iteration 63Q: 3 clusters Score -3870951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3870952.000000 Penalty: 3450.390137
	Iteration 64Q: 3 clusters Score -3870952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3870953.750000 Penalty: 3450.390137
	Iteration 65Q: 3 clusters Score -3870954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3870949.250000 Penalty: 3450.390137
	Iteration 66Q: 3 clusters Score -3870949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3870949.250000 Penalty: 3450.390137
	Iteration 67F: 3 clusters Score -3870949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Entering Unmasked Estep 
Score: -5373158.000000 Penalty: 1778.016846
	Iteration 0F: 2 clusters Score -5373158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -5335657.500000 Penalty: 3556.033691
	Iteration 0F: 3 clusters Score -5335658 nChanged 26399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -5350322.000000 Penalty: 3556.033691
	Iteration 1F: 3 clusters Score -5350322 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -5350820.500000 Penalty: 3556.033691
	Iteration 2Q: 3 clusters Score -5350820 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -5351358.500000 Penalty: 3556.033691
	Iteration 3Q: 3 clusters Score -5351358 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -5351926.000000 Penalty: 3556.033691
	Iteration 4Q: 3 clusters Score -5351926 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5352680.000000 Penalty: 3556.033691
	Iteration 5Q: 3 clusters Score -5352680 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5353651.500000 Penalty: 3556.033691
	Iteration 6Q: 3 clusters Score -5353652 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -5354914.000000 Penalty: 3556.033691
	Iteration 7Q: 3 clusters Score -5354914 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5356658.000000 Penalty: 3556.033691
	Iteration 8F: 3 clusters Score -5356658 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5358940.000000 Penalty: 3556.033691
	Iteration 9F: 3 clusters Score -5358940 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5361873.500000 Penalty: 3556.033691
	Iteration 10F: 3 clusters Score -5361874 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -5365070.000000 Penalty: 3556.033691
	Iteration 11F: 3 clusters Score -5365070 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5367867.500000 Penalty: 3556.033691
	Iteration 12F: 3 clusters Score -5367868 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -5369709.000000 Penalty: 3556.033691
	Iteration 13Q: 3 clusters Score -5369709 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -5370710.500000 Penalty: 3556.033691
	Iteration 14Q: 3 clusters Score -5370710 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -5371173.000000 Penalty: 3556.033691
	Iteration 15Q: 3 clusters Score -5371173 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -5371365.500000 Penalty: 3556.033691
	Iteration 16Q: 3 clusters Score -5371366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -5371470.500000 Penalty: 3556.033691
	Iteration 17Q: 3 clusters Score -5371470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -5371543.500000 Penalty: 3556.033691
	Iteration 18Q: 3 clusters Score -5371544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -5371583.500000 Penalty: 3556.033691
	Iteration 19Q: 3 clusters Score -5371584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -5371605.000000 Penalty: 3556.033691
	Iteration 20F: 3 clusters Score -5371605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -5371617.500000 Penalty: 3556.033691
	Iteration 21Q: 3 clusters Score -5371618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -5371626.000000 Penalty: 3556.033691
	Iteration 22Q: 3 clusters Score -5371626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -5371629.500000 Penalty: 3556.033691
	Iteration 23Q: 3 clusters Score -5371630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -5371640.000000 Penalty: 3556.033691
	Iteration 24Q: 3 clusters Score -5371640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -5371651.500000 Penalty: 3556.033691
	Iteration 25Q: 3 clusters Score -5371652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -5371661.500000 Penalty: 3556.033691
	Iteration 26Q: 3 clusters Score -5371662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -5371669.500000 Penalty: 3556.033691
	Iteration 27Q: 3 clusters Score -5371670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -5371669.500000 Penalty: 3556.033691
	Iteration 28Q: 3 clusters Score -5371670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -5371669.500000 Penalty: 3556.033691
	Iteration 29F: 3 clusters Score -5371670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Entering Unmasked Estep 
Score: -1295636.750000 Penalty: 1554.881958
	Iteration 0F: 2 clusters Score -1295637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1285678.500000 Penalty: 3109.763916
	Iteration 0F: 3 clusters Score -1285678 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1288910.625000 Penalty: 3109.763916
	Iteration 1F: 3 clusters Score -1288911 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1289173.125000 Penalty: 3109.763916
	Iteration 2F: 3 clusters Score -1289173 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1289380.625000 Penalty: 3109.763916
	Iteration 3Q: 3 clusters Score -1289381 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1289533.625000 Penalty: 3109.763916
	Iteration 4Q: 3 clusters Score -1289534 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1289638.250000 Penalty: 3109.763916
	Iteration 5Q: 3 clusters Score -1289638 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1289740.250000 Penalty: 3109.763916
	Iteration 6Q: 3 clusters Score -1289740 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1289833.500000 Penalty: 3109.763916
	Iteration 7Q: 3 clusters Score -1289834 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1289930.875000 Penalty: 3109.763916
	Iteration 8Q: 3 clusters Score -1289931 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1290054.625000 Penalty: 3109.763916
	Iteration 9Q: 3 clusters Score -1290055 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1290222.625000 Penalty: 3109.763916
	Iteration 10Q: 3 clusters Score -1290223 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1290458.500000 Penalty: 3109.763916
	Iteration 11Q: 3 clusters Score -1290458 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1290810.000000 Penalty: 3109.763916
	Iteration 12Q: 3 clusters Score -1290810 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1291280.125000 Penalty: 3109.763916
	Iteration 13Q: 3 clusters Score -1291280 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1291817.500000 Penalty: 3109.763916
	Iteration 14Q: 3 clusters Score -1291818 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1292251.250000 Penalty: 3109.763916
	Iteration 15Q: 3 clusters Score -1292251 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1292607.125000 Penalty: 3109.763916
	Iteration 16Q: 3 clusters Score -1292607 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1292920.250000 Penalty: 3109.763916
	Iteration 17Q: 3 clusters Score -1292920 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1293182.500000 Penalty: 3109.763916
	Iteration 18Q: 3 clusters Score -1293182 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1293427.375000 Penalty: 3109.763916
	Iteration 19Q: 3 clusters Score -1293427 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1293619.125000 Penalty: 3109.763916
	Iteration 20F: 3 clusters Score -1293619 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1293773.625000 Penalty: 3109.763916
	Iteration 21Q: 3 clusters Score -1293774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1293893.500000 Penalty: 3109.763916
	Iteration 22Q: 3 clusters Score -1293894 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1293969.500000 Penalty: 3109.763916
	Iteration 23Q: 3 clusters Score -1293970 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1294015.000000 Penalty: 3109.763916
	Iteration 24Q: 3 clusters Score -1294015 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1294050.750000 Penalty: 3109.763916
	Iteration 25Q: 3 clusters Score -1294051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1294074.750000 Penalty: 3109.763916
	Iteration 26Q: 3 clusters Score -1294075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1294100.000000 Penalty: 3109.763916
	Iteration 27Q: 3 clusters Score -1294100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1294126.125000 Penalty: 3109.763916
	Iteration 28Q: 3 clusters Score -1294126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1294149.250000 Penalty: 3109.763916
	Iteration 29Q: 3 clusters Score -1294149 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1294169.750000 Penalty: 3109.763916
	Iteration 30Q: 3 clusters Score -1294170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1294187.125000 Penalty: 3109.763916
	Iteration 31Q: 3 clusters Score -1294187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1294207.500000 Penalty: 3109.763916
	Iteration 32Q: 3 clusters Score -1294208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1294223.375000 Penalty: 3109.763916
	Iteration 33Q: 3 clusters Score -1294223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1294238.250000 Penalty: 3109.763916
	Iteration 34Q: 3 clusters Score -1294238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1294247.375000 Penalty: 3109.763916
	Iteration 35Q: 3 clusters Score -1294247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1294257.375000 Penalty: 3109.763916
	Iteration 36Q: 3 clusters Score -1294257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1294269.000000 Penalty: 3109.763916
	Iteration 37Q: 3 clusters Score -1294269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1294275.250000 Penalty: 3109.763916
	Iteration 38Q: 3 clusters Score -1294275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1294276.375000 Penalty: 3109.763916
	Iteration 39Q: 3 clusters Score -1294276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1294283.125000 Penalty: 3109.763916
	Iteration 40F: 3 clusters Score -1294283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1294284.000000 Penalty: 3109.763916
	Iteration 41Q: 3 clusters Score -1294284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1294287.875000 Penalty: 3109.763916
	Iteration 42Q: 3 clusters Score -1294288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1294291.375000 Penalty: 3109.763916
	Iteration 43Q: 3 clusters Score -1294291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1294292.625000 Penalty: 3109.763916
	Iteration 44Q: 3 clusters Score -1294293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1294294.625000 Penalty: 3109.763916
	Iteration 45Q: 3 clusters Score -1294295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1294301.625000 Penalty: 3109.763916
	Iteration 46Q: 3 clusters Score -1294302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1294306.625000 Penalty: 3109.763916
	Iteration 47Q: 3 clusters Score -1294307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1294310.250000 Penalty: 3109.763916
	Iteration 48Q: 3 clusters Score -1294310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1294315.875000 Penalty: 3109.763916
	Iteration 49Q: 3 clusters Score -1294316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1294314.000000 Penalty: 3109.763916
	Iteration 50Q: 3 clusters Score -1294314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1294313.625000 Penalty: 3109.763916
	Iteration 51Q: 3 clusters Score -1294314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1294313.750000 Penalty: 3109.763916
	Iteration 52Q: 3 clusters Score -1294314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1294316.125000 Penalty: 3109.763916
	Iteration 53Q: 3 clusters Score -1294316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1294318.000000 Penalty: 3109.763916
	Iteration 54Q: 3 clusters Score -1294318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1294318.125000 Penalty: 3109.763916
	Iteration 55Q: 3 clusters Score -1294318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1294319.000000 Penalty: 3109.763916
	Iteration 56Q: 3 clusters Score -1294319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1294322.000000 Penalty: 3109.763916
	Iteration 57Q: 3 clusters Score -1294322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1294324.500000 Penalty: 3109.763916
	Iteration 58Q: 3 clusters Score -1294324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1294326.375000 Penalty: 3109.763916
	Iteration 59Q: 3 clusters Score -1294326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1294333.625000 Penalty: 3109.763916
	Iteration 60F: 3 clusters Score -1294334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1294334.375000 Penalty: 3109.763916
	Iteration 61Q: 3 clusters Score -1294334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1294340.625000 Penalty: 3109.763916
	Iteration 62Q: 3 clusters Score -1294341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1294346.625000 Penalty: 3109.763916
	Iteration 63Q: 3 clusters Score -1294347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1294351.250000 Penalty: 3109.763916
	Iteration 64Q: 3 clusters Score -1294351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1294356.375000 Penalty: 3109.763916
	Iteration 65Q: 3 clusters Score -1294356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1294358.500000 Penalty: 3109.763916
	Iteration 66Q: 3 clusters Score -1294358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1294361.500000 Penalty: 3109.763916
	Iteration 67Q: 3 clusters Score -1294362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1294361.000000 Penalty: 3109.763916
	Iteration 68Q: 3 clusters Score -1294361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1294363.875000 Penalty: 3109.763916
	Iteration 69Q: 3 clusters Score -1294364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1294361.250000 Penalty: 3109.763916
	Iteration 70Q: 3 clusters Score -1294361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1294363.125000 Penalty: 3109.763916
	Iteration 71Q: 3 clusters Score -1294363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1294362.375000 Penalty: 3109.763916
	Iteration 72Q: 3 clusters Score -1294362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1294365.500000 Penalty: 3109.763916
	Iteration 73Q: 3 clusters Score -1294366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1294366.750000 Penalty: 3109.763916
	Iteration 74Q: 3 clusters Score -1294367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1294365.375000 Penalty: 3109.763916
	Iteration 75Q: 3 clusters Score -1294365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1294368.500000 Penalty: 3109.763916
	Iteration 76Q: 3 clusters Score -1294368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1294368.625000 Penalty: 3109.763916
	Iteration 77Q: 3 clusters Score -1294369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1294372.125000 Penalty: 3109.763916
	Iteration 78Q: 3 clusters Score -1294372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1294372.250000 Penalty: 3109.763916
	Iteration 79Q: 3 clusters Score -1294372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1294375.375000 Penalty: 3109.763916
	Iteration 80F: 3 clusters Score -1294375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1294378.000000 Penalty: 3109.763916
	Iteration 81Q: 3 clusters Score -1294378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1294381.375000 Penalty: 3109.763916
	Iteration 82Q: 3 clusters Score -1294381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1294380.125000 Penalty: 3109.763916
	Iteration 83Q: 3 clusters Score -1294380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1294380.125000 Penalty: 3109.763916
	Iteration 84F: 3 clusters Score -1294380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Entering Unmasked Estep 
Score: -737463.500000 Penalty: 1473.919434
	Iteration 0F: 2 clusters Score -737463.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -731119.750000 Penalty: 2947.838867
	Iteration 0F: 3 clusters Score -731119.8 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -733355.125000 Penalty: 2947.838867
	Iteration 1F: 3 clusters Score -733355.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -734235.500000 Penalty: 2947.838867
	Iteration 2F: 3 clusters Score -734235.5 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -735225.687500 Penalty: 2947.838867
	Iteration 3F: 3 clusters Score -735225.7 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -735948.687500 Penalty: 2947.838867
	Iteration 4F: 3 clusters Score -735948.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -736372.625000 Penalty: 2947.838867
	Iteration 5F: 3 clusters Score -736372.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -736541.312500 Penalty: 2947.838867
	Iteration 6Q: 3 clusters Score -736541.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -736610.937500 Penalty: 2947.838867
	Iteration 7Q: 3 clusters Score -736610.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -736644.375000 Penalty: 2947.838867
	Iteration 8Q: 3 clusters Score -736644.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -736666.625000 Penalty: 2947.838867
	Iteration 9Q: 3 clusters Score -736666.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -736684.375000 Penalty: 2947.838867
	Iteration 10Q: 3 clusters Score -736684.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -736697.312500 Penalty: 2947.838867
	Iteration 11Q: 3 clusters Score -736697.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -736706.687500 Penalty: 2947.838867
	Iteration 12Q: 3 clusters Score -736706.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -736712.500000 Penalty: 2947.838867
	Iteration 13Q: 3 clusters Score -736712.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -736719.812500 Penalty: 2947.838867
	Iteration 14Q: 3 clusters Score -736719.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -736721.437500 Penalty: 2947.838867
	Iteration 15Q: 3 clusters Score -736721.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -736726.250000 Penalty: 2947.838867
	Iteration 16Q: 3 clusters Score -736726.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -736726.250000 Penalty: 2947.838867
	Iteration 17Q: 3 clusters Score -736726.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -736732.250000 Penalty: 2947.838867
	Iteration 18Q: 3 clusters Score -736732.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -736736.562500 Penalty: 2947.838867
	Iteration 19Q: 3 clusters Score -736736.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -736741.437500 Penalty: 2947.838867
	Iteration 20F: 3 clusters Score -736741.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -736745.750000 Penalty: 2947.838867
	Iteration 21Q: 3 clusters Score -736745.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -736748.687500 Penalty: 2947.838867
	Iteration 22Q: 3 clusters Score -736748.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -736753.312500 Penalty: 2947.838867
	Iteration 23Q: 3 clusters Score -736753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -736754.937500 Penalty: 2947.838867
	Iteration 24Q: 3 clusters Score -736754.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -736757.187500 Penalty: 2947.838867
	Iteration 25Q: 3 clusters Score -736757.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -736758.375000 Penalty: 2947.838867
	Iteration 26Q: 3 clusters Score -736758.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -736762.687500 Penalty: 2947.838867
	Iteration 27Q: 3 clusters Score -736762.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -736765.187500 Penalty: 2947.838867
	Iteration 28Q: 3 clusters Score -736765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -736767.875000 Penalty: 2947.838867
	Iteration 29Q: 3 clusters Score -736767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -736770.437500 Penalty: 2947.838867
	Iteration 30Q: 3 clusters Score -736770.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -736774.250000 Penalty: 2947.838867
	Iteration 31Q: 3 clusters Score -736774.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -736777.500000 Penalty: 2947.838867
	Iteration 32Q: 3 clusters Score -736777.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -736781.250000 Penalty: 2947.838867
	Iteration 33Q: 3 clusters Score -736781.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -736785.812500 Penalty: 2947.838867
	Iteration 34Q: 3 clusters Score -736785.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -736791.437500 Penalty: 2947.838867
	Iteration 35Q: 3 clusters Score -736791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -736794.312500 Penalty: 2947.838867
	Iteration 36Q: 3 clusters Score -736794.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -736801.437500 Penalty: 2947.838867
	Iteration 37Q: 3 clusters Score -736801.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -736806.812500 Penalty: 2947.838867
	Iteration 38Q: 3 clusters Score -736806.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -736810.000000 Penalty: 2947.838867
	Iteration 39Q: 3 clusters Score -736810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -736816.187500 Penalty: 2947.838867
	Iteration 40F: 3 clusters Score -736816.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -736825.437500 Penalty: 2947.838867
	Iteration 41Q: 3 clusters Score -736825.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -736831.937500 Penalty: 2947.838867
	Iteration 42Q: 3 clusters Score -736831.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -736836.687500 Penalty: 2947.838867
	Iteration 43Q: 3 clusters Score -736836.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -736841.687500 Penalty: 2947.838867
	Iteration 44Q: 3 clusters Score -736841.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -736849.062500 Penalty: 2947.838867
	Iteration 45Q: 3 clusters Score -736849.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -736855.875000 Penalty: 2947.838867
	Iteration 46Q: 3 clusters Score -736855.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -736862.812500 Penalty: 2947.838867
	Iteration 47Q: 3 clusters Score -736862.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -736868.875000 Penalty: 2947.838867
	Iteration 48Q: 3 clusters Score -736868.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -736875.562500 Penalty: 2947.838867
	Iteration 49Q: 3 clusters Score -736875.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -736881.062500 Penalty: 2947.838867
	Iteration 50Q: 3 clusters Score -736881.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -736890.000000 Penalty: 2947.838867
	Iteration 51Q: 3 clusters Score -736890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -736892.000000 Penalty: 2947.838867
	Iteration 52Q: 3 clusters Score -736892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -736895.312500 Penalty: 2947.838867
	Iteration 53Q: 3 clusters Score -736895.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -736897.750000 Penalty: 2947.838867
	Iteration 54Q: 3 clusters Score -736897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -736900.937500 Penalty: 2947.838867
	Iteration 55Q: 3 clusters Score -736900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -736903.000000 Penalty: 2947.838867
	Iteration 56Q: 3 clusters Score -736903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -736907.562500 Penalty: 2947.838867
	Iteration 57Q: 3 clusters Score -736907.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -736917.875000 Penalty: 2947.838867
	Iteration 58Q: 3 clusters Score -736917.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -736928.625000 Penalty: 2947.838867
	Iteration 59Q: 3 clusters Score -736928.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -736938.375000 Penalty: 2947.838867
	Iteration 60F: 3 clusters Score -736938.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -736952.937500 Penalty: 2947.838867
	Iteration 61Q: 3 clusters Score -736952.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -736967.625000 Penalty: 2947.838867
	Iteration 62Q: 3 clusters Score -736967.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -736980.812500 Penalty: 2947.838867
	Iteration 63Q: 3 clusters Score -736980.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -737000.625000 Penalty: 2947.838867
	Iteration 64Q: 3 clusters Score -737000.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -737015.437500 Penalty: 2947.838867
	Iteration 65Q: 3 clusters Score -737015.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -737030.500000 Penalty: 2947.838867
	Iteration 66Q: 3 clusters Score -737030.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -737047.437500 Penalty: 2947.838867
	Iteration 67Q: 3 clusters Score -737047.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -737063.187500 Penalty: 2947.838867
	Iteration 68Q: 3 clusters Score -737063.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -737074.625000 Penalty: 2947.838867
	Iteration 69Q: 3 clusters Score -737074.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -737087.562500 Penalty: 2947.838867
	Iteration 70Q: 3 clusters Score -737087.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -737097.312500 Penalty: 2947.838867
	Iteration 71Q: 3 clusters Score -737097.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -737107.312500 Penalty: 2947.838867
	Iteration 72Q: 3 clusters Score -737107.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -737119.187500 Penalty: 2947.838867
	Iteration 73Q: 3 clusters Score -737119.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -737127.375000 Penalty: 2947.838867
	Iteration 74Q: 3 clusters Score -737127.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -737135.000000 Penalty: 2947.838867
	Iteration 75Q: 3 clusters Score -737135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -737143.437500 Penalty: 2947.838867
	Iteration 76Q: 3 clusters Score -737143.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -737153.687500 Penalty: 2947.838867
	Iteration 77Q: 3 clusters Score -737153.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -737163.125000 Penalty: 2947.838867
	Iteration 78Q: 3 clusters Score -737163.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -737168.500000 Penalty: 2947.838867
	Iteration 79Q: 3 clusters Score -737168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -737174.375000 Penalty: 2947.838867
	Iteration 80F: 3 clusters Score -737174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -737176.312500 Penalty: 2947.838867
	Iteration 81Q: 3 clusters Score -737176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -737177.437500 Penalty: 2947.838867
	Iteration 82Q: 3 clusters Score -737177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -737178.125000 Penalty: 2947.838867
	Iteration 83Q: 3 clusters Score -737178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -737178.562500 Penalty: 2947.838867
	Iteration 84Q: 3 clusters Score -737178.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -737180.375000 Penalty: 2947.838867
	Iteration 85Q: 3 clusters Score -737180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -737182.000000 Penalty: 2947.838867
	Iteration 86Q: 3 clusters Score -737182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -737181.500000 Penalty: 2947.838867
	Iteration 87Q: 3 clusters Score -737181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -737181.500000 Penalty: 2947.838867
	Iteration 88F: 3 clusters Score -737181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Entering Unmasked Estep 
Score: -7517146.000000 Penalty: 1832.594849
	Iteration 0F: 2 clusters Score -7517146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7464339.000000 Penalty: 3665.189697
	Iteration 0F: 3 clusters Score -7464339 nChanged 37391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7485563.000000 Penalty: 3665.189697
	Iteration 1F: 3 clusters Score -7485563 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -7486182.000000 Penalty: 3665.189697
	Iteration 2Q: 3 clusters Score -7486182 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -7487163.500000 Penalty: 3665.189697
	Iteration 3Q: 3 clusters Score -7487164 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -7489089.500000 Penalty: 3665.189697
	Iteration 4Q: 3 clusters Score -7489090 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -7492572.000000 Penalty: 3665.189697
	Iteration 5F: 3 clusters Score -7492572 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -7498589.500000 Penalty: 3665.189697
	Iteration 6F: 3 clusters Score -7498590 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -7506367.000000 Penalty: 3665.189697
	Iteration 7F: 3 clusters Score -7506367 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7512293.000000 Penalty: 3665.189697
	Iteration 8F: 3 clusters Score -7512293 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7514736.500000 Penalty: 3665.189697
	Iteration 9Q: 3 clusters Score -7514736 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7515344.500000 Penalty: 3665.189697
	Iteration 10Q: 3 clusters Score -7515344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7515496.500000 Penalty: 3665.189697
	Iteration 11Q: 3 clusters Score -7515496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7515554.500000 Penalty: 3665.189697
	Iteration 12Q: 3 clusters Score -7515554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7515581.500000 Penalty: 3665.189697
	Iteration 13Q: 3 clusters Score -7515582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7515599.000000 Penalty: 3665.189697
	Iteration 14Q: 3 clusters Score -7515599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7515609.000000 Penalty: 3665.189697
	Iteration 15Q: 3 clusters Score -7515609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7515617.500000 Penalty: 3665.189697
	Iteration 16Q: 3 clusters Score -7515618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7515617.500000 Penalty: 3665.189697
	Iteration 17F: 3 clusters Score -7515618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -105718.304688 Penalty: 1171.878052
	Iteration 0F: 2 clusters Score -105718.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -104284.773438 Penalty: 2343.756104
	Iteration 0F: 3 clusters Score -104284.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -105435.804688 Penalty: 2343.756104
	Iteration 1F: 3 clusters Score -105435.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -106651.070312 Penalty: 2343.756104
	Iteration 2F: 3 clusters Score -106651.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -107837.320312 Penalty: 2343.756104
	Iteration 3F: 3 clusters Score -107837.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -108121.281250 Penalty: 2343.756104
	Iteration 4F: 3 clusters Score -108121.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -108147.796875 Penalty: 2343.756104
	Iteration 5Q: 3 clusters Score -108147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -108153.109375 Penalty: 2343.756104
	Iteration 6Q: 3 clusters Score -108153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -108153.546875 Penalty: 2343.756104
	Iteration 7Q: 3 clusters Score -108153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -108153.546875 Penalty: 2343.756104
	Iteration 8F: 3 clusters Score -108153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 6 contains 179070 members 
Mstep: Class 8 contains 36798 members 
Mstep: Class 9 contains 12814 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 8965 members 
Mstep: Class 15 contains 40806 members 
Mstep: Class 16 contains 56480 members 
Mstep: Class 17 contains 14307 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 79024 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 232014 members 
Mstep: Class 23 contains 47897 members 
Entering Unmasked Estep 
Score: -66442280.000000 Penalty: 39473.859375
Splitting cluster 20 changes total score from -66436120.000000 to -66442280.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 21 (232014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232014 members 
Entering Unmasked Estep 
Score: -21615688.000000 Penalty: 2007.614868
	Iteration 0F: 2 clusters Score -2.161569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116270 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -21471410.000000 Penalty: 4015.229736
	Iteration 0F: 3 clusters Score -2.147141e+07 nChanged 112550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123724 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -21537490.000000 Penalty: 4015.229736
	Iteration 1F: 3 clusters Score -2.153749e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127722 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -21538954.000000 Penalty: 4015.229736
	Iteration 2Q: 3 clusters Score -2.153895e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133993 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -21541300.000000 Penalty: 4015.229736
	Iteration 3Q: 3 clusters Score -2.15413e+07 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143254 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -21546382.000000 Penalty: 4015.229736
	Iteration 4Q: 3 clusters Score -2.154638e+07 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156634 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -21556892.000000 Penalty: 4015.229736
	Iteration 5F: 3 clusters Score -2.155689e+07 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174330 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -21573308.000000 Penalty: 4015.229736
	Iteration 6F: 3 clusters Score -2.157331e+07 nChanged 21080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194442 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -21592580.000000 Penalty: 4015.229736
	Iteration 7F: 3 clusters Score -2.159258e+07 nChanged 18215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212481 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -21606222.000000 Penalty: 4015.229736
	Iteration 8F: 3 clusters Score -2.160622e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223885 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -21612028.000000 Penalty: 4015.229736
	Iteration 9Q: 3 clusters Score -2.161203e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229061 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -21613672.000000 Penalty: 4015.229736
	Iteration 10Q: 3 clusters Score -2.161367e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230904 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21614034.000000 Penalty: 4015.229736
	Iteration 11Q: 3 clusters Score -2.161403e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231457 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21614072.000000 Penalty: 4015.229736
	Iteration 12Q: 3 clusters Score -2.161407e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231635 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21614180.000000 Penalty: 4015.229736
	Iteration 13Q: 3 clusters Score -2.161418e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231697 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21614230.000000 Penalty: 4015.229736
	Iteration 14Q: 3 clusters Score -2.161423e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231723 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21614262.000000 Penalty: 4015.229736
	Iteration 15Q: 3 clusters Score -2.161426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231737 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21614268.000000 Penalty: 4015.229736
	Iteration 16Q: 3 clusters Score -2.161427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231743 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21614304.000000 Penalty: 4015.229736
	Iteration 17Q: 3 clusters Score -2.16143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231747 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21614292.000000 Penalty: 4015.229736
	Iteration 18Q: 3 clusters Score -2.161429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231749 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21614290.000000 Penalty: 4015.229736
	Iteration 19Q: 3 clusters Score -2.161429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231750 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21614292.000000 Penalty: 4015.229736
	Iteration 20F: 3 clusters Score -2.161429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231751 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21614290.000000 Penalty: 4015.229736
	Iteration 21Q: 3 clusters Score -2.161429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231753 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21614296.000000 Penalty: 4015.229736
	Iteration 22Q: 3 clusters Score -2.16143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231753 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21614296.000000 Penalty: 4015.229736
	Iteration 23F: 3 clusters Score -2.16143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Entering Unmasked Estep 
Score: -4541887.000000 Penalty: 1751.231323
	Iteration 0F: 2 clusters Score -4541887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4509779.500000 Penalty: 3502.462646
	Iteration 0F: 3 clusters Score -4509780 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4522733.000000 Penalty: 3502.462646
	Iteration 1F: 3 clusters Score -4522733 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4523437.000000 Penalty: 3502.462646
	Iteration 2Q: 3 clusters Score -4523437 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -4524524.500000 Penalty: 3502.462646
	Iteration 3Q: 3 clusters Score -4524524 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -4526089.500000 Penalty: 3502.462646
	Iteration 4F: 3 clusters Score -4526090 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4528449.000000 Penalty: 3502.462646
	Iteration 5F: 3 clusters Score -4528449 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4531608.000000 Penalty: 3502.462646
	Iteration 6F: 3 clusters Score -4531608 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4535202.500000 Penalty: 3502.462646
	Iteration 7F: 3 clusters Score -4535202 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -4537907.500000 Penalty: 3502.462646
	Iteration 8F: 3 clusters Score -4537908 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4539051.000000 Penalty: 3502.462646
	Iteration 9Q: 3 clusters Score -4539051 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -4539389.000000 Penalty: 3502.462646
	Iteration 10Q: 3 clusters Score -4539389 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -4539570.500000 Penalty: 3502.462646
	Iteration 11Q: 3 clusters Score -4539570 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4539680.000000 Penalty: 3502.462646
	Iteration 12Q: 3 clusters Score -4539680 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -4539781.500000 Penalty: 3502.462646
	Iteration 13Q: 3 clusters Score -4539782 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4539875.000000 Penalty: 3502.462646
	Iteration 14Q: 3 clusters Score -4539875 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4539964.000000 Penalty: 3502.462646
	Iteration 15Q: 3 clusters Score -4539964 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -4540038.000000 Penalty: 3502.462646
	Iteration 16Q: 3 clusters Score -4540038 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -4540090.000000 Penalty: 3502.462646
	Iteration 17Q: 3 clusters Score -4540090 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -4540151.500000 Penalty: 3502.462646
	Iteration 18Q: 3 clusters Score -4540152 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -4540222.000000 Penalty: 3502.462646
	Iteration 19Q: 3 clusters Score -4540222 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -4540283.500000 Penalty: 3502.462646
	Iteration 20F: 3 clusters Score -4540284 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -4540352.500000 Penalty: 3502.462646
	Iteration 21Q: 3 clusters Score -4540352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -4540406.500000 Penalty: 3502.462646
	Iteration 22Q: 3 clusters Score -4540406 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -4540463.000000 Penalty: 3502.462646
	Iteration 23Q: 3 clusters Score -4540463 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -4540522.500000 Penalty: 3502.462646
	Iteration 24Q: 3 clusters Score -4540522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -4540557.500000 Penalty: 3502.462646
	Iteration 25Q: 3 clusters Score -4540558 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -4540614.500000 Penalty: 3502.462646
	Iteration 26Q: 3 clusters Score -4540614 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -4540644.000000 Penalty: 3502.462646
	Iteration 27Q: 3 clusters Score -4540644 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -4540665.000000 Penalty: 3502.462646
	Iteration 28Q: 3 clusters Score -4540665 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -4540683.000000 Penalty: 3502.462646
	Iteration 29Q: 3 clusters Score -4540683 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -4540704.000000 Penalty: 3502.462646
	Iteration 30Q: 3 clusters Score -4540704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -4540709.500000 Penalty: 3502.462646
	Iteration 31Q: 3 clusters Score -4540710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -4540714.500000 Penalty: 3502.462646
	Iteration 32Q: 3 clusters Score -4540714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -4540738.500000 Penalty: 3502.462646
	Iteration 33Q: 3 clusters Score -4540738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -4540752.500000 Penalty: 3502.462646
	Iteration 34Q: 3 clusters Score -4540752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -4540765.500000 Penalty: 3502.462646
	Iteration 35Q: 3 clusters Score -4540766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -4540782.000000 Penalty: 3502.462646
	Iteration 36Q: 3 clusters Score -4540782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -4540792.500000 Penalty: 3502.462646
	Iteration 37Q: 3 clusters Score -4540792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -4540793.500000 Penalty: 3502.462646
	Iteration 38Q: 3 clusters Score -4540794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -4540798.500000 Penalty: 3502.462646
	Iteration 39Q: 3 clusters Score -4540798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -4540814.500000 Penalty: 3502.462646
	Iteration 40F: 3 clusters Score -4540814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -4540820.500000 Penalty: 3502.462646
	Iteration 41Q: 3 clusters Score -4540820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -4540825.500000 Penalty: 3502.462646
	Iteration 42Q: 3 clusters Score -4540826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -4540837.500000 Penalty: 3502.462646
	Iteration 43Q: 3 clusters Score -4540838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -4540844.000000 Penalty: 3502.462646
	Iteration 44Q: 3 clusters Score -4540844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -4540849.500000 Penalty: 3502.462646
	Iteration 45Q: 3 clusters Score -4540850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -4540856.500000 Penalty: 3502.462646
	Iteration 46Q: 3 clusters Score -4540856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -4540872.000000 Penalty: 3502.462646
	Iteration 47Q: 3 clusters Score -4540872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -4540872.000000 Penalty: 3502.462646
	Iteration 48Q: 3 clusters Score -4540872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -4540873.000000 Penalty: 3502.462646
	Iteration 49Q: 3 clusters Score -4540873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -4540887.500000 Penalty: 3502.462646
	Iteration 50Q: 3 clusters Score -4540888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -4540891.000000 Penalty: 3502.462646
	Iteration 51Q: 3 clusters Score -4540891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -4540895.500000 Penalty: 3502.462646
	Iteration 52Q: 3 clusters Score -4540896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -4540904.000000 Penalty: 3502.462646
	Iteration 53Q: 3 clusters Score -4540904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -4540903.500000 Penalty: 3502.462646
	Iteration 54Q: 3 clusters Score -4540904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -4540911.000000 Penalty: 3502.462646
	Iteration 55Q: 3 clusters Score -4540911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -4540905.500000 Penalty: 3502.462646
	Iteration 56Q: 3 clusters Score -4540906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -4540915.500000 Penalty: 3502.462646
	Iteration 57Q: 3 clusters Score -4540916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -4540923.000000 Penalty: 3502.462646
	Iteration 58Q: 3 clusters Score -4540923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -4540922.000000 Penalty: 3502.462646
	Iteration 59Q: 3 clusters Score -4540922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -4540920.000000 Penalty: 3502.462646
	Iteration 60F: 3 clusters Score -4540920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -4540921.500000 Penalty: 3502.462646
	Iteration 61Q: 3 clusters Score -4540922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -4540918.000000 Penalty: 3502.462646
	Iteration 62Q: 3 clusters Score -4540918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -4540917.000000 Penalty: 3502.462646
	Iteration 63Q: 3 clusters Score -4540917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -4540918.500000 Penalty: 3502.462646
	Iteration 64Q: 3 clusters Score -4540918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -4540918.500000 Penalty: 3502.462646
	Iteration 65F: 3 clusters Score -4540918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 6 contains 179070 members 
Mstep: Class 8 contains 36798 members 
Mstep: Class 9 contains 12814 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 8965 members 
Mstep: Class 15 contains 40806 members 
Mstep: Class 16 contains 56480 members 
Mstep: Class 17 contains 14307 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 79024 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 232014 members 
Mstep: Class 23 contains 47897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66443684.000000 Penalty: 39473.859375
Iteration 39Q: 19 clusters Score -6.644368e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 1014 members 
Mstep: Class 6 contains 180000 members 
Mstep: Class 8 contains 37181 members 
Mstep: Class 9 contains 12672 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 12 contains 486 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 15 contains 42111 members 
Mstep: Class 16 contains 57521 members 
Mstep: Class 17 contains 14191 members 
Mstep: Class 18 contains 8607 members 
Mstep: Class 19 contains 80750 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 226762 members 
Mstep: Class 23 contains 48128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66446824.000000 Penalty: 39473.859375
Iteration 40F: 19 clusters Score -6.644682e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 1067 members 
Mstep: Class 6 contains 180788 members 
Mstep: Class 8 contains 37543 members 
Mstep: Class 9 contains 12534 members 
Mstep: Class 11 contains 4821 members 
Mstep: Class 12 contains 514 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 15 contains 43424 members 
Mstep: Class 16 contains 58471 members 
Mstep: Class 17 contains 14070 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 82437 members 
Mstep: Class 20 contains 243 members 
Mstep: Class 21 contains 221678 members 
Mstep: Class 23 contains 48318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448056.000000 Penalty: 39473.859375
Iteration 41Q: 19 clusters Score -6.644806e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 6 contains 181262 members 
Mstep: Class 8 contains 37863 members 
Mstep: Class 9 contains 12411 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 9026 members 
Mstep: Class 15 contains 44687 members 
Mstep: Class 16 contains 59369 members 
Mstep: Class 17 contains 13944 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 84089 members 
Mstep: Class 20 contains 242 members 
Mstep: Class 21 contains 217171 members 
Mstep: Class 23 contains 48549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66448532.000000 Penalty: 39473.859375
Iteration 42Q: 19 clusters Score -6.644853e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 1210 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 6 contains 181541 members 
Mstep: Class 8 contains 38174 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 11 contains 4803 members 
Mstep: Class 12 contains 545 members 
Mstep: Class 13 contains 9043 members 
Mstep: Class 15 contains 45774 members 
Mstep: Class 16 contains 60190 members 
Mstep: Class 17 contains 13848 members 
Mstep: Class 18 contains 8393 members 
Mstep: Class 19 contains 85616 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 213189 members 
Mstep: Class 23 contains 48820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449160.000000 Penalty: 39473.859375
Iteration 43Q: 19 clusters Score -6.644916e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 1217 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 6 contains 181692 members 
Mstep: Class 8 contains 38442 members 
Mstep: Class 9 contains 12209 members 
Mstep: Class 11 contains 4753 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 9060 members 
Mstep: Class 15 contains 46806 members 
Mstep: Class 16 contains 60921 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 8328 members 
Mstep: Class 19 contains 87077 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 209539 members 
Mstep: Class 23 contains 49127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66449836.000000 Penalty: 39473.859375
Iteration 44Q: 19 clusters Score -6.644984e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 1223 members 
Mstep: Class 4 contains 1102 members 
Mstep: Class 6 contains 181770 members 
Mstep: Class 8 contains 38690 members 
Mstep: Class 9 contains 12122 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9073 members 
Mstep: Class 15 contains 47683 members 
Mstep: Class 16 contains 61598 members 
Mstep: Class 17 contains 13681 members 
Mstep: Class 18 contains 8262 members 
Mstep: Class 19 contains 88467 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 206283 members 
Mstep: Class 23 contains 49394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66450320.000000 Penalty: 39473.859375
Iteration 45Q: 19 clusters Score -6.645032e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 1227 members 
Mstep: Class 4 contains 1105 members 
Mstep: Class 6 contains 181702 members 
Mstep: Class 8 contains 38884 members 
Mstep: Class 9 contains 12040 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9091 members 
Mstep: Class 15 contains 48479 members 
Mstep: Class 16 contains 62236 members 
Mstep: Class 17 contains 13585 members 
Mstep: Class 18 contains 8200 members 
Mstep: Class 19 contains 89752 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 203468 members 
Mstep: Class 23 contains 49632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66451140.000000 Penalty: 39473.859375
Iteration 46Q: 19 clusters Score -6.645114e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 604 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 6 contains 181588 members 
Mstep: Class 8 contains 39063 members 
Mstep: Class 9 contains 11950 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 49177 members 
Mstep: Class 16 contains 62787 members 
Mstep: Class 17 contains 13529 members 
Mstep: Class 18 contains 8137 members 
Mstep: Class 19 contains 90952 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 200936 members 
Mstep: Class 23 contains 49885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66451404.000000 Penalty: 39473.859375
Iteration 47Q: 19 clusters Score -6.64514e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 6 contains 181451 members 
Mstep: Class 8 contains 39237 members 
Mstep: Class 9 contains 11862 members 
Mstep: Class 11 contains 4617 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9111 members 
Mstep: Class 15 contains 49827 members 
Mstep: Class 16 contains 63298 members 
Mstep: Class 17 contains 13494 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 91959 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 198725 members 
Mstep: Class 23 contains 50096 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -6.645146e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 6 contains 181247 members 
Mstep: Class 8 contains 39409 members 
Mstep: Class 9 contains 11777 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9117 members 
Mstep: Class 15 contains 50374 members 
Mstep: Class 16 contains 63780 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 8010 members 
Mstep: Class 19 contains 92863 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 196847 members 
Mstep: Class 23 contains 50245 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -6.6452e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 181073 members 
Mstep: Class 8 contains 39566 members 
Mstep: Class 9 contains 11695 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 15 contains 50835 members 
Mstep: Class 16 contains 64183 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 7971 members 
Mstep: Class 19 contains 93705 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 195196 members 
Mstep: Class 23 contains 50348 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -6.645198e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 180822 members 
Mstep: Class 8 contains 39680 members 
Mstep: Class 9 contains 11619 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9134 members 
Mstep: Class 15 contains 51237 members 
Mstep: Class 16 contains 64544 members 
Mstep: Class 17 contains 13436 members 
Mstep: Class 18 contains 7934 members 
Mstep: Class 19 contains 94465 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 193860 members 
Mstep: Class 23 contains 50423 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -6.645244e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 180630 members 
Mstep: Class 8 contains 39771 members 
Mstep: Class 9 contains 11545 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9138 members 
Mstep: Class 15 contains 51571 members 
Mstep: Class 16 contains 64867 members 
Mstep: Class 17 contains 13440 members 
Mstep: Class 18 contains 7885 members 
Mstep: Class 19 contains 95106 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 192721 members 
Mstep: Class 23 contains 50480 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -6.645272e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1240 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 180499 members 
Mstep: Class 8 contains 39852 members 
Mstep: Class 9 contains 11486 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9140 members 
Mstep: Class 15 contains 51840 members 
Mstep: Class 16 contains 65142 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 95655 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 191726 members 
Mstep: Class 23 contains 50529 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -6.645302e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 180388 members 
Mstep: Class 8 contains 39915 members 
Mstep: Class 9 contains 11439 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 15 contains 52079 members 
Mstep: Class 16 contains 65387 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 96106 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 190899 members 
Mstep: Class 23 contains 50555 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -6.645332e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 180237 members 
Mstep: Class 8 contains 39971 members 
Mstep: Class 9 contains 11383 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 15 contains 52300 members 
Mstep: Class 16 contains 65584 members 
Mstep: Class 17 contains 13415 members 
Mstep: Class 18 contains 7777 members 
Mstep: Class 19 contains 96484 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 190281 members 
Mstep: Class 23 contains 50572 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -6.645367e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1239 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 180107 members 
Mstep: Class 8 contains 39997 members 
Mstep: Class 9 contains 11310 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9146 members 
Mstep: Class 15 contains 52516 members 
Mstep: Class 16 contains 65742 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 7741 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 189750 members 
Mstep: Class 23 contains 50589 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -6.645385e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1240 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 180000 members 
Mstep: Class 8 contains 40021 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 15 contains 52693 members 
Mstep: Class 16 contains 65889 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 7703 members 
Mstep: Class 19 contains 97128 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 189289 members 
Mstep: Class 23 contains 50596 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -6.645391e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179926 members 
Mstep: Class 8 contains 40043 members 
Mstep: Class 9 contains 11208 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 15 contains 52829 members 
Mstep: Class 16 contains 66009 members 
Mstep: Class 17 contains 13426 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 97378 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 188920 members 
Mstep: Class 23 contains 50600 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -6.645424e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179892 members 
Mstep: Class 8 contains 40046 members 
Mstep: Class 9 contains 11154 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 15 contains 52933 members 
Mstep: Class 16 contains 66127 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 97581 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 188597 members 
Mstep: Class 23 contains 50603 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -6.645438e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179853 members 
Mstep: Class 8 contains 40057 members 
Mstep: Class 9 contains 11097 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 15 contains 53020 members 
Mstep: Class 16 contains 66222 members 
Mstep: Class 17 contains 13462 members 
Mstep: Class 18 contains 7587 members 
Mstep: Class 19 contains 97750 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 188336 members 
Mstep: Class 23 contains 50616 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -6.645478e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179773 members 
Mstep: Class 8 contains 40063 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 568 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 15 contains 53116 members 
Mstep: Class 16 contains 66301 members 
Mstep: Class 17 contains 13477 members 
Mstep: Class 18 contains 7559 members 
Mstep: Class 19 contains 97885 members 
Mstep: Class 20 contains 240 members 
Mstep: Class 21 contains 188163 members 
Mstep: Class 23 contains 50623 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -6.645518e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179680 members 
Mstep: Class 8 contains 40070 members 
Mstep: Class 9 contains 10989 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 569 members 
Mstep: Class 13 contains 9149 members 
Mstep: Class 15 contains 53207 members 
Mstep: Class 16 contains 66369 members 
Mstep: Class 17 contains 13485 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 97994 members 
Mstep: Class 20 contains 241 members 
Mstep: Class 21 contains 188048 members 
Mstep: Class 23 contains 50621 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -6.64553e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 579 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179616 members 
Mstep: Class 8 contains 40068 members 
Mstep: Class 9 contains 10928 members 
Mstep: Class 11 contains 4616 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 15 contains 53286 members 
Mstep: Class 16 contains 66402 members 
Mstep: Class 17 contains 13519 members 
Mstep: Class 18 contains 7509 members 
Mstep: Class 19 contains 98079 members 
Mstep: Class 20 contains 240 members 
Mstep: Class 21 contains 187970 members 
Mstep: Class 23 contains 50614 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -6.645549e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179513 members 
Mstep: Class 8 contains 40073 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53352 members 
Mstep: Class 16 contains 66439 members 
Mstep: Class 17 contains 13527 members 
Mstep: Class 18 contains 7495 members 
Mstep: Class 19 contains 98171 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187926 members 
Mstep: Class 23 contains 50601 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -6.645556e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179439 members 
Mstep: Class 8 contains 40077 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 66477 members 
Mstep: Class 17 contains 13538 members 
Mstep: Class 18 contains 7480 members 
Mstep: Class 19 contains 98248 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187879 members 
Mstep: Class 23 contains 50586 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -6.645556e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179377 members 
Mstep: Class 8 contains 40080 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 15 contains 53453 members 
Mstep: Class 16 contains 66500 members 
Mstep: Class 17 contains 13548 members 
Mstep: Class 18 contains 7465 members 
Mstep: Class 19 contains 98309 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187849 members 
Mstep: Class 23 contains 50581 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -6.645556e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 8 contains 40090 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 15 contains 53492 members 
Mstep: Class 16 contains 66528 members 
Mstep: Class 17 contains 13572 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 98373 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187807 members 
Mstep: Class 23 contains 50564 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -6.645562e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179288 members 
Mstep: Class 8 contains 40098 members 
Mstep: Class 9 contains 10763 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 15 contains 53527 members 
Mstep: Class 16 contains 66557 members 
Mstep: Class 17 contains 13588 members 
Mstep: Class 18 contains 7447 members 
Mstep: Class 19 contains 98417 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187753 members 
Mstep: Class 23 contains 50557 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -6.645567e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179269 members 
Mstep: Class 8 contains 40102 members 
Mstep: Class 9 contains 10729 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53555 members 
Mstep: Class 16 contains 66579 members 
Mstep: Class 17 contains 13621 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 98477 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187691 members 
Mstep: Class 23 contains 50540 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -6.645573e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179233 members 
Mstep: Class 8 contains 40110 members 
Mstep: Class 9 contains 10687 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53582 members 
Mstep: Class 16 contains 66591 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 7427 members 
Mstep: Class 19 contains 98535 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187654 members 
Mstep: Class 23 contains 50527 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -6.645574e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179209 members 
Mstep: Class 8 contains 40117 members 
Mstep: Class 9 contains 10635 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53606 members 
Mstep: Class 16 contains 66602 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 98596 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187606 members 
Mstep: Class 23 contains 50518 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -6.645577e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179188 members 
Mstep: Class 8 contains 40120 members 
Mstep: Class 9 contains 10586 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53627 members 
Mstep: Class 16 contains 66618 members 
Mstep: Class 17 contains 13739 members 
Mstep: Class 18 contains 7411 members 
Mstep: Class 19 contains 98634 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187561 members 
Mstep: Class 23 contains 50520 members 
Entering Unmasked Estep 
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Iteration 72Q: 19 clusters Score -6.645578e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179171 members 
Mstep: Class 8 contains 40123 members 
Mstep: Class 9 contains 10540 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53642 members 
Mstep: Class 16 contains 66639 members 
Mstep: Class 17 contains 13780 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 98664 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187526 members 
Mstep: Class 23 contains 50514 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -6.645583e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179141 members 
Mstep: Class 8 contains 40131 members 
Mstep: Class 9 contains 10487 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 15 contains 53658 members 
Mstep: Class 16 contains 66654 members 
Mstep: Class 17 contains 13813 members 
Mstep: Class 18 contains 7396 members 
Mstep: Class 19 contains 98692 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187523 members 
Mstep: Class 23 contains 50509 members 
Entering Unmasked Estep 
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Iteration 74Q: 19 clusters Score -6.645586e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179126 members 
Mstep: Class 8 contains 40136 members 
Mstep: Class 9 contains 10431 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 15 contains 53665 members 
Mstep: Class 16 contains 66662 members 
Mstep: Class 17 contains 13837 members 
Mstep: Class 18 contains 7393 members 
Mstep: Class 19 contains 98721 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187526 members 
Mstep: Class 23 contains 50507 members 
Entering Unmasked Estep 
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Iteration 75Q: 19 clusters Score -6.645588e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179116 members 
Mstep: Class 8 contains 40144 members 
Mstep: Class 9 contains 10389 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 15 contains 53677 members 
Mstep: Class 16 contains 66665 members 
Mstep: Class 17 contains 13867 members 
Mstep: Class 18 contains 7389 members 
Mstep: Class 19 contains 98745 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187509 members 
Mstep: Class 23 contains 50503 members 
Entering Unmasked Estep 
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Iteration 76Q: 19 clusters Score -6.645594e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179112 members 
Mstep: Class 8 contains 40147 members 
Mstep: Class 9 contains 10356 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53684 members 
Mstep: Class 16 contains 66668 members 
Mstep: Class 17 contains 13900 members 
Mstep: Class 18 contains 7384 members 
Mstep: Class 19 contains 98760 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187489 members 
Mstep: Class 23 contains 50503 members 
Entering Unmasked Estep 
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Iteration 77Q: 19 clusters Score -6.645595e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179109 members 
Mstep: Class 8 contains 40153 members 
Mstep: Class 9 contains 10309 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53695 members 
Mstep: Class 16 contains 66672 members 
Mstep: Class 17 contains 13929 members 
Mstep: Class 18 contains 7384 members 
Mstep: Class 19 contains 98772 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187478 members 
Mstep: Class 23 contains 50502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455880.000000 Penalty: 39473.859375
Iteration 78Q: 19 clusters Score -6.645588e+07 nChanged 150
Entering ConstructFrom: 
Score: -66455880.000000 Penalty: 39473.859375
Entering ConstructFrom: 
Trying to split cluster 1 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -21704.855469 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -21704.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20934.359375 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -20934.36 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21470.851562 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -21470.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21716.246094 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -21716.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21794.460938 Penalty: 1993.354370
	Iteration 3Q: 3 clusters Score -21794.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21797.312500 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -21797.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21799.373047 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -21799.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21805.023438 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -21805.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21833.066406 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -21833.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21846.443359 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -21846.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21846.443359 Penalty: 1993.354370
	Iteration 9F: 3 clusters Score -21846.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 164 members 
Mstep: Class 6 contains 179096 members 
Mstep: Class 8 contains 40155 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53704 members 
Mstep: Class 16 contains 66682 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 98784 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187471 members 
Mstep: Class 23 contains 50498 members 
Entering Unmasked Estep 
Score: -66454720.000000 Penalty: 41666.851562
Splitting cluster 1 changes total score from -66455880.000000 to -66454720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -42634.421875 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -42634.42 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 281 members 
Entering Unmasked Estep 
Score: -41579.496094 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -41579.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41794.925781 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -41794.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41883.078125 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -41883.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41966.445312 Penalty: 2064.037842
	Iteration 3F: 3 clusters Score -41966.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42153.808594 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -42153.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -42475.453125 Penalty: 2064.037842
	Iteration 5F: 3 clusters Score -42475.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42798.542969 Penalty: 2064.037842
	Iteration 6F: 3 clusters Score -42798.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42936.074219 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -42936.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43032.218750 Penalty: 2064.037842
	Iteration 8Q: 3 clusters Score -43032.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43049.695312 Penalty: 2064.037842
	Iteration 9Q: 3 clusters Score -43049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43061.785156 Penalty: 2064.037842
	Iteration 10Q: 3 clusters Score -43061.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43062.757812 Penalty: 2064.037842
	Iteration 11Q: 3 clusters Score -43062.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43062.757812 Penalty: 2064.037842
	Iteration 12F: 3 clusters Score -43062.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 179096 members 
Mstep: Class 8 contains 40155 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53704 members 
Mstep: Class 16 contains 66682 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 98784 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187471 members 
Mstep: Class 23 contains 50498 members 
Entering Unmasked Estep 
Score: -66455056.000000 Penalty: 41666.851562
Splitting cluster 2 changes total score from -66455880.000000 to -66455056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -104703.687500 Penalty: 1158.510864
	Iteration 0F: 2 clusters Score -104703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103084.226562 Penalty: 2317.021729
	Iteration 0F: 3 clusters Score -103084.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -103416.265625 Penalty: 2317.021729
	Iteration 1F: 3 clusters Score -103416.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103555.289062 Penalty: 2317.021729
	Iteration 2F: 3 clusters Score -103555.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -103665.250000 Penalty: 2317.021729
	Iteration 3F: 3 clusters Score -103665.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103765.890625 Penalty: 2317.021729
	Iteration 4F: 3 clusters Score -103765.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103843.773438 Penalty: 2317.021729
	Iteration 5Q: 3 clusters Score -103843.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103940.132812 Penalty: 2317.021729
	Iteration 6Q: 3 clusters Score -103940.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104031.390625 Penalty: 2317.021729
	Iteration 7Q: 3 clusters Score -104031.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104131.226562 Penalty: 2317.021729
	Iteration 8Q: 3 clusters Score -104131.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104246.406250 Penalty: 2317.021729
	Iteration 9Q: 3 clusters Score -104246.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104363.914062 Penalty: 2317.021729
	Iteration 10Q: 3 clusters Score -104363.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104512.554688 Penalty: 2317.021729
	Iteration 11F: 3 clusters Score -104512.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104634.351562 Penalty: 2317.021729
	Iteration 12F: 3 clusters Score -104634.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -104734.164062 Penalty: 2317.021729
	Iteration 13Q: 3 clusters Score -104734.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104790.203125 Penalty: 2317.021729
	Iteration 14Q: 3 clusters Score -104790.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -104855.804688 Penalty: 2317.021729
	Iteration 15Q: 3 clusters Score -104855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104873.375000 Penalty: 2317.021729
	Iteration 16Q: 3 clusters Score -104873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -104883.015625 Penalty: 2317.021729
	Iteration 17Q: 3 clusters Score -104883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -104884.710938 Penalty: 2317.021729
	Iteration 18Q: 3 clusters Score -104884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104886.890625 Penalty: 2317.021729
	Iteration 19Q: 3 clusters Score -104886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -104886.890625 Penalty: 2317.021729
	Iteration 20F: 3 clusters Score -104886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 179096 members 
Mstep: Class 8 contains 40155 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53704 members 
Mstep: Class 16 contains 66682 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 98784 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187471 members 
Mstep: Class 23 contains 50498 members 
Entering Unmasked Estep 
Score: -66454840.000000 Penalty: 41666.851562
Splitting cluster 3 changes total score from -66455880.000000 to -66454840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -82540.750000 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -82540.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -81124.132812 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -81124.13 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81635.476562 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -81635.48 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81980.210938 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -81980.21 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82201.000000 Penalty: 2278.937500
	Iteration 3F: 3 clusters Score -82201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -82326.023438 Penalty: 2278.937500
	Iteration 4F: 3 clusters Score -82326.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82429.984375 Penalty: 2278.937500
	Iteration 5F: 3 clusters Score -82429.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82493.250000 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -82493.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82575.554688 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -82575.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -82734.945312 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -82734.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82875.593750 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -82875.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83005.023438 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -83005.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -83101.156250 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -83101.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -83205.140625 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -83205.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83294.867188 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -83294.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -83368.312500 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -83368.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -83405.640625 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -83405.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -83443.101562 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -83443.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83456.992188 Penalty: 2278.937500
	Iteration 17Q: 3 clusters Score -83456.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -83461.148438 Penalty: 2278.937500
	Iteration 18Q: 3 clusters Score -83461.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -83464.273438 Penalty: 2278.937500
	Iteration 19Q: 3 clusters Score -83464.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -83537.398438 Penalty: 2278.937500
	Iteration 20F: 3 clusters Score -83537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83645.843750 Penalty: 2278.937500
	Iteration 21Q: 3 clusters Score -83645.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -83655.250000 Penalty: 2278.937500
	Iteration 22Q: 3 clusters Score -83655.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -83664.695312 Penalty: 2278.937500
	Iteration 23Q: 3 clusters Score -83664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -83666.578125 Penalty: 2278.937500
	Iteration 24Q: 3 clusters Score -83666.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -83670.031250 Penalty: 2278.937500
	Iteration 25Q: 3 clusters Score -83670.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -83670.031250 Penalty: 2278.937500
	Iteration 26F: 3 clusters Score -83670.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 696 members 
Mstep: Class 6 contains 179096 members 
Mstep: Class 8 contains 40155 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53704 members 
Mstep: Class 16 contains 66682 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 98784 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187471 members 
Mstep: Class 23 contains 50498 members 
Entering Unmasked Estep 
Score: -66455784.000000 Penalty: 41666.851562
Splitting cluster 4 changes total score from -66455880.000000 to -66455784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (179096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179096 members 
Entering Unmasked Estep 
Score: -16717357.000000 Penalty: 1965.547607
	Iteration 0F: 2 clusters Score -1.671736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -16600940.000000 Penalty: 3931.095215
	Iteration 0F: 3 clusters Score -1.660094e+07 nChanged 86469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -16651843.000000 Penalty: 3931.095215
	Iteration 1F: 3 clusters Score -1.665184e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -16653230.000000 Penalty: 3931.095215
	Iteration 2Q: 3 clusters Score -1.665323e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -16655329.000000 Penalty: 3931.095215
	Iteration 3Q: 3 clusters Score -1.665533e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -16658406.000000 Penalty: 3931.095215
	Iteration 4Q: 3 clusters Score -1.665841e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -16663342.000000 Penalty: 3931.095215
	Iteration 5F: 3 clusters Score -1.666334e+07 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -16670613.000000 Penalty: 3931.095215
	Iteration 6F: 3 clusters Score -1.667061e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 121033 members 
Entering Unmasked Estep 
Score: -16680022.000000 Penalty: 3931.095215
	Iteration 7F: 3 clusters Score -1.668002e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -16689488.000000 Penalty: 3931.095215
	Iteration 8F: 3 clusters Score -1.668949e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 128728 members 
Entering Unmasked Estep 
Score: -16695109.000000 Penalty: 3931.095215
	Iteration 9F: 3 clusters Score -1.669511e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 129437 members 
Entering Unmasked Estep 
Score: -16697248.000000 Penalty: 3931.095215
	Iteration 10Q: 3 clusters Score -1.669725e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 129552 members 
Entering Unmasked Estep 
Score: -16698207.000000 Penalty: 3931.095215
	Iteration 11Q: 3 clusters Score -1.669821e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -16698736.000000 Penalty: 3931.095215
	Iteration 12Q: 3 clusters Score -1.669874e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 129064 members 
Entering Unmasked Estep 
Score: -16699286.000000 Penalty: 3931.095215
	Iteration 13Q: 3 clusters Score -1.669929e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 128630 members 
Entering Unmasked Estep 
Score: -16700002.000000 Penalty: 3931.095215
	Iteration 14Q: 3 clusters Score -1.67e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 128059 members 
Entering Unmasked Estep 
Score: -16700432.000000 Penalty: 3931.095215
	Iteration 15Q: 3 clusters Score -1.670043e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -16700878.000000 Penalty: 3931.095215
	Iteration 16Q: 3 clusters Score -1.670088e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 126468 members 
Entering Unmasked Estep 
Score: -16701313.000000 Penalty: 3931.095215
	Iteration 17Q: 3 clusters Score -1.670131e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 125423 members 
Entering Unmasked Estep 
Score: -16701544.000000 Penalty: 3931.095215
	Iteration 18Q: 3 clusters Score -1.670154e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -16701741.000000 Penalty: 3931.095215
	Iteration 19Q: 3 clusters Score -1.670174e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 122980 members 
Entering Unmasked Estep 
Score: -16701824.000000 Penalty: 3931.095215
	Iteration 20F: 3 clusters Score -1.670182e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
Score: -16701882.000000 Penalty: 3931.095215
	Iteration 21Q: 3 clusters Score -1.670188e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 120325 members 
Entering Unmasked Estep 
Score: -16701990.000000 Penalty: 3931.095215
	Iteration 22Q: 3 clusters Score -1.670199e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -16702018.000000 Penalty: 3931.095215
	Iteration 23Q: 3 clusters Score -1.670202e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -16702026.000000 Penalty: 3931.095215
	Iteration 24Q: 3 clusters Score -1.670203e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -16701957.000000 Penalty: 3931.095215
	Iteration 25Q: 3 clusters Score -1.670196e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -16701901.000000 Penalty: 3931.095215
	Iteration 26Q: 3 clusters Score -1.67019e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 112525 members 
Entering Unmasked Estep 
Score: -16701664.000000 Penalty: 3931.095215
	Iteration 27Q: 3 clusters Score -1.670166e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -16701605.000000 Penalty: 3931.095215
	Iteration 28Q: 3 clusters Score -1.67016e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 108779 members 
Entering Unmasked Estep 
Score: -16701453.000000 Penalty: 3931.095215
	Iteration 29Q: 3 clusters Score -1.670145e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -16701452.000000 Penalty: 3931.095215
	Iteration 30Q: 3 clusters Score -1.670145e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -16701286.000000 Penalty: 3931.095215
	Iteration 31Q: 3 clusters Score -1.670129e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -16701136.000000 Penalty: 3931.095215
	Iteration 32Q: 3 clusters Score -1.670114e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -16700990.000000 Penalty: 3931.095215
	Iteration 33Q: 3 clusters Score -1.670099e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -16700890.000000 Penalty: 3931.095215
	Iteration 34Q: 3 clusters Score -1.670089e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -16700725.000000 Penalty: 3931.095215
	Iteration 35Q: 3 clusters Score -1.670072e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -16700763.000000 Penalty: 3931.095215
	Iteration 36Q: 3 clusters Score -1.670076e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -16700699.000000 Penalty: 3931.095215
	Iteration 37Q: 3 clusters Score -1.67007e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -16700688.000000 Penalty: 3931.095215
	Iteration 38Q: 3 clusters Score -1.670069e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 91327 members 
Entering Unmasked Estep 
Score: -16700708.000000 Penalty: 3931.095215
	Iteration 39Q: 3 clusters Score -1.670071e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -16700738.000000 Penalty: 3931.095215
	Iteration 40F: 3 clusters Score -1.670074e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -16700746.000000 Penalty: 3931.095215
	Iteration 41Q: 3 clusters Score -1.670075e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -16700889.000000 Penalty: 3931.095215
	Iteration 42Q: 3 clusters Score -1.670089e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92830 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -16700977.000000 Penalty: 3931.095215
	Iteration 43Q: 3 clusters Score -1.670098e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -16701034.000000 Penalty: 3931.095215
	Iteration 44Q: 3 clusters Score -1.670103e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -16701134.000000 Penalty: 3931.095215
	Iteration 45Q: 3 clusters Score -1.670113e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -16701181.000000 Penalty: 3931.095215
	Iteration 46Q: 3 clusters Score -1.670118e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -16701198.000000 Penalty: 3931.095215
	Iteration 47Q: 3 clusters Score -1.67012e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -16701153.000000 Penalty: 3931.095215
	Iteration 48Q: 3 clusters Score -1.670115e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -16701174.000000 Penalty: 3931.095215
	Iteration 49Q: 3 clusters Score -1.670117e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -16701181.000000 Penalty: 3931.095215
	Iteration 50Q: 3 clusters Score -1.670118e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -16701250.000000 Penalty: 3931.095215
	Iteration 51Q: 3 clusters Score -1.670125e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -16701251.000000 Penalty: 3931.095215
	Iteration 52Q: 3 clusters Score -1.670125e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -16701303.000000 Penalty: 3931.095215
	Iteration 53Q: 3 clusters Score -1.67013e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -16701380.000000 Penalty: 3931.095215
	Iteration 54Q: 3 clusters Score -1.670138e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -16701423.000000 Penalty: 3931.095215
	Iteration 55Q: 3 clusters Score -1.670142e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -16701436.000000 Penalty: 3931.095215
	Iteration 56Q: 3 clusters Score -1.670144e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -16701437.000000 Penalty: 3931.095215
	Iteration 57Q: 3 clusters Score -1.670144e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -16701418.000000 Penalty: 3931.095215
	Iteration 58Q: 3 clusters Score -1.670142e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -16701418.000000 Penalty: 3931.095215
	Iteration 59Q: 3 clusters Score -1.670142e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -16701414.000000 Penalty: 3931.095215
	Iteration 60F: 3 clusters Score -1.670141e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -16701405.000000 Penalty: 3931.095215
	Iteration 61Q: 3 clusters Score -1.67014e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -16701384.000000 Penalty: 3931.095215
	Iteration 62Q: 3 clusters Score -1.670138e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -16701421.000000 Penalty: 3931.095215
	Iteration 63Q: 3 clusters Score -1.670142e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -16701415.000000 Penalty: 3931.095215
	Iteration 64Q: 3 clusters Score -1.670142e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -16701456.000000 Penalty: 3931.095215
	Iteration 65Q: 3 clusters Score -1.670146e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -16701437.000000 Penalty: 3931.095215
	Iteration 66Q: 3 clusters Score -1.670144e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -16701417.000000 Penalty: 3931.095215
	Iteration 67Q: 3 clusters Score -1.670142e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -16701448.000000 Penalty: 3931.095215
	Iteration 68Q: 3 clusters Score -1.670145e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -16701447.000000 Penalty: 3931.095215
	Iteration 69Q: 3 clusters Score -1.670145e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -16701444.000000 Penalty: 3931.095215
	Iteration 70Q: 3 clusters Score -1.670144e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -16701458.000000 Penalty: 3931.095215
	Iteration 71Q: 3 clusters Score -1.670146e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -16701482.000000 Penalty: 3931.095215
	Iteration 72Q: 3 clusters Score -1.670148e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -16701499.000000 Penalty: 3931.095215
	Iteration 73Q: 3 clusters Score -1.67015e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -16701527.000000 Penalty: 3931.095215
	Iteration 74Q: 3 clusters Score -1.670153e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104190 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -16701506.000000 Penalty: 3931.095215
	Iteration 75Q: 3 clusters Score -1.670151e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -16701491.000000 Penalty: 3931.095215
	Iteration 76Q: 3 clusters Score -1.670149e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -16701499.000000 Penalty: 3931.095215
	Iteration 77Q: 3 clusters Score -1.67015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104281 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -16701517.000000 Penalty: 3931.095215
	Iteration 78Q: 3 clusters Score -1.670152e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -16701498.000000 Penalty: 3931.095215
	Iteration 79Q: 3 clusters Score -1.67015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -16701497.000000 Penalty: 3931.095215
	Iteration 80F: 3 clusters Score -1.67015e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -16701502.000000 Penalty: 3931.095215
	Iteration 81Q: 3 clusters Score -1.67015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -16701505.000000 Penalty: 3931.095215
	Iteration 82Q: 3 clusters Score -1.67015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -16701508.000000 Penalty: 3931.095215
	Iteration 83Q: 3 clusters Score -1.670151e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -16701522.000000 Penalty: 3931.095215
	Iteration 84Q: 3 clusters Score -1.670152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -16701516.000000 Penalty: 3931.095215
	Iteration 85Q: 3 clusters Score -1.670152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -16701520.000000 Penalty: 3931.095215
	Iteration 86Q: 3 clusters Score -1.670152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -16701543.000000 Penalty: 3931.095215
	Iteration 87Q: 3 clusters Score -1.670154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -16701523.000000 Penalty: 3931.095215
	Iteration 88Q: 3 clusters Score -1.670152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -16701516.000000 Penalty: 3931.095215
	Iteration 89Q: 3 clusters Score -1.670152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -16701526.000000 Penalty: 3931.095215
	Iteration 90Q: 3 clusters Score -1.670153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -16701520.000000 Penalty: 3931.095215
	Iteration 91Q: 3 clusters Score -1.670152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -16701535.000000 Penalty: 3931.095215
	Iteration 92Q: 3 clusters Score -1.670154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -16701511.000000 Penalty: 3931.095215
	Iteration 93Q: 3 clusters Score -1.670151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104548 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -16701509.000000 Penalty: 3931.095215
	Iteration 94Q: 3 clusters Score -1.670151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104556 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -16701527.000000 Penalty: 3931.095215
	Iteration 95Q: 3 clusters Score -1.670153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -16701514.000000 Penalty: 3931.095215
	Iteration 96Q: 3 clusters Score -1.670151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -16701517.000000 Penalty: 3931.095215
	Iteration 97Q: 3 clusters Score -1.670152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -16701517.000000 Penalty: 3931.095215
	Iteration 98Q: 3 clusters Score -1.670152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -16701513.000000 Penalty: 3931.095215
	Iteration 99Q: 3 clusters Score -1.670151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -16701504.000000 Penalty: 3931.095215
	Iteration 100F: 3 clusters Score -1.67015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -16701501.000000 Penalty: 3931.095215
	Iteration 101Q: 3 clusters Score -1.67015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -16701504.000000 Penalty: 3931.095215
	Iteration 102Q: 3 clusters Score -1.67015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104578 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -16701495.000000 Penalty: 3931.095215
	Iteration 103Q: 3 clusters Score -1.67015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -16701495.000000 Penalty: 3931.095215
	Iteration 104Q: 3 clusters Score -1.67015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -16701497.000000 Penalty: 3931.095215
	Iteration 105Q: 3 clusters Score -1.67015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -16701497.000000 Penalty: 3931.095215
	Iteration 106Q: 3 clusters Score -1.67015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -16701500.000000 Penalty: 3931.095215
	Iteration 107Q: 3 clusters Score -1.67015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -16701491.000000 Penalty: 3931.095215
	Iteration 108Q: 3 clusters Score -1.670149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -16701489.000000 Penalty: 3931.095215
	Iteration 109Q: 3 clusters Score -1.670149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104567 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -16701489.000000 Penalty: 3931.095215
	Iteration 110Q: 3 clusters Score -1.670149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -16701503.000000 Penalty: 3931.095215
	Iteration 111Q: 3 clusters Score -1.67015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -16701506.000000 Penalty: 3931.095215
	Iteration 112Q: 3 clusters Score -1.670151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -16701511.000000 Penalty: 3931.095215
	Iteration 113Q: 3 clusters Score -1.670151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104572 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -16701515.000000 Penalty: 3931.095215
	Iteration 114Q: 3 clusters Score -1.670152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104575 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -16701515.000000 Penalty: 3931.095215
	Iteration 115Q: 3 clusters Score -1.670152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -16701508.000000 Penalty: 3931.095215
	Iteration 116Q: 3 clusters Score -1.670151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -16701505.000000 Penalty: 3931.095215
	Iteration 117Q: 3 clusters Score -1.67015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -16701512.000000 Penalty: 3931.095215
	Iteration 118Q: 3 clusters Score -1.670151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -16701512.000000 Penalty: 3931.095215
	Iteration 119Q: 3 clusters Score -1.670151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -16701512.000000 Penalty: 3931.095215
	Iteration 120F: 3 clusters Score -1.670151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -3810838.250000 Penalty: 1722.581543
	Iteration 0F: 2 clusters Score -3810838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3784038.250000 Penalty: 3445.163086
	Iteration 0F: 3 clusters Score -3784038 nChanged 18609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3794318.250000 Penalty: 3445.163086
	Iteration 1F: 3 clusters Score -3794318 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3794720.750000 Penalty: 3445.163086
	Iteration 2Q: 3 clusters Score -3794721 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3795140.500000 Penalty: 3445.163086
	Iteration 3Q: 3 clusters Score -3795140 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3795649.750000 Penalty: 3445.163086
	Iteration 4Q: 3 clusters Score -3795650 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3796303.000000 Penalty: 3445.163086
	Iteration 5Q: 3 clusters Score -3796303 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3797219.000000 Penalty: 3445.163086
	Iteration 6Q: 3 clusters Score -3797219 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3798526.750000 Penalty: 3445.163086
	Iteration 7F: 3 clusters Score -3798527 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3800379.500000 Penalty: 3445.163086
	Iteration 8F: 3 clusters Score -3800380 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3802355.500000 Penalty: 3445.163086
	Iteration 9F: 3 clusters Score -3802356 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3803999.750000 Penalty: 3445.163086
	Iteration 10F: 3 clusters Score -3804000 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3805046.000000 Penalty: 3445.163086
	Iteration 11Q: 3 clusters Score -3805046 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3805606.000000 Penalty: 3445.163086
	Iteration 12Q: 3 clusters Score -3805606 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3806037.250000 Penalty: 3445.163086
	Iteration 13Q: 3 clusters Score -3806037 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3806406.500000 Penalty: 3445.163086
	Iteration 14Q: 3 clusters Score -3806406 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -3806783.750000 Penalty: 3445.163086
	Iteration 15Q: 3 clusters Score -3806784 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -3807132.500000 Penalty: 3445.163086
	Iteration 16Q: 3 clusters Score -3807132 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -3807468.000000 Penalty: 3445.163086
	Iteration 17Q: 3 clusters Score -3807468 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -3807759.000000 Penalty: 3445.163086
	Iteration 18Q: 3 clusters Score -3807759 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -3807976.250000 Penalty: 3445.163086
	Iteration 19Q: 3 clusters Score -3807976 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -3808181.000000 Penalty: 3445.163086
	Iteration 20F: 3 clusters Score -3808181 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -3808342.500000 Penalty: 3445.163086
	Iteration 21Q: 3 clusters Score -3808342 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -3808495.000000 Penalty: 3445.163086
	Iteration 22Q: 3 clusters Score -3808495 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -3808634.000000 Penalty: 3445.163086
	Iteration 23Q: 3 clusters Score -3808634 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -3808733.750000 Penalty: 3445.163086
	Iteration 24Q: 3 clusters Score -3808734 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -3808815.750000 Penalty: 3445.163086
	Iteration 25Q: 3 clusters Score -3808816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -3808887.250000 Penalty: 3445.163086
	Iteration 26Q: 3 clusters Score -3808887 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -3808956.500000 Penalty: 3445.163086
	Iteration 27Q: 3 clusters Score -3808956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -3809009.250000 Penalty: 3445.163086
	Iteration 28Q: 3 clusters Score -3809009 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -3809058.500000 Penalty: 3445.163086
	Iteration 29Q: 3 clusters Score -3809058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -3809085.250000 Penalty: 3445.163086
	Iteration 30Q: 3 clusters Score -3809085 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -3809106.500000 Penalty: 3445.163086
	Iteration 31Q: 3 clusters Score -3809106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -3809141.500000 Penalty: 3445.163086
	Iteration 32Q: 3 clusters Score -3809142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -3809163.500000 Penalty: 3445.163086
	Iteration 33Q: 3 clusters Score -3809164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -3809174.000000 Penalty: 3445.163086
	Iteration 34Q: 3 clusters Score -3809174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -3809183.250000 Penalty: 3445.163086
	Iteration 35Q: 3 clusters Score -3809183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -3809205.750000 Penalty: 3445.163086
	Iteration 36Q: 3 clusters Score -3809206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -3809221.000000 Penalty: 3445.163086
	Iteration 37Q: 3 clusters Score -3809221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -3809233.750000 Penalty: 3445.163086
	Iteration 38Q: 3 clusters Score -3809234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -3809247.500000 Penalty: 3445.163086
	Iteration 39Q: 3 clusters Score -3809248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -3809251.500000 Penalty: 3445.163086
	Iteration 40F: 3 clusters Score -3809252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -3809256.250000 Penalty: 3445.163086
	Iteration 41Q: 3 clusters Score -3809256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -3809266.250000 Penalty: 3445.163086
	Iteration 42Q: 3 clusters Score -3809266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -3809270.000000 Penalty: 3445.163086
	Iteration 43Q: 3 clusters Score -3809270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -3809278.500000 Penalty: 3445.163086
	Iteration 44Q: 3 clusters Score -3809278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -3809289.500000 Penalty: 3445.163086
	Iteration 45Q: 3 clusters Score -3809290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -3809288.000000 Penalty: 3445.163086
	Iteration 46Q: 3 clusters Score -3809288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -3809296.500000 Penalty: 3445.163086
	Iteration 47Q: 3 clusters Score -3809296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -3809310.250000 Penalty: 3445.163086
	Iteration 48Q: 3 clusters Score -3809310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -3809318.500000 Penalty: 3445.163086
	Iteration 49Q: 3 clusters Score -3809318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -3809322.250000 Penalty: 3445.163086
	Iteration 50Q: 3 clusters Score -3809322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -3809328.750000 Penalty: 3445.163086
	Iteration 51Q: 3 clusters Score -3809329 nChanged 17
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: -3809333.500000 Penalty: 3445.163086
	Iteration 52Q: 3 clusters Score -3809334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -3809340.500000 Penalty: 3445.163086
	Iteration 53Q: 3 clusters Score -3809340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -3809343.250000 Penalty: 3445.163086
	Iteration 54Q: 3 clusters Score -3809343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -3809347.000000 Penalty: 3445.163086
	Iteration 55Q: 3 clusters Score -3809347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -3809357.000000 Penalty: 3445.163086
	Iteration 56Q: 3 clusters Score -3809357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -3809365.000000 Penalty: 3445.163086
	Iteration 57Q: 3 clusters Score -3809365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -3809373.000000 Penalty: 3445.163086
	Iteration 58Q: 3 clusters Score -3809373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -3809381.500000 Penalty: 3445.163086
	Iteration 59Q: 3 clusters Score -3809382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -3809384.250000 Penalty: 3445.163086
	Iteration 60F: 3 clusters Score -3809384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -3809385.500000 Penalty: 3445.163086
	Iteration 61Q: 3 clusters Score -3809386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -3809385.000000 Penalty: 3445.163086
	Iteration 62Q: 3 clusters Score -3809385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -3809385.000000 Penalty: 3445.163086
	Iteration 63Q: 3 clusters Score -3809385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -3809388.750000 Penalty: 3445.163086
	Iteration 64Q: 3 clusters Score -3809389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -3809390.500000 Penalty: 3445.163086
	Iteration 65Q: 3 clusters Score -3809390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -3809392.500000 Penalty: 3445.163086
	Iteration 66Q: 3 clusters Score -3809392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -3809397.500000 Penalty: 3445.163086
	Iteration 67Q: 3 clusters Score -3809398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -3809404.500000 Penalty: 3445.163086
	Iteration 68Q: 3 clusters Score -3809404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -3809405.500000 Penalty: 3445.163086
	Iteration 69Q: 3 clusters Score -3809406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -3809405.500000 Penalty: 3445.163086
	Iteration 70Q: 3 clusters Score -3809406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -3809408.000000 Penalty: 3445.163086
	Iteration 71Q: 3 clusters Score -3809408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -3809412.750000 Penalty: 3445.163086
	Iteration 72Q: 3 clusters Score -3809413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -3809414.750000 Penalty: 3445.163086
	Iteration 73Q: 3 clusters Score -3809415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -3809414.750000 Penalty: 3445.163086
	Iteration 74Q: 3 clusters Score -3809415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -3809414.750000 Penalty: 3445.163086
	Iteration 75Q: 3 clusters Score -3809415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -3809409.750000 Penalty: 3445.163086
	Iteration 76Q: 3 clusters Score -3809410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -3809411.250000 Penalty: 3445.163086
	Iteration 77Q: 3 clusters Score -3809411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -3809413.000000 Penalty: 3445.163086
	Iteration 78Q: 3 clusters Score -3809413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -3809415.250000 Penalty: 3445.163086
	Iteration 79Q: 3 clusters Score -3809415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -3809415.250000 Penalty: 3445.163086
	Iteration 80F: 3 clusters Score -3809415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -3809414.000000 Penalty: 3445.163086
	Iteration 81Q: 3 clusters Score -3809414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -3809413.500000 Penalty: 3445.163086
	Iteration 82Q: 3 clusters Score -3809414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -3809415.750000 Penalty: 3445.163086
	Iteration 83Q: 3 clusters Score -3809416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -3809411.500000 Penalty: 3445.163086
	Iteration 84Q: 3 clusters Score -3809412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -3809409.500000 Penalty: 3445.163086
	Iteration 85Q: 3 clusters Score -3809410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -3809419.000000 Penalty: 3445.163086
	Iteration 86Q: 3 clusters Score -3809419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -3809424.750000 Penalty: 3445.163086
	Iteration 87Q: 3 clusters Score -3809425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -3809426.000000 Penalty: 3445.163086
	Iteration 88Q: 3 clusters Score -3809426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -3809428.250000 Penalty: 3445.163086
	Iteration 89Q: 3 clusters Score -3809428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -3809429.500000 Penalty: 3445.163086
	Iteration 90Q: 3 clusters Score -3809430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -3809434.500000 Penalty: 3445.163086
	Iteration 91Q: 3 clusters Score -3809434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -3809438.000000 Penalty: 3445.163086
	Iteration 92Q: 3 clusters Score -3809438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -3809438.000000 Penalty: 3445.163086
	Iteration 93Q: 3 clusters Score -3809438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -3809440.750000 Penalty: 3445.163086
	Iteration 94Q: 3 clusters Score -3809441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -3809438.250000 Penalty: 3445.163086
	Iteration 95Q: 3 clusters Score -3809438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -3809440.250000 Penalty: 3445.163086
	Iteration 96Q: 3 clusters Score -3809440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -3809443.500000 Penalty: 3445.163086
	Iteration 97Q: 3 clusters Score -3809444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -3809446.250000 Penalty: 3445.163086
	Iteration 98Q: 3 clusters Score -3809446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -3809445.750000 Penalty: 3445.163086
	Iteration 99Q: 3 clusters Score -3809446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -3809445.000000 Penalty: 3445.163086
	Iteration 100F: 3 clusters Score -3809445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -3809442.000000 Penalty: 3445.163086
	Iteration 101Q: 3 clusters Score -3809442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -3809442.000000 Penalty: 3445.163086
	Iteration 102F: 3 clusters Score -3809442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Entering Unmasked Estep 
Score: -923295.687500 Penalty: 1500.914673
	Iteration 0F: 2 clusters Score -923295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -915940.562500 Penalty: 3001.829346
	Iteration 0F: 3 clusters Score -915940.6 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -918336.250000 Penalty: 3001.829346
	Iteration 1F: 3 clusters Score -918336.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -918580.500000 Penalty: 3001.829346
	Iteration 2F: 3 clusters Score -918580.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -918785.875000 Penalty: 3001.829346
	Iteration 3Q: 3 clusters Score -918785.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -918947.687500 Penalty: 3001.829346
	Iteration 4Q: 3 clusters Score -918947.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -919109.250000 Penalty: 3001.829346
	Iteration 5Q: 3 clusters Score -919109.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -919277.812500 Penalty: 3001.829346
	Iteration 6Q: 3 clusters Score -919277.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -919489.375000 Penalty: 3001.829346
	Iteration 7Q: 3 clusters Score -919489.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -919750.562500 Penalty: 3001.829346
	Iteration 8Q: 3 clusters Score -919750.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -920016.000000 Penalty: 3001.829346
	Iteration 9Q: 3 clusters Score -920016 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -920259.437500 Penalty: 3001.829346
	Iteration 10Q: 3 clusters Score -920259.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -920501.187500 Penalty: 3001.829346
	Iteration 11Q: 3 clusters Score -920501.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -920678.875000 Penalty: 3001.829346
	Iteration 12Q: 3 clusters Score -920678.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -920783.875000 Penalty: 3001.829346
	Iteration 13Q: 3 clusters Score -920783.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -920841.437500 Penalty: 3001.829346
	Iteration 14Q: 3 clusters Score -920841.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -920880.000000 Penalty: 3001.829346
	Iteration 15Q: 3 clusters Score -920880 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -920911.062500 Penalty: 3001.829346
	Iteration 16Q: 3 clusters Score -920911.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -920934.000000 Penalty: 3001.829346
	Iteration 17Q: 3 clusters Score -920934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -920956.562500 Penalty: 3001.829346
	Iteration 18Q: 3 clusters Score -920956.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -920983.687500 Penalty: 3001.829346
	Iteration 19Q: 3 clusters Score -920983.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -921001.000000 Penalty: 3001.829346
	Iteration 20F: 3 clusters Score -921001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -921015.125000 Penalty: 3001.829346
	Iteration 21Q: 3 clusters Score -921015.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -921024.687500 Penalty: 3001.829346
	Iteration 22Q: 3 clusters Score -921024.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -921033.750000 Penalty: 3001.829346
	Iteration 23Q: 3 clusters Score -921033.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -921037.125000 Penalty: 3001.829346
	Iteration 24Q: 3 clusters Score -921037.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -921045.375000 Penalty: 3001.829346
	Iteration 25Q: 3 clusters Score -921045.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -921051.437500 Penalty: 3001.829346
	Iteration 26Q: 3 clusters Score -921051.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -921057.500000 Penalty: 3001.829346
	Iteration 27Q: 3 clusters Score -921057.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -921065.062500 Penalty: 3001.829346
	Iteration 28Q: 3 clusters Score -921065.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -921069.750000 Penalty: 3001.829346
	Iteration 29Q: 3 clusters Score -921069.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -921075.375000 Penalty: 3001.829346
	Iteration 30Q: 3 clusters Score -921075.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -921080.000000 Penalty: 3001.829346
	Iteration 31Q: 3 clusters Score -921080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -921083.375000 Penalty: 3001.829346
	Iteration 32Q: 3 clusters Score -921083.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -921087.125000 Penalty: 3001.829346
	Iteration 33Q: 3 clusters Score -921087.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -921090.625000 Penalty: 3001.829346
	Iteration 34Q: 3 clusters Score -921090.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -921095.125000 Penalty: 3001.829346
	Iteration 35Q: 3 clusters Score -921095.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -921096.312500 Penalty: 3001.829346
	Iteration 36Q: 3 clusters Score -921096.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -921101.562500 Penalty: 3001.829346
	Iteration 37Q: 3 clusters Score -921101.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -921106.125000 Penalty: 3001.829346
	Iteration 38Q: 3 clusters Score -921106.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -921108.437500 Penalty: 3001.829346
	Iteration 39Q: 3 clusters Score -921108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -921115.250000 Penalty: 3001.829346
	Iteration 40F: 3 clusters Score -921115.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -921118.437500 Penalty: 3001.829346
	Iteration 41Q: 3 clusters Score -921118.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -921118.000000 Penalty: 3001.829346
	Iteration 42Q: 3 clusters Score -921118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -921124.375000 Penalty: 3001.829346
	Iteration 43Q: 3 clusters Score -921124.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -921130.437500 Penalty: 3001.829346
	Iteration 44Q: 3 clusters Score -921130.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -921139.937500 Penalty: 3001.829346
	Iteration 45Q: 3 clusters Score -921139.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -921140.500000 Penalty: 3001.829346
	Iteration 46Q: 3 clusters Score -921140.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -921144.125000 Penalty: 3001.829346
	Iteration 47Q: 3 clusters Score -921144.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -921144.937500 Penalty: 3001.829346
	Iteration 48Q: 3 clusters Score -921144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -921150.562500 Penalty: 3001.829346
	Iteration 49Q: 3 clusters Score -921150.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -921153.562500 Penalty: 3001.829346
	Iteration 50Q: 3 clusters Score -921153.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -921156.062500 Penalty: 3001.829346
	Iteration 51Q: 3 clusters Score -921156.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -921157.250000 Penalty: 3001.829346
	Iteration 52Q: 3 clusters Score -921157.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -921161.062500 Penalty: 3001.829346
	Iteration 53Q: 3 clusters Score -921161.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -921163.062500 Penalty: 3001.829346
	Iteration 54Q: 3 clusters Score -921163.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -921165.687500 Penalty: 3001.829346
	Iteration 55Q: 3 clusters Score -921165.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -921168.437500 Penalty: 3001.829346
	Iteration 56Q: 3 clusters Score -921168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -921168.062500 Penalty: 3001.829346
	Iteration 57Q: 3 clusters Score -921168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -921169.375000 Penalty: 3001.829346
	Iteration 58Q: 3 clusters Score -921169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -921169.500000 Penalty: 3001.829346
	Iteration 59Q: 3 clusters Score -921169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -921171.750000 Penalty: 3001.829346
	Iteration 60F: 3 clusters Score -921171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -921172.312500 Penalty: 3001.829346
	Iteration 61Q: 3 clusters Score -921172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -921172.250000 Penalty: 3001.829346
	Iteration 62Q: 3 clusters Score -921172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -921172.750000 Penalty: 3001.829346
	Iteration 63Q: 3 clusters Score -921172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -921173.500000 Penalty: 3001.829346
	Iteration 64Q: 3 clusters Score -921173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -921173.312500 Penalty: 3001.829346
	Iteration 65Q: 3 clusters Score -921173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -921172.500000 Penalty: 3001.829346
	Iteration 66Q: 3 clusters Score -921172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -921172.562500 Penalty: 3001.829346
	Iteration 67Q: 3 clusters Score -921172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -921173.687500 Penalty: 3001.829346
	Iteration 68Q: 3 clusters Score -921173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -921174.250000 Penalty: 3001.829346
	Iteration 69Q: 3 clusters Score -921174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -921174.375000 Penalty: 3001.829346
	Iteration 70Q: 3 clusters Score -921174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -921173.937500 Penalty: 3001.829346
	Iteration 71Q: 3 clusters Score -921173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -921173.937500 Penalty: 3001.829346
	Iteration 72Q: 3 clusters Score -921173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -921176.625000 Penalty: 3001.829346
	Iteration 73Q: 3 clusters Score -921176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -921177.500000 Penalty: 3001.829346
	Iteration 74Q: 3 clusters Score -921177.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -921177.812500 Penalty: 3001.829346
	Iteration 75Q: 3 clusters Score -921177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -921177.312500 Penalty: 3001.829346
	Iteration 76Q: 3 clusters Score -921177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -921178.500000 Penalty: 3001.829346
	Iteration 77Q: 3 clusters Score -921178.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -921178.437500 Penalty: 3001.829346
	Iteration 78Q: 3 clusters Score -921178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -921180.812500 Penalty: 3001.829346
	Iteration 79Q: 3 clusters Score -921180.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -921183.000000 Penalty: 3001.829346
	Iteration 80F: 3 clusters Score -921183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -921182.562500 Penalty: 3001.829346
	Iteration 81Q: 3 clusters Score -921182.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -921184.750000 Penalty: 3001.829346
	Iteration 82Q: 3 clusters Score -921184.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -921186.312500 Penalty: 3001.829346
	Iteration 83Q: 3 clusters Score -921186.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -921185.687500 Penalty: 3001.829346
	Iteration 84Q: 3 clusters Score -921185.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -921189.125000 Penalty: 3001.829346
	Iteration 85Q: 3 clusters Score -921189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -921190.562500 Penalty: 3001.829346
	Iteration 86Q: 3 clusters Score -921190.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -921190.750000 Penalty: 3001.829346
	Iteration 87Q: 3 clusters Score -921190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -921190.875000 Penalty: 3001.829346
	Iteration 88Q: 3 clusters Score -921190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -921192.250000 Penalty: 3001.829346
	Iteration 89Q: 3 clusters Score -921192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -921194.000000 Penalty: 3001.829346
	Iteration 90Q: 3 clusters Score -921194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -921197.062500 Penalty: 3001.829346
	Iteration 91Q: 3 clusters Score -921197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -921197.375000 Penalty: 3001.829346
	Iteration 92Q: 3 clusters Score -921197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -921195.312500 Penalty: 3001.829346
	Iteration 93Q: 3 clusters Score -921195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -921196.750000 Penalty: 3001.829346
	Iteration 94Q: 3 clusters Score -921196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -921195.312500 Penalty: 3001.829346
	Iteration 95Q: 3 clusters Score -921195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -921196.187500 Penalty: 3001.829346
	Iteration 96Q: 3 clusters Score -921196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -921196.187500 Penalty: 3001.829346
	Iteration 97F: 3 clusters Score -921196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -408606.250000 Penalty: 1370.812012
	Iteration 0F: 2 clusters Score -408606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -404911.625000 Penalty: 2741.624023
	Iteration 0F: 3 clusters Score -404911.6 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -405948.500000 Penalty: 2741.624023
	Iteration 1F: 3 clusters Score -405948.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -406152.000000 Penalty: 2741.624023
	Iteration 2F: 3 clusters Score -406152 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -406335.437500 Penalty: 2741.624023
	Iteration 3F: 3 clusters Score -406335.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -406540.562500 Penalty: 2741.624023
	Iteration 4F: 3 clusters Score -406540.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -406760.156250 Penalty: 2741.624023
	Iteration 5F: 3 clusters Score -406760.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -406980.437500 Penalty: 2741.624023
	Iteration 6F: 3 clusters Score -406980.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -407166.812500 Penalty: 2741.624023
	Iteration 7F: 3 clusters Score -407166.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -407274.593750 Penalty: 2741.624023
	Iteration 8Q: 3 clusters Score -407274.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -407339.687500 Penalty: 2741.624023
	Iteration 9Q: 3 clusters Score -407339.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -407384.375000 Penalty: 2741.624023
	Iteration 10Q: 3 clusters Score -407384.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -407413.718750 Penalty: 2741.624023
	Iteration 11Q: 3 clusters Score -407413.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -407442.812500 Penalty: 2741.624023
	Iteration 12Q: 3 clusters Score -407442.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -407465.343750 Penalty: 2741.624023
	Iteration 13Q: 3 clusters Score -407465.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -407482.000000 Penalty: 2741.624023
	Iteration 14Q: 3 clusters Score -407482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -407499.218750 Penalty: 2741.624023
	Iteration 15Q: 3 clusters Score -407499.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -407511.906250 Penalty: 2741.624023
	Iteration 16Q: 3 clusters Score -407511.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -407524.468750 Penalty: 2741.624023
	Iteration 17Q: 3 clusters Score -407524.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -407537.750000 Penalty: 2741.624023
	Iteration 18Q: 3 clusters Score -407537.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -407554.875000 Penalty: 2741.624023
	Iteration 19Q: 3 clusters Score -407554.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -407577.500000 Penalty: 2741.624023
	Iteration 20F: 3 clusters Score -407577.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -407606.375000 Penalty: 2741.624023
	Iteration 21Q: 3 clusters Score -407606.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -407639.937500 Penalty: 2741.624023
	Iteration 22Q: 3 clusters Score -407639.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -407679.281250 Penalty: 2741.624023
	Iteration 23Q: 3 clusters Score -407679.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -407718.218750 Penalty: 2741.624023
	Iteration 24Q: 3 clusters Score -407718.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -407758.625000 Penalty: 2741.624023
	Iteration 25Q: 3 clusters Score -407758.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -407792.781250 Penalty: 2741.624023
	Iteration 26Q: 3 clusters Score -407792.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -407818.187500 Penalty: 2741.624023
	Iteration 27Q: 3 clusters Score -407818.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -407842.343750 Penalty: 2741.624023
	Iteration 28Q: 3 clusters Score -407842.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -407857.125000 Penalty: 2741.624023
	Iteration 29Q: 3 clusters Score -407857.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -407869.937500 Penalty: 2741.624023
	Iteration 30Q: 3 clusters Score -407869.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -407879.187500 Penalty: 2741.624023
	Iteration 31Q: 3 clusters Score -407879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -407886.906250 Penalty: 2741.624023
	Iteration 32Q: 3 clusters Score -407886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -407891.843750 Penalty: 2741.624023
	Iteration 33Q: 3 clusters Score -407891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -407897.531250 Penalty: 2741.624023
	Iteration 34Q: 3 clusters Score -407897.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -407899.031250 Penalty: 2741.624023
	Iteration 35Q: 3 clusters Score -407899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -407901.937500 Penalty: 2741.624023
	Iteration 36Q: 3 clusters Score -407901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -407904.125000 Penalty: 2741.624023
	Iteration 37Q: 3 clusters Score -407904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -407903.875000 Penalty: 2741.624023
	Iteration 38Q: 3 clusters Score -407903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -407905.218750 Penalty: 2741.624023
	Iteration 39Q: 3 clusters Score -407905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -407905.218750 Penalty: 2741.624023
	Iteration 40F: 3 clusters Score -407905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -38648.203125 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -38648.2 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 296 members 
Entering Unmasked Estep 
Score: -37608.394531 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -37608.39 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37954.425781 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -37954.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -38094.726562 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -38094.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38156.714844 Penalty: 2064.037842
	Iteration 3F: 3 clusters Score -38156.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38206.535156 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -38206.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38291.882812 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -38291.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -38326.601562 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -38326.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38345.617188 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -38345.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -38351.832031 Penalty: 2064.037842
	Iteration 8Q: 3 clusters Score -38351.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38359.535156 Penalty: 2064.037842
	Iteration 9Q: 3 clusters Score -38359.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38375.042969 Penalty: 2064.037842
	Iteration 10Q: 3 clusters Score -38375.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38385.273438 Penalty: 2064.037842
	Iteration 11Q: 3 clusters Score -38385.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38411.558594 Penalty: 2064.037842
	Iteration 12Q: 3 clusters Score -38411.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -38420.992188 Penalty: 2064.037842
	Iteration 13Q: 3 clusters Score -38420.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -38429.734375 Penalty: 2064.037842
	Iteration 14Q: 3 clusters Score -38429.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -38433.476562 Penalty: 2064.037842
	Iteration 15Q: 3 clusters Score -38433.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -38433.476562 Penalty: 2064.037842
	Iteration 16F: 3 clusters Score -38433.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Entering Unmasked Estep 
Score: -855169.125000 Penalty: 1482.316284
	Iteration 0F: 2 clusters Score -855169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -848564.625000 Penalty: 2964.632568
	Iteration 0F: 3 clusters Score -848564.6 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -850603.812500 Penalty: 2964.632568
	Iteration 1F: 3 clusters Score -850603.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -850804.750000 Penalty: 2964.632568
	Iteration 2F: 3 clusters Score -850804.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -850943.750000 Penalty: 2964.632568
	Iteration 3Q: 3 clusters Score -850943.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -851052.937500 Penalty: 2964.632568
	Iteration 4Q: 3 clusters Score -851052.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -851172.812500 Penalty: 2964.632568
	Iteration 5Q: 3 clusters Score -851172.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -851308.250000 Penalty: 2964.632568
	Iteration 6Q: 3 clusters Score -851308.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -851443.687500 Penalty: 2964.632568
	Iteration 7Q: 3 clusters Score -851443.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -851603.937500 Penalty: 2964.632568
	Iteration 8Q: 3 clusters Score -851603.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -851780.062500 Penalty: 2964.632568
	Iteration 9Q: 3 clusters Score -851780.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -852019.062500 Penalty: 2964.632568
	Iteration 10Q: 3 clusters Score -852019.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -852274.437500 Penalty: 2964.632568
	Iteration 11Q: 3 clusters Score -852274.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -852551.812500 Penalty: 2964.632568
	Iteration 12Q: 3 clusters Score -852551.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -852828.187500 Penalty: 2964.632568
	Iteration 13Q: 3 clusters Score -852828.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -853042.250000 Penalty: 2964.632568
	Iteration 14Q: 3 clusters Score -853042.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -853169.875000 Penalty: 2964.632568
	Iteration 15Q: 3 clusters Score -853169.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -853275.500000 Penalty: 2964.632568
	Iteration 16Q: 3 clusters Score -853275.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -853355.750000 Penalty: 2964.632568
	Iteration 17Q: 3 clusters Score -853355.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -853415.750000 Penalty: 2964.632568
	Iteration 18Q: 3 clusters Score -853415.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -853463.562500 Penalty: 2964.632568
	Iteration 19Q: 3 clusters Score -853463.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -853495.937500 Penalty: 2964.632568
	Iteration 20F: 3 clusters Score -853495.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -853525.687500 Penalty: 2964.632568
	Iteration 21Q: 3 clusters Score -853525.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -853552.312500 Penalty: 2964.632568
	Iteration 22Q: 3 clusters Score -853552.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -853590.562500 Penalty: 2964.632568
	Iteration 23Q: 3 clusters Score -853590.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -853627.250000 Penalty: 2964.632568
	Iteration 24Q: 3 clusters Score -853627.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -853667.125000 Penalty: 2964.632568
	Iteration 25Q: 3 clusters Score -853667.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -853712.750000 Penalty: 2964.632568
	Iteration 26Q: 3 clusters Score -853712.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -853761.875000 Penalty: 2964.632568
	Iteration 27Q: 3 clusters Score -853761.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -853812.250000 Penalty: 2964.632568
	Iteration 28Q: 3 clusters Score -853812.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -853869.812500 Penalty: 2964.632568
	Iteration 29Q: 3 clusters Score -853869.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -853927.187500 Penalty: 2964.632568
	Iteration 30Q: 3 clusters Score -853927.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -853990.312500 Penalty: 2964.632568
	Iteration 31Q: 3 clusters Score -853990.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -854037.062500 Penalty: 2964.632568
	Iteration 32Q: 3 clusters Score -854037.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -854082.375000 Penalty: 2964.632568
	Iteration 33Q: 3 clusters Score -854082.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -854113.375000 Penalty: 2964.632568
	Iteration 34Q: 3 clusters Score -854113.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -854149.750000 Penalty: 2964.632568
	Iteration 35Q: 3 clusters Score -854149.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -854173.375000 Penalty: 2964.632568
	Iteration 36Q: 3 clusters Score -854173.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -854190.562500 Penalty: 2964.632568
	Iteration 37Q: 3 clusters Score -854190.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -854206.500000 Penalty: 2964.632568
	Iteration 38Q: 3 clusters Score -854206.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -854224.937500 Penalty: 2964.632568
	Iteration 39Q: 3 clusters Score -854224.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -854244.937500 Penalty: 2964.632568
	Iteration 40F: 3 clusters Score -854244.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -854259.437500 Penalty: 2964.632568
	Iteration 41Q: 3 clusters Score -854259.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -854267.125000 Penalty: 2964.632568
	Iteration 42Q: 3 clusters Score -854267.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -854278.625000 Penalty: 2964.632568
	Iteration 43Q: 3 clusters Score -854278.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -854287.687500 Penalty: 2964.632568
	Iteration 44Q: 3 clusters Score -854287.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -854294.937500 Penalty: 2964.632568
	Iteration 45Q: 3 clusters Score -854294.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -854300.375000 Penalty: 2964.632568
	Iteration 46Q: 3 clusters Score -854300.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -854304.312500 Penalty: 2964.632568
	Iteration 47Q: 3 clusters Score -854304.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -854309.937500 Penalty: 2964.632568
	Iteration 48Q: 3 clusters Score -854309.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -854315.375000 Penalty: 2964.632568
	Iteration 49Q: 3 clusters Score -854315.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -854323.625000 Penalty: 2964.632568
	Iteration 50Q: 3 clusters Score -854323.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -854325.000000 Penalty: 2964.632568
	Iteration 51Q: 3 clusters Score -854325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -854323.562500 Penalty: 2964.632568
	Iteration 52Q: 3 clusters Score -854323.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -854325.500000 Penalty: 2964.632568
	Iteration 53Q: 3 clusters Score -854325.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -854327.250000 Penalty: 2964.632568
	Iteration 54Q: 3 clusters Score -854327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -854327.625000 Penalty: 2964.632568
	Iteration 55Q: 3 clusters Score -854327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -854330.875000 Penalty: 2964.632568
	Iteration 56Q: 3 clusters Score -854330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -854331.562500 Penalty: 2964.632568
	Iteration 57Q: 3 clusters Score -854331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -854332.937500 Penalty: 2964.632568
	Iteration 58Q: 3 clusters Score -854332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -854334.812500 Penalty: 2964.632568
	Iteration 59Q: 3 clusters Score -854334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -854335.562500 Penalty: 2964.632568
	Iteration 60F: 3 clusters Score -854335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -854335.687500 Penalty: 2964.632568
	Iteration 61Q: 3 clusters Score -854335.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -854334.000000 Penalty: 2964.632568
	Iteration 62Q: 3 clusters Score -854334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -854334.500000 Penalty: 2964.632568
	Iteration 63Q: 3 clusters Score -854334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -854334.375000 Penalty: 2964.632568
	Iteration 64Q: 3 clusters Score -854334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -854336.125000 Penalty: 2964.632568
	Iteration 65Q: 3 clusters Score -854336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -854335.437500 Penalty: 2964.632568
	Iteration 66Q: 3 clusters Score -854335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -854336.625000 Penalty: 2964.632568
	Iteration 67Q: 3 clusters Score -854336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -854336.625000 Penalty: 2964.632568
	Iteration 68F: 3 clusters Score -854336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Entering Unmasked Estep 
Score: -5081775.500000 Penalty: 1769.827026
	Iteration 0F: 2 clusters Score -5081776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -5045994.500000 Penalty: 3539.654053
	Iteration 0F: 3 clusters Score -5045994 nChanged 25289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -5060378.000000 Penalty: 3539.654053
	Iteration 1F: 3 clusters Score -5060378 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -5060972.500000 Penalty: 3539.654053
	Iteration 2Q: 3 clusters Score -5060972 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -5061769.500000 Penalty: 3539.654053
	Iteration 3Q: 3 clusters Score -5061770 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -5062785.000000 Penalty: 3539.654053
	Iteration 4Q: 3 clusters Score -5062785 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5064275.500000 Penalty: 3539.654053
	Iteration 5Q: 3 clusters Score -5064276 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5066230.500000 Penalty: 3539.654053
	Iteration 6F: 3 clusters Score -5066230 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -5068433.500000 Penalty: 3539.654053
	Iteration 7F: 3 clusters Score -5068434 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5070706.000000 Penalty: 3539.654053
	Iteration 8F: 3 clusters Score -5070706 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -5072650.500000 Penalty: 3539.654053
	Iteration 9F: 3 clusters Score -5072650 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5074007.500000 Penalty: 3539.654053
	Iteration 10Q: 3 clusters Score -5074008 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -5074765.000000 Penalty: 3539.654053
	Iteration 11Q: 3 clusters Score -5074765 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5075170.500000 Penalty: 3539.654053
	Iteration 12Q: 3 clusters Score -5075170 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5075454.500000 Penalty: 3539.654053
	Iteration 13Q: 3 clusters Score -5075454 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5075628.000000 Penalty: 3539.654053
	Iteration 14Q: 3 clusters Score -5075628 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5075765.000000 Penalty: 3539.654053
	Iteration 15Q: 3 clusters Score -5075765 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -5075889.000000 Penalty: 3539.654053
	Iteration 16Q: 3 clusters Score -5075889 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -5075994.500000 Penalty: 3539.654053
	Iteration 17Q: 3 clusters Score -5075994 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5076131.000000 Penalty: 3539.654053
	Iteration 18Q: 3 clusters Score -5076131 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5076259.500000 Penalty: 3539.654053
	Iteration 19Q: 3 clusters Score -5076260 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -5076400.500000 Penalty: 3539.654053
	Iteration 20F: 3 clusters Score -5076400 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -5076561.500000 Penalty: 3539.654053
	Iteration 21Q: 3 clusters Score -5076562 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5076708.000000 Penalty: 3539.654053
	Iteration 22Q: 3 clusters Score -5076708 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -5076859.500000 Penalty: 3539.654053
	Iteration 23Q: 3 clusters Score -5076860 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -5077057.500000 Penalty: 3539.654053
	Iteration 24Q: 3 clusters Score -5077058 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -5077192.000000 Penalty: 3539.654053
	Iteration 25Q: 3 clusters Score -5077192 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -5077398.500000 Penalty: 3539.654053
	Iteration 26Q: 3 clusters Score -5077398 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5077545.000000 Penalty: 3539.654053
	Iteration 27Q: 3 clusters Score -5077545 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -5077702.000000 Penalty: 3539.654053
	Iteration 28Q: 3 clusters Score -5077702 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5077865.000000 Penalty: 3539.654053
	Iteration 29Q: 3 clusters Score -5077865 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5078074.500000 Penalty: 3539.654053
	Iteration 30Q: 3 clusters Score -5078074 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -5078267.500000 Penalty: 3539.654053
	Iteration 31Q: 3 clusters Score -5078268 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5078444.000000 Penalty: 3539.654053
	Iteration 32Q: 3 clusters Score -5078444 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5078643.500000 Penalty: 3539.654053
	Iteration 33Q: 3 clusters Score -5078644 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5078826.500000 Penalty: 3539.654053
	Iteration 34Q: 3 clusters Score -5078826 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -5078990.500000 Penalty: 3539.654053
	Iteration 35Q: 3 clusters Score -5078990 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5079139.000000 Penalty: 3539.654053
	Iteration 36Q: 3 clusters Score -5079139 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5079305.000000 Penalty: 3539.654053
	Iteration 37Q: 3 clusters Score -5079305 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5079439.000000 Penalty: 3539.654053
	Iteration 38Q: 3 clusters Score -5079439 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5079552.500000 Penalty: 3539.654053
	Iteration 39Q: 3 clusters Score -5079552 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5079674.500000 Penalty: 3539.654053
	Iteration 40F: 3 clusters Score -5079674 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5079765.000000 Penalty: 3539.654053
	Iteration 41Q: 3 clusters Score -5079765 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5079870.500000 Penalty: 3539.654053
	Iteration 42Q: 3 clusters Score -5079870 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5079942.500000 Penalty: 3539.654053
	Iteration 43Q: 3 clusters Score -5079942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5080034.500000 Penalty: 3539.654053
	Iteration 44Q: 3 clusters Score -5080034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5080064.500000 Penalty: 3539.654053
	Iteration 45Q: 3 clusters Score -5080064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5080103.500000 Penalty: 3539.654053
	Iteration 46Q: 3 clusters Score -5080104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5080143.000000 Penalty: 3539.654053
	Iteration 47Q: 3 clusters Score -5080143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5080176.500000 Penalty: 3539.654053
	Iteration 48Q: 3 clusters Score -5080176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5080195.000000 Penalty: 3539.654053
	Iteration 49Q: 3 clusters Score -5080195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5080218.000000 Penalty: 3539.654053
	Iteration 50Q: 3 clusters Score -5080218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5080240.000000 Penalty: 3539.654053
	Iteration 51Q: 3 clusters Score -5080240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5080266.500000 Penalty: 3539.654053
	Iteration 52Q: 3 clusters Score -5080266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5080283.500000 Penalty: 3539.654053
	Iteration 53Q: 3 clusters Score -5080284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5080290.000000 Penalty: 3539.654053
	Iteration 54Q: 3 clusters Score -5080290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5080297.500000 Penalty: 3539.654053
	Iteration 55Q: 3 clusters Score -5080298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5080307.000000 Penalty: 3539.654053
	Iteration 56Q: 3 clusters Score -5080307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5080310.500000 Penalty: 3539.654053
	Iteration 57Q: 3 clusters Score -5080310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5080320.000000 Penalty: 3539.654053
	Iteration 58Q: 3 clusters Score -5080320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5080332.000000 Penalty: 3539.654053
	Iteration 59Q: 3 clusters Score -5080332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5080326.500000 Penalty: 3539.654053
	Iteration 60F: 3 clusters Score -5080326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5080332.500000 Penalty: 3539.654053
	Iteration 61Q: 3 clusters Score -5080332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5080332.500000 Penalty: 3539.654053
	Iteration 62Q: 3 clusters Score -5080332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5080336.000000 Penalty: 3539.654053
	Iteration 63Q: 3 clusters Score -5080336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5080336.000000 Penalty: 3539.654053
	Iteration 64F: 3 clusters Score -5080336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Entering Unmasked Estep 
Score: -6329882.000000 Penalty: 1804.999634
	Iteration 0F: 2 clusters Score -6329882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -6285143.000000 Penalty: 3609.999268
	Iteration 0F: 3 clusters Score -6285143 nChanged 31577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -6303171.000000 Penalty: 3609.999268
	Iteration 1F: 3 clusters Score -6303171 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -6303766.000000 Penalty: 3609.999268
	Iteration 2Q: 3 clusters Score -6303766 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -6304557.500000 Penalty: 3609.999268
	Iteration 3Q: 3 clusters Score -6304558 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -6305535.500000 Penalty: 3609.999268
	Iteration 4Q: 3 clusters Score -6305536 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -6306862.500000 Penalty: 3609.999268
	Iteration 5Q: 3 clusters Score -6306862 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -6308915.500000 Penalty: 3609.999268
	Iteration 6F: 3 clusters Score -6308916 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -6311800.000000 Penalty: 3609.999268
	Iteration 7F: 3 clusters Score -6311800 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -6314860.000000 Penalty: 3609.999268
	Iteration 8F: 3 clusters Score -6314860 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -6316838.000000 Penalty: 3609.999268
	Iteration 9F: 3 clusters Score -6316838 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -6317653.000000 Penalty: 3609.999268
	Iteration 10Q: 3 clusters Score -6317653 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -6317987.000000 Penalty: 3609.999268
	Iteration 11Q: 3 clusters Score -6317987 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -6318158.000000 Penalty: 3609.999268
	Iteration 12Q: 3 clusters Score -6318158 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -6318284.000000 Penalty: 3609.999268
	Iteration 13Q: 3 clusters Score -6318284 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -6318433.500000 Penalty: 3609.999268
	Iteration 14Q: 3 clusters Score -6318434 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -6318548.000000 Penalty: 3609.999268
	Iteration 15Q: 3 clusters Score -6318548 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -6318674.500000 Penalty: 3609.999268
	Iteration 16Q: 3 clusters Score -6318674 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6318784.000000 Penalty: 3609.999268
	Iteration 17Q: 3 clusters Score -6318784 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -6318881.000000 Penalty: 3609.999268
	Iteration 18Q: 3 clusters Score -6318881 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -6318950.000000 Penalty: 3609.999268
	Iteration 19Q: 3 clusters Score -6318950 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -6319022.000000 Penalty: 3609.999268
	Iteration 20F: 3 clusters Score -6319022 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -6319139.500000 Penalty: 3609.999268
	Iteration 21Q: 3 clusters Score -6319140 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -6319219.500000 Penalty: 3609.999268
	Iteration 22Q: 3 clusters Score -6319220 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -6319312.000000 Penalty: 3609.999268
	Iteration 23Q: 3 clusters Score -6319312 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -6319385.000000 Penalty: 3609.999268
	Iteration 24Q: 3 clusters Score -6319385 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -6319440.500000 Penalty: 3609.999268
	Iteration 25Q: 3 clusters Score -6319440 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -6319516.500000 Penalty: 3609.999268
	Iteration 26Q: 3 clusters Score -6319516 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -6319606.500000 Penalty: 3609.999268
	Iteration 27Q: 3 clusters Score -6319606 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -6319716.500000 Penalty: 3609.999268
	Iteration 28Q: 3 clusters Score -6319716 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -6319795.000000 Penalty: 3609.999268
	Iteration 29Q: 3 clusters Score -6319795 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -6319895.000000 Penalty: 3609.999268
	Iteration 30Q: 3 clusters Score -6319895 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -6319979.000000 Penalty: 3609.999268
	Iteration 31Q: 3 clusters Score -6319979 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -6320060.000000 Penalty: 3609.999268
	Iteration 32Q: 3 clusters Score -6320060 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -6320166.500000 Penalty: 3609.999268
	Iteration 33Q: 3 clusters Score -6320166 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -6320283.000000 Penalty: 3609.999268
	Iteration 34Q: 3 clusters Score -6320283 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -6320392.500000 Penalty: 3609.999268
	Iteration 35Q: 3 clusters Score -6320392 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -6320514.500000 Penalty: 3609.999268
	Iteration 36Q: 3 clusters Score -6320514 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -6320608.500000 Penalty: 3609.999268
	Iteration 37Q: 3 clusters Score -6320608 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -6320757.500000 Penalty: 3609.999268
	Iteration 38Q: 3 clusters Score -6320758 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -6320912.000000 Penalty: 3609.999268
	Iteration 39Q: 3 clusters Score -6320912 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -6321034.000000 Penalty: 3609.999268
	Iteration 40F: 3 clusters Score -6321034 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6321164.500000 Penalty: 3609.999268
	Iteration 41Q: 3 clusters Score -6321164 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -6321328.000000 Penalty: 3609.999268
	Iteration 42Q: 3 clusters Score -6321328 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -6321479.500000 Penalty: 3609.999268
	Iteration 43Q: 3 clusters Score -6321480 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -6321616.500000 Penalty: 3609.999268
	Iteration 44Q: 3 clusters Score -6321616 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -6321798.000000 Penalty: 3609.999268
	Iteration 45Q: 3 clusters Score -6321798 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -6321964.500000 Penalty: 3609.999268
	Iteration 46Q: 3 clusters Score -6321964 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -6322104.500000 Penalty: 3609.999268
	Iteration 47Q: 3 clusters Score -6322104 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -6322325.500000 Penalty: 3609.999268
	Iteration 48Q: 3 clusters Score -6322326 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -6322551.000000 Penalty: 3609.999268
	Iteration 49Q: 3 clusters Score -6322551 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -6322759.000000 Penalty: 3609.999268
	Iteration 50Q: 3 clusters Score -6322759 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -6323044.500000 Penalty: 3609.999268
	Iteration 51Q: 3 clusters Score -6323044 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -6323336.500000 Penalty: 3609.999268
	Iteration 52Q: 3 clusters Score -6323336 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -6323598.500000 Penalty: 3609.999268
	Iteration 53Q: 3 clusters Score -6323598 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -6323874.500000 Penalty: 3609.999268
	Iteration 54Q: 3 clusters Score -6323874 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -6324184.500000 Penalty: 3609.999268
	Iteration 55Q: 3 clusters Score -6324184 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -6324513.500000 Penalty: 3609.999268
	Iteration 56Q: 3 clusters Score -6324514 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -6324837.500000 Penalty: 3609.999268
	Iteration 57Q: 3 clusters Score -6324838 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -6325172.000000 Penalty: 3609.999268
	Iteration 58Q: 3 clusters Score -6325172 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -6325497.000000 Penalty: 3609.999268
	Iteration 59Q: 3 clusters Score -6325497 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -6325838.000000 Penalty: 3609.999268
	Iteration 60F: 3 clusters Score -6325838 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -6326112.000000 Penalty: 3609.999268
	Iteration 61Q: 3 clusters Score -6326112 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -6326381.000000 Penalty: 3609.999268
	Iteration 62Q: 3 clusters Score -6326381 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -6326639.500000 Penalty: 3609.999268
	Iteration 63Q: 3 clusters Score -6326640 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -6326915.000000 Penalty: 3609.999268
	Iteration 64Q: 3 clusters Score -6326915 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -6327098.000000 Penalty: 3609.999268
	Iteration 65Q: 3 clusters Score -6327098 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -6327285.500000 Penalty: 3609.999268
	Iteration 66Q: 3 clusters Score -6327286 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -6327481.500000 Penalty: 3609.999268
	Iteration 67Q: 3 clusters Score -6327482 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -6327622.000000 Penalty: 3609.999268
	Iteration 68Q: 3 clusters Score -6327622 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -6327750.500000 Penalty: 3609.999268
	Iteration 69Q: 3 clusters Score -6327750 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -6327873.000000 Penalty: 3609.999268
	Iteration 70Q: 3 clusters Score -6327873 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -6327977.500000 Penalty: 3609.999268
	Iteration 71Q: 3 clusters Score -6327978 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -6328055.000000 Penalty: 3609.999268
	Iteration 72Q: 3 clusters Score -6328055 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -6328082.000000 Penalty: 3609.999268
	Iteration 73Q: 3 clusters Score -6328082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -6328129.000000 Penalty: 3609.999268
	Iteration 74Q: 3 clusters Score -6328129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -6328168.500000 Penalty: 3609.999268
	Iteration 75Q: 3 clusters Score -6328168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -6328206.000000 Penalty: 3609.999268
	Iteration 76Q: 3 clusters Score -6328206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -6328235.500000 Penalty: 3609.999268
	Iteration 77Q: 3 clusters Score -6328236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -6328253.000000 Penalty: 3609.999268
	Iteration 78Q: 3 clusters Score -6328253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -6328270.500000 Penalty: 3609.999268
	Iteration 79Q: 3 clusters Score -6328270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -6328264.000000 Penalty: 3609.999268
	Iteration 80F: 3 clusters Score -6328264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -6328272.500000 Penalty: 3609.999268
	Iteration 81Q: 3 clusters Score -6328272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -6328278.000000 Penalty: 3609.999268
	Iteration 82Q: 3 clusters Score -6328278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -6328285.000000 Penalty: 3609.999268
	Iteration 83Q: 3 clusters Score -6328285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -6328282.000000 Penalty: 3609.999268
	Iteration 84Q: 3 clusters Score -6328282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -6328293.000000 Penalty: 3609.999268
	Iteration 85Q: 3 clusters Score -6328293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -6328296.000000 Penalty: 3609.999268
	Iteration 86Q: 3 clusters Score -6328296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -6328306.000000 Penalty: 3609.999268
	Iteration 87Q: 3 clusters Score -6328306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -6328316.500000 Penalty: 3609.999268
	Iteration 88Q: 3 clusters Score -6328316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -6328324.000000 Penalty: 3609.999268
	Iteration 89Q: 3 clusters Score -6328324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -6328323.000000 Penalty: 3609.999268
	Iteration 90Q: 3 clusters Score -6328323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -6328323.000000 Penalty: 3609.999268
	Iteration 91Q: 3 clusters Score -6328323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -6328328.000000 Penalty: 3609.999268
	Iteration 92Q: 3 clusters Score -6328328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -6328327.500000 Penalty: 3609.999268
	Iteration 93Q: 3 clusters Score -6328328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -6328325.500000 Penalty: 3609.999268
	Iteration 94Q: 3 clusters Score -6328326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -6328326.500000 Penalty: 3609.999268
	Iteration 95Q: 3 clusters Score -6328326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -6328328.500000 Penalty: 3609.999268
	Iteration 96Q: 3 clusters Score -6328328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -6328330.000000 Penalty: 3609.999268
	Iteration 97Q: 3 clusters Score -6328330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -6328326.500000 Penalty: 3609.999268
	Iteration 98Q: 3 clusters Score -6328326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -6328325.000000 Penalty: 3609.999268
	Iteration 99Q: 3 clusters Score -6328325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -6328331.500000 Penalty: 3609.999268
	Iteration 100F: 3 clusters Score -6328332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -6328332.500000 Penalty: 3609.999268
	Iteration 101Q: 3 clusters Score -6328332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -6328332.500000 Penalty: 3609.999268
	Iteration 102F: 3 clusters Score -6328332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Entering Unmasked Estep 
Score: -1261090.500000 Penalty: 1550.973511
	Iteration 0F: 2 clusters Score -1261090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1251360.750000 Penalty: 3101.947021
	Iteration 0F: 3 clusters Score -1251361 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1254733.875000 Penalty: 3101.947021
	Iteration 1F: 3 clusters Score -1254734 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1255023.625000 Penalty: 3101.947021
	Iteration 2F: 3 clusters Score -1255024 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1255276.750000 Penalty: 3101.947021
	Iteration 3Q: 3 clusters Score -1255277 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1255496.375000 Penalty: 3101.947021
	Iteration 4Q: 3 clusters Score -1255496 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1255715.250000 Penalty: 3101.947021
	Iteration 5Q: 3 clusters Score -1255715 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1255977.250000 Penalty: 3101.947021
	Iteration 6Q: 3 clusters Score -1255977 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1256308.000000 Penalty: 3101.947021
	Iteration 7Q: 3 clusters Score -1256308 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1256686.500000 Penalty: 3101.947021
	Iteration 8Q: 3 clusters Score -1256686 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1257046.125000 Penalty: 3101.947021
	Iteration 9Q: 3 clusters Score -1257046 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1257470.750000 Penalty: 3101.947021
	Iteration 10Q: 3 clusters Score -1257471 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1257896.500000 Penalty: 3101.947021
	Iteration 11Q: 3 clusters Score -1257896 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1258247.500000 Penalty: 3101.947021
	Iteration 12Q: 3 clusters Score -1258248 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1258534.875000 Penalty: 3101.947021
	Iteration 13Q: 3 clusters Score -1258535 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1258765.875000 Penalty: 3101.947021
	Iteration 14Q: 3 clusters Score -1258766 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1258928.375000 Penalty: 3101.947021
	Iteration 15Q: 3 clusters Score -1258928 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1259061.000000 Penalty: 3101.947021
	Iteration 16Q: 3 clusters Score -1259061 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1259164.375000 Penalty: 3101.947021
	Iteration 17Q: 3 clusters Score -1259164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1259235.500000 Penalty: 3101.947021
	Iteration 18Q: 3 clusters Score -1259236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1259298.625000 Penalty: 3101.947021
	Iteration 19Q: 3 clusters Score -1259299 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1259362.000000 Penalty: 3101.947021
	Iteration 20F: 3 clusters Score -1259362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1259424.875000 Penalty: 3101.947021
	Iteration 21Q: 3 clusters Score -1259425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1259477.875000 Penalty: 3101.947021
	Iteration 22Q: 3 clusters Score -1259478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1259519.500000 Penalty: 3101.947021
	Iteration 23Q: 3 clusters Score -1259520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1259546.750000 Penalty: 3101.947021
	Iteration 24Q: 3 clusters Score -1259547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1259566.125000 Penalty: 3101.947021
	Iteration 25Q: 3 clusters Score -1259566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1259591.750000 Penalty: 3101.947021
	Iteration 26Q: 3 clusters Score -1259592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1259607.125000 Penalty: 3101.947021
	Iteration 27Q: 3 clusters Score -1259607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1259621.375000 Penalty: 3101.947021
	Iteration 28Q: 3 clusters Score -1259621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1259641.375000 Penalty: 3101.947021
	Iteration 29Q: 3 clusters Score -1259641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1259646.625000 Penalty: 3101.947021
	Iteration 30Q: 3 clusters Score -1259647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1259656.750000 Penalty: 3101.947021
	Iteration 31Q: 3 clusters Score -1259657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1259669.500000 Penalty: 3101.947021
	Iteration 32Q: 3 clusters Score -1259670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1259672.875000 Penalty: 3101.947021
	Iteration 33Q: 3 clusters Score -1259673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1259677.375000 Penalty: 3101.947021
	Iteration 34Q: 3 clusters Score -1259677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1259680.500000 Penalty: 3101.947021
	Iteration 35Q: 3 clusters Score -1259680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1259686.000000 Penalty: 3101.947021
	Iteration 36Q: 3 clusters Score -1259686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1259687.375000 Penalty: 3101.947021
	Iteration 37Q: 3 clusters Score -1259687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1259693.500000 Penalty: 3101.947021
	Iteration 38Q: 3 clusters Score -1259694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1259699.125000 Penalty: 3101.947021
	Iteration 39Q: 3 clusters Score -1259699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1259704.000000 Penalty: 3101.947021
	Iteration 40F: 3 clusters Score -1259704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1259711.750000 Penalty: 3101.947021
	Iteration 41Q: 3 clusters Score -1259712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1259713.625000 Penalty: 3101.947021
	Iteration 42Q: 3 clusters Score -1259714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1259717.750000 Penalty: 3101.947021
	Iteration 43Q: 3 clusters Score -1259718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1259722.750000 Penalty: 3101.947021
	Iteration 44Q: 3 clusters Score -1259723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1259724.000000 Penalty: 3101.947021
	Iteration 45Q: 3 clusters Score -1259724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1259724.375000 Penalty: 3101.947021
	Iteration 46Q: 3 clusters Score -1259724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1259724.625000 Penalty: 3101.947021
	Iteration 47Q: 3 clusters Score -1259725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1259727.375000 Penalty: 3101.947021
	Iteration 48Q: 3 clusters Score -1259727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1259730.000000 Penalty: 3101.947021
	Iteration 49Q: 3 clusters Score -1259730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1259729.875000 Penalty: 3101.947021
	Iteration 50Q: 3 clusters Score -1259730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1259733.000000 Penalty: 3101.947021
	Iteration 51Q: 3 clusters Score -1259733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1259736.000000 Penalty: 3101.947021
	Iteration 52Q: 3 clusters Score -1259736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1259738.250000 Penalty: 3101.947021
	Iteration 53Q: 3 clusters Score -1259738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1259742.125000 Penalty: 3101.947021
	Iteration 54Q: 3 clusters Score -1259742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1259742.750000 Penalty: 3101.947021
	Iteration 55Q: 3 clusters Score -1259743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1259744.375000 Penalty: 3101.947021
	Iteration 56Q: 3 clusters Score -1259744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1259745.750000 Penalty: 3101.947021
	Iteration 57Q: 3 clusters Score -1259746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1259746.625000 Penalty: 3101.947021
	Iteration 58Q: 3 clusters Score -1259747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1259747.500000 Penalty: 3101.947021
	Iteration 59Q: 3 clusters Score -1259748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1259748.000000 Penalty: 3101.947021
	Iteration 60F: 3 clusters Score -1259748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -624320.937500 Penalty: 1447.310913
	Iteration 0F: 2 clusters Score -624320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -618809.500000 Penalty: 2894.621826
	Iteration 0F: 3 clusters Score -618809.5 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -620742.625000 Penalty: 2894.621826
	Iteration 1F: 3 clusters Score -620742.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -621156.750000 Penalty: 2894.621826
	Iteration 2F: 3 clusters Score -621156.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -621562.125000 Penalty: 2894.621826
	Iteration 3F: 3 clusters Score -621562.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -622005.125000 Penalty: 2894.621826
	Iteration 4F: 3 clusters Score -622005.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -622404.125000 Penalty: 2894.621826
	Iteration 5F: 3 clusters Score -622404.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -622686.000000 Penalty: 2894.621826
	Iteration 6F: 3 clusters Score -622686 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -622903.375000 Penalty: 2894.621826
	Iteration 7Q: 3 clusters Score -622903.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -623072.625000 Penalty: 2894.621826
	Iteration 8Q: 3 clusters Score -623072.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -623181.062500 Penalty: 2894.621826
	Iteration 9Q: 3 clusters Score -623181.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -623236.937500 Penalty: 2894.621826
	Iteration 10Q: 3 clusters Score -623236.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -623266.812500 Penalty: 2894.621826
	Iteration 11Q: 3 clusters Score -623266.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -623279.250000 Penalty: 2894.621826
	Iteration 12Q: 3 clusters Score -623279.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -623286.375000 Penalty: 2894.621826
	Iteration 13Q: 3 clusters Score -623286.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -623293.312500 Penalty: 2894.621826
	Iteration 14Q: 3 clusters Score -623293.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -623298.812500 Penalty: 2894.621826
	Iteration 15Q: 3 clusters Score -623298.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -623299.500000 Penalty: 2894.621826
	Iteration 16Q: 3 clusters Score -623299.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -623303.062500 Penalty: 2894.621826
	Iteration 17Q: 3 clusters Score -623303.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -623305.562500 Penalty: 2894.621826
	Iteration 18Q: 3 clusters Score -623305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -623308.375000 Penalty: 2894.621826
	Iteration 19Q: 3 clusters Score -623308.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -623311.875000 Penalty: 2894.621826
	Iteration 20F: 3 clusters Score -623311.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -623313.750000 Penalty: 2894.621826
	Iteration 21Q: 3 clusters Score -623313.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -623316.875000 Penalty: 2894.621826
	Iteration 22Q: 3 clusters Score -623316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -623319.250000 Penalty: 2894.621826
	Iteration 23Q: 3 clusters Score -623319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -623319.687500 Penalty: 2894.621826
	Iteration 24Q: 3 clusters Score -623319.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -623320.875000 Penalty: 2894.621826
	Iteration 25Q: 3 clusters Score -623320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -623319.875000 Penalty: 2894.621826
	Iteration 26Q: 3 clusters Score -623319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -623321.875000 Penalty: 2894.621826
	Iteration 27Q: 3 clusters Score -623321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -623321.625000 Penalty: 2894.621826
	Iteration 28Q: 3 clusters Score -623321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -623322.000000 Penalty: 2894.621826
	Iteration 29Q: 3 clusters Score -623322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -623322.937500 Penalty: 2894.621826
	Iteration 30Q: 3 clusters Score -623322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -623322.500000 Penalty: 2894.621826
	Iteration 31Q: 3 clusters Score -623322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -623323.250000 Penalty: 2894.621826
	Iteration 32Q: 3 clusters Score -623323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -623322.875000 Penalty: 2894.621826
	Iteration 33Q: 3 clusters Score -623322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -623322.875000 Penalty: 2894.621826
	Iteration 34F: 3 clusters Score -623322.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98784 members 
Entering Unmasked Estep 
Score: -9373800.000000 Penalty: 1868.862183
	Iteration 0F: 2 clusters Score -9373800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -9308072.000000 Penalty: 3737.724365
	Iteration 0F: 3 clusters Score -9308072 nChanged 47061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -9336352.000000 Penalty: 3737.724365
	Iteration 1F: 3 clusters Score -9336352 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -9338162.000000 Penalty: 3737.724365
	Iteration 2Q: 3 clusters Score -9338162 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -9341397.000000 Penalty: 3737.724365
	Iteration 3F: 3 clusters Score -9341397 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -9346542.000000 Penalty: 3737.724365
	Iteration 4F: 3 clusters Score -9346542 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -9353435.000000 Penalty: 3737.724365
	Iteration 5F: 3 clusters Score -9353435 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 77020 members 
Entering Unmasked Estep 
Score: -9360242.000000 Penalty: 3737.724365
	Iteration 6F: 3 clusters Score -9360242 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -9364534.000000 Penalty: 3737.724365
	Iteration 7F: 3 clusters Score -9364534 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -9366898.000000 Penalty: 3737.724365
	Iteration 8Q: 3 clusters Score -9366898 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -9368024.000000 Penalty: 3737.724365
	Iteration 9Q: 3 clusters Score -9368024 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -9368816.000000 Penalty: 3737.724365
	Iteration 10Q: 3 clusters Score -9368816 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -9369491.000000 Penalty: 3737.724365
	Iteration 11Q: 3 clusters Score -9369491 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -9369961.000000 Penalty: 3737.724365
	Iteration 12Q: 3 clusters Score -9369961 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -9370253.000000 Penalty: 3737.724365
	Iteration 13Q: 3 clusters Score -9370253 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -9370586.000000 Penalty: 3737.724365
	Iteration 14Q: 3 clusters Score -9370586 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -9370846.000000 Penalty: 3737.724365
	Iteration 15Q: 3 clusters Score -9370846 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -9371073.000000 Penalty: 3737.724365
	Iteration 16Q: 3 clusters Score -9371073 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -9371300.000000 Penalty: 3737.724365
	Iteration 17Q: 3 clusters Score -9371300 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -9371510.000000 Penalty: 3737.724365
	Iteration 18Q: 3 clusters Score -9371510 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -9371669.000000 Penalty: 3737.724365
	Iteration 19Q: 3 clusters Score -9371669 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -9371811.000000 Penalty: 3737.724365
	Iteration 20F: 3 clusters Score -9371811 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
Score: -9371909.000000 Penalty: 3737.724365
	Iteration 21Q: 3 clusters Score -9371909 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -9372028.000000 Penalty: 3737.724365
	Iteration 22Q: 3 clusters Score -9372028 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -9372162.000000 Penalty: 3737.724365
	Iteration 23Q: 3 clusters Score -9372162 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -9372267.000000 Penalty: 3737.724365
	Iteration 24Q: 3 clusters Score -9372267 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -9372370.000000 Penalty: 3737.724365
	Iteration 25Q: 3 clusters Score -9372370 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -9372407.000000 Penalty: 3737.724365
	Iteration 26Q: 3 clusters Score -9372407 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -9372455.000000 Penalty: 3737.724365
	Iteration 27Q: 3 clusters Score -9372455 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -9372511.000000 Penalty: 3737.724365
	Iteration 28Q: 3 clusters Score -9372511 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -9372554.000000 Penalty: 3737.724365
	Iteration 29Q: 3 clusters Score -9372554 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -9372603.000000 Penalty: 3737.724365
	Iteration 30Q: 3 clusters Score -9372603 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -9372611.000000 Penalty: 3737.724365
	Iteration 31Q: 3 clusters Score -9372611 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 96652 members 
Entering Unmasked Estep 
Score: -9372656.000000 Penalty: 3737.724365
	Iteration 32Q: 3 clusters Score -9372656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -9372658.000000 Penalty: 3737.724365
	Iteration 33Q: 3 clusters Score -9372658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -9372636.000000 Penalty: 3737.724365
	Iteration 34Q: 3 clusters Score -9372636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -9372655.000000 Penalty: 3737.724365
	Iteration 35Q: 3 clusters Score -9372655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -9372671.000000 Penalty: 3737.724365
	Iteration 36Q: 3 clusters Score -9372671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -9372680.000000 Penalty: 3737.724365
	Iteration 37Q: 3 clusters Score -9372680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -9372688.000000 Penalty: 3737.724365
	Iteration 38Q: 3 clusters Score -9372688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -9372693.000000 Penalty: 3737.724365
	Iteration 39Q: 3 clusters Score -9372693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -9372710.000000 Penalty: 3737.724365
	Iteration 40F: 3 clusters Score -9372710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 97162 members 
Entering Unmasked Estep 
Score: -9372704.000000 Penalty: 3737.724365
	Iteration 41Q: 3 clusters Score -9372704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -9372707.000000 Penalty: 3737.724365
	Iteration 42Q: 3 clusters Score -9372707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -9372720.000000 Penalty: 3737.724365
	Iteration 43Q: 3 clusters Score -9372720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -9372735.000000 Penalty: 3737.724365
	Iteration 44Q: 3 clusters Score -9372735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -9372729.000000 Penalty: 3737.724365
	Iteration 45Q: 3 clusters Score -9372729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -9372745.000000 Penalty: 3737.724365
	Iteration 46Q: 3 clusters Score -9372745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
Score: -9372732.000000 Penalty: 3737.724365
	Iteration 47Q: 3 clusters Score -9372732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -9372744.000000 Penalty: 3737.724365
	Iteration 48Q: 3 clusters Score -9372744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -9372741.000000 Penalty: 3737.724365
	Iteration 49Q: 3 clusters Score -9372741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -9372748.000000 Penalty: 3737.724365
	Iteration 50Q: 3 clusters Score -9372748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -9372744.000000 Penalty: 3737.724365
	Iteration 51Q: 3 clusters Score -9372744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -9372744.000000 Penalty: 3737.724365
	Iteration 52F: 3 clusters Score -9372744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -16055.083984 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -16055.08 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 127 members 
Entering Unmasked Estep 
Score: -15303.990234 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -15303.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15397.630859 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -15397.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15412.190430 Penalty: 1779.850586
	Iteration 2Q: 3 clusters Score -15412.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15425.884766 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -15425.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15426.212891 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -15426.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15426.212891 Penalty: 1779.850586
	Iteration 5F: 3 clusters Score -15426.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187471 members 
Entering Unmasked Estep 
Score: -17462658.000000 Penalty: 1972.974121
	Iteration 0F: 2 clusters Score -1.746266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -17339488.000000 Penalty: 3945.948242
	Iteration 0F: 3 clusters Score -1.733949e+07 nChanged 91102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -17394228.000000 Penalty: 3945.948242
	Iteration 1F: 3 clusters Score -1.739423e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100194 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -17396004.000000 Penalty: 3945.948242
	Iteration 2Q: 3 clusters Score -1.7396e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103386 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -17399092.000000 Penalty: 3945.948242
	Iteration 3Q: 3 clusters Score -1.739909e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 80067 members 
Entering Unmasked Estep 
Score: -17404262.000000 Penalty: 3945.948242
	Iteration 4F: 3 clusters Score -1.740426e+07 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -17411708.000000 Penalty: 3945.948242
	Iteration 5F: 3 clusters Score -1.741171e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117608 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -17420786.000000 Penalty: 3945.948242
	Iteration 6F: 3 clusters Score -1.742079e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121376 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -17429154.000000 Penalty: 3945.948242
	Iteration 7F: 3 clusters Score -1.742915e+07 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -17434614.000000 Penalty: 3945.948242
	Iteration 8F: 3 clusters Score -1.743461e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122623 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -17436834.000000 Penalty: 3945.948242
	Iteration 9Q: 3 clusters Score -1.743683e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121862 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -17437712.000000 Penalty: 3945.948242
	Iteration 10Q: 3 clusters Score -1.743771e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -17438166.000000 Penalty: 3945.948242
	Iteration 11Q: 3 clusters Score -1.743817e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119580 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -17438430.000000 Penalty: 3945.948242
	Iteration 12Q: 3 clusters Score -1.743843e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -17438776.000000 Penalty: 3945.948242
	Iteration 13Q: 3 clusters Score -1.743878e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116698 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -17439038.000000 Penalty: 3945.948242
	Iteration 14Q: 3 clusters Score -1.743904e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -17439440.000000 Penalty: 3945.948242
	Iteration 15Q: 3 clusters Score -1.743944e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -17439806.000000 Penalty: 3945.948242
	Iteration 16Q: 3 clusters Score -1.743981e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -17440080.000000 Penalty: 3945.948242
	Iteration 17Q: 3 clusters Score -1.744008e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -17440380.000000 Penalty: 3945.948242
	Iteration 18Q: 3 clusters Score -1.744038e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -17440786.000000 Penalty: 3945.948242
	Iteration 19Q: 3 clusters Score -1.744079e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -17441192.000000 Penalty: 3945.948242
	Iteration 20F: 3 clusters Score -1.744119e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105757 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -17441396.000000 Penalty: 3945.948242
	Iteration 21Q: 3 clusters Score -1.74414e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -17441678.000000 Penalty: 3945.948242
	Iteration 22Q: 3 clusters Score -1.744168e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -17441896.000000 Penalty: 3945.948242
	Iteration 23Q: 3 clusters Score -1.74419e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -17442016.000000 Penalty: 3945.948242
	Iteration 24Q: 3 clusters Score -1.744202e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -17442076.000000 Penalty: 3945.948242
	Iteration 25Q: 3 clusters Score -1.744208e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -17442098.000000 Penalty: 3945.948242
	Iteration 26Q: 3 clusters Score -1.74421e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -17442126.000000 Penalty: 3945.948242
	Iteration 27Q: 3 clusters Score -1.744213e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -17442184.000000 Penalty: 3945.948242
	Iteration 28Q: 3 clusters Score -1.744218e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 92268 members 
Entering Unmasked Estep 
Score: -17442238.000000 Penalty: 3945.948242
	Iteration 29Q: 3 clusters Score -1.744224e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -17442358.000000 Penalty: 3945.948242
	Iteration 30Q: 3 clusters Score -1.744236e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -17442406.000000 Penalty: 3945.948242
	Iteration 31Q: 3 clusters Score -1.744241e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -17442406.000000 Penalty: 3945.948242
	Iteration 32Q: 3 clusters Score -1.744241e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -17442508.000000 Penalty: 3945.948242
	Iteration 33Q: 3 clusters Score -1.744251e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -17442584.000000 Penalty: 3945.948242
	Iteration 34Q: 3 clusters Score -1.744258e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -17442576.000000 Penalty: 3945.948242
	Iteration 35Q: 3 clusters Score -1.744258e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -17442594.000000 Penalty: 3945.948242
	Iteration 36Q: 3 clusters Score -1.744259e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 100161 members 
Entering Unmasked Estep 
Score: -17442616.000000 Penalty: 3945.948242
	Iteration 37Q: 3 clusters Score -1.744262e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -17442650.000000 Penalty: 3945.948242
	Iteration 38Q: 3 clusters Score -1.744265e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -17442640.000000 Penalty: 3945.948242
	Iteration 39Q: 3 clusters Score -1.744264e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -17442622.000000 Penalty: 3945.948242
	Iteration 40F: 3 clusters Score -1.744262e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -17442586.000000 Penalty: 3945.948242
	Iteration 41Q: 3 clusters Score -1.744259e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 103919 members 
Entering Unmasked Estep 
Score: -17442504.000000 Penalty: 3945.948242
	Iteration 42Q: 3 clusters Score -1.74425e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 104686 members 
Entering Unmasked Estep 
Score: -17442484.000000 Penalty: 3945.948242
	Iteration 43Q: 3 clusters Score -1.744248e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -17442422.000000 Penalty: 3945.948242
	Iteration 44Q: 3 clusters Score -1.744242e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -17442434.000000 Penalty: 3945.948242
	Iteration 45Q: 3 clusters Score -1.744243e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -17442452.000000 Penalty: 3945.948242
	Iteration 46Q: 3 clusters Score -1.744245e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -17442384.000000 Penalty: 3945.948242
	Iteration 47Q: 3 clusters Score -1.744238e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 108341 members 
Entering Unmasked Estep 
Score: -17442332.000000 Penalty: 3945.948242
	Iteration 48Q: 3 clusters Score -1.744233e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -17442290.000000 Penalty: 3945.948242
	Iteration 49Q: 3 clusters Score -1.744229e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -17442256.000000 Penalty: 3945.948242
	Iteration 50Q: 3 clusters Score -1.744226e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -17442262.000000 Penalty: 3945.948242
	Iteration 51Q: 3 clusters Score -1.744226e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -17442228.000000 Penalty: 3945.948242
	Iteration 52Q: 3 clusters Score -1.744223e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 111556 members 
Entering Unmasked Estep 
Score: -17442236.000000 Penalty: 3945.948242
	Iteration 53Q: 3 clusters Score -1.744224e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -17442184.000000 Penalty: 3945.948242
	Iteration 54Q: 3 clusters Score -1.744218e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 112714 members 
Entering Unmasked Estep 
Score: -17442148.000000 Penalty: 3945.948242
	Iteration 55Q: 3 clusters Score -1.744215e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -17442130.000000 Penalty: 3945.948242
	Iteration 56Q: 3 clusters Score -1.744213e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -17442064.000000 Penalty: 3945.948242
	Iteration 57Q: 3 clusters Score -1.744206e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 114306 members 
Entering Unmasked Estep 
Score: -17441978.000000 Penalty: 3945.948242
	Iteration 58Q: 3 clusters Score -1.744198e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -17441948.000000 Penalty: 3945.948242
	Iteration 59Q: 3 clusters Score -1.744195e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -17441864.000000 Penalty: 3945.948242
	Iteration 60F: 3 clusters Score -1.744186e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 116241 members 
Entering Unmasked Estep 
Score: -17441786.000000 Penalty: 3945.948242
	Iteration 61Q: 3 clusters Score -1.744179e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 116960 members 
Entering Unmasked Estep 
Score: -17441732.000000 Penalty: 3945.948242
	Iteration 62Q: 3 clusters Score -1.744173e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 117719 members 
Entering Unmasked Estep 
Score: -17441776.000000 Penalty: 3945.948242
	Iteration 63Q: 3 clusters Score -1.744178e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 118509 members 
Entering Unmasked Estep 
Score: -17441738.000000 Penalty: 3945.948242
	Iteration 64Q: 3 clusters Score -1.744174e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -17441738.000000 Penalty: 3945.948242
	Iteration 65Q: 3 clusters Score -1.744174e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 120231 members 
Entering Unmasked Estep 
Score: -17441724.000000 Penalty: 3945.948242
	Iteration 66Q: 3 clusters Score -1.744172e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -17441650.000000 Penalty: 3945.948242
	Iteration 67Q: 3 clusters Score -1.744165e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 122209 members 
Entering Unmasked Estep 
Score: -17441642.000000 Penalty: 3945.948242
	Iteration 68Q: 3 clusters Score -1.744164e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -17441610.000000 Penalty: 3945.948242
	Iteration 69Q: 3 clusters Score -1.744161e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 124402 members 
Entering Unmasked Estep 
Score: -17441596.000000 Penalty: 3945.948242
	Iteration 70Q: 3 clusters Score -1.74416e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 125560 members 
Entering Unmasked Estep 
Score: -17441638.000000 Penalty: 3945.948242
	Iteration 71Q: 3 clusters Score -1.744164e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -17441676.000000 Penalty: 3945.948242
	Iteration 72Q: 3 clusters Score -1.744168e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 128206 members 
Entering Unmasked Estep 
Score: -17441702.000000 Penalty: 3945.948242
	Iteration 73Q: 3 clusters Score -1.74417e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 129826 members 
Entering Unmasked Estep 
Score: -17441816.000000 Penalty: 3945.948242
	Iteration 74Q: 3 clusters Score -1.744182e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 131562 members 
Entering Unmasked Estep 
Score: -17441930.000000 Penalty: 3945.948242
	Iteration 75Q: 3 clusters Score -1.744193e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 133539 members 
Entering Unmasked Estep 
Score: -17442194.000000 Penalty: 3945.948242
	Iteration 76Q: 3 clusters Score -1.744219e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 135627 members 
Entering Unmasked Estep 
Score: -17442470.000000 Penalty: 3945.948242
	Iteration 77Q: 3 clusters Score -1.744247e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 138035 members 
Entering Unmasked Estep 
Score: -17442840.000000 Penalty: 3945.948242
	Iteration 78Q: 3 clusters Score -1.744284e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 140661 members 
Entering Unmasked Estep 
Score: -17443254.000000 Penalty: 3945.948242
	Iteration 79Q: 3 clusters Score -1.744325e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 143583 members 
Entering Unmasked Estep 
Score: -17443944.000000 Penalty: 3945.948242
	Iteration 80F: 3 clusters Score -1.744394e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 146863 members 
Entering Unmasked Estep 
Score: -17444894.000000 Penalty: 3945.948242
	Iteration 81Q: 3 clusters Score -1.744489e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -17446306.000000 Penalty: 3945.948242
	Iteration 82Q: 3 clusters Score -1.744631e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 154418 members 
Entering Unmasked Estep 
Score: -17448118.000000 Penalty: 3945.948242
	Iteration 83Q: 3 clusters Score -1.744812e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -17449906.000000 Penalty: 3945.948242
	Iteration 84Q: 3 clusters Score -1.744991e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 162409 members 
Entering Unmasked Estep 
Score: -17451640.000000 Penalty: 3945.948242
	Iteration 85Q: 3 clusters Score -1.745164e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 166204 members 
Entering Unmasked Estep 
Score: -17453312.000000 Penalty: 3945.948242
	Iteration 86Q: 3 clusters Score -1.745331e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 169790 members 
Entering Unmasked Estep 
Score: -17454960.000000 Penalty: 3945.948242
	Iteration 87Q: 3 clusters Score -1.745496e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 172975 members 
Entering Unmasked Estep 
Score: -17456352.000000 Penalty: 3945.948242
	Iteration 88Q: 3 clusters Score -1.745635e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 175749 members 
Entering Unmasked Estep 
Score: -17457456.000000 Penalty: 3945.948242
	Iteration 89Q: 3 clusters Score -1.745746e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 178006 members 
Entering Unmasked Estep 
Score: -17458294.000000 Penalty: 3945.948242
	Iteration 90Q: 3 clusters Score -1.745829e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 179898 members 
Entering Unmasked Estep 
Score: -17459012.000000 Penalty: 3945.948242
	Iteration 91Q: 3 clusters Score -1.745901e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 181469 members 
Entering Unmasked Estep 
Score: -17459554.000000 Penalty: 3945.948242
	Iteration 92Q: 3 clusters Score -1.745955e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 182743 members 
Entering Unmasked Estep 
Score: -17459992.000000 Penalty: 3945.948242
	Iteration 93Q: 3 clusters Score -1.745999e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 183687 members 
Entering Unmasked Estep 
Score: -17460252.000000 Penalty: 3945.948242
	Iteration 94Q: 3 clusters Score -1.746025e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 184361 members 
Entering Unmasked Estep 
Score: -17460446.000000 Penalty: 3945.948242
	Iteration 95Q: 3 clusters Score -1.746045e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 184864 members 
Entering Unmasked Estep 
Score: -17460584.000000 Penalty: 3945.948242
	Iteration 96Q: 3 clusters Score -1.746058e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 185244 members 
Entering Unmasked Estep 
Score: -17460766.000000 Penalty: 3945.948242
	Iteration 97Q: 3 clusters Score -1.746077e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 185529 members 
Entering Unmasked Estep 
Score: -17460898.000000 Penalty: 3945.948242
	Iteration 98Q: 3 clusters Score -1.74609e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 185734 members 
Entering Unmasked Estep 
Score: -17461012.000000 Penalty: 3945.948242
	Iteration 99Q: 3 clusters Score -1.746101e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 185898 members 
Entering Unmasked Estep 
Score: -17461026.000000 Penalty: 3945.948242
	Iteration 100F: 3 clusters Score -1.746103e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 186011 members 
Entering Unmasked Estep 
Score: -17461082.000000 Penalty: 3945.948242
	Iteration 101Q: 3 clusters Score -1.746108e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 186125 members 
Entering Unmasked Estep 
Score: -17461164.000000 Penalty: 3945.948242
	Iteration 102Q: 3 clusters Score -1.746116e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 186206 members 
Entering Unmasked Estep 
Score: -17461204.000000 Penalty: 3945.948242
	Iteration 103Q: 3 clusters Score -1.74612e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 186276 members 
Entering Unmasked Estep 
Score: -17461252.000000 Penalty: 3945.948242
	Iteration 104Q: 3 clusters Score -1.746125e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 186329 members 
Entering Unmasked Estep 
Score: -17461284.000000 Penalty: 3945.948242
	Iteration 105Q: 3 clusters Score -1.746128e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 186378 members 
Entering Unmasked Estep 
Score: -17461314.000000 Penalty: 3945.948242
	Iteration 106Q: 3 clusters Score -1.746131e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 186418 members 
Entering Unmasked Estep 
Score: -17461336.000000 Penalty: 3945.948242
	Iteration 107Q: 3 clusters Score -1.746134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 186443 members 
Entering Unmasked Estep 
Score: -17461392.000000 Penalty: 3945.948242
	Iteration 108Q: 3 clusters Score -1.746139e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 186462 members 
Entering Unmasked Estep 
Score: -17461436.000000 Penalty: 3945.948242
	Iteration 109Q: 3 clusters Score -1.746144e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 186463 members 
Entering Unmasked Estep 
Score: -17461454.000000 Penalty: 3945.948242
	Iteration 110Q: 3 clusters Score -1.746145e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 186474 members 
Entering Unmasked Estep 
Score: -17461486.000000 Penalty: 3945.948242
	Iteration 111Q: 3 clusters Score -1.746149e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 186479 members 
Entering Unmasked Estep 
Score: -17461486.000000 Penalty: 3945.948242
	Iteration 112Q: 3 clusters Score -1.746149e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 186480 members 
Entering Unmasked Estep 
Score: -17461524.000000 Penalty: 3945.948242
	Iteration 113Q: 3 clusters Score -1.746152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 186484 members 
Entering Unmasked Estep 
Score: -17461534.000000 Penalty: 3945.948242
	Iteration 114Q: 3 clusters Score -1.746153e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 186470 members 
Entering Unmasked Estep 
Score: -17461566.000000 Penalty: 3945.948242
	Iteration 115Q: 3 clusters Score -1.746157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -17461578.000000 Penalty: 3945.948242
	Iteration 116Q: 3 clusters Score -1.746158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 186477 members 
Entering Unmasked Estep 
Score: -17461606.000000 Penalty: 3945.948242
	Iteration 117Q: 3 clusters Score -1.746161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -17461588.000000 Penalty: 3945.948242
	Iteration 118Q: 3 clusters Score -1.746159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 186471 members 
Entering Unmasked Estep 
Score: -17461578.000000 Penalty: 3945.948242
	Iteration 119Q: 3 clusters Score -1.746158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 186468 members 
Entering Unmasked Estep 
Score: -17461608.000000 Penalty: 3945.948242
	Iteration 120F: 3 clusters Score -1.746161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 186448 members 
Entering Unmasked Estep 
Score: -17461620.000000 Penalty: 3945.948242
	Iteration 121Q: 3 clusters Score -1.746162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 186429 members 
Entering Unmasked Estep 
Score: -17461638.000000 Penalty: 3945.948242
	Iteration 122Q: 3 clusters Score -1.746164e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 186404 members 
Entering Unmasked Estep 
Score: -17461694.000000 Penalty: 3945.948242
	Iteration 123Q: 3 clusters Score -1.746169e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 186384 members 
Entering Unmasked Estep 
Score: -17461716.000000 Penalty: 3945.948242
	Iteration 124Q: 3 clusters Score -1.746172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 186368 members 
Entering Unmasked Estep 
Score: -17461752.000000 Penalty: 3945.948242
	Iteration 125Q: 3 clusters Score -1.746175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -17461766.000000 Penalty: 3945.948242
	Iteration 126Q: 3 clusters Score -1.746177e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 186327 members 
Entering Unmasked Estep 
Score: -17461790.000000 Penalty: 3945.948242
	Iteration 127Q: 3 clusters Score -1.746179e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 186305 members 
Entering Unmasked Estep 
Score: -17461822.000000 Penalty: 3945.948242
	Iteration 128Q: 3 clusters Score -1.746182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 186288 members 
Entering Unmasked Estep 
Score: -17461846.000000 Penalty: 3945.948242
	Iteration 129Q: 3 clusters Score -1.746185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 186266 members 
Entering Unmasked Estep 
Score: -17461868.000000 Penalty: 3945.948242
	Iteration 130Q: 3 clusters Score -1.746187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 186250 members 
Entering Unmasked Estep 
Score: -17461880.000000 Penalty: 3945.948242
	Iteration 131Q: 3 clusters Score -1.746188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 186215 members 
Entering Unmasked Estep 
Score: -17461846.000000 Penalty: 3945.948242
	Iteration 132Q: 3 clusters Score -1.746185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 186191 members 
Entering Unmasked Estep 
Score: -17461862.000000 Penalty: 3945.948242
	Iteration 133Q: 3 clusters Score -1.746186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 186164 members 
Entering Unmasked Estep 
Score: -17461902.000000 Penalty: 3945.948242
	Iteration 134Q: 3 clusters Score -1.74619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 186148 members 
Entering Unmasked Estep 
Score: -17461920.000000 Penalty: 3945.948242
	Iteration 135Q: 3 clusters Score -1.746192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 186130 members 
Entering Unmasked Estep 
Score: -17461916.000000 Penalty: 3945.948242
	Iteration 136Q: 3 clusters Score -1.746192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 186120 members 
Entering Unmasked Estep 
Score: -17461918.000000 Penalty: 3945.948242
	Iteration 137Q: 3 clusters Score -1.746192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 186115 members 
Entering Unmasked Estep 
Score: -17461930.000000 Penalty: 3945.948242
	Iteration 138Q: 3 clusters Score -1.746193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 186110 members 
Entering Unmasked Estep 
Score: -17461912.000000 Penalty: 3945.948242
	Iteration 139Q: 3 clusters Score -1.746191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 186099 members 
Entering Unmasked Estep 
Score: -17461918.000000 Penalty: 3945.948242
	Iteration 140F: 3 clusters Score -1.746192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 186072 members 
Entering Unmasked Estep 
Score: -17461926.000000 Penalty: 3945.948242
	Iteration 141Q: 3 clusters Score -1.746193e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 186048 members 
Entering Unmasked Estep 
Score: -17461934.000000 Penalty: 3945.948242
	Iteration 142Q: 3 clusters Score -1.746193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 186027 members 
Entering Unmasked Estep 
Score: -17461946.000000 Penalty: 3945.948242
	Iteration 143Q: 3 clusters Score -1.746195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 186012 members 
Entering Unmasked Estep 
Score: -17461948.000000 Penalty: 3945.948242
	Iteration 144Q: 3 clusters Score -1.746195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 185997 members 
Entering Unmasked Estep 
Score: -17461968.000000 Penalty: 3945.948242
	Iteration 145Q: 3 clusters Score -1.746197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 185982 members 
Entering Unmasked Estep 
Score: -17461976.000000 Penalty: 3945.948242
	Iteration 146Q: 3 clusters Score -1.746198e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 185955 members 
Entering Unmasked Estep 
Score: -17461990.000000 Penalty: 3945.948242
	Iteration 147Q: 3 clusters Score -1.746199e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 185932 members 
Entering Unmasked Estep 
Score: -17461984.000000 Penalty: 3945.948242
	Iteration 148Q: 3 clusters Score -1.746198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 185908 members 
Entering Unmasked Estep 
Score: -17462006.000000 Penalty: 3945.948242
	Iteration 149Q: 3 clusters Score -1.746201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 185892 members 
Entering Unmasked Estep 
Score: -17462000.000000 Penalty: 3945.948242
	Iteration 150Q: 3 clusters Score -1.7462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 185870 members 
Entering Unmasked Estep 
Score: -17462024.000000 Penalty: 3945.948242
	Iteration 151Q: 3 clusters Score -1.746202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 185854 members 
Entering Unmasked Estep 
Score: -17462034.000000 Penalty: 3945.948242
	Iteration 152Q: 3 clusters Score -1.746203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 185829 members 
Entering Unmasked Estep 
Score: -17462054.000000 Penalty: 3945.948242
	Iteration 153Q: 3 clusters Score -1.746205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 185808 members 
Entering Unmasked Estep 
Score: -17462058.000000 Penalty: 3945.948242
	Iteration 154Q: 3 clusters Score -1.746206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 185795 members 
Entering Unmasked Estep 
Score: -17462054.000000 Penalty: 3945.948242
	Iteration 155Q: 3 clusters Score -1.746205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 185787 members 
Entering Unmasked Estep 
Score: -17462048.000000 Penalty: 3945.948242
	Iteration 156Q: 3 clusters Score -1.746205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 185785 members 
Entering Unmasked Estep 
Score: -17462056.000000 Penalty: 3945.948242
	Iteration 157Q: 3 clusters Score -1.746206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 185780 members 
Entering Unmasked Estep 
Score: -17462052.000000 Penalty: 3945.948242
	Iteration 158Q: 3 clusters Score -1.746205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 185780 members 
Entering Unmasked Estep 
Score: -17462052.000000 Penalty: 3945.948242
	Iteration 159Q: 3 clusters Score -1.746205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 185780 members 
Entering Unmasked Estep 
Score: -17462052.000000 Penalty: 3945.948242
	Iteration 160F: 3 clusters Score -1.746205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Entering Unmasked Estep 
Score: -4789909.000000 Penalty: 1759.824463
	Iteration 0F: 2 clusters Score -4789909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4756118.500000 Penalty: 3519.648926
	Iteration 0F: 3 clusters Score -4756118 nChanged 23642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4769586.000000 Penalty: 3519.648926
	Iteration 1F: 3 clusters Score -4769586 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4770147.000000 Penalty: 3519.648926
	Iteration 2Q: 3 clusters Score -4770147 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4770828.500000 Penalty: 3519.648926
	Iteration 3Q: 3 clusters Score -4770828 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -4771744.500000 Penalty: 3519.648926
	Iteration 4Q: 3 clusters Score -4771744 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4772927.500000 Penalty: 3519.648926
	Iteration 5Q: 3 clusters Score -4772928 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -4774597.500000 Penalty: 3519.648926
	Iteration 6F: 3 clusters Score -4774598 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4776799.500000 Penalty: 3519.648926
	Iteration 7F: 3 clusters Score -4776800 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -4779231.500000 Penalty: 3519.648926
	Iteration 8F: 3 clusters Score -4779232 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4781133.000000 Penalty: 3519.648926
	Iteration 9F: 3 clusters Score -4781133 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4782032.500000 Penalty: 3519.648926
	Iteration 10Q: 3 clusters Score -4782032 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4782496.000000 Penalty: 3519.648926
	Iteration 11Q: 3 clusters Score -4782496 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4782747.500000 Penalty: 3519.648926
	Iteration 12Q: 3 clusters Score -4782748 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4782968.000000 Penalty: 3519.648926
	Iteration 13Q: 3 clusters Score -4782968 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4783148.500000 Penalty: 3519.648926
	Iteration 14Q: 3 clusters Score -4783148 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -4783345.500000 Penalty: 3519.648926
	Iteration 15Q: 3 clusters Score -4783346 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4783480.000000 Penalty: 3519.648926
	Iteration 16Q: 3 clusters Score -4783480 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4783614.000000 Penalty: 3519.648926
	Iteration 17Q: 3 clusters Score -4783614 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4783773.500000 Penalty: 3519.648926
	Iteration 18Q: 3 clusters Score -4783774 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4783869.500000 Penalty: 3519.648926
	Iteration 19Q: 3 clusters Score -4783870 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4783962.500000 Penalty: 3519.648926
	Iteration 20F: 3 clusters Score -4783962 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -4784046.500000 Penalty: 3519.648926
	Iteration 21Q: 3 clusters Score -4784046 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -4784113.500000 Penalty: 3519.648926
	Iteration 22Q: 3 clusters Score -4784114 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4784193.000000 Penalty: 3519.648926
	Iteration 23Q: 3 clusters Score -4784193 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4784257.500000 Penalty: 3519.648926
	Iteration 24Q: 3 clusters Score -4784258 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4784345.000000 Penalty: 3519.648926
	Iteration 25Q: 3 clusters Score -4784345 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4784419.000000 Penalty: 3519.648926
	Iteration 26Q: 3 clusters Score -4784419 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4784494.000000 Penalty: 3519.648926
	Iteration 27Q: 3 clusters Score -4784494 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4784577.500000 Penalty: 3519.648926
	Iteration 28Q: 3 clusters Score -4784578 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4784655.000000 Penalty: 3519.648926
	Iteration 29Q: 3 clusters Score -4784655 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4784770.000000 Penalty: 3519.648926
	Iteration 30Q: 3 clusters Score -4784770 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4784876.500000 Penalty: 3519.648926
	Iteration 31Q: 3 clusters Score -4784876 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4784983.000000 Penalty: 3519.648926
	Iteration 32Q: 3 clusters Score -4784983 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -4785093.000000 Penalty: 3519.648926
	Iteration 33Q: 3 clusters Score -4785093 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4785209.000000 Penalty: 3519.648926
	Iteration 34Q: 3 clusters Score -4785209 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4785327.000000 Penalty: 3519.648926
	Iteration 35Q: 3 clusters Score -4785327 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4785460.000000 Penalty: 3519.648926
	Iteration 36Q: 3 clusters Score -4785460 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4785588.500000 Penalty: 3519.648926
	Iteration 37Q: 3 clusters Score -4785588 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4785738.000000 Penalty: 3519.648926
	Iteration 38Q: 3 clusters Score -4785738 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -4785924.000000 Penalty: 3519.648926
	Iteration 39Q: 3 clusters Score -4785924 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -4786047.000000 Penalty: 3519.648926
	Iteration 40F: 3 clusters Score -4786047 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4786154.000000 Penalty: 3519.648926
	Iteration 41Q: 3 clusters Score -4786154 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4786296.000000 Penalty: 3519.648926
	Iteration 42Q: 3 clusters Score -4786296 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -4786431.500000 Penalty: 3519.648926
	Iteration 43Q: 3 clusters Score -4786432 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -4786541.500000 Penalty: 3519.648926
	Iteration 44Q: 3 clusters Score -4786542 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4786697.500000 Penalty: 3519.648926
	Iteration 45Q: 3 clusters Score -4786698 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -4786837.500000 Penalty: 3519.648926
	Iteration 46Q: 3 clusters Score -4786838 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -4786995.000000 Penalty: 3519.648926
	Iteration 47Q: 3 clusters Score -4786995 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -4787106.000000 Penalty: 3519.648926
	Iteration 48Q: 3 clusters Score -4787106 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -4787238.500000 Penalty: 3519.648926
	Iteration 49Q: 3 clusters Score -4787238 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -4787347.000000 Penalty: 3519.648926
	Iteration 50Q: 3 clusters Score -4787347 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -4787466.500000 Penalty: 3519.648926
	Iteration 51Q: 3 clusters Score -4787466 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -4787575.500000 Penalty: 3519.648926
	Iteration 52Q: 3 clusters Score -4787576 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -4787700.500000 Penalty: 3519.648926
	Iteration 53Q: 3 clusters Score -4787700 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -4787808.000000 Penalty: 3519.648926
	Iteration 54Q: 3 clusters Score -4787808 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -4787921.500000 Penalty: 3519.648926
	Iteration 55Q: 3 clusters Score -4787922 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -4788017.500000 Penalty: 3519.648926
	Iteration 56Q: 3 clusters Score -4788018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -4788085.000000 Penalty: 3519.648926
	Iteration 57Q: 3 clusters Score -4788085 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -4788139.000000 Penalty: 3519.648926
	Iteration 58Q: 3 clusters Score -4788139 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -4788197.000000 Penalty: 3519.648926
	Iteration 59Q: 3 clusters Score -4788197 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -4788272.000000 Penalty: 3519.648926
	Iteration 60F: 3 clusters Score -4788272 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -4788304.000000 Penalty: 3519.648926
	Iteration 61Q: 3 clusters Score -4788304 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -4788321.000000 Penalty: 3519.648926
	Iteration 62Q: 3 clusters Score -4788321 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -4788359.500000 Penalty: 3519.648926
	Iteration 63Q: 3 clusters Score -4788360 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -4788392.500000 Penalty: 3519.648926
	Iteration 64Q: 3 clusters Score -4788392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -4788397.000000 Penalty: 3519.648926
	Iteration 65Q: 3 clusters Score -4788397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -4788425.000000 Penalty: 3519.648926
	Iteration 66Q: 3 clusters Score -4788425 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -4788453.000000 Penalty: 3519.648926
	Iteration 67Q: 3 clusters Score -4788453 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -4788479.000000 Penalty: 3519.648926
	Iteration 68Q: 3 clusters Score -4788479 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -4788491.000000 Penalty: 3519.648926
	Iteration 69Q: 3 clusters Score -4788491 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -4788511.000000 Penalty: 3519.648926
	Iteration 70Q: 3 clusters Score -4788511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -4788525.000000 Penalty: 3519.648926
	Iteration 71Q: 3 clusters Score -4788525 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -4788539.000000 Penalty: 3519.648926
	Iteration 72Q: 3 clusters Score -4788539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -4788544.500000 Penalty: 3519.648926
	Iteration 73Q: 3 clusters Score -4788544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -4788544.000000 Penalty: 3519.648926
	Iteration 74Q: 3 clusters Score -4788544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -4788565.500000 Penalty: 3519.648926
	Iteration 75Q: 3 clusters Score -4788566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -4788579.000000 Penalty: 3519.648926
	Iteration 76Q: 3 clusters Score -4788579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -4788592.000000 Penalty: 3519.648926
	Iteration 77Q: 3 clusters Score -4788592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -4788599.000000 Penalty: 3519.648926
	Iteration 78Q: 3 clusters Score -4788599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -4788603.000000 Penalty: 3519.648926
	Iteration 79Q: 3 clusters Score -4788603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -4788627.500000 Penalty: 3519.648926
	Iteration 80F: 3 clusters Score -4788628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -4788633.000000 Penalty: 3519.648926
	Iteration 81Q: 3 clusters Score -4788633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -4788647.500000 Penalty: 3519.648926
	Iteration 82Q: 3 clusters Score -4788648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -4788658.000000 Penalty: 3519.648926
	Iteration 83Q: 3 clusters Score -4788658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -4788674.000000 Penalty: 3519.648926
	Iteration 84Q: 3 clusters Score -4788674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -4788668.500000 Penalty: 3519.648926
	Iteration 85Q: 3 clusters Score -4788668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -4788672.000000 Penalty: 3519.648926
	Iteration 86Q: 3 clusters Score -4788672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -4788681.000000 Penalty: 3519.648926
	Iteration 87Q: 3 clusters Score -4788681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -4788688.000000 Penalty: 3519.648926
	Iteration 88Q: 3 clusters Score -4788688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -4788697.500000 Penalty: 3519.648926
	Iteration 89Q: 3 clusters Score -4788698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -4788692.000000 Penalty: 3519.648926
	Iteration 90Q: 3 clusters Score -4788692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -4788694.500000 Penalty: 3519.648926
	Iteration 91Q: 3 clusters Score -4788694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -4788709.500000 Penalty: 3519.648926
	Iteration 92Q: 3 clusters Score -4788710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -4788714.500000 Penalty: 3519.648926
	Iteration 93Q: 3 clusters Score -4788714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -4788715.000000 Penalty: 3519.648926
	Iteration 94Q: 3 clusters Score -4788715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -4788728.000000 Penalty: 3519.648926
	Iteration 95Q: 3 clusters Score -4788728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -4788737.000000 Penalty: 3519.648926
	Iteration 96Q: 3 clusters Score -4788737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -4788739.500000 Penalty: 3519.648926
	Iteration 97Q: 3 clusters Score -4788740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -4788739.000000 Penalty: 3519.648926
	Iteration 98Q: 3 clusters Score -4788739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -4788736.000000 Penalty: 3519.648926
	Iteration 99Q: 3 clusters Score -4788736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -4788737.000000 Penalty: 3519.648926
	Iteration 100F: 3 clusters Score -4788737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -4788736.500000 Penalty: 3519.648926
	Iteration 101Q: 3 clusters Score -4788736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -4788739.500000 Penalty: 3519.648926
	Iteration 102Q: 3 clusters Score -4788740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -4788742.000000 Penalty: 3519.648926
	Iteration 103Q: 3 clusters Score -4788742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -4788743.000000 Penalty: 3519.648926
	Iteration 104Q: 3 clusters Score -4788743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -4788742.000000 Penalty: 3519.648926
	Iteration 105Q: 3 clusters Score -4788742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -4788738.000000 Penalty: 3519.648926
	Iteration 106Q: 3 clusters Score -4788738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -4788742.500000 Penalty: 3519.648926
	Iteration 107Q: 3 clusters Score -4788742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -4788741.500000 Penalty: 3519.648926
	Iteration 108Q: 3 clusters Score -4788742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -4788739.500000 Penalty: 3519.648926
	Iteration 109Q: 3 clusters Score -4788740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -4788746.500000 Penalty: 3519.648926
	Iteration 110Q: 3 clusters Score -4788746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -4788744.000000 Penalty: 3519.648926
	Iteration 111Q: 3 clusters Score -4788744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -4788746.000000 Penalty: 3519.648926
	Iteration 112Q: 3 clusters Score -4788746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -4788746.000000 Penalty: 3519.648926
	Iteration 113F: 3 clusters Score -4788746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179096 members 
Mstep: Class 8 contains 40155 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53704 members 
Mstep: Class 16 contains 66682 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 7380 members 
Mstep: Class 19 contains 98784 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187471 members 
Mstep: Class 23 contains 50498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455772.000000 Penalty: 39473.859375
Iteration 79Q: 19 clusters Score -6.645577e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179079 members 
Mstep: Class 8 contains 40155 members 
Mstep: Class 9 contains 10221 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 15 contains 53712 members 
Mstep: Class 16 contains 66696 members 
Mstep: Class 17 contains 14001 members 
Mstep: Class 18 contains 7372 members 
Mstep: Class 19 contains 98802 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187463 members 
Mstep: Class 23 contains 50498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455892.000000 Penalty: 39473.859375
Iteration 80F: 19 clusters Score -6.645589e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 179065 members 
Mstep: Class 8 contains 40160 members 
Mstep: Class 9 contains 10186 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53719 members 
Mstep: Class 16 contains 66708 members 
Mstep: Class 17 contains 14025 members 
Mstep: Class 18 contains 7370 members 
Mstep: Class 19 contains 98816 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187449 members 
Mstep: Class 23 contains 50500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66455944.000000 Penalty: 39473.859375
Iteration 81Q: 19 clusters Score -6.645594e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179054 members 
Mstep: Class 8 contains 40167 members 
Mstep: Class 9 contains 10154 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53720 members 
Mstep: Class 16 contains 66719 members 
Mstep: Class 17 contains 14047 members 
Mstep: Class 18 contains 7369 members 
Mstep: Class 19 contains 98825 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187445 members 
Mstep: Class 23 contains 50498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456044.000000 Penalty: 39473.859375
Iteration 82Q: 19 clusters Score -6.645604e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179044 members 
Mstep: Class 8 contains 40177 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53721 members 
Mstep: Class 16 contains 66727 members 
Mstep: Class 17 contains 14073 members 
Mstep: Class 18 contains 7368 members 
Mstep: Class 19 contains 98841 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187439 members 
Mstep: Class 23 contains 50494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456068.000000 Penalty: 39473.859375
Iteration 83Q: 19 clusters Score -6.645607e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179041 members 
Mstep: Class 8 contains 40182 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53728 members 
Mstep: Class 16 contains 66730 members 
Mstep: Class 17 contains 14115 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 19 contains 98850 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187426 members 
Mstep: Class 23 contains 50494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456104.000000 Penalty: 39473.859375
Iteration 84Q: 19 clusters Score -6.64561e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179043 members 
Mstep: Class 8 contains 40184 members 
Mstep: Class 9 contains 10020 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53732 members 
Mstep: Class 16 contains 66735 members 
Mstep: Class 17 contains 14154 members 
Mstep: Class 18 contains 7363 members 
Mstep: Class 19 contains 98856 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187420 members 
Mstep: Class 23 contains 50491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456032.000000 Penalty: 39473.859375
Iteration 85Q: 19 clusters Score -6.645603e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179049 members 
Mstep: Class 8 contains 40186 members 
Mstep: Class 9 contains 9970 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53738 members 
Mstep: Class 16 contains 66735 members 
Mstep: Class 17 contains 14205 members 
Mstep: Class 18 contains 7359 members 
Mstep: Class 19 contains 98860 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187412 members 
Mstep: Class 23 contains 50485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456032.000000 Penalty: 39473.859375
Iteration 86Q: 19 clusters Score -6.645603e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179043 members 
Mstep: Class 8 contains 40186 members 
Mstep: Class 9 contains 9925 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53740 members 
Mstep: Class 16 contains 66739 members 
Mstep: Class 17 contains 14244 members 
Mstep: Class 18 contains 7360 members 
Mstep: Class 19 contains 98869 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187407 members 
Mstep: Class 23 contains 50485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456184.000000 Penalty: 39473.859375
Iteration 87Q: 19 clusters Score -6.645618e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179041 members 
Mstep: Class 8 contains 40190 members 
Mstep: Class 9 contains 9886 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53743 members 
Mstep: Class 16 contains 66739 members 
Mstep: Class 17 contains 14285 members 
Mstep: Class 18 contains 7358 members 
Mstep: Class 19 contains 98880 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187391 members 
Mstep: Class 23 contains 50485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456156.000000 Penalty: 39473.859375
Iteration 88Q: 19 clusters Score -6.645616e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179047 members 
Mstep: Class 8 contains 40193 members 
Mstep: Class 9 contains 9848 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53749 members 
Mstep: Class 16 contains 66739 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 7358 members 
Mstep: Class 19 contains 98885 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187376 members 
Mstep: Class 23 contains 50485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456160.000000 Penalty: 39473.859375
Iteration 89Q: 19 clusters Score -6.645616e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179056 members 
Mstep: Class 8 contains 40194 members 
Mstep: Class 9 contains 9813 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53754 members 
Mstep: Class 16 contains 66743 members 
Mstep: Class 17 contains 14357 members 
Mstep: Class 18 contains 7354 members 
Mstep: Class 19 contains 98893 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187352 members 
Mstep: Class 23 contains 50485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456188.000000 Penalty: 39473.859375
Iteration 90Q: 19 clusters Score -6.645619e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179057 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 9792 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53757 members 
Mstep: Class 16 contains 66743 members 
Mstep: Class 17 contains 14382 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 98902 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187333 members 
Mstep: Class 23 contains 50485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456164.000000 Penalty: 39473.859375
Iteration 91Q: 19 clusters Score -6.645616e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179052 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 9763 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 66748 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 7349 members 
Mstep: Class 19 contains 98913 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187318 members 
Mstep: Class 23 contains 50485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456160.000000 Penalty: 39473.859375
Iteration 92Q: 19 clusters Score -6.645616e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179048 members 
Mstep: Class 8 contains 40202 members 
Mstep: Class 9 contains 9730 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 66750 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 98921 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187310 members 
Mstep: Class 23 contains 50486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456172.000000 Penalty: 39473.859375
Iteration 93Q: 19 clusters Score -6.645617e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179052 members 
Mstep: Class 8 contains 40204 members 
Mstep: Class 9 contains 9697 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 66749 members 
Mstep: Class 17 contains 14470 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 98932 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187296 members 
Mstep: Class 23 contains 50486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456168.000000 Penalty: 39473.859375
Iteration 94Q: 19 clusters Score -6.645617e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179054 members 
Mstep: Class 8 contains 40204 members 
Mstep: Class 9 contains 9650 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53773 members 
Mstep: Class 16 contains 66752 members 
Mstep: Class 17 contains 14508 members 
Mstep: Class 18 contains 7348 members 
Mstep: Class 19 contains 98936 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187292 members 
Mstep: Class 23 contains 50484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456180.000000 Penalty: 39473.859375
Iteration 95Q: 19 clusters Score -6.645618e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179059 members 
Mstep: Class 8 contains 40206 members 
Mstep: Class 9 contains 9604 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53781 members 
Mstep: Class 16 contains 66751 members 
Mstep: Class 17 contains 14555 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 98939 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187278 members 
Mstep: Class 23 contains 50482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456228.000000 Penalty: 39473.859375
Iteration 96Q: 19 clusters Score -6.645623e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179061 members 
Mstep: Class 8 contains 40207 members 
Mstep: Class 9 contains 9565 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53784 members 
Mstep: Class 16 contains 66751 members 
Mstep: Class 17 contains 14602 members 
Mstep: Class 18 contains 7344 members 
Mstep: Class 19 contains 98943 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187268 members 
Mstep: Class 23 contains 50480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456288.000000 Penalty: 39473.859375
Iteration 97Q: 19 clusters Score -6.645629e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179066 members 
Mstep: Class 8 contains 40206 members 
Mstep: Class 9 contains 9523 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53789 members 
Mstep: Class 16 contains 66752 members 
Mstep: Class 17 contains 14642 members 
Mstep: Class 18 contains 7344 members 
Mstep: Class 19 contains 98944 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187263 members 
Mstep: Class 23 contains 50477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456220.000000 Penalty: 39473.859375
Iteration 98Q: 19 clusters Score -6.645622e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179069 members 
Mstep: Class 8 contains 40209 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53792 members 
Mstep: Class 16 contains 66754 members 
Mstep: Class 17 contains 14685 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 98948 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187255 members 
Mstep: Class 23 contains 50472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456180.000000 Penalty: 39473.859375
Iteration 99Q: 19 clusters Score -6.645618e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179069 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53793 members 
Mstep: Class 16 contains 66758 members 
Mstep: Class 17 contains 14730 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 98951 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187246 members 
Mstep: Class 23 contains 50472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456184.000000 Penalty: 39473.859375
Iteration 100F: 19 clusters Score -6.645618e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179062 members 
Mstep: Class 8 contains 40212 members 
Mstep: Class 9 contains 9405 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53801 members 
Mstep: Class 16 contains 66760 members 
Mstep: Class 17 contains 14764 members 
Mstep: Class 18 contains 7339 members 
Mstep: Class 19 contains 98958 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187233 members 
Mstep: Class 23 contains 50473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456136.000000 Penalty: 39473.859375
Iteration 101Q: 19 clusters Score -6.645614e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179055 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 9378 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53806 members 
Mstep: Class 16 contains 66762 members 
Mstep: Class 17 contains 14799 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 98959 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187223 members 
Mstep: Class 23 contains 50472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456196.000000 Penalty: 39473.859375
Iteration 102Q: 19 clusters Score -6.64562e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179052 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53810 members 
Mstep: Class 16 contains 66764 members 
Mstep: Class 17 contains 14834 members 
Mstep: Class 18 contains 7344 members 
Mstep: Class 19 contains 98961 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187222 members 
Mstep: Class 23 contains 50471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456152.000000 Penalty: 39473.859375
Iteration 103Q: 19 clusters Score -6.645615e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179054 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53814 members 
Mstep: Class 16 contains 66764 members 
Mstep: Class 17 contains 14877 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 98964 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187207 members 
Mstep: Class 23 contains 50474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456148.000000 Penalty: 39473.859375
Iteration 104Q: 19 clusters Score -6.645615e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179051 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53821 members 
Mstep: Class 16 contains 66766 members 
Mstep: Class 17 contains 14916 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 98969 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187199 members 
Mstep: Class 23 contains 50472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456152.000000 Penalty: 39473.859375
Iteration 105Q: 19 clusters Score -6.645615e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179047 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53827 members 
Mstep: Class 16 contains 66769 members 
Mstep: Class 17 contains 14959 members 
Mstep: Class 18 contains 7324 members 
Mstep: Class 19 contains 98973 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187191 members 
Mstep: Class 23 contains 50475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456144.000000 Penalty: 39473.859375
Iteration 106Q: 19 clusters Score -6.645614e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179044 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 9183 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53835 members 
Mstep: Class 16 contains 66772 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 7318 members 
Mstep: Class 19 contains 98982 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187174 members 
Mstep: Class 23 contains 50475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456084.000000 Penalty: 39473.859375
Iteration 107Q: 19 clusters Score -6.645608e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179039 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53847 members 
Mstep: Class 16 contains 66775 members 
Mstep: Class 17 contains 15059 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 98989 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187151 members 
Mstep: Class 23 contains 50475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456160.000000 Penalty: 39473.859375
Iteration 108Q: 19 clusters Score -6.645616e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179028 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53861 members 
Mstep: Class 16 contains 66776 members 
Mstep: Class 17 contains 15103 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 98999 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187130 members 
Mstep: Class 23 contains 50477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456168.000000 Penalty: 39473.859375
Iteration 109Q: 19 clusters Score -6.645617e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179016 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 9073 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53873 members 
Mstep: Class 16 contains 66784 members 
Mstep: Class 17 contains 15139 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 19 contains 99009 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187114 members 
Mstep: Class 23 contains 50475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456276.000000 Penalty: 39473.859375
Iteration 110Q: 19 clusters Score -6.645628e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179011 members 
Mstep: Class 8 contains 40218 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53879 members 
Mstep: Class 16 contains 66789 members 
Mstep: Class 17 contains 15183 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 99022 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187093 members 
Mstep: Class 23 contains 50474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456308.000000 Penalty: 39473.859375
Iteration 111Q: 19 clusters Score -6.645631e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179011 members 
Mstep: Class 8 contains 40217 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 53888 members 
Mstep: Class 16 contains 66795 members 
Mstep: Class 17 contains 15230 members 
Mstep: Class 18 contains 7303 members 
Mstep: Class 19 contains 99029 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187067 members 
Mstep: Class 23 contains 50472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456444.000000 Penalty: 39473.859375
Iteration 112Q: 19 clusters Score -6.645644e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179007 members 
Mstep: Class 8 contains 40218 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 53893 members 
Mstep: Class 16 contains 66805 members 
Mstep: Class 17 contains 15279 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 99043 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187035 members 
Mstep: Class 23 contains 50467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456496.000000 Penalty: 39473.859375
Iteration 113Q: 19 clusters Score -6.64565e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 179002 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 8925 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 15 contains 53898 members 
Mstep: Class 16 contains 66808 members 
Mstep: Class 17 contains 15331 members 
Mstep: Class 18 contains 7296 members 
Mstep: Class 19 contains 99055 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187013 members 
Mstep: Class 23 contains 50463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456548.000000 Penalty: 39473.859375
Iteration 114Q: 19 clusters Score -6.645655e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 178994 members 
Mstep: Class 8 contains 40215 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53906 members 
Mstep: Class 16 contains 66808 members 
Mstep: Class 17 contains 15372 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 19 contains 99062 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187008 members 
Mstep: Class 23 contains 50459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456524.000000 Penalty: 39473.859375
Iteration 115Q: 19 clusters Score -6.645652e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 178986 members 
Mstep: Class 8 contains 40215 members 
Mstep: Class 9 contains 8851 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53912 members 
Mstep: Class 16 contains 66808 members 
Mstep: Class 17 contains 15414 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 19 contains 99068 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 187001 members 
Mstep: Class 23 contains 50458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456512.000000 Penalty: 39473.859375
Iteration 116Q: 19 clusters Score -6.645651e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 178980 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53916 members 
Mstep: Class 16 contains 66811 members 
Mstep: Class 17 contains 15452 members 
Mstep: Class 18 contains 7294 members 
Mstep: Class 19 contains 99074 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 186992 members 
Mstep: Class 23 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456560.000000 Penalty: 39473.859375
Iteration 117Q: 19 clusters Score -6.645656e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 178972 members 
Mstep: Class 8 contains 40217 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53918 members 
Mstep: Class 16 contains 66812 members 
Mstep: Class 17 contains 15481 members 
Mstep: Class 18 contains 7291 members 
Mstep: Class 19 contains 99078 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 186993 members 
Mstep: Class 23 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456600.000000 Penalty: 39473.859375
Iteration 118Q: 19 clusters Score -6.64566e+07 nChanged 78
Entering ConstructFrom: 
Score: -66456600.000000 Penalty: 39473.859375
Entering ConstructFrom: 
Trying to split cluster 1 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -21588.507812 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -21588.51 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 228 members 
Entering Unmasked Estep 
Score: -20709.566406 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -20709.57 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21266.873047 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -21266.87 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21546.707031 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -21546.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21704.171875 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -21704.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21769.160156 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -21769.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21788.685547 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -21788.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21801.166016 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -21801.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21820.441406 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -21820.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21825.851562 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -21825.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21830.097656 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -21830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21830.097656 Penalty: 1995.462402
	Iteration 10F: 3 clusters Score -21830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 137 members 
Mstep: Class 6 contains 178976 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53918 members 
Mstep: Class 16 contains 66813 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 7287 members 
Mstep: Class 19 contains 99077 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 186990 members 
Mstep: Class 23 contains 50461 members 
Entering Unmasked Estep 
Score: -66455644.000000 Penalty: 41666.851562
Splitting cluster 1 changes total score from -66456600.000000 to -66455644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -42613.855469 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -42613.86 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 289 members 
Entering Unmasked Estep 
Score: -41690.761719 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -41690.76 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -42218.187500 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -42218.19 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42573.199219 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -42573.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -42718.855469 Penalty: 2064.037842
	Iteration 3F: 3 clusters Score -42718.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -42770.097656 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -42770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -42789.464844 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -42789.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -42795.156250 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -42795.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -42805.355469 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -42805.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -42810.941406 Penalty: 2064.037842
	Iteration 8Q: 3 clusters Score -42810.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42817.390625 Penalty: 2064.037842
	Iteration 9Q: 3 clusters Score -42817.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -42821.542969 Penalty: 2064.037842
	Iteration 10Q: 3 clusters Score -42821.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -42836.089844 Penalty: 2064.037842
	Iteration 11Q: 3 clusters Score -42836.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42841.742188 Penalty: 2064.037842
	Iteration 12Q: 3 clusters Score -42841.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42846.546875 Penalty: 2064.037842
	Iteration 13Q: 3 clusters Score -42846.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42846.546875 Penalty: 2064.037842
	Iteration 14F: 3 clusters Score -42846.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 130 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 443 members 
Mstep: Class 6 contains 178976 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53918 members 
Mstep: Class 16 contains 66813 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 7287 members 
Mstep: Class 19 contains 99077 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 186990 members 
Mstep: Class 23 contains 50461 members 
Entering Unmasked Estep 
Score: -66455716.000000 Penalty: 41666.851562
Splitting cluster 2 changes total score from -66456600.000000 to -66455716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -104703.687500 Penalty: 1158.510864
	Iteration 0F: 2 clusters Score -104703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -103130.640625 Penalty: 2317.021729
	Iteration 0F: 3 clusters Score -103130.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -103497.640625 Penalty: 2317.021729
	Iteration 1F: 3 clusters Score -103497.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -103631.492188 Penalty: 2317.021729
	Iteration 2F: 3 clusters Score -103631.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -103722.406250 Penalty: 2317.021729
	Iteration 3F: 3 clusters Score -103722.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -103773.750000 Penalty: 2317.021729
	Iteration 4Q: 3 clusters Score -103773.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -103809.671875 Penalty: 2317.021729
	Iteration 5Q: 3 clusters Score -103809.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -103835.093750 Penalty: 2317.021729
	Iteration 6Q: 3 clusters Score -103835.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -103854.554688 Penalty: 2317.021729
	Iteration 7Q: 3 clusters Score -103854.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -103879.578125 Penalty: 2317.021729
	Iteration 8Q: 3 clusters Score -103879.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -103902.109375 Penalty: 2317.021729
	Iteration 9Q: 3 clusters Score -103902.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -103923.890625 Penalty: 2317.021729
	Iteration 10Q: 3 clusters Score -103923.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -103948.945312 Penalty: 2317.021729
	Iteration 11Q: 3 clusters Score -103948.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -103968.390625 Penalty: 2317.021729
	Iteration 12Q: 3 clusters Score -103968.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103979.078125 Penalty: 2317.021729
	Iteration 13Q: 3 clusters Score -103979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -103986.125000 Penalty: 2317.021729
	Iteration 14Q: 3 clusters Score -103986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103988.375000 Penalty: 2317.021729
	Iteration 15Q: 3 clusters Score -103988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103990.546875 Penalty: 2317.021729
	Iteration 16Q: 3 clusters Score -103990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -103992.593750 Penalty: 2317.021729
	Iteration 17Q: 3 clusters Score -103992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -103996.281250 Penalty: 2317.021729
	Iteration 18Q: 3 clusters Score -103996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -103997.375000 Penalty: 2317.021729
	Iteration 19Q: 3 clusters Score -103997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103998.835938 Penalty: 2317.021729
	Iteration 20F: 3 clusters Score -103998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -103999.773438 Penalty: 2317.021729
	Iteration 21Q: 3 clusters Score -103999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -104000.226562 Penalty: 2317.021729
	Iteration 22Q: 3 clusters Score -104000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -104001.382812 Penalty: 2317.021729
	Iteration 23Q: 3 clusters Score -104001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -104004.109375 Penalty: 2317.021729
	Iteration 24Q: 3 clusters Score -104004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -104007.187500 Penalty: 2317.021729
	Iteration 25Q: 3 clusters Score -104007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -104011.054688 Penalty: 2317.021729
	Iteration 26Q: 3 clusters Score -104011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -104013.406250 Penalty: 2317.021729
	Iteration 27Q: 3 clusters Score -104013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -104014.375000 Penalty: 2317.021729
	Iteration 28Q: 3 clusters Score -104014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -104015.593750 Penalty: 2317.021729
	Iteration 29Q: 3 clusters Score -104015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -104016.515625 Penalty: 2317.021729
	Iteration 30Q: 3 clusters Score -104016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -104017.429688 Penalty: 2317.021729
	Iteration 31Q: 3 clusters Score -104017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -104020.617188 Penalty: 2317.021729
	Iteration 32Q: 3 clusters Score -104020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -104023.343750 Penalty: 2317.021729
	Iteration 33Q: 3 clusters Score -104023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -104027.960938 Penalty: 2317.021729
	Iteration 34Q: 3 clusters Score -104028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -104030.000000 Penalty: 2317.021729
	Iteration 35Q: 3 clusters Score -104030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -104032.093750 Penalty: 2317.021729
	Iteration 36Q: 3 clusters Score -104032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -104032.093750 Penalty: 2317.021729
	Iteration 37F: 3 clusters Score -104032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -82596.851562 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -82596.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -81257.570312 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -81257.57 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -81963.398438 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -81963.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -82347.437500 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -82347.44 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82537.984375 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -82537.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -82662.984375 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -82662.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -82772.046875 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -82772.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -82951.109375 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -82951.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -83128.000000 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -83128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83346.312500 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -83346.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83491.562500 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -83491.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -83586.335938 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -83586.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83677.664062 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -83677.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83694.429688 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -83694.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83699.312500 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -83699.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83704.078125 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -83704.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83705.570312 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -83705.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83705.843750 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -83705.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83707.125000 Penalty: 2279.230225
	Iteration 17F: 3 clusters Score -83707.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83709.890625 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -83709.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83711.695312 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -83711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83713.117188 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -83713.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83714.523438 Penalty: 2279.230225
	Iteration 21Q: 3 clusters Score -83714.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83716.312500 Penalty: 2279.230225
	Iteration 22Q: 3 clusters Score -83716.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83716.648438 Penalty: 2279.230225
	Iteration 23Q: 3 clusters Score -83716.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83716.648438 Penalty: 2279.230225
	Iteration 24F: 3 clusters Score -83716.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 178976 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53918 members 
Mstep: Class 16 contains 66813 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 7287 members 
Mstep: Class 19 contains 99077 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 186990 members 
Mstep: Class 23 contains 50461 members 
Entering Unmasked Estep 
Score: -66456692.000000 Penalty: 41666.851562
Splitting cluster 4 changes total score from -66456600.000000 to -66456692.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (178976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178976 members 
Entering Unmasked Estep 
Score: -16707172.000000 Penalty: 1965.438599
	Iteration 0F: 2 clusters Score -1.670717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -16590828.000000 Penalty: 3930.877197
	Iteration 0F: 3 clusters Score -1.659083e+07 nChanged 86547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -16643382.000000 Penalty: 3930.877197
	Iteration 1F: 3 clusters Score -1.664338e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -16646266.000000 Penalty: 3930.877197
	Iteration 2Q: 3 clusters Score -1.664627e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -16650185.000000 Penalty: 3930.877197
	Iteration 3Q: 3 clusters Score -1.665018e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -16655329.000000 Penalty: 3930.877197
	Iteration 4F: 3 clusters Score -1.665533e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -16661548.000000 Penalty: 3930.877197
	Iteration 5F: 3 clusters Score -1.666155e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -16668235.000000 Penalty: 3930.877197
	Iteration 6F: 3 clusters Score -1.666824e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -16674371.000000 Penalty: 3930.877197
	Iteration 7F: 3 clusters Score -1.667437e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124356 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -16679833.000000 Penalty: 3930.877197
	Iteration 8F: 3 clusters Score -1.667983e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128164 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -16683728.000000 Penalty: 3930.877197
	Iteration 9Q: 3 clusters Score -1.668373e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131417 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -16686376.000000 Penalty: 3930.877197
	Iteration 10Q: 3 clusters Score -1.668638e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134358 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -16688009.000000 Penalty: 3930.877197
	Iteration 11Q: 3 clusters Score -1.668801e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137313 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -16689214.000000 Penalty: 3930.877197
	Iteration 12Q: 3 clusters Score -1.668921e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140142 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -16690340.000000 Penalty: 3930.877197
	Iteration 13Q: 3 clusters Score -1.669034e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -16691277.000000 Penalty: 3930.877197
	Iteration 14Q: 3 clusters Score -1.669128e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -16692264.000000 Penalty: 3930.877197
	Iteration 15Q: 3 clusters Score -1.669226e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148796 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -16693504.000000 Penalty: 3930.877197
	Iteration 16Q: 3 clusters Score -1.66935e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151834 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -16695043.000000 Penalty: 3930.877197
	Iteration 17Q: 3 clusters Score -1.669504e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155142 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -16696597.000000 Penalty: 3930.877197
	Iteration 18Q: 3 clusters Score -1.66966e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158557 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -16698128.000000 Penalty: 3930.877197
	Iteration 19Q: 3 clusters Score -1.669813e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -16699529.000000 Penalty: 3930.877197
	Iteration 20F: 3 clusters Score -1.669953e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165441 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -16701030.000000 Penalty: 3930.877197
	Iteration 21Q: 3 clusters Score -1.670103e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168588 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -16702329.000000 Penalty: 3930.877197
	Iteration 22Q: 3 clusters Score -1.670233e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171338 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -16703479.000000 Penalty: 3930.877197
	Iteration 23Q: 3 clusters Score -1.670348e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173545 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -16704274.000000 Penalty: 3930.877197
	Iteration 24Q: 3 clusters Score -1.670427e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175201 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -16704842.000000 Penalty: 3930.877197
	Iteration 25Q: 3 clusters Score -1.670484e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176317 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -16705209.000000 Penalty: 3930.877197
	Iteration 26Q: 3 clusters Score -1.670521e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177034 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -16705467.000000 Penalty: 3930.877197
	Iteration 27Q: 3 clusters Score -1.670547e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177500 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16705592.000000 Penalty: 3930.877197
	Iteration 28Q: 3 clusters Score -1.670559e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177775 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -16705696.000000 Penalty: 3930.877197
	Iteration 29Q: 3 clusters Score -1.67057e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177952 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16705777.000000 Penalty: 3930.877197
	Iteration 30Q: 3 clusters Score -1.670578e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178034 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16705817.000000 Penalty: 3930.877197
	Iteration 31Q: 3 clusters Score -1.670582e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178099 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -16705849.000000 Penalty: 3930.877197
	Iteration 32Q: 3 clusters Score -1.670585e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178146 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16705840.000000 Penalty: 3930.877197
	Iteration 33Q: 3 clusters Score -1.670584e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178189 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -16705852.000000 Penalty: 3930.877197
	Iteration 34Q: 3 clusters Score -1.670585e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178221 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16705871.000000 Penalty: 3930.877197
	Iteration 35Q: 3 clusters Score -1.670587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178242 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16705858.000000 Penalty: 3930.877197
	Iteration 36Q: 3 clusters Score -1.670586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178251 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -16705886.000000 Penalty: 3930.877197
	Iteration 37Q: 3 clusters Score -1.670589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178260 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16705875.000000 Penalty: 3930.877197
	Iteration 38Q: 3 clusters Score -1.670588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178266 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16705885.000000 Penalty: 3930.877197
	Iteration 39Q: 3 clusters Score -1.670588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -16705871.000000 Penalty: 3930.877197
	Iteration 40F: 3 clusters Score -1.670587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178275 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16705890.000000 Penalty: 3930.877197
	Iteration 41Q: 3 clusters Score -1.670589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -16705898.000000 Penalty: 3930.877197
	Iteration 42Q: 3 clusters Score -1.67059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178279 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16705896.000000 Penalty: 3930.877197
	Iteration 43Q: 3 clusters Score -1.67059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16705892.000000 Penalty: 3930.877197
	Iteration 44Q: 3 clusters Score -1.670589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16705892.000000 Penalty: 3930.877197
	Iteration 45F: 3 clusters Score -1.670589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Entering Unmasked Estep 
Score: -3816669.250000 Penalty: 1722.828247
	Iteration 0F: 2 clusters Score -3816669 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 20115 members 
Entering Unmasked Estep 
Score: -3789532.750000 Penalty: 3445.656494
	Iteration 0F: 3 clusters Score -3789533 nChanged 18764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3799943.500000 Penalty: 3445.656494
	Iteration 1F: 3 clusters Score -3799944 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3800347.000000 Penalty: 3445.656494
	Iteration 2Q: 3 clusters Score -3800347 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3800863.750000 Penalty: 3445.656494
	Iteration 3Q: 3 clusters Score -3800864 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3801521.250000 Penalty: 3445.656494
	Iteration 4Q: 3 clusters Score -3801521 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3802577.500000 Penalty: 3445.656494
	Iteration 5F: 3 clusters Score -3802578 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3804091.500000 Penalty: 3445.656494
	Iteration 6F: 3 clusters Score -3804092 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3806186.250000 Penalty: 3445.656494
	Iteration 7F: 3 clusters Score -3806186 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3808592.750000 Penalty: 3445.656494
	Iteration 8F: 3 clusters Score -3808593 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -3810693.750000 Penalty: 3445.656494
	Iteration 9F: 3 clusters Score -3810694 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3811824.500000 Penalty: 3445.656494
	Iteration 10Q: 3 clusters Score -3811824 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3812290.000000 Penalty: 3445.656494
	Iteration 11Q: 3 clusters Score -3812290 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3812579.500000 Penalty: 3445.656494
	Iteration 12Q: 3 clusters Score -3812580 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3812780.750000 Penalty: 3445.656494
	Iteration 13Q: 3 clusters Score -3812781 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3812957.000000 Penalty: 3445.656494
	Iteration 14Q: 3 clusters Score -3812957 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -3813123.750000 Penalty: 3445.656494
	Iteration 15Q: 3 clusters Score -3813124 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -3813257.000000 Penalty: 3445.656494
	Iteration 16Q: 3 clusters Score -3813257 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -3813369.000000 Penalty: 3445.656494
	Iteration 17Q: 3 clusters Score -3813369 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -3813483.000000 Penalty: 3445.656494
	Iteration 18Q: 3 clusters Score -3813483 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -3813611.750000 Penalty: 3445.656494
	Iteration 19Q: 3 clusters Score -3813612 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3813726.750000 Penalty: 3445.656494
	Iteration 20F: 3 clusters Score -3813727 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -3813859.250000 Penalty: 3445.656494
	Iteration 21Q: 3 clusters Score -3813859 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -3813993.500000 Penalty: 3445.656494
	Iteration 22Q: 3 clusters Score -3813994 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -3814105.250000 Penalty: 3445.656494
	Iteration 23Q: 3 clusters Score -3814105 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -3814202.750000 Penalty: 3445.656494
	Iteration 24Q: 3 clusters Score -3814203 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -3814300.750000 Penalty: 3445.656494
	Iteration 25Q: 3 clusters Score -3814301 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3814389.000000 Penalty: 3445.656494
	Iteration 26Q: 3 clusters Score -3814389 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -3814475.000000 Penalty: 3445.656494
	Iteration 27Q: 3 clusters Score -3814475 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -3814542.500000 Penalty: 3445.656494
	Iteration 28Q: 3 clusters Score -3814542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -3814610.000000 Penalty: 3445.656494
	Iteration 29Q: 3 clusters Score -3814610 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -3814674.750000 Penalty: 3445.656494
	Iteration 30Q: 3 clusters Score -3814675 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -3814719.000000 Penalty: 3445.656494
	Iteration 31Q: 3 clusters Score -3814719 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -3814764.250000 Penalty: 3445.656494
	Iteration 32Q: 3 clusters Score -3814764 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3814813.750000 Penalty: 3445.656494
	Iteration 33Q: 3 clusters Score -3814814 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -3814850.750000 Penalty: 3445.656494
	Iteration 34Q: 3 clusters Score -3814851 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -3814887.000000 Penalty: 3445.656494
	Iteration 35Q: 3 clusters Score -3814887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3814908.750000 Penalty: 3445.656494
	Iteration 36Q: 3 clusters Score -3814909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -3814927.250000 Penalty: 3445.656494
	Iteration 37Q: 3 clusters Score -3814927 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -3814965.250000 Penalty: 3445.656494
	Iteration 38Q: 3 clusters Score -3814965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -3814988.250000 Penalty: 3445.656494
	Iteration 39Q: 3 clusters Score -3814988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -3815012.750000 Penalty: 3445.656494
	Iteration 40F: 3 clusters Score -3815013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -3815033.500000 Penalty: 3445.656494
	Iteration 41Q: 3 clusters Score -3815034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -3815051.000000 Penalty: 3445.656494
	Iteration 42Q: 3 clusters Score -3815051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -3815070.250000 Penalty: 3445.656494
	Iteration 43Q: 3 clusters Score -3815070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -3815086.000000 Penalty: 3445.656494
	Iteration 44Q: 3 clusters Score -3815086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -3815101.000000 Penalty: 3445.656494
	Iteration 45Q: 3 clusters Score -3815101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -3815110.000000 Penalty: 3445.656494
	Iteration 46Q: 3 clusters Score -3815110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -3815110.000000 Penalty: 3445.656494
	Iteration 47Q: 3 clusters Score -3815110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -3815112.500000 Penalty: 3445.656494
	Iteration 48Q: 3 clusters Score -3815112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -3815123.750000 Penalty: 3445.656494
	Iteration 49Q: 3 clusters Score -3815124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -3815115.000000 Penalty: 3445.656494
	Iteration 50Q: 3 clusters Score -3815115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -3815120.750000 Penalty: 3445.656494
	Iteration 51Q: 3 clusters Score -3815121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -3815131.750000 Penalty: 3445.656494
	Iteration 52Q: 3 clusters Score -3815132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -3815142.000000 Penalty: 3445.656494
	Iteration 53Q: 3 clusters Score -3815142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -3815142.500000 Penalty: 3445.656494
	Iteration 54Q: 3 clusters Score -3815142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -3815142.000000 Penalty: 3445.656494
	Iteration 55Q: 3 clusters Score -3815142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -3815144.000000 Penalty: 3445.656494
	Iteration 56Q: 3 clusters Score -3815144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -3815149.500000 Penalty: 3445.656494
	Iteration 57Q: 3 clusters Score -3815150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -3815147.000000 Penalty: 3445.656494
	Iteration 58Q: 3 clusters Score -3815147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -3815147.000000 Penalty: 3445.656494
	Iteration 59Q: 3 clusters Score -3815147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -3815155.000000 Penalty: 3445.656494
	Iteration 60F: 3 clusters Score -3815155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -3815157.000000 Penalty: 3445.656494
	Iteration 61Q: 3 clusters Score -3815157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -3815163.500000 Penalty: 3445.656494
	Iteration 62Q: 3 clusters Score -3815164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -3815168.500000 Penalty: 3445.656494
	Iteration 63Q: 3 clusters Score -3815168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -3815169.750000 Penalty: 3445.656494
	Iteration 64Q: 3 clusters Score -3815170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -3815175.250000 Penalty: 3445.656494
	Iteration 65Q: 3 clusters Score -3815175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -3815173.250000 Penalty: 3445.656494
	Iteration 66Q: 3 clusters Score -3815173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -3815187.250000 Penalty: 3445.656494
	Iteration 67Q: 3 clusters Score -3815187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -3815196.250000 Penalty: 3445.656494
	Iteration 68Q: 3 clusters Score -3815196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -3815211.750000 Penalty: 3445.656494
	Iteration 69Q: 3 clusters Score -3815212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -3815221.000000 Penalty: 3445.656494
	Iteration 70Q: 3 clusters Score -3815221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -3815229.000000 Penalty: 3445.656494
	Iteration 71Q: 3 clusters Score -3815229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -3815233.750000 Penalty: 3445.656494
	Iteration 72Q: 3 clusters Score -3815234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -3815239.250000 Penalty: 3445.656494
	Iteration 73Q: 3 clusters Score -3815239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -3815241.250000 Penalty: 3445.656494
	Iteration 74Q: 3 clusters Score -3815241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -3815243.250000 Penalty: 3445.656494
	Iteration 75Q: 3 clusters Score -3815243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -3815245.500000 Penalty: 3445.656494
	Iteration 76Q: 3 clusters Score -3815246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -3815250.750000 Penalty: 3445.656494
	Iteration 77Q: 3 clusters Score -3815251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -3815247.750000 Penalty: 3445.656494
	Iteration 78Q: 3 clusters Score -3815248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -3815252.500000 Penalty: 3445.656494
	Iteration 79Q: 3 clusters Score -3815252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -3815251.250000 Penalty: 3445.656494
	Iteration 80F: 3 clusters Score -3815251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -3815255.000000 Penalty: 3445.656494
	Iteration 81Q: 3 clusters Score -3815255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -3815256.500000 Penalty: 3445.656494
	Iteration 82Q: 3 clusters Score -3815256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -3815256.750000 Penalty: 3445.656494
	Iteration 83Q: 3 clusters Score -3815257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -3815261.250000 Penalty: 3445.656494
	Iteration 84Q: 3 clusters Score -3815261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -3815268.000000 Penalty: 3445.656494
	Iteration 85Q: 3 clusters Score -3815268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -3815268.000000 Penalty: 3445.656494
	Iteration 86Q: 3 clusters Score -3815268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -3815265.000000 Penalty: 3445.656494
	Iteration 87Q: 3 clusters Score -3815265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -3815262.000000 Penalty: 3445.656494
	Iteration 88Q: 3 clusters Score -3815262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -3815262.000000 Penalty: 3445.656494
	Iteration 89F: 3 clusters Score -3815262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -787218.000000 Penalty: 1475.167114
	Iteration 0F: 2 clusters Score -787218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -780880.812500 Penalty: 2950.334229
	Iteration 0F: 3 clusters Score -780880.8 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -782835.750000 Penalty: 2950.334229
	Iteration 1F: 3 clusters Score -782835.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -783024.687500 Penalty: 2950.334229
	Iteration 2F: 3 clusters Score -783024.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -783166.562500 Penalty: 2950.334229
	Iteration 3Q: 3 clusters Score -783166.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -783269.750000 Penalty: 2950.334229
	Iteration 4Q: 3 clusters Score -783269.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -783356.437500 Penalty: 2950.334229
	Iteration 5Q: 3 clusters Score -783356.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -783423.375000 Penalty: 2950.334229
	Iteration 6Q: 3 clusters Score -783423.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -783482.125000 Penalty: 2950.334229
	Iteration 7Q: 3 clusters Score -783482.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -783538.187500 Penalty: 2950.334229
	Iteration 8Q: 3 clusters Score -783538.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -783593.125000 Penalty: 2950.334229
	Iteration 9Q: 3 clusters Score -783593.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -783645.125000 Penalty: 2950.334229
	Iteration 10Q: 3 clusters Score -783645.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -783703.000000 Penalty: 2950.334229
	Iteration 11Q: 3 clusters Score -783703 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -783768.125000 Penalty: 2950.334229
	Iteration 12Q: 3 clusters Score -783768.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -783846.500000 Penalty: 2950.334229
	Iteration 13Q: 3 clusters Score -783846.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -783936.062500 Penalty: 2950.334229
	Iteration 14Q: 3 clusters Score -783936.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -784044.875000 Penalty: 2950.334229
	Iteration 15Q: 3 clusters Score -784044.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -784158.062500 Penalty: 2950.334229
	Iteration 16Q: 3 clusters Score -784158.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -784278.687500 Penalty: 2950.334229
	Iteration 17Q: 3 clusters Score -784278.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -784413.437500 Penalty: 2950.334229
	Iteration 18Q: 3 clusters Score -784413.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -784543.437500 Penalty: 2950.334229
	Iteration 19Q: 3 clusters Score -784543.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -784657.250000 Penalty: 2950.334229
	Iteration 20F: 3 clusters Score -784657.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -784750.187500 Penalty: 2950.334229
	Iteration 21Q: 3 clusters Score -784750.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -784831.000000 Penalty: 2950.334229
	Iteration 22Q: 3 clusters Score -784831 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -784896.812500 Penalty: 2950.334229
	Iteration 23Q: 3 clusters Score -784896.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -784935.750000 Penalty: 2950.334229
	Iteration 24Q: 3 clusters Score -784935.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -784964.375000 Penalty: 2950.334229
	Iteration 25Q: 3 clusters Score -784964.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -784990.687500 Penalty: 2950.334229
	Iteration 26Q: 3 clusters Score -784990.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -785019.375000 Penalty: 2950.334229
	Iteration 27Q: 3 clusters Score -785019.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -785052.062500 Penalty: 2950.334229
	Iteration 28Q: 3 clusters Score -785052.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -785087.812500 Penalty: 2950.334229
	Iteration 29Q: 3 clusters Score -785087.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -785125.437500 Penalty: 2950.334229
	Iteration 30Q: 3 clusters Score -785125.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -785157.312500 Penalty: 2950.334229
	Iteration 31Q: 3 clusters Score -785157.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -785181.375000 Penalty: 2950.334229
	Iteration 32Q: 3 clusters Score -785181.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -785206.812500 Penalty: 2950.334229
	Iteration 33Q: 3 clusters Score -785206.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -785227.812500 Penalty: 2950.334229
	Iteration 34Q: 3 clusters Score -785227.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -785241.000000 Penalty: 2950.334229
	Iteration 35Q: 3 clusters Score -785241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -785254.375000 Penalty: 2950.334229
	Iteration 36Q: 3 clusters Score -785254.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -785266.125000 Penalty: 2950.334229
	Iteration 37Q: 3 clusters Score -785266.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -785280.125000 Penalty: 2950.334229
	Iteration 38Q: 3 clusters Score -785280.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -785298.625000 Penalty: 2950.334229
	Iteration 39Q: 3 clusters Score -785298.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -785312.000000 Penalty: 2950.334229
	Iteration 40F: 3 clusters Score -785312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -785336.437500 Penalty: 2950.334229
	Iteration 41Q: 3 clusters Score -785336.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -785361.062500 Penalty: 2950.334229
	Iteration 42Q: 3 clusters Score -785361.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -785376.937500 Penalty: 2950.334229
	Iteration 43Q: 3 clusters Score -785376.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -785396.937500 Penalty: 2950.334229
	Iteration 44Q: 3 clusters Score -785396.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -785414.500000 Penalty: 2950.334229
	Iteration 45Q: 3 clusters Score -785414.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -785429.187500 Penalty: 2950.334229
	Iteration 46Q: 3 clusters Score -785429.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -785444.500000 Penalty: 2950.334229
	Iteration 47Q: 3 clusters Score -785444.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -785462.187500 Penalty: 2950.334229
	Iteration 48Q: 3 clusters Score -785462.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -785477.812500 Penalty: 2950.334229
	Iteration 49Q: 3 clusters Score -785477.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -785485.375000 Penalty: 2950.334229
	Iteration 50Q: 3 clusters Score -785485.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -785495.375000 Penalty: 2950.334229
	Iteration 51Q: 3 clusters Score -785495.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -785500.937500 Penalty: 2950.334229
	Iteration 52Q: 3 clusters Score -785500.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -785503.250000 Penalty: 2950.334229
	Iteration 53Q: 3 clusters Score -785503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -785510.125000 Penalty: 2950.334229
	Iteration 54Q: 3 clusters Score -785510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -785513.625000 Penalty: 2950.334229
	Iteration 55Q: 3 clusters Score -785513.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -785516.937500 Penalty: 2950.334229
	Iteration 56Q: 3 clusters Score -785516.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -785521.187500 Penalty: 2950.334229
	Iteration 57Q: 3 clusters Score -785521.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -785522.187500 Penalty: 2950.334229
	Iteration 58Q: 3 clusters Score -785522.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -785529.500000 Penalty: 2950.334229
	Iteration 59Q: 3 clusters Score -785529.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -785540.750000 Penalty: 2950.334229
	Iteration 60F: 3 clusters Score -785540.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -785559.062500 Penalty: 2950.334229
	Iteration 61Q: 3 clusters Score -785559.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -785572.437500 Penalty: 2950.334229
	Iteration 62Q: 3 clusters Score -785572.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -785580.625000 Penalty: 2950.334229
	Iteration 63Q: 3 clusters Score -785580.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -785590.125000 Penalty: 2950.334229
	Iteration 64Q: 3 clusters Score -785590.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -785601.625000 Penalty: 2950.334229
	Iteration 65Q: 3 clusters Score -785601.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -785611.312500 Penalty: 2950.334229
	Iteration 66Q: 3 clusters Score -785611.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -785620.875000 Penalty: 2950.334229
	Iteration 67Q: 3 clusters Score -785620.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -785629.625000 Penalty: 2950.334229
	Iteration 68Q: 3 clusters Score -785629.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -785633.437500 Penalty: 2950.334229
	Iteration 69Q: 3 clusters Score -785633.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -785637.062500 Penalty: 2950.334229
	Iteration 70Q: 3 clusters Score -785637.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -785643.687500 Penalty: 2950.334229
	Iteration 71Q: 3 clusters Score -785643.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -785648.500000 Penalty: 2950.334229
	Iteration 72Q: 3 clusters Score -785648.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -785654.937500 Penalty: 2950.334229
	Iteration 73Q: 3 clusters Score -785654.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -785661.000000 Penalty: 2950.334229
	Iteration 74Q: 3 clusters Score -785661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -785667.750000 Penalty: 2950.334229
	Iteration 75Q: 3 clusters Score -785667.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -785671.625000 Penalty: 2950.334229
	Iteration 76Q: 3 clusters Score -785671.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -785677.125000 Penalty: 2950.334229
	Iteration 77Q: 3 clusters Score -785677.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -785683.750000 Penalty: 2950.334229
	Iteration 78Q: 3 clusters Score -785683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -785688.937500 Penalty: 2950.334229
	Iteration 79Q: 3 clusters Score -785688.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -785692.875000 Penalty: 2950.334229
	Iteration 80F: 3 clusters Score -785692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -785698.937500 Penalty: 2950.334229
	Iteration 81Q: 3 clusters Score -785698.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -785704.437500 Penalty: 2950.334229
	Iteration 82Q: 3 clusters Score -785704.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -785707.250000 Penalty: 2950.334229
	Iteration 83Q: 3 clusters Score -785707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -785713.437500 Penalty: 2950.334229
	Iteration 84Q: 3 clusters Score -785713.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -785718.125000 Penalty: 2950.334229
	Iteration 85Q: 3 clusters Score -785718.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -785724.000000 Penalty: 2950.334229
	Iteration 86Q: 3 clusters Score -785724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -785729.937500 Penalty: 2950.334229
	Iteration 87Q: 3 clusters Score -785729.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -785733.312500 Penalty: 2950.334229
	Iteration 88Q: 3 clusters Score -785733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -785736.812500 Penalty: 2950.334229
	Iteration 89Q: 3 clusters Score -785736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -785741.312500 Penalty: 2950.334229
	Iteration 90Q: 3 clusters Score -785741.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -785748.687500 Penalty: 2950.334229
	Iteration 91Q: 3 clusters Score -785748.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -785761.375000 Penalty: 2950.334229
	Iteration 92Q: 3 clusters Score -785761.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -785772.562500 Penalty: 2950.334229
	Iteration 93Q: 3 clusters Score -785772.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -785789.562500 Penalty: 2950.334229
	Iteration 94Q: 3 clusters Score -785789.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -785804.437500 Penalty: 2950.334229
	Iteration 95Q: 3 clusters Score -785804.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -785815.187500 Penalty: 2950.334229
	Iteration 96Q: 3 clusters Score -785815.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -785822.437500 Penalty: 2950.334229
	Iteration 97Q: 3 clusters Score -785822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -785825.687500 Penalty: 2950.334229
	Iteration 98Q: 3 clusters Score -785825.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -785829.812500 Penalty: 2950.334229
	Iteration 99Q: 3 clusters Score -785829.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -785831.687500 Penalty: 2950.334229
	Iteration 100F: 3 clusters Score -785831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -785834.750000 Penalty: 2950.334229
	Iteration 101Q: 3 clusters Score -785834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -785837.625000 Penalty: 2950.334229
	Iteration 102Q: 3 clusters Score -785837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -785841.062500 Penalty: 2950.334229
	Iteration 103Q: 3 clusters Score -785841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -785845.500000 Penalty: 2950.334229
	Iteration 104Q: 3 clusters Score -785845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -785847.250000 Penalty: 2950.334229
	Iteration 105Q: 3 clusters Score -785847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -785850.312500 Penalty: 2950.334229
	Iteration 106Q: 3 clusters Score -785850.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -785852.937500 Penalty: 2950.334229
	Iteration 107Q: 3 clusters Score -785852.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -785857.250000 Penalty: 2950.334229
	Iteration 108Q: 3 clusters Score -785857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -785861.250000 Penalty: 2950.334229
	Iteration 109Q: 3 clusters Score -785861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -785863.937500 Penalty: 2950.334229
	Iteration 110Q: 3 clusters Score -785863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -785864.250000 Penalty: 2950.334229
	Iteration 111Q: 3 clusters Score -785864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -785865.500000 Penalty: 2950.334229
	Iteration 112Q: 3 clusters Score -785865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -785867.125000 Penalty: 2950.334229
	Iteration 113Q: 3 clusters Score -785867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -785866.687500 Penalty: 2950.334229
	Iteration 114Q: 3 clusters Score -785866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -785869.125000 Penalty: 2950.334229
	Iteration 115Q: 3 clusters Score -785869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -785873.750000 Penalty: 2950.334229
	Iteration 116Q: 3 clusters Score -785873.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -785876.125000 Penalty: 2950.334229
	Iteration 117Q: 3 clusters Score -785876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -785878.625000 Penalty: 2950.334229
	Iteration 118Q: 3 clusters Score -785878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -785881.687500 Penalty: 2950.334229
	Iteration 119Q: 3 clusters Score -785881.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -785886.125000 Penalty: 2950.334229
	Iteration 120F: 3 clusters Score -785886.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -785888.625000 Penalty: 2950.334229
	Iteration 121Q: 3 clusters Score -785888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -785892.562500 Penalty: 2950.334229
	Iteration 122Q: 3 clusters Score -785892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -785893.375000 Penalty: 2950.334229
	Iteration 123Q: 3 clusters Score -785893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -785893.875000 Penalty: 2950.334229
	Iteration 124Q: 3 clusters Score -785893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -785893.875000 Penalty: 2950.334229
	Iteration 125F: 3 clusters Score -785893.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -407572.000000 Penalty: 1370.388306
	Iteration 0F: 2 clusters Score -407572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -403831.031250 Penalty: 2740.776611
	Iteration 0F: 3 clusters Score -403831 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -404801.156250 Penalty: 2740.776611
	Iteration 1F: 3 clusters Score -404801.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -404976.562500 Penalty: 2740.776611
	Iteration 2F: 3 clusters Score -404976.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -405128.625000 Penalty: 2740.776611
	Iteration 3F: 3 clusters Score -405128.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -405282.156250 Penalty: 2740.776611
	Iteration 4Q: 3 clusters Score -405282.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -405479.000000 Penalty: 2740.776611
	Iteration 5Q: 3 clusters Score -405479 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -405695.625000 Penalty: 2740.776611
	Iteration 6F: 3 clusters Score -405695.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -405872.125000 Penalty: 2740.776611
	Iteration 7F: 3 clusters Score -405872.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -406030.093750 Penalty: 2740.776611
	Iteration 8F: 3 clusters Score -406030.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -406162.281250 Penalty: 2740.776611
	Iteration 9Q: 3 clusters Score -406162.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -406273.281250 Penalty: 2740.776611
	Iteration 10Q: 3 clusters Score -406273.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -406381.468750 Penalty: 2740.776611
	Iteration 11Q: 3 clusters Score -406381.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -406471.218750 Penalty: 2740.776611
	Iteration 12Q: 3 clusters Score -406471.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -406545.687500 Penalty: 2740.776611
	Iteration 13Q: 3 clusters Score -406545.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -406615.406250 Penalty: 2740.776611
	Iteration 14Q: 3 clusters Score -406615.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -406674.031250 Penalty: 2740.776611
	Iteration 15Q: 3 clusters Score -406674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -406716.656250 Penalty: 2740.776611
	Iteration 16Q: 3 clusters Score -406716.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -406763.656250 Penalty: 2740.776611
	Iteration 17Q: 3 clusters Score -406763.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -406797.656250 Penalty: 2740.776611
	Iteration 18Q: 3 clusters Score -406797.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -406818.375000 Penalty: 2740.776611
	Iteration 19Q: 3 clusters Score -406818.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -406831.968750 Penalty: 2740.776611
	Iteration 20F: 3 clusters Score -406832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -406843.437500 Penalty: 2740.776611
	Iteration 21Q: 3 clusters Score -406843.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -406852.937500 Penalty: 2740.776611
	Iteration 22Q: 3 clusters Score -406852.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -406858.812500 Penalty: 2740.776611
	Iteration 23Q: 3 clusters Score -406858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -406864.343750 Penalty: 2740.776611
	Iteration 24Q: 3 clusters Score -406864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -406864.375000 Penalty: 2740.776611
	Iteration 25Q: 3 clusters Score -406864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -406864.812500 Penalty: 2740.776611
	Iteration 26Q: 3 clusters Score -406864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -406866.687500 Penalty: 2740.776611
	Iteration 27Q: 3 clusters Score -406866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -406868.500000 Penalty: 2740.776611
	Iteration 28Q: 3 clusters Score -406868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -406872.031250 Penalty: 2740.776611
	Iteration 29Q: 3 clusters Score -406872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -406873.906250 Penalty: 2740.776611
	Iteration 30Q: 3 clusters Score -406873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -406874.093750 Penalty: 2740.776611
	Iteration 31Q: 3 clusters Score -406874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -406875.093750 Penalty: 2740.776611
	Iteration 32Q: 3 clusters Score -406875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -406878.031250 Penalty: 2740.776611
	Iteration 33Q: 3 clusters Score -406878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -406880.906250 Penalty: 2740.776611
	Iteration 34Q: 3 clusters Score -406880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -406883.468750 Penalty: 2740.776611
	Iteration 35Q: 3 clusters Score -406883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -406885.562500 Penalty: 2740.776611
	Iteration 36Q: 3 clusters Score -406885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -406886.656250 Penalty: 2740.776611
	Iteration 37Q: 3 clusters Score -406886.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -406887.406250 Penalty: 2740.776611
	Iteration 38Q: 3 clusters Score -406887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -406888.500000 Penalty: 2740.776611
	Iteration 39Q: 3 clusters Score -406888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -406889.906250 Penalty: 2740.776611
	Iteration 40F: 3 clusters Score -406889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -406891.656250 Penalty: 2740.776611
	Iteration 41Q: 3 clusters Score -406891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -406891.968750 Penalty: 2740.776611
	Iteration 42Q: 3 clusters Score -406892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -406893.156250 Penalty: 2740.776611
	Iteration 43Q: 3 clusters Score -406893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -406892.343750 Penalty: 2740.776611
	Iteration 44Q: 3 clusters Score -406892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -406893.312500 Penalty: 2740.776611
	Iteration 45Q: 3 clusters Score -406893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -406894.125000 Penalty: 2740.776611
	Iteration 46Q: 3 clusters Score -406894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -406893.968750 Penalty: 2740.776611
	Iteration 47Q: 3 clusters Score -406894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -406893.968750 Penalty: 2740.776611
	Iteration 48F: 3 clusters Score -406894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -38720.820312 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -38720.82 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 289 members 
Entering Unmasked Estep 
Score: -37659.648438 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -37659.65 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37939.542969 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -37939.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -38051.335938 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -38051.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38114.402344 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -38114.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38151.761719 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -38151.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38184.535156 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -38184.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38218.546875 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -38218.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -38249.761719 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -38249.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38274.167969 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -38274.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38283.097656 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -38283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38293.570312 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -38293.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38296.664062 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -38296.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38315.015625 Penalty: 2064.604492
	Iteration 12F: 3 clusters Score -38315.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -38369.035156 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -38369.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38384.695312 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -38384.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -38385.519531 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -38385.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -38386.644531 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -38386.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38389.832031 Penalty: 2064.604492
	Iteration 17Q: 3 clusters Score -38389.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38390.410156 Penalty: 2064.604492
	Iteration 18F: 3 clusters Score -38390.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38423.050781 Penalty: 2064.604492
	Iteration 19Q: 3 clusters Score -38423.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -38467.355469 Penalty: 2064.604492
	Iteration 20F: 3 clusters Score -38467.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38494.308594 Penalty: 2064.604492
	Iteration 21Q: 3 clusters Score -38494.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38505.441406 Penalty: 2064.604492
	Iteration 22Q: 3 clusters Score -38505.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38507.515625 Penalty: 2064.604492
	Iteration 23Q: 3 clusters Score -38507.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38510.937500 Penalty: 2064.604492
	Iteration 24Q: 3 clusters Score -38510.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38510.937500 Penalty: 2064.604492
	Iteration 25F: 3 clusters Score -38510.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Entering Unmasked Estep 
Score: -855512.875000 Penalty: 1482.387207
	Iteration 0F: 2 clusters Score -855512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -848966.000000 Penalty: 2964.774414
	Iteration 0F: 3 clusters Score -848966 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -851066.875000 Penalty: 2964.774414
	Iteration 1F: 3 clusters Score -851066.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -851373.250000 Penalty: 2964.774414
	Iteration 2F: 3 clusters Score -851373.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -851703.937500 Penalty: 2964.774414
	Iteration 3F: 3 clusters Score -851703.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -852078.250000 Penalty: 2964.774414
	Iteration 4F: 3 clusters Score -852078.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -852515.250000 Penalty: 2964.774414
	Iteration 5F: 3 clusters Score -852515.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -852980.187500 Penalty: 2964.774414
	Iteration 6F: 3 clusters Score -852980.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -853344.250000 Penalty: 2964.774414
	Iteration 7F: 3 clusters Score -853344.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -853547.125000 Penalty: 2964.774414
	Iteration 8Q: 3 clusters Score -853547.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -853653.750000 Penalty: 2964.774414
	Iteration 9Q: 3 clusters Score -853653.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -853724.312500 Penalty: 2964.774414
	Iteration 10Q: 3 clusters Score -853724.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -853774.625000 Penalty: 2964.774414
	Iteration 11Q: 3 clusters Score -853774.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -853802.687500 Penalty: 2964.774414
	Iteration 12Q: 3 clusters Score -853802.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -853829.375000 Penalty: 2964.774414
	Iteration 13Q: 3 clusters Score -853829.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -853852.812500 Penalty: 2964.774414
	Iteration 14Q: 3 clusters Score -853852.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -853872.562500 Penalty: 2964.774414
	Iteration 15Q: 3 clusters Score -853872.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -853891.125000 Penalty: 2964.774414
	Iteration 16Q: 3 clusters Score -853891.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -853907.125000 Penalty: 2964.774414
	Iteration 17Q: 3 clusters Score -853907.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -853923.312500 Penalty: 2964.774414
	Iteration 18Q: 3 clusters Score -853923.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -853942.437500 Penalty: 2964.774414
	Iteration 19Q: 3 clusters Score -853942.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -853957.937500 Penalty: 2964.774414
	Iteration 20F: 3 clusters Score -853957.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -853975.250000 Penalty: 2964.774414
	Iteration 21Q: 3 clusters Score -853975.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -853996.625000 Penalty: 2964.774414
	Iteration 22Q: 3 clusters Score -853996.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -854015.937500 Penalty: 2964.774414
	Iteration 23Q: 3 clusters Score -854015.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -854042.500000 Penalty: 2964.774414
	Iteration 24Q: 3 clusters Score -854042.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -854060.500000 Penalty: 2964.774414
	Iteration 25Q: 3 clusters Score -854060.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -854078.625000 Penalty: 2964.774414
	Iteration 26Q: 3 clusters Score -854078.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -854095.437500 Penalty: 2964.774414
	Iteration 27Q: 3 clusters Score -854095.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -854109.375000 Penalty: 2964.774414
	Iteration 28Q: 3 clusters Score -854109.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -854125.250000 Penalty: 2964.774414
	Iteration 29Q: 3 clusters Score -854125.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -854147.125000 Penalty: 2964.774414
	Iteration 30Q: 3 clusters Score -854147.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -854156.500000 Penalty: 2964.774414
	Iteration 31Q: 3 clusters Score -854156.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -854164.250000 Penalty: 2964.774414
	Iteration 32Q: 3 clusters Score -854164.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -854176.562500 Penalty: 2964.774414
	Iteration 33Q: 3 clusters Score -854176.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -854181.375000 Penalty: 2964.774414
	Iteration 34Q: 3 clusters Score -854181.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -854187.812500 Penalty: 2964.774414
	Iteration 35Q: 3 clusters Score -854187.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -854192.937500 Penalty: 2964.774414
	Iteration 36Q: 3 clusters Score -854192.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -854200.250000 Penalty: 2964.774414
	Iteration 37Q: 3 clusters Score -854200.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -854204.437500 Penalty: 2964.774414
	Iteration 38Q: 3 clusters Score -854204.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -854207.812500 Penalty: 2964.774414
	Iteration 39Q: 3 clusters Score -854207.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -854212.187500 Penalty: 2964.774414
	Iteration 40F: 3 clusters Score -854212.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -854214.562500 Penalty: 2964.774414
	Iteration 41Q: 3 clusters Score -854214.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -854219.000000 Penalty: 2964.774414
	Iteration 42Q: 3 clusters Score -854219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -854222.062500 Penalty: 2964.774414
	Iteration 43Q: 3 clusters Score -854222.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -854225.875000 Penalty: 2964.774414
	Iteration 44Q: 3 clusters Score -854225.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -854226.937500 Penalty: 2964.774414
	Iteration 45Q: 3 clusters Score -854226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -854231.250000 Penalty: 2964.774414
	Iteration 46Q: 3 clusters Score -854231.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -854236.312500 Penalty: 2964.774414
	Iteration 47Q: 3 clusters Score -854236.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -854241.937500 Penalty: 2964.774414
	Iteration 48Q: 3 clusters Score -854241.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -854245.125000 Penalty: 2964.774414
	Iteration 49Q: 3 clusters Score -854245.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -854249.937500 Penalty: 2964.774414
	Iteration 50Q: 3 clusters Score -854249.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -854254.187500 Penalty: 2964.774414
	Iteration 51Q: 3 clusters Score -854254.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -854259.687500 Penalty: 2964.774414
	Iteration 52Q: 3 clusters Score -854259.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -854263.500000 Penalty: 2964.774414
	Iteration 53Q: 3 clusters Score -854263.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -854265.812500 Penalty: 2964.774414
	Iteration 54Q: 3 clusters Score -854265.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -854273.062500 Penalty: 2964.774414
	Iteration 55Q: 3 clusters Score -854273.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -854275.937500 Penalty: 2964.774414
	Iteration 56Q: 3 clusters Score -854275.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -854279.937500 Penalty: 2964.774414
	Iteration 57Q: 3 clusters Score -854279.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -854284.000000 Penalty: 2964.774414
	Iteration 58Q: 3 clusters Score -854284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -854286.750000 Penalty: 2964.774414
	Iteration 59Q: 3 clusters Score -854286.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -854288.812500 Penalty: 2964.774414
	Iteration 60F: 3 clusters Score -854288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -854291.875000 Penalty: 2964.774414
	Iteration 61Q: 3 clusters Score -854291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -854296.250000 Penalty: 2964.774414
	Iteration 62Q: 3 clusters Score -854296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -854297.000000 Penalty: 2964.774414
	Iteration 63Q: 3 clusters Score -854297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -854297.875000 Penalty: 2964.774414
	Iteration 64Q: 3 clusters Score -854297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -854297.250000 Penalty: 2964.774414
	Iteration 65Q: 3 clusters Score -854297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -854299.750000 Penalty: 2964.774414
	Iteration 66Q: 3 clusters Score -854299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -854301.937500 Penalty: 2964.774414
	Iteration 67Q: 3 clusters Score -854301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -854304.750000 Penalty: 2964.774414
	Iteration 68Q: 3 clusters Score -854304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -854302.937500 Penalty: 2964.774414
	Iteration 69Q: 3 clusters Score -854302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -854304.312500 Penalty: 2964.774414
	Iteration 70Q: 3 clusters Score -854304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -854305.000000 Penalty: 2964.774414
	Iteration 71Q: 3 clusters Score -854305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -854305.625000 Penalty: 2964.774414
	Iteration 72Q: 3 clusters Score -854305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -854305.500000 Penalty: 2964.774414
	Iteration 73Q: 3 clusters Score -854305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -854306.250000 Penalty: 2964.774414
	Iteration 74Q: 3 clusters Score -854306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -854309.562500 Penalty: 2964.774414
	Iteration 75Q: 3 clusters Score -854309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -854310.312500 Penalty: 2964.774414
	Iteration 76Q: 3 clusters Score -854310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -854315.875000 Penalty: 2964.774414
	Iteration 77Q: 3 clusters Score -854315.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -854321.750000 Penalty: 2964.774414
	Iteration 78Q: 3 clusters Score -854321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -854325.500000 Penalty: 2964.774414
	Iteration 79Q: 3 clusters Score -854325.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -854328.250000 Penalty: 2964.774414
	Iteration 80F: 3 clusters Score -854328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -854330.687500 Penalty: 2964.774414
	Iteration 81Q: 3 clusters Score -854330.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -854333.500000 Penalty: 2964.774414
	Iteration 82Q: 3 clusters Score -854333.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -854337.312500 Penalty: 2964.774414
	Iteration 83Q: 3 clusters Score -854337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -854338.375000 Penalty: 2964.774414
	Iteration 84Q: 3 clusters Score -854338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -854340.125000 Penalty: 2964.774414
	Iteration 85Q: 3 clusters Score -854340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -854341.062500 Penalty: 2964.774414
	Iteration 86Q: 3 clusters Score -854341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -854343.000000 Penalty: 2964.774414
	Iteration 87Q: 3 clusters Score -854343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -854341.875000 Penalty: 2964.774414
	Iteration 88Q: 3 clusters Score -854341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -854342.250000 Penalty: 2964.774414
	Iteration 89Q: 3 clusters Score -854342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -854346.437500 Penalty: 2964.774414
	Iteration 90Q: 3 clusters Score -854346.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -854350.062500 Penalty: 2964.774414
	Iteration 91Q: 3 clusters Score -854350.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -854352.562500 Penalty: 2964.774414
	Iteration 92Q: 3 clusters Score -854352.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -854357.437500 Penalty: 2964.774414
	Iteration 93Q: 3 clusters Score -854357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -854359.875000 Penalty: 2964.774414
	Iteration 94Q: 3 clusters Score -854359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -854363.875000 Penalty: 2964.774414
	Iteration 95Q: 3 clusters Score -854363.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -854366.750000 Penalty: 2964.774414
	Iteration 96Q: 3 clusters Score -854366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -854373.062500 Penalty: 2964.774414
	Iteration 97Q: 3 clusters Score -854373.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -854378.875000 Penalty: 2964.774414
	Iteration 98Q: 3 clusters Score -854378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -854379.250000 Penalty: 2964.774414
	Iteration 99Q: 3 clusters Score -854379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -854385.187500 Penalty: 2964.774414
	Iteration 100F: 3 clusters Score -854385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -854389.500000 Penalty: 2964.774414
	Iteration 101Q: 3 clusters Score -854389.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -854391.625000 Penalty: 2964.774414
	Iteration 102Q: 3 clusters Score -854391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -854394.500000 Penalty: 2964.774414
	Iteration 103Q: 3 clusters Score -854394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -854396.687500 Penalty: 2964.774414
	Iteration 104Q: 3 clusters Score -854396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -854397.250000 Penalty: 2964.774414
	Iteration 105Q: 3 clusters Score -854397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -854399.062500 Penalty: 2964.774414
	Iteration 106Q: 3 clusters Score -854399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -854398.875000 Penalty: 2964.774414
	Iteration 107Q: 3 clusters Score -854398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -854399.750000 Penalty: 2964.774414
	Iteration 108Q: 3 clusters Score -854399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -854400.500000 Penalty: 2964.774414
	Iteration 109Q: 3 clusters Score -854400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -854400.375000 Penalty: 2964.774414
	Iteration 110Q: 3 clusters Score -854400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -854399.375000 Penalty: 2964.774414
	Iteration 111Q: 3 clusters Score -854399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -854401.187500 Penalty: 2964.774414
	Iteration 112Q: 3 clusters Score -854401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -854401.187500 Penalty: 2964.774414
	Iteration 113F: 3 clusters Score -854401.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Entering Unmasked Estep 
Score: -5101677.500000 Penalty: 1770.473267
	Iteration 0F: 2 clusters Score -5101678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5065584.500000 Penalty: 3540.946533
	Iteration 0F: 3 clusters Score -5065584 nChanged 25434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5080151.500000 Penalty: 3540.946533
	Iteration 1F: 3 clusters Score -5080152 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5080903.500000 Penalty: 3540.946533
	Iteration 2Q: 3 clusters Score -5080904 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -5081989.500000 Penalty: 3540.946533
	Iteration 3Q: 3 clusters Score -5081990 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -5083783.500000 Penalty: 3540.946533
	Iteration 4F: 3 clusters Score -5083784 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -5086545.500000 Penalty: 3540.946533
	Iteration 5F: 3 clusters Score -5086546 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5090120.500000 Penalty: 3540.946533
	Iteration 6F: 3 clusters Score -5090120 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5093605.500000 Penalty: 3540.946533
	Iteration 7F: 3 clusters Score -5093606 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -5096251.000000 Penalty: 3540.946533
	Iteration 8F: 3 clusters Score -5096251 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -5097857.000000 Penalty: 3540.946533
	Iteration 9Q: 3 clusters Score -5097857 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -5098769.000000 Penalty: 3540.946533
	Iteration 10Q: 3 clusters Score -5098769 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -5099389.500000 Penalty: 3540.946533
	Iteration 11Q: 3 clusters Score -5099390 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -5099765.500000 Penalty: 3540.946533
	Iteration 12Q: 3 clusters Score -5099766 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -5100025.500000 Penalty: 3540.946533
	Iteration 13Q: 3 clusters Score -5100026 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -5100199.000000 Penalty: 3540.946533
	Iteration 14Q: 3 clusters Score -5100199 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -5100300.500000 Penalty: 3540.946533
	Iteration 15Q: 3 clusters Score -5100300 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -5100368.500000 Penalty: 3540.946533
	Iteration 16Q: 3 clusters Score -5100368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -5100426.000000 Penalty: 3540.946533
	Iteration 17Q: 3 clusters Score -5100426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -5100452.000000 Penalty: 3540.946533
	Iteration 18Q: 3 clusters Score -5100452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -5100466.000000 Penalty: 3540.946533
	Iteration 19Q: 3 clusters Score -5100466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -5100480.500000 Penalty: 3540.946533
	Iteration 20F: 3 clusters Score -5100480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -5100484.000000 Penalty: 3540.946533
	Iteration 21Q: 3 clusters Score -5100484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -5100489.000000 Penalty: 3540.946533
	Iteration 22Q: 3 clusters Score -5100489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -5100502.000000 Penalty: 3540.946533
	Iteration 23Q: 3 clusters Score -5100502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -5100512.000000 Penalty: 3540.946533
	Iteration 24Q: 3 clusters Score -5100512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -5100512.500000 Penalty: 3540.946533
	Iteration 25Q: 3 clusters Score -5100512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -5100515.500000 Penalty: 3540.946533
	Iteration 26Q: 3 clusters Score -5100516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -5100523.500000 Penalty: 3540.946533
	Iteration 27Q: 3 clusters Score -5100524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -5100528.000000 Penalty: 3540.946533
	Iteration 28Q: 3 clusters Score -5100528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -5100526.000000 Penalty: 3540.946533
	Iteration 29Q: 3 clusters Score -5100526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -5100528.500000 Penalty: 3540.946533
	Iteration 30Q: 3 clusters Score -5100528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -5100524.500000 Penalty: 3540.946533
	Iteration 31Q: 3 clusters Score -5100524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -5100517.000000 Penalty: 3540.946533
	Iteration 32Q: 3 clusters Score -5100517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -5100520.500000 Penalty: 3540.946533
	Iteration 33Q: 3 clusters Score -5100520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -5100522.500000 Penalty: 3540.946533
	Iteration 34Q: 3 clusters Score -5100522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -5100525.500000 Penalty: 3540.946533
	Iteration 35Q: 3 clusters Score -5100526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -5100531.000000 Penalty: 3540.946533
	Iteration 36Q: 3 clusters Score -5100531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -5100526.500000 Penalty: 3540.946533
	Iteration 37Q: 3 clusters Score -5100526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -5100532.500000 Penalty: 3540.946533
	Iteration 38Q: 3 clusters Score -5100532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -5100537.500000 Penalty: 3540.946533
	Iteration 39Q: 3 clusters Score -5100538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -5100537.500000 Penalty: 3540.946533
	Iteration 40F: 3 clusters Score -5100538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -5100539.000000 Penalty: 3540.946533
	Iteration 41Q: 3 clusters Score -5100539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -5100540.000000 Penalty: 3540.946533
	Iteration 42Q: 3 clusters Score -5100540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -5100541.000000 Penalty: 3540.946533
	Iteration 43Q: 3 clusters Score -5100541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -5100542.500000 Penalty: 3540.946533
	Iteration 44Q: 3 clusters Score -5100542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -5100544.500000 Penalty: 3540.946533
	Iteration 45Q: 3 clusters Score -5100544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -5100544.500000 Penalty: 3540.946533
	Iteration 46F: 3 clusters Score -5100544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Entering Unmasked Estep 
Score: -6342012.000000 Penalty: 1805.318481
	Iteration 0F: 2 clusters Score -6342012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -6297428.000000 Penalty: 3610.636963
	Iteration 0F: 3 clusters Score -6297428 nChanged 31531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -6316171.500000 Penalty: 3610.636963
	Iteration 1F: 3 clusters Score -6316172 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -6317513.500000 Penalty: 3610.636963
	Iteration 2Q: 3 clusters Score -6317514 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -6319200.500000 Penalty: 3610.636963
	Iteration 3F: 3 clusters Score -6319200 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -6321101.500000 Penalty: 3610.636963
	Iteration 4F: 3 clusters Score -6321102 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6323322.500000 Penalty: 3610.636963
	Iteration 5F: 3 clusters Score -6323322 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -6325713.000000 Penalty: 3610.636963
	Iteration 6F: 3 clusters Score -6325713 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -6328140.500000 Penalty: 3610.636963
	Iteration 7F: 3 clusters Score -6328140 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -6330232.500000 Penalty: 3610.636963
	Iteration 8F: 3 clusters Score -6330232 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -6331671.000000 Penalty: 3610.636963
	Iteration 9Q: 3 clusters Score -6331671 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -6332554.000000 Penalty: 3610.636963
	Iteration 10Q: 3 clusters Score -6332554 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -6333021.500000 Penalty: 3610.636963
	Iteration 11Q: 3 clusters Score -6333022 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -6333458.000000 Penalty: 3610.636963
	Iteration 12Q: 3 clusters Score -6333458 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -6333763.500000 Penalty: 3610.636963
	Iteration 13Q: 3 clusters Score -6333764 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -6334114.500000 Penalty: 3610.636963
	Iteration 14Q: 3 clusters Score -6334114 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -6334484.000000 Penalty: 3610.636963
	Iteration 15Q: 3 clusters Score -6334484 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -6334799.000000 Penalty: 3610.636963
	Iteration 16Q: 3 clusters Score -6334799 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -6335198.500000 Penalty: 3610.636963
	Iteration 17Q: 3 clusters Score -6335198 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -6335606.000000 Penalty: 3610.636963
	Iteration 18Q: 3 clusters Score -6335606 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -6335967.500000 Penalty: 3610.636963
	Iteration 19Q: 3 clusters Score -6335968 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -6336367.500000 Penalty: 3610.636963
	Iteration 20F: 3 clusters Score -6336368 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -6336787.000000 Penalty: 3610.636963
	Iteration 21Q: 3 clusters Score -6336787 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -6337243.000000 Penalty: 3610.636963
	Iteration 22Q: 3 clusters Score -6337243 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -6337725.500000 Penalty: 3610.636963
	Iteration 23Q: 3 clusters Score -6337726 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -6338103.500000 Penalty: 3610.636963
	Iteration 24Q: 3 clusters Score -6338104 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6338502.500000 Penalty: 3610.636963
	Iteration 25Q: 3 clusters Score -6338502 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -6338859.500000 Penalty: 3610.636963
	Iteration 26Q: 3 clusters Score -6338860 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6339175.500000 Penalty: 3610.636963
	Iteration 27Q: 3 clusters Score -6339176 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6339446.500000 Penalty: 3610.636963
	Iteration 28Q: 3 clusters Score -6339446 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6339643.500000 Penalty: 3610.636963
	Iteration 29Q: 3 clusters Score -6339644 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6339800.500000 Penalty: 3610.636963
	Iteration 30Q: 3 clusters Score -6339800 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6339939.500000 Penalty: 3610.636963
	Iteration 31Q: 3 clusters Score -6339940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6340063.000000 Penalty: 3610.636963
	Iteration 32Q: 3 clusters Score -6340063 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6340154.000000 Penalty: 3610.636963
	Iteration 33Q: 3 clusters Score -6340154 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6340240.500000 Penalty: 3610.636963
	Iteration 34Q: 3 clusters Score -6340240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6340281.500000 Penalty: 3610.636963
	Iteration 35Q: 3 clusters Score -6340282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6340300.000000 Penalty: 3610.636963
	Iteration 36Q: 3 clusters Score -6340300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6340315.500000 Penalty: 3610.636963
	Iteration 37Q: 3 clusters Score -6340316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6340344.000000 Penalty: 3610.636963
	Iteration 38Q: 3 clusters Score -6340344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6340357.000000 Penalty: 3610.636963
	Iteration 39Q: 3 clusters Score -6340357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6340365.500000 Penalty: 3610.636963
	Iteration 40F: 3 clusters Score -6340366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6340380.500000 Penalty: 3610.636963
	Iteration 41Q: 3 clusters Score -6340380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6340393.000000 Penalty: 3610.636963
	Iteration 42Q: 3 clusters Score -6340393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6340415.000000 Penalty: 3610.636963
	Iteration 43Q: 3 clusters Score -6340415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6340415.500000 Penalty: 3610.636963
	Iteration 44Q: 3 clusters Score -6340416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6340432.500000 Penalty: 3610.636963
	Iteration 45Q: 3 clusters Score -6340432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6340446.500000 Penalty: 3610.636963
	Iteration 46Q: 3 clusters Score -6340446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6340459.500000 Penalty: 3610.636963
	Iteration 47Q: 3 clusters Score -6340460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6340464.000000 Penalty: 3610.636963
	Iteration 48Q: 3 clusters Score -6340464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6340485.500000 Penalty: 3610.636963
	Iteration 49Q: 3 clusters Score -6340486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6340488.500000 Penalty: 3610.636963
	Iteration 50Q: 3 clusters Score -6340488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6340495.000000 Penalty: 3610.636963
	Iteration 51Q: 3 clusters Score -6340495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6340493.000000 Penalty: 3610.636963
	Iteration 52Q: 3 clusters Score -6340493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6340497.500000 Penalty: 3610.636963
	Iteration 53Q: 3 clusters Score -6340498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6340497.500000 Penalty: 3610.636963
	Iteration 54Q: 3 clusters Score -6340498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6340497.500000 Penalty: 3610.636963
	Iteration 55Q: 3 clusters Score -6340498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6340500.000000 Penalty: 3610.636963
	Iteration 56Q: 3 clusters Score -6340500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6340496.500000 Penalty: 3610.636963
	Iteration 57Q: 3 clusters Score -6340496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6340496.500000 Penalty: 3610.636963
	Iteration 58F: 3 clusters Score -6340496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Entering Unmasked Estep 
Score: -1400252.375000 Penalty: 1568.022461
	Iteration 0F: 2 clusters Score -1400252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1389479.000000 Penalty: 3136.044922
	Iteration 0F: 3 clusters Score -1389479 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1393125.375000 Penalty: 3136.044922
	Iteration 1F: 3 clusters Score -1393125 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1393405.750000 Penalty: 3136.044922
	Iteration 2F: 3 clusters Score -1393406 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1393676.500000 Penalty: 3136.044922
	Iteration 3Q: 3 clusters Score -1393676 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1394013.750000 Penalty: 3136.044922
	Iteration 4Q: 3 clusters Score -1394014 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1394460.000000 Penalty: 3136.044922
	Iteration 5F: 3 clusters Score -1394460 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1395028.625000 Penalty: 3136.044922
	Iteration 6F: 3 clusters Score -1395029 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1395690.875000 Penalty: 3136.044922
	Iteration 7F: 3 clusters Score -1395691 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1396411.500000 Penalty: 3136.044922
	Iteration 8F: 3 clusters Score -1396412 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1397065.875000 Penalty: 3136.044922
	Iteration 9F: 3 clusters Score -1397066 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1397423.500000 Penalty: 3136.044922
	Iteration 10Q: 3 clusters Score -1397424 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1397560.125000 Penalty: 3136.044922
	Iteration 11Q: 3 clusters Score -1397560 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1397614.500000 Penalty: 3136.044922
	Iteration 12Q: 3 clusters Score -1397614 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1397644.875000 Penalty: 3136.044922
	Iteration 13Q: 3 clusters Score -1397645 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1397664.250000 Penalty: 3136.044922
	Iteration 14Q: 3 clusters Score -1397664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1397677.250000 Penalty: 3136.044922
	Iteration 15Q: 3 clusters Score -1397677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1397685.000000 Penalty: 3136.044922
	Iteration 16Q: 3 clusters Score -1397685 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1397696.625000 Penalty: 3136.044922
	Iteration 17Q: 3 clusters Score -1397697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1397701.875000 Penalty: 3136.044922
	Iteration 18Q: 3 clusters Score -1397702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1397706.125000 Penalty: 3136.044922
	Iteration 19Q: 3 clusters Score -1397706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1397713.625000 Penalty: 3136.044922
	Iteration 20F: 3 clusters Score -1397714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1397719.125000 Penalty: 3136.044922
	Iteration 21Q: 3 clusters Score -1397719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1397731.750000 Penalty: 3136.044922
	Iteration 22Q: 3 clusters Score -1397732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1397743.000000 Penalty: 3136.044922
	Iteration 23Q: 3 clusters Score -1397743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1397747.375000 Penalty: 3136.044922
	Iteration 24Q: 3 clusters Score -1397747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1397753.125000 Penalty: 3136.044922
	Iteration 25Q: 3 clusters Score -1397753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1397759.125000 Penalty: 3136.044922
	Iteration 26Q: 3 clusters Score -1397759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1397763.375000 Penalty: 3136.044922
	Iteration 27Q: 3 clusters Score -1397763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1397771.000000 Penalty: 3136.044922
	Iteration 28Q: 3 clusters Score -1397771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1397772.750000 Penalty: 3136.044922
	Iteration 29Q: 3 clusters Score -1397773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1397777.500000 Penalty: 3136.044922
	Iteration 30Q: 3 clusters Score -1397778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1397780.875000 Penalty: 3136.044922
	Iteration 31Q: 3 clusters Score -1397781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1397778.875000 Penalty: 3136.044922
	Iteration 32Q: 3 clusters Score -1397779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1397781.625000 Penalty: 3136.044922
	Iteration 33Q: 3 clusters Score -1397782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1397785.750000 Penalty: 3136.044922
	Iteration 34Q: 3 clusters Score -1397786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1397795.375000 Penalty: 3136.044922
	Iteration 35Q: 3 clusters Score -1397795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1397793.375000 Penalty: 3136.044922
	Iteration 36Q: 3 clusters Score -1397793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1397794.875000 Penalty: 3136.044922
	Iteration 37Q: 3 clusters Score -1397795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1397803.750000 Penalty: 3136.044922
	Iteration 38Q: 3 clusters Score -1397804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1397804.750000 Penalty: 3136.044922
	Iteration 39Q: 3 clusters Score -1397805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1397806.750000 Penalty: 3136.044922
	Iteration 40F: 3 clusters Score -1397807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1397813.500000 Penalty: 3136.044922
	Iteration 41Q: 3 clusters Score -1397814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1397815.625000 Penalty: 3136.044922
	Iteration 42Q: 3 clusters Score -1397816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1397817.625000 Penalty: 3136.044922
	Iteration 43Q: 3 clusters Score -1397818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1397820.000000 Penalty: 3136.044922
	Iteration 44Q: 3 clusters Score -1397820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1397822.000000 Penalty: 3136.044922
	Iteration 45Q: 3 clusters Score -1397822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1397823.625000 Penalty: 3136.044922
	Iteration 46Q: 3 clusters Score -1397824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1397821.000000 Penalty: 3136.044922
	Iteration 47Q: 3 clusters Score -1397821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1397821.125000 Penalty: 3136.044922
	Iteration 48Q: 3 clusters Score -1397821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1397823.125000 Penalty: 3136.044922
	Iteration 49Q: 3 clusters Score -1397823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1397823.125000 Penalty: 3136.044922
	Iteration 50Q: 3 clusters Score -1397823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1397828.625000 Penalty: 3136.044922
	Iteration 51Q: 3 clusters Score -1397829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1397825.750000 Penalty: 3136.044922
	Iteration 52Q: 3 clusters Score -1397826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1397830.625000 Penalty: 3136.044922
	Iteration 53Q: 3 clusters Score -1397831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1397832.000000 Penalty: 3136.044922
	Iteration 54Q: 3 clusters Score -1397832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1397832.375000 Penalty: 3136.044922
	Iteration 55Q: 3 clusters Score -1397832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1397832.250000 Penalty: 3136.044922
	Iteration 56Q: 3 clusters Score -1397832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1397833.250000 Penalty: 3136.044922
	Iteration 57Q: 3 clusters Score -1397833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1397837.500000 Penalty: 3136.044922
	Iteration 58Q: 3 clusters Score -1397838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1397839.125000 Penalty: 3136.044922
	Iteration 59Q: 3 clusters Score -1397839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1397837.625000 Penalty: 3136.044922
	Iteration 60F: 3 clusters Score -1397838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1397840.625000 Penalty: 3136.044922
	Iteration 61Q: 3 clusters Score -1397841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1397842.625000 Penalty: 3136.044922
	Iteration 62Q: 3 clusters Score -1397843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1397841.750000 Penalty: 3136.044922
	Iteration 63Q: 3 clusters Score -1397842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1397846.750000 Penalty: 3136.044922
	Iteration 64Q: 3 clusters Score -1397847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1397847.500000 Penalty: 3136.044922
	Iteration 65Q: 3 clusters Score -1397848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1397849.750000 Penalty: 3136.044922
	Iteration 66Q: 3 clusters Score -1397850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1397851.625000 Penalty: 3136.044922
	Iteration 67Q: 3 clusters Score -1397852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1397852.875000 Penalty: 3136.044922
	Iteration 68Q: 3 clusters Score -1397853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1397854.125000 Penalty: 3136.044922
	Iteration 69Q: 3 clusters Score -1397854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1397855.500000 Penalty: 3136.044922
	Iteration 70Q: 3 clusters Score -1397856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1397853.875000 Penalty: 3136.044922
	Iteration 71Q: 3 clusters Score -1397854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1397858.375000 Penalty: 3136.044922
	Iteration 72Q: 3 clusters Score -1397858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1397860.500000 Penalty: 3136.044922
	Iteration 73Q: 3 clusters Score -1397860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1397862.625000 Penalty: 3136.044922
	Iteration 74Q: 3 clusters Score -1397863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1397864.125000 Penalty: 3136.044922
	Iteration 75Q: 3 clusters Score -1397864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1397861.750000 Penalty: 3136.044922
	Iteration 76Q: 3 clusters Score -1397862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1397862.625000 Penalty: 3136.044922
	Iteration 77Q: 3 clusters Score -1397863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1397862.625000 Penalty: 3136.044922
	Iteration 78Q: 3 clusters Score -1397863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1397861.125000 Penalty: 3136.044922
	Iteration 79Q: 3 clusters Score -1397861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1397864.500000 Penalty: 3136.044922
	Iteration 80F: 3 clusters Score -1397864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1397862.875000 Penalty: 3136.044922
	Iteration 81Q: 3 clusters Score -1397863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1397861.625000 Penalty: 3136.044922
	Iteration 82Q: 3 clusters Score -1397862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1397864.375000 Penalty: 3136.044922
	Iteration 83Q: 3 clusters Score -1397864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1397865.750000 Penalty: 3136.044922
	Iteration 84Q: 3 clusters Score -1397866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1397866.125000 Penalty: 3136.044922
	Iteration 85Q: 3 clusters Score -1397866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1397863.750000 Penalty: 3136.044922
	Iteration 86Q: 3 clusters Score -1397864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1397866.000000 Penalty: 3136.044922
	Iteration 87Q: 3 clusters Score -1397866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1397867.125000 Penalty: 3136.044922
	Iteration 88Q: 3 clusters Score -1397867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1397867.125000 Penalty: 3136.044922
	Iteration 89Q: 3 clusters Score -1397867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1397866.875000 Penalty: 3136.044922
	Iteration 90Q: 3 clusters Score -1397867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1397866.875000 Penalty: 3136.044922
	Iteration 91F: 3 clusters Score -1397867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Entering Unmasked Estep 
Score: -616312.375000 Penalty: 1445.250244
	Iteration 0F: 2 clusters Score -616312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -610930.562500 Penalty: 2890.500488
	Iteration 0F: 3 clusters Score -610930.6 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -612704.500000 Penalty: 2890.500488
	Iteration 1F: 3 clusters Score -612704.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -613085.250000 Penalty: 2890.500488
	Iteration 2F: 3 clusters Score -613085.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -613459.687500 Penalty: 2890.500488
	Iteration 3F: 3 clusters Score -613459.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -613868.000000 Penalty: 2890.500488
	Iteration 4F: 3 clusters Score -613868 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -614272.500000 Penalty: 2890.500488
	Iteration 5F: 3 clusters Score -614272.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -614643.937500 Penalty: 2890.500488
	Iteration 6F: 3 clusters Score -614643.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -614946.562500 Penalty: 2890.500488
	Iteration 7F: 3 clusters Score -614946.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -615157.562500 Penalty: 2890.500488
	Iteration 8Q: 3 clusters Score -615157.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -615279.250000 Penalty: 2890.500488
	Iteration 9Q: 3 clusters Score -615279.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -615343.562500 Penalty: 2890.500488
	Iteration 10Q: 3 clusters Score -615343.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -615371.437500 Penalty: 2890.500488
	Iteration 11Q: 3 clusters Score -615371.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -615387.187500 Penalty: 2890.500488
	Iteration 12Q: 3 clusters Score -615387.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -615399.312500 Penalty: 2890.500488
	Iteration 13Q: 3 clusters Score -615399.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -615404.437500 Penalty: 2890.500488
	Iteration 14Q: 3 clusters Score -615404.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -615407.062500 Penalty: 2890.500488
	Iteration 15Q: 3 clusters Score -615407.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -615410.812500 Penalty: 2890.500488
	Iteration 16Q: 3 clusters Score -615410.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -615413.187500 Penalty: 2890.500488
	Iteration 17Q: 3 clusters Score -615413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -615413.250000 Penalty: 2890.500488
	Iteration 18Q: 3 clusters Score -615413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -615412.375000 Penalty: 2890.500488
	Iteration 19Q: 3 clusters Score -615412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -615415.375000 Penalty: 2890.500488
	Iteration 20F: 3 clusters Score -615415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -615415.062500 Penalty: 2890.500488
	Iteration 21Q: 3 clusters Score -615415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -615415.812500 Penalty: 2890.500488
	Iteration 22Q: 3 clusters Score -615415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -615415.375000 Penalty: 2890.500488
	Iteration 23Q: 3 clusters Score -615415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -615416.625000 Penalty: 2890.500488
	Iteration 24Q: 3 clusters Score -615416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -615416.625000 Penalty: 2890.500488
	Iteration 25F: 3 clusters Score -615416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (99077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Entering Unmasked Estep 
Score: -9401162.000000 Penalty: 1869.343506
	Iteration 0F: 2 clusters Score -9401162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -9335366.000000 Penalty: 3738.687012
	Iteration 0F: 3 clusters Score -9335366 nChanged 47373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -9362828.000000 Penalty: 3738.687012
	Iteration 1F: 3 clusters Score -9362828 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -9363856.000000 Penalty: 3738.687012
	Iteration 2Q: 3 clusters Score -9363856 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -9365751.000000 Penalty: 3738.687012
	Iteration 3Q: 3 clusters Score -9365751 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -9368929.000000 Penalty: 3738.687012
	Iteration 4F: 3 clusters Score -9368929 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -9374308.000000 Penalty: 3738.687012
	Iteration 5F: 3 clusters Score -9374308 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -9382216.000000 Penalty: 3738.687012
	Iteration 6F: 3 clusters Score -9382216 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -9390385.000000 Penalty: 3738.687012
	Iteration 7F: 3 clusters Score -9390385 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -9395751.000000 Penalty: 3738.687012
	Iteration 8F: 3 clusters Score -9395751 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -9398228.000000 Penalty: 3738.687012
	Iteration 9Q: 3 clusters Score -9398228 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -9399230.000000 Penalty: 3738.687012
	Iteration 10Q: 3 clusters Score -9399230 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -9399611.000000 Penalty: 3738.687012
	Iteration 11Q: 3 clusters Score -9399611 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -9399871.000000 Penalty: 3738.687012
	Iteration 12Q: 3 clusters Score -9399871 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -9399956.000000 Penalty: 3738.687012
	Iteration 13Q: 3 clusters Score -9399956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 97498 members 
Entering Unmasked Estep 
Score: -9400028.000000 Penalty: 3738.687012
	Iteration 14Q: 3 clusters Score -9400028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -9400050.000000 Penalty: 3738.687012
	Iteration 15Q: 3 clusters Score -9400050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -9400048.000000 Penalty: 3738.687012
	Iteration 16Q: 3 clusters Score -9400048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -9400068.000000 Penalty: 3738.687012
	Iteration 17Q: 3 clusters Score -9400068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -9400067.000000 Penalty: 3738.687012
	Iteration 18Q: 3 clusters Score -9400067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 97644 members 
Entering Unmasked Estep 
Score: -9400070.000000 Penalty: 3738.687012
	Iteration 19Q: 3 clusters Score -9400070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
Score: -9400076.000000 Penalty: 3738.687012
	Iteration 20F: 3 clusters Score -9400076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -9400083.000000 Penalty: 3738.687012
	Iteration 21Q: 3 clusters Score -9400083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -9400091.000000 Penalty: 3738.687012
	Iteration 22Q: 3 clusters Score -9400091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -9400102.000000 Penalty: 3738.687012
	Iteration 23Q: 3 clusters Score -9400102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -9400104.000000 Penalty: 3738.687012
	Iteration 24Q: 3 clusters Score -9400104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -9400103.000000 Penalty: 3738.687012
	Iteration 25Q: 3 clusters Score -9400103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -9400107.000000 Penalty: 3738.687012
	Iteration 26Q: 3 clusters Score -9400107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -9400110.000000 Penalty: 3738.687012
	Iteration 27Q: 3 clusters Score -9400110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -9400115.000000 Penalty: 3738.687012
	Iteration 28Q: 3 clusters Score -9400115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 97704 members 
Entering Unmasked Estep 
Score: -9400118.000000 Penalty: 3738.687012
	Iteration 29Q: 3 clusters Score -9400118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 97707 members 
Entering Unmasked Estep 
Score: -9400114.000000 Penalty: 3738.687012
	Iteration 30Q: 3 clusters Score -9400114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -9400121.000000 Penalty: 3738.687012
	Iteration 31Q: 3 clusters Score -9400121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -9400112.000000 Penalty: 3738.687012
	Iteration 32Q: 3 clusters Score -9400112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 97713 members 
Entering Unmasked Estep 
Score: -9400109.000000 Penalty: 3738.687012
	Iteration 33Q: 3 clusters Score -9400109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 97713 members 
Entering Unmasked Estep 
Score: -9400109.000000 Penalty: 3738.687012
	Iteration 34F: 3 clusters Score -9400109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -16055.083984 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -16055.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15302.800781 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -15302.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15401.206055 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -15401.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15458.092773 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -15458.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15486.082031 Penalty: 1779.850586
	Iteration 3Q: 3 clusters Score -15486.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15500.229492 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -15500.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15505.897461 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -15505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15505.897461 Penalty: 1779.850586
	Iteration 6F: 3 clusters Score -15505.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (186990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186990 members 
Entering Unmasked Estep 
Score: -17416900.000000 Penalty: 1972.556641
	Iteration 0F: 2 clusters Score -1.74169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -17294800.000000 Penalty: 3945.113281
	Iteration 0F: 3 clusters Score -1.72948e+07 nChanged 90113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -17349456.000000 Penalty: 3945.113281
	Iteration 1F: 3 clusters Score -1.734946e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -17353788.000000 Penalty: 3945.113281
	Iteration 2F: 3 clusters Score -1.735379e+07 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 127447 members 
Entering Unmasked Estep 
Score: -17362368.000000 Penalty: 3945.113281
	Iteration 3F: 3 clusters Score -1.736237e+07 nChanged 16578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 142257 members 
Entering Unmasked Estep 
Score: -17375306.000000 Penalty: 3945.113281
	Iteration 4F: 3 clusters Score -1.737531e+07 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -17391518.000000 Penalty: 3945.113281
	Iteration 5F: 3 clusters Score -1.739152e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 167857 members 
Entering Unmasked Estep 
Score: -17403820.000000 Penalty: 3945.113281
	Iteration 6F: 3 clusters Score -1.740382e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 175561 members 
Entering Unmasked Estep 
Score: -17410870.000000 Penalty: 3945.113281
	Iteration 7Q: 3 clusters Score -1.741087e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 180032 members 
Entering Unmasked Estep 
Score: -17414070.000000 Penalty: 3945.113281
	Iteration 8Q: 3 clusters Score -1.741407e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 182282 members 
Entering Unmasked Estep 
Score: -17415350.000000 Penalty: 3945.113281
	Iteration 9Q: 3 clusters Score -1.741535e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 183441 members 
Entering Unmasked Estep 
Score: -17415634.000000 Penalty: 3945.113281
	Iteration 10Q: 3 clusters Score -1.741563e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 184166 members 
Entering Unmasked Estep 
Score: -17415700.000000 Penalty: 3945.113281
	Iteration 11Q: 3 clusters Score -1.74157e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 184685 members 
Entering Unmasked Estep 
Score: -17415704.000000 Penalty: 3945.113281
	Iteration 12Q: 3 clusters Score -1.74157e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 185076 members 
Entering Unmasked Estep 
Score: -17415696.000000 Penalty: 3945.113281
	Iteration 13Q: 3 clusters Score -1.74157e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 185367 members 
Entering Unmasked Estep 
Score: -17415720.000000 Penalty: 3945.113281
	Iteration 14Q: 3 clusters Score -1.741572e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -17415662.000000 Penalty: 3945.113281
	Iteration 15Q: 3 clusters Score -1.741566e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 185751 members 
Entering Unmasked Estep 
Score: -17415598.000000 Penalty: 3945.113281
	Iteration 16Q: 3 clusters Score -1.74156e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 185878 members 
Entering Unmasked Estep 
Score: -17415586.000000 Penalty: 3945.113281
	Iteration 17Q: 3 clusters Score -1.741559e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 185983 members 
Entering Unmasked Estep 
Score: -17415596.000000 Penalty: 3945.113281
	Iteration 18Q: 3 clusters Score -1.74156e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 186061 members 
Entering Unmasked Estep 
Score: -17415596.000000 Penalty: 3945.113281
	Iteration 19Q: 3 clusters Score -1.74156e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 186141 members 
Entering Unmasked Estep 
Score: -17415630.000000 Penalty: 3945.113281
	Iteration 20F: 3 clusters Score -1.741563e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 186200 members 
Entering Unmasked Estep 
Score: -17415600.000000 Penalty: 3945.113281
	Iteration 21Q: 3 clusters Score -1.74156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 186233 members 
Entering Unmasked Estep 
Score: -17415610.000000 Penalty: 3945.113281
	Iteration 22Q: 3 clusters Score -1.741561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 186265 members 
Entering Unmasked Estep 
Score: -17415606.000000 Penalty: 3945.113281
	Iteration 23Q: 3 clusters Score -1.741561e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 186293 members 
Entering Unmasked Estep 
Score: -17415584.000000 Penalty: 3945.113281
	Iteration 24Q: 3 clusters Score -1.741558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 186317 members 
Entering Unmasked Estep 
Score: -17415562.000000 Penalty: 3945.113281
	Iteration 25Q: 3 clusters Score -1.741556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 186338 members 
Entering Unmasked Estep 
Score: -17415572.000000 Penalty: 3945.113281
	Iteration 26Q: 3 clusters Score -1.741557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -17415574.000000 Penalty: 3945.113281
	Iteration 27Q: 3 clusters Score -1.741557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 186366 members 
Entering Unmasked Estep 
Score: -17415602.000000 Penalty: 3945.113281
	Iteration 28Q: 3 clusters Score -1.74156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 186374 members 
Entering Unmasked Estep 
Score: -17415582.000000 Penalty: 3945.113281
	Iteration 29Q: 3 clusters Score -1.741558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 186380 members 
Entering Unmasked Estep 
Score: -17415574.000000 Penalty: 3945.113281
	Iteration 30Q: 3 clusters Score -1.741557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 186393 members 
Entering Unmasked Estep 
Score: -17415590.000000 Penalty: 3945.113281
	Iteration 31Q: 3 clusters Score -1.741559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 186402 members 
Entering Unmasked Estep 
Score: -17415600.000000 Penalty: 3945.113281
	Iteration 32Q: 3 clusters Score -1.74156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 186416 members 
Entering Unmasked Estep 
Score: -17415604.000000 Penalty: 3945.113281
	Iteration 33Q: 3 clusters Score -1.74156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 186425 members 
Entering Unmasked Estep 
Score: -17415608.000000 Penalty: 3945.113281
	Iteration 34Q: 3 clusters Score -1.741561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 186434 members 
Entering Unmasked Estep 
Score: -17415608.000000 Penalty: 3945.113281
	Iteration 35Q: 3 clusters Score -1.741561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 186442 members 
Entering Unmasked Estep 
Score: -17415596.000000 Penalty: 3945.113281
	Iteration 36Q: 3 clusters Score -1.74156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 186444 members 
Entering Unmasked Estep 
Score: -17415616.000000 Penalty: 3945.113281
	Iteration 37Q: 3 clusters Score -1.741562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 186447 members 
Entering Unmasked Estep 
Score: -17415626.000000 Penalty: 3945.113281
	Iteration 38Q: 3 clusters Score -1.741563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 186453 members 
Entering Unmasked Estep 
Score: -17415618.000000 Penalty: 3945.113281
	Iteration 39Q: 3 clusters Score -1.741562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 186459 members 
Entering Unmasked Estep 
Score: -17415646.000000 Penalty: 3945.113281
	Iteration 40F: 3 clusters Score -1.741565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 186466 members 
Entering Unmasked Estep 
Score: -17415642.000000 Penalty: 3945.113281
	Iteration 41Q: 3 clusters Score -1.741564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 186471 members 
Entering Unmasked Estep 
Score: -17415636.000000 Penalty: 3945.113281
	Iteration 42Q: 3 clusters Score -1.741564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 186471 members 
Entering Unmasked Estep 
Score: -17415644.000000 Penalty: 3945.113281
	Iteration 43Q: 3 clusters Score -1.741564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 186472 members 
Entering Unmasked Estep 
Score: -17415646.000000 Penalty: 3945.113281
	Iteration 44Q: 3 clusters Score -1.741565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 186474 members 
Entering Unmasked Estep 
Score: -17415646.000000 Penalty: 3945.113281
	Iteration 45Q: 3 clusters Score -1.741565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -17415648.000000 Penalty: 3945.113281
	Iteration 46Q: 3 clusters Score -1.741565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -17415648.000000 Penalty: 3945.113281
	Iteration 47F: 3 clusters Score -1.741565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Entering Unmasked Estep 
Score: -4786505.000000 Penalty: 1759.705322
	Iteration 0F: 2 clusters Score -4786505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4752915.000000 Penalty: 3519.410645
	Iteration 0F: 3 clusters Score -4752915 nChanged 23682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -4766501.000000 Penalty: 3519.410645
	Iteration 1F: 3 clusters Score -4766501 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -4767016.000000 Penalty: 3519.410645
	Iteration 2Q: 3 clusters Score -4767016 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -4767678.500000 Penalty: 3519.410645
	Iteration 3Q: 3 clusters Score -4767678 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4768646.500000 Penalty: 3519.410645
	Iteration 4Q: 3 clusters Score -4768646 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4770248.000000 Penalty: 3519.410645
	Iteration 5F: 3 clusters Score -4770248 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4772724.500000 Penalty: 3519.410645
	Iteration 6F: 3 clusters Score -4772724 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -4776179.000000 Penalty: 3519.410645
	Iteration 7F: 3 clusters Score -4776179 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -4779735.500000 Penalty: 3519.410645
	Iteration 8F: 3 clusters Score -4779736 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -4782374.500000 Penalty: 3519.410645
	Iteration 9F: 3 clusters Score -4782374 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -4783863.000000 Penalty: 3519.410645
	Iteration 10Q: 3 clusters Score -4783863 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -4784573.000000 Penalty: 3519.410645
	Iteration 11Q: 3 clusters Score -4784573 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -4784892.500000 Penalty: 3519.410645
	Iteration 12Q: 3 clusters Score -4784892 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -4785057.000000 Penalty: 3519.410645
	Iteration 13Q: 3 clusters Score -4785057 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -4785150.000000 Penalty: 3519.410645
	Iteration 14Q: 3 clusters Score -4785150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -4785213.000000 Penalty: 3519.410645
	Iteration 15Q: 3 clusters Score -4785213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -4785238.500000 Penalty: 3519.410645
	Iteration 16Q: 3 clusters Score -4785238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -4785271.000000 Penalty: 3519.410645
	Iteration 17Q: 3 clusters Score -4785271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -4785288.500000 Penalty: 3519.410645
	Iteration 18Q: 3 clusters Score -4785288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -4785304.000000 Penalty: 3519.410645
	Iteration 19Q: 3 clusters Score -4785304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -4785322.000000 Penalty: 3519.410645
	Iteration 20F: 3 clusters Score -4785322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -4785323.500000 Penalty: 3519.410645
	Iteration 21Q: 3 clusters Score -4785324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -4785326.000000 Penalty: 3519.410645
	Iteration 22Q: 3 clusters Score -4785326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -4785335.000000 Penalty: 3519.410645
	Iteration 23Q: 3 clusters Score -4785335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -4785335.000000 Penalty: 3519.410645
	Iteration 24Q: 3 clusters Score -4785335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -4785334.500000 Penalty: 3519.410645
	Iteration 25Q: 3 clusters Score -4785334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -4785337.500000 Penalty: 3519.410645
	Iteration 26Q: 3 clusters Score -4785338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -4785338.500000 Penalty: 3519.410645
	Iteration 27Q: 3 clusters Score -4785338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -4785334.500000 Penalty: 3519.410645
	Iteration 28Q: 3 clusters Score -4785334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -4785333.500000 Penalty: 3519.410645
	Iteration 29Q: 3 clusters Score -4785334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -4785335.500000 Penalty: 3519.410645
	Iteration 30Q: 3 clusters Score -4785336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -4785341.000000 Penalty: 3519.410645
	Iteration 31Q: 3 clusters Score -4785341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -4785337.500000 Penalty: 3519.410645
	Iteration 32Q: 3 clusters Score -4785338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -4785342.000000 Penalty: 3519.410645
	Iteration 33Q: 3 clusters Score -4785342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -4785342.000000 Penalty: 3519.410645
	Iteration 34Q: 3 clusters Score -4785342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -4785344.500000 Penalty: 3519.410645
	Iteration 35Q: 3 clusters Score -4785344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -4785347.500000 Penalty: 3519.410645
	Iteration 36Q: 3 clusters Score -4785348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -4785346.500000 Penalty: 3519.410645
	Iteration 37Q: 3 clusters Score -4785346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -4785346.000000 Penalty: 3519.410645
	Iteration 38Q: 3 clusters Score -4785346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -4785343.000000 Penalty: 3519.410645
	Iteration 39Q: 3 clusters Score -4785343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -4785344.500000 Penalty: 3519.410645
	Iteration 40F: 3 clusters Score -4785344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 6 contains 178976 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53918 members 
Mstep: Class 16 contains 66813 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 7287 members 
Mstep: Class 19 contains 99077 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 186990 members 
Mstep: Class 23 contains 50461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66456828.000000 Penalty: 41666.851562
Iteration 119Q: 20 clusters Score -6.645683e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 178967 members 
Mstep: Class 8 contains 40215 members 
Mstep: Class 9 contains 8733 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53913 members 
Mstep: Class 16 contains 66814 members 
Mstep: Class 17 contains 15549 members 
Mstep: Class 18 contains 7281 members 
Mstep: Class 19 contains 99069 members 
Mstep: Class 20 contains 238 members 
Mstep: Class 21 contains 186985 members 
Mstep: Class 23 contains 50462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457064.000000 Penalty: 41666.851562
Iteration 120F: 20 clusters Score -6.645706e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 1212 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 178970 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 8712 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 564 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53917 members 
Mstep: Class 16 contains 66814 members 
Mstep: Class 17 contains 15585 members 
Mstep: Class 18 contains 7275 members 
Mstep: Class 19 contains 99070 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186967 members 
Mstep: Class 23 contains 50461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457100.000000 Penalty: 41666.851562
Iteration 121Q: 20 clusters Score -6.64571e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 749 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 178970 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53922 members 
Mstep: Class 16 contains 66813 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 99077 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 186951 members 
Mstep: Class 23 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457104.000000 Penalty: 41666.851562
Iteration 122Q: 20 clusters Score -6.64571e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 178969 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 8662 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53926 members 
Mstep: Class 16 contains 66812 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 7259 members 
Mstep: Class 19 contains 99080 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 186938 members 
Mstep: Class 23 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457208.000000 Penalty: 41666.851562
Iteration 123Q: 20 clusters Score -6.645721e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 178961 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 8628 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53929 members 
Mstep: Class 16 contains 66809 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 99089 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 186931 members 
Mstep: Class 23 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457264.000000 Penalty: 41666.851562
Iteration 124Q: 20 clusters Score -6.645726e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 178953 members 
Mstep: Class 8 contains 40212 members 
Mstep: Class 9 contains 8604 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53938 members 
Mstep: Class 16 contains 66807 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 7236 members 
Mstep: Class 19 contains 99096 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 186922 members 
Mstep: Class 23 contains 50460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457296.000000 Penalty: 41666.851562
Iteration 125Q: 20 clusters Score -6.64573e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 178942 members 
Mstep: Class 8 contains 40212 members 
Mstep: Class 9 contains 8566 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53947 members 
Mstep: Class 16 contains 66805 members 
Mstep: Class 17 contains 15817 members 
Mstep: Class 18 contains 7216 members 
Mstep: Class 19 contains 99097 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186919 members 
Mstep: Class 23 contains 50461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457292.000000 Penalty: 41666.851562
Iteration 126Q: 20 clusters Score -6.645729e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 178934 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 15 contains 53957 members 
Mstep: Class 16 contains 66806 members 
Mstep: Class 17 contains 15880 members 
Mstep: Class 18 contains 7202 members 
Mstep: Class 19 contains 99095 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 186908 members 
Mstep: Class 23 contains 50462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457336.000000 Penalty: 41666.851562
Iteration 127Q: 20 clusters Score -6.645734e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 178929 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 8467 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 53966 members 
Mstep: Class 16 contains 66808 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 7198 members 
Mstep: Class 19 contains 99096 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186894 members 
Mstep: Class 23 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457420.000000 Penalty: 41666.851562
Iteration 128Q: 20 clusters Score -6.645742e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 178925 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 8410 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 53974 members 
Mstep: Class 16 contains 66812 members 
Mstep: Class 17 contains 16018 members 
Mstep: Class 18 contains 7195 members 
Mstep: Class 19 contains 99101 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186871 members 
Mstep: Class 23 contains 50463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457428.000000 Penalty: 41666.851562
Iteration 129Q: 20 clusters Score -6.645743e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 178923 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 53980 members 
Mstep: Class 16 contains 66817 members 
Mstep: Class 17 contains 16083 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 99103 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186860 members 
Mstep: Class 23 contains 50462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457432.000000 Penalty: 41666.851562
Iteration 130Q: 20 clusters Score -6.645743e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 53985 members 
Mstep: Class 16 contains 66820 members 
Mstep: Class 17 contains 16153 members 
Mstep: Class 18 contains 7194 members 
Mstep: Class 19 contains 99105 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186850 members 
Mstep: Class 23 contains 50465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457396.000000 Penalty: 41666.851562
Iteration 131Q: 20 clusters Score -6.64574e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 178920 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 53991 members 
Mstep: Class 16 contains 66823 members 
Mstep: Class 17 contains 16207 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 99106 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186842 members 
Mstep: Class 23 contains 50463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457480.000000 Penalty: 41666.851562
Iteration 132Q: 20 clusters Score -6.645748e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 8178 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 53996 members 
Mstep: Class 16 contains 66824 members 
Mstep: Class 17 contains 16266 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 99104 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186832 members 
Mstep: Class 23 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457476.000000 Penalty: 41666.851562
Iteration 133Q: 20 clusters Score -6.645748e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178914 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54001 members 
Mstep: Class 16 contains 66822 members 
Mstep: Class 17 contains 16328 members 
Mstep: Class 18 contains 7180 members 
Mstep: Class 19 contains 99106 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186825 members 
Mstep: Class 23 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457552.000000 Penalty: 41666.851562
Iteration 134Q: 20 clusters Score -6.645755e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178911 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 8062 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54007 members 
Mstep: Class 16 contains 66822 members 
Mstep: Class 17 contains 16397 members 
Mstep: Class 18 contains 7178 members 
Mstep: Class 19 contains 99106 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186819 members 
Mstep: Class 23 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457556.000000 Penalty: 41666.851562
Iteration 135Q: 20 clusters Score -6.645756e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178909 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54013 members 
Mstep: Class 16 contains 66820 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 7174 members 
Mstep: Class 19 contains 99107 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186808 members 
Mstep: Class 23 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457528.000000 Penalty: 41666.851562
Iteration 136Q: 20 clusters Score -6.645753e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178909 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 7962 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54019 members 
Mstep: Class 16 contains 66822 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 7168 members 
Mstep: Class 19 contains 99107 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186795 members 
Mstep: Class 23 contains 50463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457564.000000 Penalty: 41666.851562
Iteration 137Q: 20 clusters Score -6.645756e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178913 members 
Mstep: Class 8 contains 40212 members 
Mstep: Class 9 contains 7904 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54024 members 
Mstep: Class 16 contains 66821 members 
Mstep: Class 17 contains 16591 members 
Mstep: Class 18 contains 7159 members 
Mstep: Class 19 contains 99109 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186785 members 
Mstep: Class 23 contains 50460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457436.000000 Penalty: 41666.851562
Iteration 138Q: 20 clusters Score -6.645744e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178915 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54031 members 
Mstep: Class 16 contains 66821 members 
Mstep: Class 17 contains 16669 members 
Mstep: Class 18 contains 7151 members 
Mstep: Class 19 contains 99108 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186774 members 
Mstep: Class 23 contains 50461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457520.000000 Penalty: 41666.851562
Iteration 139Q: 20 clusters Score -6.645752e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178924 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 7757 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54035 members 
Mstep: Class 16 contains 66820 members 
Mstep: Class 17 contains 16750 members 
Mstep: Class 18 contains 7148 members 
Mstep: Class 19 contains 99112 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186764 members 
Mstep: Class 23 contains 50458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457576.000000 Penalty: 41666.851562
Iteration 140F: 20 clusters Score -6.645758e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178929 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 7678 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54039 members 
Mstep: Class 16 contains 66820 members 
Mstep: Class 17 contains 16832 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 19 contains 99112 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186753 members 
Mstep: Class 23 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457548.000000 Penalty: 41666.851562
Iteration 141Q: 20 clusters Score -6.645755e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178927 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54045 members 
Mstep: Class 16 contains 66821 members 
Mstep: Class 17 contains 16921 members 
Mstep: Class 18 contains 7140 members 
Mstep: Class 19 contains 99116 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 186739 members 
Mstep: Class 23 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457548.000000 Penalty: 41666.851562
Iteration 142Q: 20 clusters Score -6.645755e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178934 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54052 members 
Mstep: Class 16 contains 66822 members 
Mstep: Class 17 contains 17041 members 
Mstep: Class 18 contains 7137 members 
Mstep: Class 19 contains 99116 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186711 members 
Mstep: Class 23 contains 50458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457668.000000 Penalty: 41666.851562
Iteration 143Q: 20 clusters Score -6.645767e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178938 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54061 members 
Mstep: Class 16 contains 66823 members 
Mstep: Class 17 contains 17167 members 
Mstep: Class 18 contains 7129 members 
Mstep: Class 19 contains 99113 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186685 members 
Mstep: Class 23 contains 50456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457660.000000 Penalty: 41666.851562
Iteration 144Q: 20 clusters Score -6.645766e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178939 members 
Mstep: Class 8 contains 40214 members 
Mstep: Class 9 contains 7283 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54067 members 
Mstep: Class 16 contains 66827 members 
Mstep: Class 17 contains 17308 members 
Mstep: Class 18 contains 7116 members 
Mstep: Class 19 contains 99121 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186649 members 
Mstep: Class 23 contains 50456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457640.000000 Penalty: 41666.851562
Iteration 145Q: 20 clusters Score -6.645764e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178934 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 7189 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54076 members 
Mstep: Class 16 contains 66829 members 
Mstep: Class 17 contains 17430 members 
Mstep: Class 18 contains 7109 members 
Mstep: Class 19 contains 99128 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186609 members 
Mstep: Class 23 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457684.000000 Penalty: 41666.851562
Iteration 146Q: 20 clusters Score -6.645768e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178941 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54082 members 
Mstep: Class 16 contains 66830 members 
Mstep: Class 17 contains 17545 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 99129 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186580 members 
Mstep: Class 23 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457700.000000 Penalty: 41666.851562
Iteration 147Q: 20 clusters Score -6.64577e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178951 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54092 members 
Mstep: Class 16 contains 66832 members 
Mstep: Class 17 contains 17661 members 
Mstep: Class 18 contains 7094 members 
Mstep: Class 19 contains 99131 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186542 members 
Mstep: Class 23 contains 50458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457704.000000 Penalty: 41666.851562
Iteration 148Q: 20 clusters Score -6.64577e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178971 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54097 members 
Mstep: Class 16 contains 66838 members 
Mstep: Class 17 contains 17772 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 99126 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186498 members 
Mstep: Class 23 contains 50458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457692.000000 Penalty: 41666.851562
Iteration 149Q: 20 clusters Score -6.645769e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178970 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54104 members 
Mstep: Class 16 contains 66844 members 
Mstep: Class 17 contains 17891 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 99129 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186463 members 
Mstep: Class 23 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457656.000000 Penalty: 41666.851562
Iteration 150Q: 20 clusters Score -6.645766e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178960 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54106 members 
Mstep: Class 16 contains 66847 members 
Mstep: Class 17 contains 17996 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 99139 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186436 members 
Mstep: Class 23 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457756.000000 Penalty: 41666.851562
Iteration 151Q: 20 clusters Score -6.645776e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178963 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 6675 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54115 members 
Mstep: Class 16 contains 66846 members 
Mstep: Class 17 contains 18094 members 
Mstep: Class 18 contains 7063 members 
Mstep: Class 19 contains 99145 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186401 members 
Mstep: Class 23 contains 50458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457760.000000 Penalty: 41666.851562
Iteration 152Q: 20 clusters Score -6.645776e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178959 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 6619 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54129 members 
Mstep: Class 16 contains 66848 members 
Mstep: Class 17 contains 18182 members 
Mstep: Class 18 contains 7050 members 
Mstep: Class 19 contains 99142 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186378 members 
Mstep: Class 23 contains 50456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457776.000000 Penalty: 41666.851562
Iteration 153Q: 20 clusters Score -6.645778e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178956 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54139 members 
Mstep: Class 16 contains 66845 members 
Mstep: Class 17 contains 18273 members 
Mstep: Class 18 contains 7038 members 
Mstep: Class 19 contains 99152 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186354 members 
Mstep: Class 23 contains 50451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457756.000000 Penalty: 41666.851562
Iteration 154Q: 20 clusters Score -6.645776e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178966 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54145 members 
Mstep: Class 16 contains 66844 members 
Mstep: Class 17 contains 18371 members 
Mstep: Class 18 contains 7022 members 
Mstep: Class 19 contains 99153 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186323 members 
Mstep: Class 23 contains 50447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457712.000000 Penalty: 41666.851562
Iteration 155Q: 20 clusters Score -6.645771e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178971 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54147 members 
Mstep: Class 16 contains 66846 members 
Mstep: Class 17 contains 18472 members 
Mstep: Class 18 contains 7010 members 
Mstep: Class 19 contains 99150 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186293 members 
Mstep: Class 23 contains 50446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457728.000000 Penalty: 41666.851562
Iteration 156Q: 20 clusters Score -6.645773e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178986 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 6382 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54153 members 
Mstep: Class 16 contains 66850 members 
Mstep: Class 17 contains 18548 members 
Mstep: Class 18 contains 6998 members 
Mstep: Class 19 contains 99147 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186261 members 
Mstep: Class 23 contains 50441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457756.000000 Penalty: 41666.851562
Iteration 157Q: 20 clusters Score -6.645776e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178993 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 6335 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54158 members 
Mstep: Class 16 contains 66854 members 
Mstep: Class 17 contains 18626 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 99143 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186222 members 
Mstep: Class 23 contains 50444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457808.000000 Penalty: 41666.851562
Iteration 158Q: 20 clusters Score -6.645781e+07 nChanged 192
Entering ConstructFrom: 
Score: -66457808.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (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: -20944.220703 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -20944.22 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 209 members 
Entering Unmasked Estep 
Score: -20157.779297 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -20157.78 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20530.894531 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -20530.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20640.046875 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -20640.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20691.869141 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -20691.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20714.218750 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -20714.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20757.833984 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -20757.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20774.490234 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -20774.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20792.320312 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -20792.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20807.765625 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -20807.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20812.773438 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -20812.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20817.095703 Penalty: 1989.096680
	Iteration 10Q: 3 clusters Score -20817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20817.853516 Penalty: 1989.096680
	Iteration 11Q: 3 clusters Score -20817.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20818.480469 Penalty: 1989.096680
	Iteration 12Q: 3 clusters Score -20818.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20818.480469 Penalty: 1989.096680
	Iteration 13F: 3 clusters Score -20818.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -41686.730469 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -41686.73 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 287 members 
Entering Unmasked Estep 
Score: -40717.917969 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -40717.92 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41063.875000 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -41063.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41280.296875 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -41280.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -41514.273438 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -41514.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -41707.859375 Penalty: 2057.738037
	Iteration 4F: 3 clusters Score -41707.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -41786.742188 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -41786.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -41802.632812 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -41802.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -41808.839844 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -41808.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -41808.839844 Penalty: 2057.738037
	Iteration 8F: 3 clusters Score -41808.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 89 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 179004 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54160 members 
Mstep: Class 16 contains 66855 members 
Mstep: Class 17 contains 18715 members 
Mstep: Class 18 contains 6986 members 
Mstep: Class 19 contains 99142 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186176 members 
Mstep: Class 23 contains 50441 members 
Entering Unmasked Estep 
Score: -66456868.000000 Penalty: 43859.843750
Splitting cluster 2 changes total score from -66457808.000000 to -66456868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -99598.742188 Penalty: 1149.543945
	Iteration 0F: 2 clusters Score -99598.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -98053.828125 Penalty: 2299.087891
	Iteration 0F: 3 clusters Score -98053.83 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98408.398438 Penalty: 2299.087891
	Iteration 1F: 3 clusters Score -98408.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98497.093750 Penalty: 2299.087891
	Iteration 2F: 3 clusters Score -98497.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -98540.828125 Penalty: 2299.087891
	Iteration 3Q: 3 clusters Score -98540.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -98587.617188 Penalty: 2299.087891
	Iteration 4Q: 3 clusters Score -98587.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -98656.929688 Penalty: 2299.087891
	Iteration 5Q: 3 clusters Score -98656.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98741.656250 Penalty: 2299.087891
	Iteration 6Q: 3 clusters Score -98741.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -98850.828125 Penalty: 2299.087891
	Iteration 7Q: 3 clusters Score -98850.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98959.414062 Penalty: 2299.087891
	Iteration 8Q: 3 clusters Score -98959.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99139.500000 Penalty: 2299.087891
	Iteration 9F: 3 clusters Score -99139.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99313.351562 Penalty: 2299.087891
	Iteration 10F: 3 clusters Score -99313.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99431.953125 Penalty: 2299.087891
	Iteration 11Q: 3 clusters Score -99431.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99498.093750 Penalty: 2299.087891
	Iteration 12Q: 3 clusters Score -99498.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -99555.843750 Penalty: 2299.087891
	Iteration 13Q: 3 clusters Score -99555.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99575.992188 Penalty: 2299.087891
	Iteration 14Q: 3 clusters Score -99575.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99586.671875 Penalty: 2299.087891
	Iteration 15Q: 3 clusters Score -99586.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -99589.992188 Penalty: 2299.087891
	Iteration 16Q: 3 clusters Score -99589.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99590.640625 Penalty: 2299.087891
	Iteration 17Q: 3 clusters Score -99590.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99590.640625 Penalty: 2299.087891
	Iteration 18F: 3 clusters Score -99590.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -60116.437500 Penalty: 1081.299805
	Iteration 0F: 2 clusters Score -60116.44 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 385 members 
Entering Unmasked Estep 
Score: -58857.617188 Penalty: 2162.599609
	Iteration 0F: 3 clusters Score -58857.62 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59101.230469 Penalty: 2162.599609
	Iteration 1F: 3 clusters Score -59101.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59215.417969 Penalty: 2162.599609
	Iteration 2F: 3 clusters Score -59215.42 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59345.859375 Penalty: 2162.599609
	Iteration 3F: 3 clusters Score -59345.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59447.714844 Penalty: 2162.599609
	Iteration 4F: 3 clusters Score -59447.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59546.218750 Penalty: 2162.599609
	Iteration 5F: 3 clusters Score -59546.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59621.921875 Penalty: 2162.599609
	Iteration 6Q: 3 clusters Score -59621.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59681.738281 Penalty: 2162.599609
	Iteration 7Q: 3 clusters Score -59681.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59713.445312 Penalty: 2162.599609
	Iteration 8Q: 3 clusters Score -59713.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59714.777344 Penalty: 2162.599609
	Iteration 9Q: 3 clusters Score -59714.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59715.359375 Penalty: 2162.599609
	Iteration 10Q: 3 clusters Score -59715.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59716.320312 Penalty: 2162.599609
	Iteration 11Q: 3 clusters Score -59716.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59717.300781 Penalty: 2162.599609
	Iteration 12Q: 3 clusters Score -59717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59717.300781 Penalty: 2162.599609
	Iteration 13F: 3 clusters Score -59717.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -35859.835938 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -35859.84 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 240 members 
Entering Unmasked Estep 
Score: -34910.957031 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -34910.96 nChanged 124
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: -35100.570312 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -35100.57 nChanged 39
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: -35176.878906 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -35176.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35237.902344 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -35237.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35363.640625 Penalty: 2006.480469
	Iteration 4F: 3 clusters Score -35363.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35456.031250 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -35456.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35500.078125 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -35500.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35547.218750 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -35547.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35553.187500 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -35553.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35553.187500 Penalty: 2006.480469
	Iteration 9F: 3 clusters Score -35553.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179004 members 
Entering Unmasked Estep 
Score: -16710049.000000 Penalty: 1965.463989
	Iteration 0F: 2 clusters Score -1.671005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -16593240.000000 Penalty: 3930.927979
	Iteration 0F: 3 clusters Score -1.659324e+07 nChanged 86872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -16645353.000000 Penalty: 3930.927979
	Iteration 1F: 3 clusters Score -1.664535e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -16646930.000000 Penalty: 3930.927979
	Iteration 2Q: 3 clusters Score -1.664693e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -16648850.000000 Penalty: 3930.927979
	Iteration 3Q: 3 clusters Score -1.664885e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -16651668.000000 Penalty: 3930.927979
	Iteration 4Q: 3 clusters Score -1.665167e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -16655395.000000 Penalty: 3930.927979
	Iteration 5Q: 3 clusters Score -1.66554e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -16660523.000000 Penalty: 3930.927979
	Iteration 6F: 3 clusters Score -1.666052e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97324 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -16666592.000000 Penalty: 3930.927979
	Iteration 7F: 3 clusters Score -1.666659e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -16673834.000000 Penalty: 3930.927979
	Iteration 8F: 3 clusters Score -1.667383e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -16681176.000000 Penalty: 3930.927979
	Iteration 9F: 3 clusters Score -1.668118e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99093 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -16686507.000000 Penalty: 3930.927979
	Iteration 10F: 3 clusters Score -1.668651e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -16689027.000000 Penalty: 3930.927979
	Iteration 11Q: 3 clusters Score -1.668903e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -16690413.000000 Penalty: 3930.927979
	Iteration 12Q: 3 clusters Score -1.669041e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -16691273.000000 Penalty: 3930.927979
	Iteration 13Q: 3 clusters Score -1.669127e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -16691774.000000 Penalty: 3930.927979
	Iteration 14Q: 3 clusters Score -1.669177e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -16692165.000000 Penalty: 3930.927979
	Iteration 15Q: 3 clusters Score -1.669216e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -16692683.000000 Penalty: 3930.927979
	Iteration 16Q: 3 clusters Score -1.669268e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104329 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -16693197.000000 Penalty: 3930.927979
	Iteration 17Q: 3 clusters Score -1.66932e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104831 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -16693671.000000 Penalty: 3930.927979
	Iteration 18Q: 3 clusters Score -1.669367e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -16694087.000000 Penalty: 3930.927979
	Iteration 19Q: 3 clusters Score -1.669409e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105612 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -16694575.000000 Penalty: 3930.927979
	Iteration 20F: 3 clusters Score -1.669458e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -16694930.000000 Penalty: 3930.927979
	Iteration 21Q: 3 clusters Score -1.669493e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -16695273.000000 Penalty: 3930.927979
	Iteration 22Q: 3 clusters Score -1.669527e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -16695632.000000 Penalty: 3930.927979
	Iteration 23Q: 3 clusters Score -1.669563e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -16696021.000000 Penalty: 3930.927979
	Iteration 24Q: 3 clusters Score -1.669602e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107604 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -16696356.000000 Penalty: 3930.927979
	Iteration 25Q: 3 clusters Score -1.669636e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107943 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -16696680.000000 Penalty: 3930.927979
	Iteration 26Q: 3 clusters Score -1.669668e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -16697013.000000 Penalty: 3930.927979
	Iteration 27Q: 3 clusters Score -1.669701e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -16697241.000000 Penalty: 3930.927979
	Iteration 28Q: 3 clusters Score -1.669724e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -16697520.000000 Penalty: 3930.927979
	Iteration 29Q: 3 clusters Score -1.669752e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -16697752.000000 Penalty: 3930.927979
	Iteration 30Q: 3 clusters Score -1.669775e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110004 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -16697873.000000 Penalty: 3930.927979
	Iteration 31Q: 3 clusters Score -1.669787e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110484 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -16698064.000000 Penalty: 3930.927979
	Iteration 32Q: 3 clusters Score -1.669806e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110992 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -16698195.000000 Penalty: 3930.927979
	Iteration 33Q: 3 clusters Score -1.66982e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -16698311.000000 Penalty: 3930.927979
	Iteration 34Q: 3 clusters Score -1.669831e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -16698453.000000 Penalty: 3930.927979
	Iteration 35Q: 3 clusters Score -1.669845e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112572 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -16698498.000000 Penalty: 3930.927979
	Iteration 36Q: 3 clusters Score -1.66985e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -16698620.000000 Penalty: 3930.927979
	Iteration 37Q: 3 clusters Score -1.669862e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -16698639.000000 Penalty: 3930.927979
	Iteration 38Q: 3 clusters Score -1.669864e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -16698672.000000 Penalty: 3930.927979
	Iteration 39Q: 3 clusters Score -1.669867e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114857 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -16698738.000000 Penalty: 3930.927979
	Iteration 40F: 3 clusters Score -1.669874e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115413 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -16698814.000000 Penalty: 3930.927979
	Iteration 41Q: 3 clusters Score -1.669881e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115948 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -16698799.000000 Penalty: 3930.927979
	Iteration 42Q: 3 clusters Score -1.66988e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -16698878.000000 Penalty: 3930.927979
	Iteration 43Q: 3 clusters Score -1.669888e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -16698866.000000 Penalty: 3930.927979
	Iteration 44Q: 3 clusters Score -1.669887e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117621 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -16698882.000000 Penalty: 3930.927979
	Iteration 45Q: 3 clusters Score -1.669888e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118167 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -16698935.000000 Penalty: 3930.927979
	Iteration 46Q: 3 clusters Score -1.669894e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -16699029.000000 Penalty: 3930.927979
	Iteration 47Q: 3 clusters Score -1.669903e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -16699011.000000 Penalty: 3930.927979
	Iteration 48Q: 3 clusters Score -1.669901e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -16699048.000000 Penalty: 3930.927979
	Iteration 49Q: 3 clusters Score -1.669905e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120435 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -16698986.000000 Penalty: 3930.927979
	Iteration 50Q: 3 clusters Score -1.669899e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121029 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -16698990.000000 Penalty: 3930.927979
	Iteration 51Q: 3 clusters Score -1.669899e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121647 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -16699020.000000 Penalty: 3930.927979
	Iteration 52Q: 3 clusters Score -1.669902e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122314 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -16699116.000000 Penalty: 3930.927979
	Iteration 53Q: 3 clusters Score -1.669912e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123021 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -16699195.000000 Penalty: 3930.927979
	Iteration 54Q: 3 clusters Score -1.66992e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123716 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -16699171.000000 Penalty: 3930.927979
	Iteration 55Q: 3 clusters Score -1.669917e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124416 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -16699188.000000 Penalty: 3930.927979
	Iteration 56Q: 3 clusters Score -1.669919e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125144 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -16699233.000000 Penalty: 3930.927979
	Iteration 57Q: 3 clusters Score -1.669923e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125943 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -16699211.000000 Penalty: 3930.927979
	Iteration 58Q: 3 clusters Score -1.669921e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -16699310.000000 Penalty: 3930.927979
	Iteration 59Q: 3 clusters Score -1.669931e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -16699296.000000 Penalty: 3930.927979
	Iteration 60F: 3 clusters Score -1.66993e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -16699304.000000 Penalty: 3930.927979
	Iteration 61Q: 3 clusters Score -1.66993e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -16699342.000000 Penalty: 3930.927979
	Iteration 62Q: 3 clusters Score -1.669934e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130480 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -16699455.000000 Penalty: 3930.927979
	Iteration 63Q: 3 clusters Score -1.669946e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131546 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -16699553.000000 Penalty: 3930.927979
	Iteration 64Q: 3 clusters Score -1.669955e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -16699652.000000 Penalty: 3930.927979
	Iteration 65Q: 3 clusters Score -1.669965e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133758 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -16699729.000000 Penalty: 3930.927979
	Iteration 66Q: 3 clusters Score -1.669973e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134909 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -16699842.000000 Penalty: 3930.927979
	Iteration 67Q: 3 clusters Score -1.669984e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136107 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -16699961.000000 Penalty: 3930.927979
	Iteration 68Q: 3 clusters Score -1.669996e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -16700031.000000 Penalty: 3930.927979
	Iteration 69Q: 3 clusters Score -1.670003e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138737 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -16700128.000000 Penalty: 3930.927979
	Iteration 70Q: 3 clusters Score -1.670013e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140094 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -16700213.000000 Penalty: 3930.927979
	Iteration 71Q: 3 clusters Score -1.670021e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -16700386.000000 Penalty: 3930.927979
	Iteration 72Q: 3 clusters Score -1.670039e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -16700658.000000 Penalty: 3930.927979
	Iteration 73Q: 3 clusters Score -1.670066e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -16700830.000000 Penalty: 3930.927979
	Iteration 74Q: 3 clusters Score -1.670083e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146247 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -16701089.000000 Penalty: 3930.927979
	Iteration 75Q: 3 clusters Score -1.670109e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147945 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -16701423.000000 Penalty: 3930.927979
	Iteration 76Q: 3 clusters Score -1.670142e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149759 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -16702060.000000 Penalty: 3930.927979
	Iteration 77Q: 3 clusters Score -1.670206e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -16702663.000000 Penalty: 3930.927979
	Iteration 78Q: 3 clusters Score -1.670266e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153430 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -16703195.000000 Penalty: 3930.927979
	Iteration 79Q: 3 clusters Score -1.67032e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155268 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -16703754.000000 Penalty: 3930.927979
	Iteration 80F: 3 clusters Score -1.670375e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157064 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -16704218.000000 Penalty: 3930.927979
	Iteration 81Q: 3 clusters Score -1.670422e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158820 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -16704673.000000 Penalty: 3930.927979
	Iteration 82Q: 3 clusters Score -1.670467e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160523 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -16704956.000000 Penalty: 3930.927979
	Iteration 83Q: 3 clusters Score -1.670496e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162135 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -16705375.000000 Penalty: 3930.927979
	Iteration 84Q: 3 clusters Score -1.670538e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -16705682.000000 Penalty: 3930.927979
	Iteration 85Q: 3 clusters Score -1.670568e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165304 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -16706024.000000 Penalty: 3930.927979
	Iteration 86Q: 3 clusters Score -1.670602e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166767 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -16706330.000000 Penalty: 3930.927979
	Iteration 87Q: 3 clusters Score -1.670633e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -16706642.000000 Penalty: 3930.927979
	Iteration 88Q: 3 clusters Score -1.670664e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -16706995.000000 Penalty: 3930.927979
	Iteration 89Q: 3 clusters Score -1.6707e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -16707271.000000 Penalty: 3930.927979
	Iteration 90Q: 3 clusters Score -1.670727e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -16707467.000000 Penalty: 3930.927979
	Iteration 91Q: 3 clusters Score -1.670747e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172582 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -16707629.000000 Penalty: 3930.927979
	Iteration 92Q: 3 clusters Score -1.670763e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173404 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -16707866.000000 Penalty: 3930.927979
	Iteration 93Q: 3 clusters Score -1.670787e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174103 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -16708051.000000 Penalty: 3930.927979
	Iteration 94Q: 3 clusters Score -1.670805e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174707 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -16708244.000000 Penalty: 3930.927979
	Iteration 95Q: 3 clusters Score -1.670824e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -16708356.000000 Penalty: 3930.927979
	Iteration 96Q: 3 clusters Score -1.670836e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175524 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -16708457.000000 Penalty: 3930.927979
	Iteration 97Q: 3 clusters Score -1.670846e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175818 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -16708502.000000 Penalty: 3930.927979
	Iteration 98Q: 3 clusters Score -1.67085e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176071 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -16708542.000000 Penalty: 3930.927979
	Iteration 99Q: 3 clusters Score -1.670854e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -16708585.000000 Penalty: 3930.927979
	Iteration 100F: 3 clusters Score -1.670858e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -16708624.000000 Penalty: 3930.927979
	Iteration 101Q: 3 clusters Score -1.670862e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176587 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -16708651.000000 Penalty: 3930.927979
	Iteration 102Q: 3 clusters Score -1.670865e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -16708657.000000 Penalty: 3930.927979
	Iteration 103Q: 3 clusters Score -1.670866e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176821 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -16708669.000000 Penalty: 3930.927979
	Iteration 104Q: 3 clusters Score -1.670867e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176916 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16708701.000000 Penalty: 3930.927979
	Iteration 105Q: 3 clusters Score -1.67087e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176991 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -16708691.000000 Penalty: 3930.927979
	Iteration 106Q: 3 clusters Score -1.670869e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177048 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16708688.000000 Penalty: 3930.927979
	Iteration 107Q: 3 clusters Score -1.670869e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -16708723.000000 Penalty: 3930.927979
	Iteration 108Q: 3 clusters Score -1.670872e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177162 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -16708744.000000 Penalty: 3930.927979
	Iteration 109Q: 3 clusters Score -1.670874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177208 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -16708742.000000 Penalty: 3930.927979
	Iteration 110Q: 3 clusters Score -1.670874e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177243 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16708756.000000 Penalty: 3930.927979
	Iteration 111Q: 3 clusters Score -1.670876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177281 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -16708779.000000 Penalty: 3930.927979
	Iteration 112Q: 3 clusters Score -1.670878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177308 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -16708768.000000 Penalty: 3930.927979
	Iteration 113Q: 3 clusters Score -1.670877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177325 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -16708776.000000 Penalty: 3930.927979
	Iteration 114Q: 3 clusters Score -1.670878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177336 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -16708793.000000 Penalty: 3930.927979
	Iteration 115Q: 3 clusters Score -1.670879e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177349 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -16708771.000000 Penalty: 3930.927979
	Iteration 116Q: 3 clusters Score -1.670877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177363 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16708785.000000 Penalty: 3930.927979
	Iteration 117Q: 3 clusters Score -1.670878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -16708786.000000 Penalty: 3930.927979
	Iteration 118Q: 3 clusters Score -1.670879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177383 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -16708789.000000 Penalty: 3930.927979
	Iteration 119Q: 3 clusters Score -1.670879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177387 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16708789.000000 Penalty: 3930.927979
	Iteration 120F: 3 clusters Score -1.670879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177389 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16708806.000000 Penalty: 3930.927979
	Iteration 121Q: 3 clusters Score -1.670881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177395 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16708811.000000 Penalty: 3930.927979
	Iteration 122Q: 3 clusters Score -1.670881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -16708811.000000 Penalty: 3930.927979
	Iteration 123Q: 3 clusters Score -1.670881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177398 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -16708808.000000 Penalty: 3930.927979
	Iteration 124Q: 3 clusters Score -1.670881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -16708807.000000 Penalty: 3930.927979
	Iteration 125Q: 3 clusters Score -1.670881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177403 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -16708802.000000 Penalty: 3930.927979
	Iteration 126Q: 3 clusters Score -1.67088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177406 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16708802.000000 Penalty: 3930.927979
	Iteration 127Q: 3 clusters Score -1.67088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177411 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16708808.000000 Penalty: 3930.927979
	Iteration 128Q: 3 clusters Score -1.670881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177415 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -16708817.000000 Penalty: 3930.927979
	Iteration 129Q: 3 clusters Score -1.670882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177421 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16708809.000000 Penalty: 3930.927979
	Iteration 130Q: 3 clusters Score -1.670881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16708805.000000 Penalty: 3930.927979
	Iteration 131Q: 3 clusters Score -1.67088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177430 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -16708814.000000 Penalty: 3930.927979
	Iteration 132Q: 3 clusters Score -1.670881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16708815.000000 Penalty: 3930.927979
	Iteration 133Q: 3 clusters Score -1.670882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177451 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16708816.000000 Penalty: 3930.927979
	Iteration 134Q: 3 clusters Score -1.670882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177457 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -16708820.000000 Penalty: 3930.927979
	Iteration 135Q: 3 clusters Score -1.670882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177462 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16708808.000000 Penalty: 3930.927979
	Iteration 136Q: 3 clusters Score -1.670881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177463 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -16708804.000000 Penalty: 3930.927979
	Iteration 137Q: 3 clusters Score -1.67088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177468 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -16708794.000000 Penalty: 3930.927979
	Iteration 138Q: 3 clusters Score -1.670879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177476 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16708801.000000 Penalty: 3930.927979
	Iteration 139Q: 3 clusters Score -1.67088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177480 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16708800.000000 Penalty: 3930.927979
	Iteration 140F: 3 clusters Score -1.67088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177487 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -16708803.000000 Penalty: 3930.927979
	Iteration 141Q: 3 clusters Score -1.67088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177493 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16708807.000000 Penalty: 3930.927979
	Iteration 142Q: 3 clusters Score -1.670881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177502 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -16708801.000000 Penalty: 3930.927979
	Iteration 143Q: 3 clusters Score -1.67088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177508 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -16708807.000000 Penalty: 3930.927979
	Iteration 144Q: 3 clusters Score -1.670881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177512 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -16708818.000000 Penalty: 3930.927979
	Iteration 145Q: 3 clusters Score -1.670882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177518 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16708811.000000 Penalty: 3930.927979
	Iteration 146Q: 3 clusters Score -1.670881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177524 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -16708815.000000 Penalty: 3930.927979
	Iteration 147Q: 3 clusters Score -1.670882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177530 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -16708814.000000 Penalty: 3930.927979
	Iteration 148Q: 3 clusters Score -1.670881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177536 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16708805.000000 Penalty: 3930.927979
	Iteration 149Q: 3 clusters Score -1.67088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177540 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -16708814.000000 Penalty: 3930.927979
	Iteration 150Q: 3 clusters Score -1.670881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177543 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -16708805.000000 Penalty: 3930.927979
	Iteration 151Q: 3 clusters Score -1.67088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177545 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16708807.000000 Penalty: 3930.927979
	Iteration 152Q: 3 clusters Score -1.670881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177548 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -16708821.000000 Penalty: 3930.927979
	Iteration 153Q: 3 clusters Score -1.670882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16708815.000000 Penalty: 3930.927979
	Iteration 154Q: 3 clusters Score -1.670882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177555 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16708813.000000 Penalty: 3930.927979
	Iteration 155Q: 3 clusters Score -1.670881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -16708813.000000 Penalty: 3930.927979
	Iteration 156Q: 3 clusters Score -1.670881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -16708814.000000 Penalty: 3930.927979
	Iteration 157Q: 3 clusters Score -1.670881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177569 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16708817.000000 Penalty: 3930.927979
	Iteration 158Q: 3 clusters Score -1.670882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177571 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16708815.000000 Penalty: 3930.927979
	Iteration 159Q: 3 clusters Score -1.670882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177574 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16708814.000000 Penalty: 3930.927979
	Iteration 160F: 3 clusters Score -1.670881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177575 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16708808.000000 Penalty: 3930.927979
	Iteration 161Q: 3 clusters Score -1.670881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -16708817.000000 Penalty: 3930.927979
	Iteration 162Q: 3 clusters Score -1.670882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -16708817.000000 Penalty: 3930.927979
	Iteration 163F: 3 clusters Score -1.670882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Entering Unmasked Estep 
Score: -3817522.250000 Penalty: 1722.864746
	Iteration 0F: 2 clusters Score -3817522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3790730.500000 Penalty: 3445.729492
	Iteration 0F: 3 clusters Score -3790730 nChanged 18691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3800887.500000 Penalty: 3445.729492
	Iteration 1F: 3 clusters Score -3800888 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3801175.750000 Penalty: 3445.729492
	Iteration 2Q: 3 clusters Score -3801176 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3801492.250000 Penalty: 3445.729492
	Iteration 3Q: 3 clusters Score -3801492 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3801827.000000 Penalty: 3445.729492
	Iteration 4Q: 3 clusters Score -3801827 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3802348.500000 Penalty: 3445.729492
	Iteration 5Q: 3 clusters Score -3802348 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3803170.250000 Penalty: 3445.729492
	Iteration 6Q: 3 clusters Score -3803170 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3804727.500000 Penalty: 3445.729492
	Iteration 7F: 3 clusters Score -3804728 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3807202.500000 Penalty: 3445.729492
	Iteration 8F: 3 clusters Score -3807202 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3810561.000000 Penalty: 3445.729492
	Iteration 9F: 3 clusters Score -3810561 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3813383.750000 Penalty: 3445.729492
	Iteration 10F: 3 clusters Score -3813384 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3814976.250000 Penalty: 3445.729492
	Iteration 11Q: 3 clusters Score -3814976 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3815567.750000 Penalty: 3445.729492
	Iteration 12Q: 3 clusters Score -3815568 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3815808.000000 Penalty: 3445.729492
	Iteration 13Q: 3 clusters Score -3815808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3815898.250000 Penalty: 3445.729492
	Iteration 14Q: 3 clusters Score -3815898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3815961.000000 Penalty: 3445.729492
	Iteration 15Q: 3 clusters Score -3815961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3815992.500000 Penalty: 3445.729492
	Iteration 16Q: 3 clusters Score -3815992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3816018.750000 Penalty: 3445.729492
	Iteration 17Q: 3 clusters Score -3816019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3816035.750000 Penalty: 3445.729492
	Iteration 18Q: 3 clusters Score -3816036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3816049.250000 Penalty: 3445.729492
	Iteration 19Q: 3 clusters Score -3816049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3816052.500000 Penalty: 3445.729492
	Iteration 20F: 3 clusters Score -3816052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3816058.250000 Penalty: 3445.729492
	Iteration 21Q: 3 clusters Score -3816058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3816053.750000 Penalty: 3445.729492
	Iteration 22Q: 3 clusters Score -3816054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3816057.500000 Penalty: 3445.729492
	Iteration 23Q: 3 clusters Score -3816058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3816057.750000 Penalty: 3445.729492
	Iteration 24Q: 3 clusters Score -3816058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3816059.750000 Penalty: 3445.729492
	Iteration 25Q: 3 clusters Score -3816060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3816059.750000 Penalty: 3445.729492
	Iteration 26F: 3 clusters Score -3816060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -563836.875000 Penalty: 1421.238037
	Iteration 0F: 2 clusters Score -563836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -559076.437500 Penalty: 2842.476074
	Iteration 0F: 3 clusters Score -559076.4 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -560425.062500 Penalty: 2842.476074
	Iteration 1F: 3 clusters Score -560425.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -560571.250000 Penalty: 2842.476074
	Iteration 2F: 3 clusters Score -560571.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -560668.875000 Penalty: 2842.476074
	Iteration 3Q: 3 clusters Score -560668.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -560754.000000 Penalty: 2842.476074
	Iteration 4Q: 3 clusters Score -560754 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -560826.812500 Penalty: 2842.476074
	Iteration 5Q: 3 clusters Score -560826.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -560890.062500 Penalty: 2842.476074
	Iteration 6Q: 3 clusters Score -560890.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -560938.375000 Penalty: 2842.476074
	Iteration 7Q: 3 clusters Score -560938.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -560974.687500 Penalty: 2842.476074
	Iteration 8Q: 3 clusters Score -560974.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -561003.250000 Penalty: 2842.476074
	Iteration 9Q: 3 clusters Score -561003.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -561038.687500 Penalty: 2842.476074
	Iteration 10Q: 3 clusters Score -561038.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -561073.000000 Penalty: 2842.476074
	Iteration 11Q: 3 clusters Score -561073 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -561118.125000 Penalty: 2842.476074
	Iteration 12Q: 3 clusters Score -561118.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -561157.687500 Penalty: 2842.476074
	Iteration 13Q: 3 clusters Score -561157.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -561208.062500 Penalty: 2842.476074
	Iteration 14Q: 3 clusters Score -561208.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -561263.062500 Penalty: 2842.476074
	Iteration 15Q: 3 clusters Score -561263.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -561317.875000 Penalty: 2842.476074
	Iteration 16Q: 3 clusters Score -561317.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -561393.375000 Penalty: 2842.476074
	Iteration 17Q: 3 clusters Score -561393.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -561464.187500 Penalty: 2842.476074
	Iteration 18Q: 3 clusters Score -561464.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -561528.437500 Penalty: 2842.476074
	Iteration 19Q: 3 clusters Score -561528.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -561601.000000 Penalty: 2842.476074
	Iteration 20F: 3 clusters Score -561601 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -561683.500000 Penalty: 2842.476074
	Iteration 21Q: 3 clusters Score -561683.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -561778.000000 Penalty: 2842.476074
	Iteration 22Q: 3 clusters Score -561778 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -561881.125000 Penalty: 2842.476074
	Iteration 23Q: 3 clusters Score -561881.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -561986.125000 Penalty: 2842.476074
	Iteration 24Q: 3 clusters Score -561986.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -562099.125000 Penalty: 2842.476074
	Iteration 25Q: 3 clusters Score -562099.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -562183.937500 Penalty: 2842.476074
	Iteration 26Q: 3 clusters Score -562183.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -562257.937500 Penalty: 2842.476074
	Iteration 27Q: 3 clusters Score -562257.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -562323.312500 Penalty: 2842.476074
	Iteration 28Q: 3 clusters Score -562323.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -562377.312500 Penalty: 2842.476074
	Iteration 29Q: 3 clusters Score -562377.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -562424.625000 Penalty: 2842.476074
	Iteration 30Q: 3 clusters Score -562424.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -562461.437500 Penalty: 2842.476074
	Iteration 31Q: 3 clusters Score -562461.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -562488.687500 Penalty: 2842.476074
	Iteration 32Q: 3 clusters Score -562488.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -562522.437500 Penalty: 2842.476074
	Iteration 33Q: 3 clusters Score -562522.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -562542.375000 Penalty: 2842.476074
	Iteration 34Q: 3 clusters Score -562542.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -562559.062500 Penalty: 2842.476074
	Iteration 35Q: 3 clusters Score -562559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -562567.937500 Penalty: 2842.476074
	Iteration 36Q: 3 clusters Score -562567.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -562573.250000 Penalty: 2842.476074
	Iteration 37Q: 3 clusters Score -562573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -562582.625000 Penalty: 2842.476074
	Iteration 38Q: 3 clusters Score -562582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -562587.312500 Penalty: 2842.476074
	Iteration 39Q: 3 clusters Score -562587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -562590.812500 Penalty: 2842.476074
	Iteration 40F: 3 clusters Score -562590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -562594.562500 Penalty: 2842.476074
	Iteration 41Q: 3 clusters Score -562594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -562600.875000 Penalty: 2842.476074
	Iteration 42Q: 3 clusters Score -562600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -562608.000000 Penalty: 2842.476074
	Iteration 43Q: 3 clusters Score -562608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -562613.125000 Penalty: 2842.476074
	Iteration 44Q: 3 clusters Score -562613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -562613.062500 Penalty: 2842.476074
	Iteration 45Q: 3 clusters Score -562613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -562613.062500 Penalty: 2842.476074
	Iteration 46F: 3 clusters Score -562613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Entering Unmasked Estep 
Score: -406144.687500 Penalty: 1369.821777
	Iteration 0F: 2 clusters Score -406144.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -402482.875000 Penalty: 2739.643555
	Iteration 0F: 3 clusters Score -402482.9 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -403559.593750 Penalty: 2739.643555
	Iteration 1F: 3 clusters Score -403559.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -403846.187500 Penalty: 2739.643555
	Iteration 2F: 3 clusters Score -403846.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -404081.531250 Penalty: 2739.643555
	Iteration 3F: 3 clusters Score -404081.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -404270.093750 Penalty: 2739.643555
	Iteration 4F: 3 clusters Score -404270.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -404425.406250 Penalty: 2739.643555
	Iteration 5Q: 3 clusters Score -404425.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -404546.062500 Penalty: 2739.643555
	Iteration 6Q: 3 clusters Score -404546.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -404659.156250 Penalty: 2739.643555
	Iteration 7Q: 3 clusters Score -404659.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -404746.093750 Penalty: 2739.643555
	Iteration 8Q: 3 clusters Score -404746.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -404818.312500 Penalty: 2739.643555
	Iteration 9Q: 3 clusters Score -404818.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -404871.781250 Penalty: 2739.643555
	Iteration 10Q: 3 clusters Score -404871.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -404924.125000 Penalty: 2739.643555
	Iteration 11Q: 3 clusters Score -404924.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -404971.906250 Penalty: 2739.643555
	Iteration 12Q: 3 clusters Score -404971.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -405013.781250 Penalty: 2739.643555
	Iteration 13Q: 3 clusters Score -405013.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -405048.031250 Penalty: 2739.643555
	Iteration 14Q: 3 clusters Score -405048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -405073.656250 Penalty: 2739.643555
	Iteration 15Q: 3 clusters Score -405073.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -405103.250000 Penalty: 2739.643555
	Iteration 16Q: 3 clusters Score -405103.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -405131.031250 Penalty: 2739.643555
	Iteration 17Q: 3 clusters Score -405131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -405159.000000 Penalty: 2739.643555
	Iteration 18Q: 3 clusters Score -405159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -405187.187500 Penalty: 2739.643555
	Iteration 19Q: 3 clusters Score -405187.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -405220.406250 Penalty: 2739.643555
	Iteration 20F: 3 clusters Score -405220.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -405254.406250 Penalty: 2739.643555
	Iteration 21Q: 3 clusters Score -405254.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -405287.625000 Penalty: 2739.643555
	Iteration 22Q: 3 clusters Score -405287.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -405310.687500 Penalty: 2739.643555
	Iteration 23Q: 3 clusters Score -405310.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -405334.406250 Penalty: 2739.643555
	Iteration 24Q: 3 clusters Score -405334.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -405362.375000 Penalty: 2739.643555
	Iteration 25Q: 3 clusters Score -405362.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -405386.687500 Penalty: 2739.643555
	Iteration 26Q: 3 clusters Score -405386.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -405401.312500 Penalty: 2739.643555
	Iteration 27Q: 3 clusters Score -405401.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -405413.750000 Penalty: 2739.643555
	Iteration 28Q: 3 clusters Score -405413.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -405423.968750 Penalty: 2739.643555
	Iteration 29Q: 3 clusters Score -405424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -405431.718750 Penalty: 2739.643555
	Iteration 30Q: 3 clusters Score -405431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -405436.781250 Penalty: 2739.643555
	Iteration 31Q: 3 clusters Score -405436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -405441.906250 Penalty: 2739.643555
	Iteration 32Q: 3 clusters Score -405441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -405444.875000 Penalty: 2739.643555
	Iteration 33Q: 3 clusters Score -405444.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -405447.281250 Penalty: 2739.643555
	Iteration 34Q: 3 clusters Score -405447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -405450.437500 Penalty: 2739.643555
	Iteration 35Q: 3 clusters Score -405450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -405450.937500 Penalty: 2739.643555
	Iteration 36Q: 3 clusters Score -405450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -405451.218750 Penalty: 2739.643555
	Iteration 37Q: 3 clusters Score -405451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -405451.218750 Penalty: 2739.643555
	Iteration 38F: 3 clusters Score -405451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37974.796875 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -37974.8 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 289 members 
Entering Unmasked Estep 
Score: -36956.812500 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -36956.81 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37247.113281 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -37247.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37380.917969 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -37380.92 nChanged 26
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: -37439.773438 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -37439.77 nChanged 19
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: -37484.187500 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -37484.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37522.351562 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -37522.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37552.617188 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -37552.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37559.027344 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -37559.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37566.332031 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -37566.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37568.019531 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -37568.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37569.910156 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -37569.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37569.910156 Penalty: 2057.738037
	Iteration 11F: 3 clusters Score -37569.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Entering Unmasked Estep 
Score: -855585.312500 Penalty: 1482.404907
	Iteration 0F: 2 clusters Score -855585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -848963.187500 Penalty: 2964.809814
	Iteration 0F: 3 clusters Score -848963.2 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -851007.437500 Penalty: 2964.809814
	Iteration 1F: 3 clusters Score -851007.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -851244.375000 Penalty: 2964.809814
	Iteration 2F: 3 clusters Score -851244.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -851437.125000 Penalty: 2964.809814
	Iteration 3Q: 3 clusters Score -851437.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -851601.500000 Penalty: 2964.809814
	Iteration 4Q: 3 clusters Score -851601.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -851745.062500 Penalty: 2964.809814
	Iteration 5Q: 3 clusters Score -851745.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -851876.187500 Penalty: 2964.809814
	Iteration 6Q: 3 clusters Score -851876.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -852008.000000 Penalty: 2964.809814
	Iteration 7Q: 3 clusters Score -852008 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -852136.437500 Penalty: 2964.809814
	Iteration 8Q: 3 clusters Score -852136.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -852235.125000 Penalty: 2964.809814
	Iteration 9Q: 3 clusters Score -852235.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -852323.562500 Penalty: 2964.809814
	Iteration 10Q: 3 clusters Score -852323.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -852407.250000 Penalty: 2964.809814
	Iteration 11Q: 3 clusters Score -852407.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -852510.937500 Penalty: 2964.809814
	Iteration 12Q: 3 clusters Score -852510.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -852619.687500 Penalty: 2964.809814
	Iteration 13Q: 3 clusters Score -852619.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -852726.125000 Penalty: 2964.809814
	Iteration 14Q: 3 clusters Score -852726.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -852841.000000 Penalty: 2964.809814
	Iteration 15Q: 3 clusters Score -852841 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -852966.437500 Penalty: 2964.809814
	Iteration 16Q: 3 clusters Score -852966.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -853096.312500 Penalty: 2964.809814
	Iteration 17Q: 3 clusters Score -853096.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -853209.812500 Penalty: 2964.809814
	Iteration 18Q: 3 clusters Score -853209.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -853326.000000 Penalty: 2964.809814
	Iteration 19Q: 3 clusters Score -853326 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -853453.437500 Penalty: 2964.809814
	Iteration 20F: 3 clusters Score -853453.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -853588.187500 Penalty: 2964.809814
	Iteration 21Q: 3 clusters Score -853588.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -853697.062500 Penalty: 2964.809814
	Iteration 22Q: 3 clusters Score -853697.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -853764.750000 Penalty: 2964.809814
	Iteration 23Q: 3 clusters Score -853764.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -853806.062500 Penalty: 2964.809814
	Iteration 24Q: 3 clusters Score -853806.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -853836.187500 Penalty: 2964.809814
	Iteration 25Q: 3 clusters Score -853836.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -853861.562500 Penalty: 2964.809814
	Iteration 26Q: 3 clusters Score -853861.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -853866.562500 Penalty: 2964.809814
	Iteration 27Q: 3 clusters Score -853866.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -853873.625000 Penalty: 2964.809814
	Iteration 28Q: 3 clusters Score -853873.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -853879.125000 Penalty: 2964.809814
	Iteration 29Q: 3 clusters Score -853879.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -853877.937500 Penalty: 2964.809814
	Iteration 30Q: 3 clusters Score -853877.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -853879.875000 Penalty: 2964.809814
	Iteration 31Q: 3 clusters Score -853879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -853882.375000 Penalty: 2964.809814
	Iteration 32Q: 3 clusters Score -853882.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -853887.375000 Penalty: 2964.809814
	Iteration 33Q: 3 clusters Score -853887.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -853889.812500 Penalty: 2964.809814
	Iteration 34Q: 3 clusters Score -853889.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -853891.750000 Penalty: 2964.809814
	Iteration 35Q: 3 clusters Score -853891.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -853895.000000 Penalty: 2964.809814
	Iteration 36Q: 3 clusters Score -853895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -853897.375000 Penalty: 2964.809814
	Iteration 37Q: 3 clusters Score -853897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -853901.687500 Penalty: 2964.809814
	Iteration 38Q: 3 clusters Score -853901.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -853901.500000 Penalty: 2964.809814
	Iteration 39Q: 3 clusters Score -853901.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -853902.812500 Penalty: 2964.809814
	Iteration 40F: 3 clusters Score -853902.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -853906.500000 Penalty: 2964.809814
	Iteration 41Q: 3 clusters Score -853906.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -853909.125000 Penalty: 2964.809814
	Iteration 42Q: 3 clusters Score -853909.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -853914.500000 Penalty: 2964.809814
	Iteration 43Q: 3 clusters Score -853914.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -853919.000000 Penalty: 2964.809814
	Iteration 44Q: 3 clusters Score -853919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -853924.250000 Penalty: 2964.809814
	Iteration 45Q: 3 clusters Score -853924.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -853929.625000 Penalty: 2964.809814
	Iteration 46Q: 3 clusters Score -853929.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -853936.375000 Penalty: 2964.809814
	Iteration 47Q: 3 clusters Score -853936.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -853942.562500 Penalty: 2964.809814
	Iteration 48Q: 3 clusters Score -853942.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -853950.125000 Penalty: 2964.809814
	Iteration 49Q: 3 clusters Score -853950.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -853959.062500 Penalty: 2964.809814
	Iteration 50Q: 3 clusters Score -853959.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -853962.437500 Penalty: 2964.809814
	Iteration 51Q: 3 clusters Score -853962.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -853971.875000 Penalty: 2964.809814
	Iteration 52Q: 3 clusters Score -853971.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -853983.500000 Penalty: 2964.809814
	Iteration 53Q: 3 clusters Score -853983.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -853991.937500 Penalty: 2964.809814
	Iteration 54Q: 3 clusters Score -853991.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -854005.000000 Penalty: 2964.809814
	Iteration 55Q: 3 clusters Score -854005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -854027.437500 Penalty: 2964.809814
	Iteration 56Q: 3 clusters Score -854027.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -854059.875000 Penalty: 2964.809814
	Iteration 57Q: 3 clusters Score -854059.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -854092.750000 Penalty: 2964.809814
	Iteration 58Q: 3 clusters Score -854092.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -854120.750000 Penalty: 2964.809814
	Iteration 59Q: 3 clusters Score -854120.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -854154.125000 Penalty: 2964.809814
	Iteration 60F: 3 clusters Score -854154.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -854194.062500 Penalty: 2964.809814
	Iteration 61Q: 3 clusters Score -854194.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -854242.375000 Penalty: 2964.809814
	Iteration 62Q: 3 clusters Score -854242.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -854294.250000 Penalty: 2964.809814
	Iteration 63Q: 3 clusters Score -854294.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -854363.187500 Penalty: 2964.809814
	Iteration 64Q: 3 clusters Score -854363.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -854446.187500 Penalty: 2964.809814
	Iteration 65Q: 3 clusters Score -854446.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -854513.625000 Penalty: 2964.809814
	Iteration 66Q: 3 clusters Score -854513.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -854556.687500 Penalty: 2964.809814
	Iteration 67Q: 3 clusters Score -854556.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -854586.500000 Penalty: 2964.809814
	Iteration 68Q: 3 clusters Score -854586.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -854610.812500 Penalty: 2964.809814
	Iteration 69Q: 3 clusters Score -854610.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -854633.125000 Penalty: 2964.809814
	Iteration 70Q: 3 clusters Score -854633.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -854656.375000 Penalty: 2964.809814
	Iteration 71Q: 3 clusters Score -854656.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -854668.687500 Penalty: 2964.809814
	Iteration 72Q: 3 clusters Score -854668.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -854685.187500 Penalty: 2964.809814
	Iteration 73Q: 3 clusters Score -854685.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -854692.500000 Penalty: 2964.809814
	Iteration 74Q: 3 clusters Score -854692.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -854697.375000 Penalty: 2964.809814
	Iteration 75Q: 3 clusters Score -854697.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -854707.375000 Penalty: 2964.809814
	Iteration 76Q: 3 clusters Score -854707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -854709.125000 Penalty: 2964.809814
	Iteration 77Q: 3 clusters Score -854709.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -854716.750000 Penalty: 2964.809814
	Iteration 78Q: 3 clusters Score -854716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -854724.000000 Penalty: 2964.809814
	Iteration 79Q: 3 clusters Score -854724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -854729.750000 Penalty: 2964.809814
	Iteration 80F: 3 clusters Score -854729.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -854733.437500 Penalty: 2964.809814
	Iteration 81Q: 3 clusters Score -854733.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -854737.750000 Penalty: 2964.809814
	Iteration 82Q: 3 clusters Score -854737.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -854741.500000 Penalty: 2964.809814
	Iteration 83Q: 3 clusters Score -854741.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -854743.437500 Penalty: 2964.809814
	Iteration 84Q: 3 clusters Score -854743.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -854743.812500 Penalty: 2964.809814
	Iteration 85Q: 3 clusters Score -854743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -854746.812500 Penalty: 2964.809814
	Iteration 86Q: 3 clusters Score -854746.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -854747.187500 Penalty: 2964.809814
	Iteration 87Q: 3 clusters Score -854747.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -854749.562500 Penalty: 2964.809814
	Iteration 88Q: 3 clusters Score -854749.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -854748.500000 Penalty: 2964.809814
	Iteration 89Q: 3 clusters Score -854748.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -854751.125000 Penalty: 2964.809814
	Iteration 90Q: 3 clusters Score -854751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -854750.312500 Penalty: 2964.809814
	Iteration 91Q: 3 clusters Score -854750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -854750.562500 Penalty: 2964.809814
	Iteration 92Q: 3 clusters Score -854750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -854750.375000 Penalty: 2964.809814
	Iteration 93Q: 3 clusters Score -854750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -854750.375000 Penalty: 2964.809814
	Iteration 94Q: 3 clusters Score -854750.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -854750.375000 Penalty: 2964.809814
	Iteration 95F: 3 clusters Score -854750.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Entering Unmasked Estep 
Score: -5124405.000000 Penalty: 1771.200928
	Iteration 0F: 2 clusters Score -5124405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5088175.500000 Penalty: 3542.401855
	Iteration 0F: 3 clusters Score -5088176 nChanged 25375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -5102570.500000 Penalty: 3542.401855
	Iteration 1F: 3 clusters Score -5102570 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -5103252.000000 Penalty: 3542.401855
	Iteration 2Q: 3 clusters Score -5103252 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -5104170.000000 Penalty: 3542.401855
	Iteration 3Q: 3 clusters Score -5104170 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -5105659.000000 Penalty: 3542.401855
	Iteration 4F: 3 clusters Score -5105659 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5107965.000000 Penalty: 3542.401855
	Iteration 5F: 3 clusters Score -5107965 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -5111226.500000 Penalty: 3542.401855
	Iteration 6F: 3 clusters Score -5111226 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5115049.500000 Penalty: 3542.401855
	Iteration 7F: 3 clusters Score -5115050 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5118356.000000 Penalty: 3542.401855
	Iteration 8F: 3 clusters Score -5118356 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5120176.500000 Penalty: 3542.401855
	Iteration 9Q: 3 clusters Score -5120176 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -5120920.000000 Penalty: 3542.401855
	Iteration 10Q: 3 clusters Score -5120920 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -5121214.500000 Penalty: 3542.401855
	Iteration 11Q: 3 clusters Score -5121214 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -5121455.000000 Penalty: 3542.401855
	Iteration 12Q: 3 clusters Score -5121455 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -5121631.000000 Penalty: 3542.401855
	Iteration 13Q: 3 clusters Score -5121631 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5121761.000000 Penalty: 3542.401855
	Iteration 14Q: 3 clusters Score -5121761 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -5121848.500000 Penalty: 3542.401855
	Iteration 15Q: 3 clusters Score -5121848 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -5121953.000000 Penalty: 3542.401855
	Iteration 16Q: 3 clusters Score -5121953 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -5122027.500000 Penalty: 3542.401855
	Iteration 17Q: 3 clusters Score -5122028 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -5122129.000000 Penalty: 3542.401855
	Iteration 18Q: 3 clusters Score -5122129 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -5122223.000000 Penalty: 3542.401855
	Iteration 19Q: 3 clusters Score -5122223 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -5122340.000000 Penalty: 3542.401855
	Iteration 20F: 3 clusters Score -5122340 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -5122403.000000 Penalty: 3542.401855
	Iteration 21Q: 3 clusters Score -5122403 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -5122501.000000 Penalty: 3542.401855
	Iteration 22Q: 3 clusters Score -5122501 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -5122552.000000 Penalty: 3542.401855
	Iteration 23Q: 3 clusters Score -5122552 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -5122618.000000 Penalty: 3542.401855
	Iteration 24Q: 3 clusters Score -5122618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -5122684.000000 Penalty: 3542.401855
	Iteration 25Q: 3 clusters Score -5122684 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -5122737.500000 Penalty: 3542.401855
	Iteration 26Q: 3 clusters Score -5122738 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -5122783.000000 Penalty: 3542.401855
	Iteration 27Q: 3 clusters Score -5122783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -5122832.500000 Penalty: 3542.401855
	Iteration 28Q: 3 clusters Score -5122832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -5122878.000000 Penalty: 3542.401855
	Iteration 29Q: 3 clusters Score -5122878 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -5122907.000000 Penalty: 3542.401855
	Iteration 30Q: 3 clusters Score -5122907 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -5122963.000000 Penalty: 3542.401855
	Iteration 31Q: 3 clusters Score -5122963 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -5122989.500000 Penalty: 3542.401855
	Iteration 32Q: 3 clusters Score -5122990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -5123034.000000 Penalty: 3542.401855
	Iteration 33Q: 3 clusters Score -5123034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -5123065.500000 Penalty: 3542.401855
	Iteration 34Q: 3 clusters Score -5123066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -5123092.000000 Penalty: 3542.401855
	Iteration 35Q: 3 clusters Score -5123092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -5123116.500000 Penalty: 3542.401855
	Iteration 36Q: 3 clusters Score -5123116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -5123123.500000 Penalty: 3542.401855
	Iteration 37Q: 3 clusters Score -5123124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -5123130.000000 Penalty: 3542.401855
	Iteration 38Q: 3 clusters Score -5123130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -5123146.500000 Penalty: 3542.401855
	Iteration 39Q: 3 clusters Score -5123146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -5123155.000000 Penalty: 3542.401855
	Iteration 40F: 3 clusters Score -5123155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -5123150.000000 Penalty: 3542.401855
	Iteration 41Q: 3 clusters Score -5123150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -5123163.000000 Penalty: 3542.401855
	Iteration 42Q: 3 clusters Score -5123163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -5123167.000000 Penalty: 3542.401855
	Iteration 43Q: 3 clusters Score -5123167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -5123174.500000 Penalty: 3542.401855
	Iteration 44Q: 3 clusters Score -5123174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -5123180.000000 Penalty: 3542.401855
	Iteration 45Q: 3 clusters Score -5123180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -5123177.000000 Penalty: 3542.401855
	Iteration 46Q: 3 clusters Score -5123177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -5123179.000000 Penalty: 3542.401855
	Iteration 47Q: 3 clusters Score -5123179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -5123182.000000 Penalty: 3542.401855
	Iteration 48Q: 3 clusters Score -5123182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -5123184.500000 Penalty: 3542.401855
	Iteration 49Q: 3 clusters Score -5123184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -5123178.000000 Penalty: 3542.401855
	Iteration 50Q: 3 clusters Score -5123178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -5123184.500000 Penalty: 3542.401855
	Iteration 51Q: 3 clusters Score -5123184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -5123186.500000 Penalty: 3542.401855
	Iteration 52Q: 3 clusters Score -5123186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -5123187.500000 Penalty: 3542.401855
	Iteration 53Q: 3 clusters Score -5123188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -5123190.000000 Penalty: 3542.401855
	Iteration 54Q: 3 clusters Score -5123190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -5123190.000000 Penalty: 3542.401855
	Iteration 55Q: 3 clusters Score -5123190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -5123188.500000 Penalty: 3542.401855
	Iteration 56Q: 3 clusters Score -5123188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -5123192.000000 Penalty: 3542.401855
	Iteration 57Q: 3 clusters Score -5123192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -5123193.500000 Penalty: 3542.401855
	Iteration 58Q: 3 clusters Score -5123194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -5123195.000000 Penalty: 3542.401855
	Iteration 59Q: 3 clusters Score -5123195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -5123196.000000 Penalty: 3542.401855
	Iteration 60F: 3 clusters Score -5123196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -5123196.000000 Penalty: 3542.401855
	Iteration 61Q: 3 clusters Score -5123196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -5123199.500000 Penalty: 3542.401855
	Iteration 62Q: 3 clusters Score -5123200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -5123202.000000 Penalty: 3542.401855
	Iteration 63Q: 3 clusters Score -5123202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -5123199.500000 Penalty: 3542.401855
	Iteration 64Q: 3 clusters Score -5123200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -5123208.000000 Penalty: 3542.401855
	Iteration 65Q: 3 clusters Score -5123208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -5123217.000000 Penalty: 3542.401855
	Iteration 66Q: 3 clusters Score -5123217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -5123220.000000 Penalty: 3542.401855
	Iteration 67Q: 3 clusters Score -5123220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -5123214.000000 Penalty: 3542.401855
	Iteration 68Q: 3 clusters Score -5123214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -5123214.000000 Penalty: 3542.401855
	Iteration 69Q: 3 clusters Score -5123214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -5123221.000000 Penalty: 3542.401855
	Iteration 70Q: 3 clusters Score -5123221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -5123218.000000 Penalty: 3542.401855
	Iteration 71Q: 3 clusters Score -5123218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -5123226.500000 Penalty: 3542.401855
	Iteration 72Q: 3 clusters Score -5123226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -5123227.000000 Penalty: 3542.401855
	Iteration 73Q: 3 clusters Score -5123227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -5123226.000000 Penalty: 3542.401855
	Iteration 74Q: 3 clusters Score -5123226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -5123233.000000 Penalty: 3542.401855
	Iteration 75Q: 3 clusters Score -5123233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -5123231.000000 Penalty: 3542.401855
	Iteration 76Q: 3 clusters Score -5123231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -5123231.000000 Penalty: 3542.401855
	Iteration 77Q: 3 clusters Score -5123231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -5123230.000000 Penalty: 3542.401855
	Iteration 78Q: 3 clusters Score -5123230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -5123226.000000 Penalty: 3542.401855
	Iteration 79Q: 3 clusters Score -5123226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -5123227.000000 Penalty: 3542.401855
	Iteration 80F: 3 clusters Score -5123227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -5123230.000000 Penalty: 3542.401855
	Iteration 81Q: 3 clusters Score -5123230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -5123233.500000 Penalty: 3542.401855
	Iteration 82Q: 3 clusters Score -5123234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -5123235.500000 Penalty: 3542.401855
	Iteration 83Q: 3 clusters Score -5123236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -5123237.500000 Penalty: 3542.401855
	Iteration 84Q: 3 clusters Score -5123238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -5123237.500000 Penalty: 3542.401855
	Iteration 85Q: 3 clusters Score -5123238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -5123234.500000 Penalty: 3542.401855
	Iteration 86Q: 3 clusters Score -5123234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -5123235.500000 Penalty: 3542.401855
	Iteration 87Q: 3 clusters Score -5123236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -5123240.000000 Penalty: 3542.401855
	Iteration 88Q: 3 clusters Score -5123240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -5123241.000000 Penalty: 3542.401855
	Iteration 89Q: 3 clusters Score -5123241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -5123241.000000 Penalty: 3542.401855
	Iteration 90Q: 3 clusters Score -5123241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -5123241.000000 Penalty: 3542.401855
	Iteration 91F: 3 clusters Score -5123241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Entering Unmasked Estep 
Score: -6345850.500000 Penalty: 1805.420654
	Iteration 0F: 2 clusters Score -6345850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -6301169.500000 Penalty: 3610.841309
	Iteration 0F: 3 clusters Score -6301170 nChanged 31481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -6319167.000000 Penalty: 3610.841309
	Iteration 1F: 3 clusters Score -6319167 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -6319682.000000 Penalty: 3610.841309
	Iteration 2Q: 3 clusters Score -6319682 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -6320338.000000 Penalty: 3610.841309
	Iteration 3Q: 3 clusters Score -6320338 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -6321230.500000 Penalty: 3610.841309
	Iteration 4Q: 3 clusters Score -6321230 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6322498.500000 Penalty: 3610.841309
	Iteration 5Q: 3 clusters Score -6322498 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6324602.500000 Penalty: 3610.841309
	Iteration 6F: 3 clusters Score -6324602 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -6327600.500000 Penalty: 3610.841309
	Iteration 7F: 3 clusters Score -6327600 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -6331197.500000 Penalty: 3610.841309
	Iteration 8F: 3 clusters Score -6331198 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -6334716.000000 Penalty: 3610.841309
	Iteration 9F: 3 clusters Score -6334716 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -6337088.000000 Penalty: 3610.841309
	Iteration 10Q: 3 clusters Score -6337088 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -6338415.000000 Penalty: 3610.841309
	Iteration 11Q: 3 clusters Score -6338415 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -6339192.500000 Penalty: 3610.841309
	Iteration 12Q: 3 clusters Score -6339192 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -6339871.000000 Penalty: 3610.841309
	Iteration 13Q: 3 clusters Score -6339871 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -6340440.500000 Penalty: 3610.841309
	Iteration 14Q: 3 clusters Score -6340440 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -6340932.000000 Penalty: 3610.841309
	Iteration 15Q: 3 clusters Score -6340932 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -6341446.500000 Penalty: 3610.841309
	Iteration 16Q: 3 clusters Score -6341446 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -6341898.500000 Penalty: 3610.841309
	Iteration 17Q: 3 clusters Score -6341898 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -6342362.000000 Penalty: 3610.841309
	Iteration 18Q: 3 clusters Score -6342362 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -6342734.500000 Penalty: 3610.841309
	Iteration 19Q: 3 clusters Score -6342734 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -6343019.500000 Penalty: 3610.841309
	Iteration 20F: 3 clusters Score -6343020 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6343274.500000 Penalty: 3610.841309
	Iteration 21Q: 3 clusters Score -6343274 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6343436.500000 Penalty: 3610.841309
	Iteration 22Q: 3 clusters Score -6343436 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6343608.500000 Penalty: 3610.841309
	Iteration 23Q: 3 clusters Score -6343608 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6343744.000000 Penalty: 3610.841309
	Iteration 24Q: 3 clusters Score -6343744 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6343864.500000 Penalty: 3610.841309
	Iteration 25Q: 3 clusters Score -6343864 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6343959.500000 Penalty: 3610.841309
	Iteration 26Q: 3 clusters Score -6343960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6344021.000000 Penalty: 3610.841309
	Iteration 27Q: 3 clusters Score -6344021 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6344096.000000 Penalty: 3610.841309
	Iteration 28Q: 3 clusters Score -6344096 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6344123.500000 Penalty: 3610.841309
	Iteration 29Q: 3 clusters Score -6344124 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6344152.500000 Penalty: 3610.841309
	Iteration 30Q: 3 clusters Score -6344152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6344190.500000 Penalty: 3610.841309
	Iteration 31Q: 3 clusters Score -6344190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6344199.000000 Penalty: 3610.841309
	Iteration 32Q: 3 clusters Score -6344199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6344218.000000 Penalty: 3610.841309
	Iteration 33Q: 3 clusters Score -6344218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6344216.000000 Penalty: 3610.841309
	Iteration 34Q: 3 clusters Score -6344216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6344225.500000 Penalty: 3610.841309
	Iteration 35Q: 3 clusters Score -6344226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6344241.000000 Penalty: 3610.841309
	Iteration 36Q: 3 clusters Score -6344241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6344246.500000 Penalty: 3610.841309
	Iteration 37Q: 3 clusters Score -6344246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6344254.000000 Penalty: 3610.841309
	Iteration 38Q: 3 clusters Score -6344254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6344250.000000 Penalty: 3610.841309
	Iteration 39Q: 3 clusters Score -6344250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6344242.500000 Penalty: 3610.841309
	Iteration 40F: 3 clusters Score -6344242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6344261.000000 Penalty: 3610.841309
	Iteration 41Q: 3 clusters Score -6344261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6344266.500000 Penalty: 3610.841309
	Iteration 42Q: 3 clusters Score -6344266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6344276.000000 Penalty: 3610.841309
	Iteration 43Q: 3 clusters Score -6344276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6344275.000000 Penalty: 3610.841309
	Iteration 44Q: 3 clusters Score -6344275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6344285.000000 Penalty: 3610.841309
	Iteration 45Q: 3 clusters Score -6344285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6344294.500000 Penalty: 3610.841309
	Iteration 46Q: 3 clusters Score -6344294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6344306.000000 Penalty: 3610.841309
	Iteration 47Q: 3 clusters Score -6344306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6344302.000000 Penalty: 3610.841309
	Iteration 48Q: 3 clusters Score -6344302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6344299.000000 Penalty: 3610.841309
	Iteration 49Q: 3 clusters Score -6344299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6344299.500000 Penalty: 3610.841309
	Iteration 50Q: 3 clusters Score -6344300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6344309.500000 Penalty: 3610.841309
	Iteration 51Q: 3 clusters Score -6344310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6344312.500000 Penalty: 3610.841309
	Iteration 52Q: 3 clusters Score -6344312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6344306.500000 Penalty: 3610.841309
	Iteration 53Q: 3 clusters Score -6344306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6344315.500000 Penalty: 3610.841309
	Iteration 54Q: 3 clusters Score -6344316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6344320.500000 Penalty: 3610.841309
	Iteration 55Q: 3 clusters Score -6344320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6344322.000000 Penalty: 3610.841309
	Iteration 56Q: 3 clusters Score -6344322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6344319.000000 Penalty: 3610.841309
	Iteration 57Q: 3 clusters Score -6344319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6344327.000000 Penalty: 3610.841309
	Iteration 58Q: 3 clusters Score -6344327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6344321.500000 Penalty: 3610.841309
	Iteration 59Q: 3 clusters Score -6344322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6344325.500000 Penalty: 3610.841309
	Iteration 60F: 3 clusters Score -6344326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6344323.000000 Penalty: 3610.841309
	Iteration 61Q: 3 clusters Score -6344323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6344326.500000 Penalty: 3610.841309
	Iteration 62Q: 3 clusters Score -6344326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6344325.000000 Penalty: 3610.841309
	Iteration 63Q: 3 clusters Score -6344325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6344325.500000 Penalty: 3610.841309
	Iteration 64Q: 3 clusters Score -6344326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6344325.000000 Penalty: 3610.841309
	Iteration 65Q: 3 clusters Score -6344325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6344328.000000 Penalty: 3610.841309
	Iteration 66Q: 3 clusters Score -6344328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6344326.000000 Penalty: 3610.841309
	Iteration 67Q: 3 clusters Score -6344326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6344326.500000 Penalty: 3610.841309
	Iteration 68Q: 3 clusters Score -6344326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6344326.500000 Penalty: 3610.841309
	Iteration 69F: 3 clusters Score -6344326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Entering Unmasked Estep 
Score: -1686028.250000 Penalty: 1598.525635
	Iteration 0F: 2 clusters Score -1686028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1673115.000000 Penalty: 3197.051270
	Iteration 0F: 3 clusters Score -1673115 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1677801.625000 Penalty: 3197.051270
	Iteration 1F: 3 clusters Score -1677802 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1678090.500000 Penalty: 3197.051270
	Iteration 2Q: 3 clusters Score -1678090 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1678362.125000 Penalty: 3197.051270
	Iteration 3Q: 3 clusters Score -1678362 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1678621.875000 Penalty: 3197.051270
	Iteration 4Q: 3 clusters Score -1678622 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1678876.375000 Penalty: 3197.051270
	Iteration 5Q: 3 clusters Score -1678876 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1679229.125000 Penalty: 3197.051270
	Iteration 6Q: 3 clusters Score -1679229 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1679735.250000 Penalty: 3197.051270
	Iteration 7F: 3 clusters Score -1679735 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1680425.875000 Penalty: 3197.051270
	Iteration 8F: 3 clusters Score -1680426 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1681286.125000 Penalty: 3197.051270
	Iteration 9F: 3 clusters Score -1681286 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1682136.000000 Penalty: 3197.051270
	Iteration 10F: 3 clusters Score -1682136 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1682904.375000 Penalty: 3197.051270
	Iteration 11Q: 3 clusters Score -1682904 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1683589.875000 Penalty: 3197.051270
	Iteration 12Q: 3 clusters Score -1683590 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1684031.375000 Penalty: 3197.051270
	Iteration 13Q: 3 clusters Score -1684031 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1684292.875000 Penalty: 3197.051270
	Iteration 14Q: 3 clusters Score -1684293 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1684447.625000 Penalty: 3197.051270
	Iteration 15Q: 3 clusters Score -1684448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1684531.000000 Penalty: 3197.051270
	Iteration 16Q: 3 clusters Score -1684531 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1684570.250000 Penalty: 3197.051270
	Iteration 17Q: 3 clusters Score -1684570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1684604.250000 Penalty: 3197.051270
	Iteration 18Q: 3 clusters Score -1684604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -1684628.500000 Penalty: 3197.051270
	Iteration 19Q: 3 clusters Score -1684628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1684639.750000 Penalty: 3197.051270
	Iteration 20F: 3 clusters Score -1684640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1684647.000000 Penalty: 3197.051270
	Iteration 21Q: 3 clusters Score -1684647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1684651.500000 Penalty: 3197.051270
	Iteration 22Q: 3 clusters Score -1684652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1684656.750000 Penalty: 3197.051270
	Iteration 23Q: 3 clusters Score -1684657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1684661.750000 Penalty: 3197.051270
	Iteration 24Q: 3 clusters Score -1684662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1684664.375000 Penalty: 3197.051270
	Iteration 25Q: 3 clusters Score -1684664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1684669.500000 Penalty: 3197.051270
	Iteration 26Q: 3 clusters Score -1684670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1684672.500000 Penalty: 3197.051270
	Iteration 27Q: 3 clusters Score -1684672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1684674.750000 Penalty: 3197.051270
	Iteration 28Q: 3 clusters Score -1684675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1684672.000000 Penalty: 3197.051270
	Iteration 29Q: 3 clusters Score -1684672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1684675.250000 Penalty: 3197.051270
	Iteration 30Q: 3 clusters Score -1684675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1684678.250000 Penalty: 3197.051270
	Iteration 31Q: 3 clusters Score -1684678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1684682.375000 Penalty: 3197.051270
	Iteration 32Q: 3 clusters Score -1684682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1684683.750000 Penalty: 3197.051270
	Iteration 33Q: 3 clusters Score -1684684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1684689.250000 Penalty: 3197.051270
	Iteration 34Q: 3 clusters Score -1684689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1684690.500000 Penalty: 3197.051270
	Iteration 35Q: 3 clusters Score -1684690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1684695.625000 Penalty: 3197.051270
	Iteration 36Q: 3 clusters Score -1684696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -1684699.375000 Penalty: 3197.051270
	Iteration 37Q: 3 clusters Score -1684699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1684698.000000 Penalty: 3197.051270
	Iteration 38Q: 3 clusters Score -1684698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1684699.375000 Penalty: 3197.051270
	Iteration 39Q: 3 clusters Score -1684699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1684699.375000 Penalty: 3197.051270
	Iteration 40F: 3 clusters Score -1684699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Entering Unmasked Estep 
Score: -590428.437500 Penalty: 1438.395386
	Iteration 0F: 2 clusters Score -590428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -585194.625000 Penalty: 2876.790771
	Iteration 0F: 3 clusters Score -585194.6 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -586933.312500 Penalty: 2876.790771
	Iteration 1F: 3 clusters Score -586933.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -587373.250000 Penalty: 2876.790771
	Iteration 2F: 3 clusters Score -587373.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -587855.000000 Penalty: 2876.790771
	Iteration 3F: 3 clusters Score -587855 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -588259.500000 Penalty: 2876.790771
	Iteration 4F: 3 clusters Score -588259.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -588625.500000 Penalty: 2876.790771
	Iteration 5F: 3 clusters Score -588625.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -588890.000000 Penalty: 2876.790771
	Iteration 6F: 3 clusters Score -588890 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -589058.625000 Penalty: 2876.790771
	Iteration 7Q: 3 clusters Score -589058.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -589194.687500 Penalty: 2876.790771
	Iteration 8Q: 3 clusters Score -589194.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -589312.437500 Penalty: 2876.790771
	Iteration 9Q: 3 clusters Score -589312.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -589397.000000 Penalty: 2876.790771
	Iteration 10Q: 3 clusters Score -589397 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -589481.375000 Penalty: 2876.790771
	Iteration 11Q: 3 clusters Score -589481.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -589559.500000 Penalty: 2876.790771
	Iteration 12Q: 3 clusters Score -589559.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -589634.437500 Penalty: 2876.790771
	Iteration 13Q: 3 clusters Score -589634.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -589695.375000 Penalty: 2876.790771
	Iteration 14Q: 3 clusters Score -589695.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -589743.375000 Penalty: 2876.790771
	Iteration 15Q: 3 clusters Score -589743.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -589781.000000 Penalty: 2876.790771
	Iteration 16Q: 3 clusters Score -589781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -589813.375000 Penalty: 2876.790771
	Iteration 17Q: 3 clusters Score -589813.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -589836.687500 Penalty: 2876.790771
	Iteration 18Q: 3 clusters Score -589836.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -589846.375000 Penalty: 2876.790771
	Iteration 19Q: 3 clusters Score -589846.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -589854.375000 Penalty: 2876.790771
	Iteration 20F: 3 clusters Score -589854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -589857.562500 Penalty: 2876.790771
	Iteration 21Q: 3 clusters Score -589857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -589858.875000 Penalty: 2876.790771
	Iteration 22Q: 3 clusters Score -589858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -589858.812500 Penalty: 2876.790771
	Iteration 23Q: 3 clusters Score -589858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -589859.437500 Penalty: 2876.790771
	Iteration 24Q: 3 clusters Score -589859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -589859.437500 Penalty: 2876.790771
	Iteration 25F: 3 clusters Score -589859.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (99142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99142 members 
Entering Unmasked Estep 
Score: -9407392.000000 Penalty: 1869.450195
	Iteration 0F: 2 clusters Score -9407392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -9341220.000000 Penalty: 3738.900391
	Iteration 0F: 3 clusters Score -9341220 nChanged 47585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -9368735.000000 Penalty: 3738.900391
	Iteration 1F: 3 clusters Score -9368735 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -9369551.000000 Penalty: 3738.900391
	Iteration 2Q: 3 clusters Score -9369551 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -9370696.000000 Penalty: 3738.900391
	Iteration 3Q: 3 clusters Score -9370696 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -9372741.000000 Penalty: 3738.900391
	Iteration 4Q: 3 clusters Score -9372741 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -9376714.000000 Penalty: 3738.900391
	Iteration 5F: 3 clusters Score -9376714 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -9383183.000000 Penalty: 3738.900391
	Iteration 6F: 3 clusters Score -9383183 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -9391313.000000 Penalty: 3738.900391
	Iteration 7F: 3 clusters Score -9391313 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -9398046.000000 Penalty: 3738.900391
	Iteration 8F: 3 clusters Score -9398046 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -9402247.000000 Penalty: 3738.900391
	Iteration 9Q: 3 clusters Score -9402247 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -9404057.000000 Penalty: 3738.900391
	Iteration 10Q: 3 clusters Score -9404057 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -9404795.000000 Penalty: 3738.900391
	Iteration 11Q: 3 clusters Score -9404795 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -9405102.000000 Penalty: 3738.900391
	Iteration 12Q: 3 clusters Score -9405102 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -9405287.000000 Penalty: 3738.900391
	Iteration 13Q: 3 clusters Score -9405287 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -9405447.000000 Penalty: 3738.900391
	Iteration 14Q: 3 clusters Score -9405447 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -9405607.000000 Penalty: 3738.900391
	Iteration 15Q: 3 clusters Score -9405607 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95285 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -9405745.000000 Penalty: 3738.900391
	Iteration 16Q: 3 clusters Score -9405745 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -9405851.000000 Penalty: 3738.900391
	Iteration 17Q: 3 clusters Score -9405851 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9405975.000000 Penalty: 3738.900391
	Iteration 18Q: 3 clusters Score -9405975 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -9406016.000000 Penalty: 3738.900391
	Iteration 19Q: 3 clusters Score -9406016 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -9406038.000000 Penalty: 3738.900391
	Iteration 20F: 3 clusters Score -9406038 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9406098.000000 Penalty: 3738.900391
	Iteration 21Q: 3 clusters Score -9406098 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -9406150.000000 Penalty: 3738.900391
	Iteration 22Q: 3 clusters Score -9406150 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9406180.000000 Penalty: 3738.900391
	Iteration 23Q: 3 clusters Score -9406180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9406222.000000 Penalty: 3738.900391
	Iteration 24Q: 3 clusters Score -9406222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9406220.000000 Penalty: 3738.900391
	Iteration 25Q: 3 clusters Score -9406220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9406240.000000 Penalty: 3738.900391
	Iteration 26Q: 3 clusters Score -9406240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9406257.000000 Penalty: 3738.900391
	Iteration 27Q: 3 clusters Score -9406257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9406267.000000 Penalty: 3738.900391
	Iteration 28Q: 3 clusters Score -9406267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9406274.000000 Penalty: 3738.900391
	Iteration 29Q: 3 clusters Score -9406274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9406243.000000 Penalty: 3738.900391
	Iteration 30Q: 3 clusters Score -9406243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9406249.000000 Penalty: 3738.900391
	Iteration 31Q: 3 clusters Score -9406249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9406254.000000 Penalty: 3738.900391
	Iteration 32Q: 3 clusters Score -9406254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97409 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9406279.000000 Penalty: 3738.900391
	Iteration 33Q: 3 clusters Score -9406279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9406275.000000 Penalty: 3738.900391
	Iteration 34Q: 3 clusters Score -9406275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9406293.000000 Penalty: 3738.900391
	Iteration 35Q: 3 clusters Score -9406293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9406308.000000 Penalty: 3738.900391
	Iteration 36Q: 3 clusters Score -9406308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9406327.000000 Penalty: 3738.900391
	Iteration 37Q: 3 clusters Score -9406327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97530 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9406332.000000 Penalty: 3738.900391
	Iteration 38Q: 3 clusters Score -9406332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9406328.000000 Penalty: 3738.900391
	Iteration 39Q: 3 clusters Score -9406328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9406328.000000 Penalty: 3738.900391
	Iteration 40F: 3 clusters Score -9406328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9406354.000000 Penalty: 3738.900391
	Iteration 41Q: 3 clusters Score -9406354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9406347.000000 Penalty: 3738.900391
	Iteration 42Q: 3 clusters Score -9406347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9406342.000000 Penalty: 3738.900391
	Iteration 43Q: 3 clusters Score -9406342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97588 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9406342.000000 Penalty: 3738.900391
	Iteration 44Q: 3 clusters Score -9406342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9406342.000000 Penalty: 3738.900391
	Iteration 45Q: 3 clusters Score -9406342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9406353.000000 Penalty: 3738.900391
	Iteration 46Q: 3 clusters Score -9406353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9406356.000000 Penalty: 3738.900391
	Iteration 47Q: 3 clusters Score -9406356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9406354.000000 Penalty: 3738.900391
	Iteration 48Q: 3 clusters Score -9406354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9406346.000000 Penalty: 3738.900391
	Iteration 49Q: 3 clusters Score -9406346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9406345.000000 Penalty: 3738.900391
	Iteration 50Q: 3 clusters Score -9406345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9406345.000000 Penalty: 3738.900391
	Iteration 51F: 3 clusters Score -9406345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -15794.720703 Penalty: 887.182678
	Iteration 0F: 2 clusters Score -15794.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15119.668945 Penalty: 1774.365356
	Iteration 0F: 3 clusters Score -15119.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15296.068359 Penalty: 1774.365356
	Iteration 1F: 3 clusters Score -15296.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15423.649414 Penalty: 1774.365356
	Iteration 2F: 3 clusters Score -15423.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15500.353516 Penalty: 1774.365356
	Iteration 3F: 3 clusters Score -15500.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15553.558594 Penalty: 1774.365356
	Iteration 4Q: 3 clusters Score -15553.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15593.271484 Penalty: 1774.365356
	Iteration 5Q: 3 clusters Score -15593.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15607.293945 Penalty: 1774.365356
	Iteration 6Q: 3 clusters Score -15607.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15607.293945 Penalty: 1774.365356
	Iteration 7F: 3 clusters Score -15607.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (186176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186176 members 
Entering Unmasked Estep 
Score: -17344030.000000 Penalty: 1971.847778
	Iteration 0F: 2 clusters Score -1.734403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -17222136.000000 Penalty: 3943.695557
	Iteration 0F: 3 clusters Score -1.722214e+07 nChanged 90159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -17275318.000000 Penalty: 3943.695557
	Iteration 1F: 3 clusters Score -1.727532e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -17276410.000000 Penalty: 3943.695557
	Iteration 2Q: 3 clusters Score -1.727641e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -17278046.000000 Penalty: 3943.695557
	Iteration 3Q: 3 clusters Score -1.727805e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 106813 members 
Entering Unmasked Estep 
Score: -17280642.000000 Penalty: 3943.695557
	Iteration 4Q: 3 clusters Score -1.728064e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 114011 members 
Entering Unmasked Estep 
Score: -17285050.000000 Penalty: 3943.695557
	Iteration 5Q: 3 clusters Score -1.728505e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 124312 members 
Entering Unmasked Estep 
Score: -17292572.000000 Penalty: 3943.695557
	Iteration 6F: 3 clusters Score -1.729257e+07 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 137711 members 
Entering Unmasked Estep 
Score: -17303678.000000 Penalty: 3943.695557
	Iteration 7F: 3 clusters Score -1.730368e+07 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -17317646.000000 Penalty: 3943.695557
	Iteration 8F: 3 clusters Score -1.731765e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -17329852.000000 Penalty: 3943.695557
	Iteration 9F: 3 clusters Score -1.732985e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 172381 members 
Entering Unmasked Estep 
Score: -17336860.000000 Penalty: 3943.695557
	Iteration 10Q: 3 clusters Score -1.733686e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -17340268.000000 Penalty: 3943.695557
	Iteration 11Q: 3 clusters Score -1.734027e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 179354 members 
Entering Unmasked Estep 
Score: -17342072.000000 Penalty: 3943.695557
	Iteration 12Q: 3 clusters Score -1.734207e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 180840 members 
Entering Unmasked Estep 
Score: -17343056.000000 Penalty: 3943.695557
	Iteration 13Q: 3 clusters Score -1.734306e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 181724 members 
Entering Unmasked Estep 
Score: -17343404.000000 Penalty: 3943.695557
	Iteration 14Q: 3 clusters Score -1.73434e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 182260 members 
Entering Unmasked Estep 
Score: -17343548.000000 Penalty: 3943.695557
	Iteration 15Q: 3 clusters Score -1.734355e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 182624 members 
Entering Unmasked Estep 
Score: -17343648.000000 Penalty: 3943.695557
	Iteration 16Q: 3 clusters Score -1.734365e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 182886 members 
Entering Unmasked Estep 
Score: -17343620.000000 Penalty: 3943.695557
	Iteration 17Q: 3 clusters Score -1.734362e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 183045 members 
Entering Unmasked Estep 
Score: -17343666.000000 Penalty: 3943.695557
	Iteration 18Q: 3 clusters Score -1.734367e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 183176 members 
Entering Unmasked Estep 
Score: -17343668.000000 Penalty: 3943.695557
	Iteration 19Q: 3 clusters Score -1.734367e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 183260 members 
Entering Unmasked Estep 
Score: -17343666.000000 Penalty: 3943.695557
	Iteration 20F: 3 clusters Score -1.734367e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 183319 members 
Entering Unmasked Estep 
Score: -17343670.000000 Penalty: 3943.695557
	Iteration 21Q: 3 clusters Score -1.734367e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -17343652.000000 Penalty: 3943.695557
	Iteration 22Q: 3 clusters Score -1.734365e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -17343666.000000 Penalty: 3943.695557
	Iteration 23Q: 3 clusters Score -1.734367e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 183449 members 
Entering Unmasked Estep 
Score: -17343674.000000 Penalty: 3943.695557
	Iteration 24Q: 3 clusters Score -1.734367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 183480 members 
Entering Unmasked Estep 
Score: -17343658.000000 Penalty: 3943.695557
	Iteration 25Q: 3 clusters Score -1.734366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 183502 members 
Entering Unmasked Estep 
Score: -17343660.000000 Penalty: 3943.695557
	Iteration 26Q: 3 clusters Score -1.734366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 183521 members 
Entering Unmasked Estep 
Score: -17343654.000000 Penalty: 3943.695557
	Iteration 27Q: 3 clusters Score -1.734365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 183532 members 
Entering Unmasked Estep 
Score: -17343664.000000 Penalty: 3943.695557
	Iteration 28Q: 3 clusters Score -1.734366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 183536 members 
Entering Unmasked Estep 
Score: -17343668.000000 Penalty: 3943.695557
	Iteration 29Q: 3 clusters Score -1.734367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 183545 members 
Entering Unmasked Estep 
Score: -17343664.000000 Penalty: 3943.695557
	Iteration 30Q: 3 clusters Score -1.734366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 183557 members 
Entering Unmasked Estep 
Score: -17343670.000000 Penalty: 3943.695557
	Iteration 31Q: 3 clusters Score -1.734367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 183569 members 
Entering Unmasked Estep 
Score: -17343656.000000 Penalty: 3943.695557
	Iteration 32Q: 3 clusters Score -1.734366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 183582 members 
Entering Unmasked Estep 
Score: -17343674.000000 Penalty: 3943.695557
	Iteration 33Q: 3 clusters Score -1.734367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 183593 members 
Entering Unmasked Estep 
Score: -17343656.000000 Penalty: 3943.695557
	Iteration 34Q: 3 clusters Score -1.734366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 183602 members 
Entering Unmasked Estep 
Score: -17343668.000000 Penalty: 3943.695557
	Iteration 35Q: 3 clusters Score -1.734367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 183606 members 
Entering Unmasked Estep 
Score: -17343666.000000 Penalty: 3943.695557
	Iteration 36Q: 3 clusters Score -1.734367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 183611 members 
Entering Unmasked Estep 
Score: -17343670.000000 Penalty: 3943.695557
	Iteration 37Q: 3 clusters Score -1.734367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 183617 members 
Entering Unmasked Estep 
Score: -17343660.000000 Penalty: 3943.695557
	Iteration 38Q: 3 clusters Score -1.734366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 183621 members 
Entering Unmasked Estep 
Score: -17343648.000000 Penalty: 3943.695557
	Iteration 39Q: 3 clusters Score -1.734365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 183628 members 
Entering Unmasked Estep 
Score: -17343656.000000 Penalty: 3943.695557
	Iteration 40F: 3 clusters Score -1.734366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 183632 members 
Entering Unmasked Estep 
Score: -17343660.000000 Penalty: 3943.695557
	Iteration 41Q: 3 clusters Score -1.734366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 183638 members 
Entering Unmasked Estep 
Score: -17343652.000000 Penalty: 3943.695557
	Iteration 42Q: 3 clusters Score -1.734365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 183642 members 
Entering Unmasked Estep 
Score: -17343650.000000 Penalty: 3943.695557
	Iteration 43Q: 3 clusters Score -1.734365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 183645 members 
Entering Unmasked Estep 
Score: -17343662.000000 Penalty: 3943.695557
	Iteration 44Q: 3 clusters Score -1.734366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 183646 members 
Entering Unmasked Estep 
Score: -17343658.000000 Penalty: 3943.695557
	Iteration 45Q: 3 clusters Score -1.734366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 183646 members 
Entering Unmasked Estep 
Score: -17343658.000000 Penalty: 3943.695557
	Iteration 46F: 3 clusters Score -1.734366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Entering Unmasked Estep 
Score: -4784514.500000 Penalty: 1759.640991
	Iteration 0F: 2 clusters Score -4784514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4750946.000000 Penalty: 3519.281982
	Iteration 0F: 3 clusters Score -4750946 nChanged 23602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -4764041.500000 Penalty: 3519.281982
	Iteration 1F: 3 clusters Score -4764042 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4764486.500000 Penalty: 3519.281982
	Iteration 2Q: 3 clusters Score -4764486 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4764945.000000 Penalty: 3519.281982
	Iteration 3Q: 3 clusters Score -4764945 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4765472.500000 Penalty: 3519.281982
	Iteration 4Q: 3 clusters Score -4765472 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4766136.000000 Penalty: 3519.281982
	Iteration 5Q: 3 clusters Score -4766136 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -4766983.500000 Penalty: 3519.281982
	Iteration 6Q: 3 clusters Score -4766984 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4768249.000000 Penalty: 3519.281982
	Iteration 7Q: 3 clusters Score -4768249 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4770103.000000 Penalty: 3519.281982
	Iteration 8F: 3 clusters Score -4770103 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4772170.500000 Penalty: 3519.281982
	Iteration 9F: 3 clusters Score -4772170 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4774351.500000 Penalty: 3519.281982
	Iteration 10F: 3 clusters Score -4774352 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4776151.000000 Penalty: 3519.281982
	Iteration 11Q: 3 clusters Score -4776151 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4777522.000000 Penalty: 3519.281982
	Iteration 12Q: 3 clusters Score -4777522 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4778447.500000 Penalty: 3519.281982
	Iteration 13Q: 3 clusters Score -4778448 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4779105.500000 Penalty: 3519.281982
	Iteration 14Q: 3 clusters Score -4779106 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -4779697.000000 Penalty: 3519.281982
	Iteration 15Q: 3 clusters Score -4779697 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4780183.000000 Penalty: 3519.281982
	Iteration 16Q: 3 clusters Score -4780183 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4780611.000000 Penalty: 3519.281982
	Iteration 17Q: 3 clusters Score -4780611 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -4780991.000000 Penalty: 3519.281982
	Iteration 18Q: 3 clusters Score -4780991 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4781315.000000 Penalty: 3519.281982
	Iteration 19Q: 3 clusters Score -4781315 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4781610.000000 Penalty: 3519.281982
	Iteration 20F: 3 clusters Score -4781610 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4781897.000000 Penalty: 3519.281982
	Iteration 21Q: 3 clusters Score -4781897 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4782139.000000 Penalty: 3519.281982
	Iteration 22Q: 3 clusters Score -4782139 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4782338.000000 Penalty: 3519.281982
	Iteration 23Q: 3 clusters Score -4782338 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4782510.000000 Penalty: 3519.281982
	Iteration 24Q: 3 clusters Score -4782510 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4782650.500000 Penalty: 3519.281982
	Iteration 25Q: 3 clusters Score -4782650 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4782741.500000 Penalty: 3519.281982
	Iteration 26Q: 3 clusters Score -4782742 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4782815.500000 Penalty: 3519.281982
	Iteration 27Q: 3 clusters Score -4782816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4782861.500000 Penalty: 3519.281982
	Iteration 28Q: 3 clusters Score -4782862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4782898.500000 Penalty: 3519.281982
	Iteration 29Q: 3 clusters Score -4782898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4782926.000000 Penalty: 3519.281982
	Iteration 30Q: 3 clusters Score -4782926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4782947.000000 Penalty: 3519.281982
	Iteration 31Q: 3 clusters Score -4782947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4782961.000000 Penalty: 3519.281982
	Iteration 32Q: 3 clusters Score -4782961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4782974.000000 Penalty: 3519.281982
	Iteration 33Q: 3 clusters Score -4782974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4782983.500000 Penalty: 3519.281982
	Iteration 34Q: 3 clusters Score -4782984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4782988.000000 Penalty: 3519.281982
	Iteration 35Q: 3 clusters Score -4782988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4782993.000000 Penalty: 3519.281982
	Iteration 36Q: 3 clusters Score -4782993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4783005.000000 Penalty: 3519.281982
	Iteration 37Q: 3 clusters Score -4783005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4783014.000000 Penalty: 3519.281982
	Iteration 38Q: 3 clusters Score -4783014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4783020.500000 Penalty: 3519.281982
	Iteration 39Q: 3 clusters Score -4783020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4783024.000000 Penalty: 3519.281982
	Iteration 40F: 3 clusters Score -4783024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4783024.500000 Penalty: 3519.281982
	Iteration 41Q: 3 clusters Score -4783024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4783024.000000 Penalty: 3519.281982
	Iteration 42Q: 3 clusters Score -4783024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4783024.000000 Penalty: 3519.281982
	Iteration 43F: 3 clusters Score -4783024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 179004 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54160 members 
Mstep: Class 16 contains 66855 members 
Mstep: Class 17 contains 18715 members 
Mstep: Class 18 contains 6986 members 
Mstep: Class 19 contains 99142 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186176 members 
Mstep: Class 23 contains 50441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457952.000000 Penalty: 41666.851562
Iteration 159Q: 20 clusters Score -6.645795e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 179006 members 
Mstep: Class 8 contains 40226 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54164 members 
Mstep: Class 16 contains 66864 members 
Mstep: Class 17 contains 18812 members 
Mstep: Class 18 contains 6981 members 
Mstep: Class 19 contains 99139 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186146 members 
Mstep: Class 23 contains 50432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457916.000000 Penalty: 41666.851562
Iteration 160F: 20 clusters Score -6.645792e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 179008 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54170 members 
Mstep: Class 16 contains 66872 members 
Mstep: Class 17 contains 18908 members 
Mstep: Class 18 contains 6971 members 
Mstep: Class 19 contains 99132 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186114 members 
Mstep: Class 23 contains 50430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457848.000000 Penalty: 41666.851562
Iteration 161Q: 20 clusters Score -6.645785e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 179010 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 6103 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54181 members 
Mstep: Class 16 contains 66883 members 
Mstep: Class 17 contains 18989 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 19 contains 99132 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186073 members 
Mstep: Class 23 contains 50426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457840.000000 Penalty: 41666.851562
Iteration 162Q: 20 clusters Score -6.645784e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 179000 members 
Mstep: Class 8 contains 40230 members 
Mstep: Class 9 contains 6039 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54195 members 
Mstep: Class 16 contains 66888 members 
Mstep: Class 17 contains 19082 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 99131 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186041 members 
Mstep: Class 23 contains 50424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457912.000000 Penalty: 41666.851562
Iteration 163Q: 20 clusters Score -6.645791e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178991 members 
Mstep: Class 8 contains 40231 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54206 members 
Mstep: Class 16 contains 66890 members 
Mstep: Class 17 contains 19168 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 99136 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 186006 members 
Mstep: Class 23 contains 50426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457844.000000 Penalty: 41666.851562
Iteration 164Q: 20 clusters Score -6.645784e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178993 members 
Mstep: Class 8 contains 40235 members 
Mstep: Class 9 contains 5917 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54214 members 
Mstep: Class 16 contains 66889 members 
Mstep: Class 17 contains 19265 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 99139 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185965 members 
Mstep: Class 23 contains 50424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457928.000000 Penalty: 41666.851562
Iteration 165Q: 20 clusters Score -6.645793e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178990 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54216 members 
Mstep: Class 16 contains 66890 members 
Mstep: Class 17 contains 19348 members 
Mstep: Class 18 contains 6941 members 
Mstep: Class 19 contains 99146 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185947 members 
Mstep: Class 23 contains 50420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66457932.000000 Penalty: 41666.851562
Iteration 166Q: 20 clusters Score -6.645793e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178983 members 
Mstep: Class 8 contains 40245 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54221 members 
Mstep: Class 16 contains 66893 members 
Mstep: Class 17 contains 19428 members 
Mstep: Class 18 contains 6929 members 
Mstep: Class 19 contains 99144 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185923 members 
Mstep: Class 23 contains 50423 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 20 clusters Score -6.645802e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178981 members 
Mstep: Class 8 contains 40246 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54227 members 
Mstep: Class 16 contains 66902 members 
Mstep: Class 17 contains 19520 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 19 contains 99142 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185898 members 
Mstep: Class 23 contains 50424 members 
Entering Unmasked Estep 
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Iteration 168Q: 20 clusters Score -6.645802e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178967 members 
Mstep: Class 8 contains 40248 members 
Mstep: Class 9 contains 5673 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54232 members 
Mstep: Class 16 contains 66908 members 
Mstep: Class 17 contains 19611 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 99148 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185877 members 
Mstep: Class 23 contains 50425 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 20 clusters Score -6.6458e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178964 members 
Mstep: Class 8 contains 40249 members 
Mstep: Class 9 contains 5616 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54240 members 
Mstep: Class 16 contains 66910 members 
Mstep: Class 17 contains 19700 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 99154 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185839 members 
Mstep: Class 23 contains 50426 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 20 clusters Score -6.645806e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178964 members 
Mstep: Class 8 contains 40249 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54244 members 
Mstep: Class 16 contains 66911 members 
Mstep: Class 17 contains 19798 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 99164 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185803 members 
Mstep: Class 23 contains 50425 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 20 clusters Score -6.645802e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178956 members 
Mstep: Class 8 contains 40251 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54250 members 
Mstep: Class 16 contains 66915 members 
Mstep: Class 17 contains 19889 members 
Mstep: Class 18 contains 6871 members 
Mstep: Class 19 contains 99167 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185777 members 
Mstep: Class 23 contains 50423 members 
Entering Unmasked Estep 
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Iteration 172Q: 20 clusters Score -6.645799e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178950 members 
Mstep: Class 8 contains 40250 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54252 members 
Mstep: Class 16 contains 66917 members 
Mstep: Class 17 contains 19997 members 
Mstep: Class 18 contains 6859 members 
Mstep: Class 19 contains 99176 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185745 members 
Mstep: Class 23 contains 50424 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -6.645801e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178951 members 
Mstep: Class 8 contains 40250 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54261 members 
Mstep: Class 16 contains 66915 members 
Mstep: Class 17 contains 20100 members 
Mstep: Class 18 contains 6848 members 
Mstep: Class 19 contains 99180 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185719 members 
Mstep: Class 23 contains 50425 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 20 clusters Score -6.645797e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178964 members 
Mstep: Class 8 contains 40248 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54268 members 
Mstep: Class 16 contains 66914 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 6840 members 
Mstep: Class 19 contains 99183 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185676 members 
Mstep: Class 23 contains 50424 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 20 clusters Score -6.645798e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178965 members 
Mstep: Class 8 contains 40242 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54274 members 
Mstep: Class 16 contains 66915 members 
Mstep: Class 17 contains 20316 members 
Mstep: Class 18 contains 6838 members 
Mstep: Class 19 contains 99187 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185643 members 
Mstep: Class 23 contains 50419 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -6.645809e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178975 members 
Mstep: Class 8 contains 40246 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54271 members 
Mstep: Class 16 contains 66915 members 
Mstep: Class 17 contains 20436 members 
Mstep: Class 18 contains 6826 members 
Mstep: Class 19 contains 99196 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185595 members 
Mstep: Class 23 contains 50413 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 20 clusters Score -6.645808e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178972 members 
Mstep: Class 8 contains 40247 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54274 members 
Mstep: Class 16 contains 66918 members 
Mstep: Class 17 contains 20551 members 
Mstep: Class 18 contains 6819 members 
Mstep: Class 19 contains 99210 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185548 members 
Mstep: Class 23 contains 50410 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -6.64581e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178964 members 
Mstep: Class 8 contains 40247 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54276 members 
Mstep: Class 16 contains 66916 members 
Mstep: Class 17 contains 20648 members 
Mstep: Class 18 contains 6816 members 
Mstep: Class 19 contains 99214 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 185515 members 
Mstep: Class 23 contains 50411 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -6.645812e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178956 members 
Mstep: Class 8 contains 40248 members 
Mstep: Class 9 contains 4944 members 
Mstep: Class 11 contains 4549 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54279 members 
Mstep: Class 16 contains 66917 members 
Mstep: Class 17 contains 20745 members 
Mstep: Class 18 contains 6813 members 
Mstep: Class 19 contains 99216 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185494 members 
Mstep: Class 23 contains 50410 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 20 clusters Score -6.645818e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178944 members 
Mstep: Class 8 contains 40250 members 
Mstep: Class 9 contains 4879 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54279 members 
Mstep: Class 16 contains 66919 members 
Mstep: Class 17 contains 20846 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 99225 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185476 members 
Mstep: Class 23 contains 50407 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -6.645824e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178953 members 
Mstep: Class 8 contains 40247 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54281 members 
Mstep: Class 16 contains 66920 members 
Mstep: Class 17 contains 20944 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 99235 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185424 members 
Mstep: Class 23 contains 50406 members 
Entering Unmasked Estep 
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Iteration 182Q: 20 clusters Score -6.645832e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178949 members 
Mstep: Class 8 contains 40247 members 
Mstep: Class 9 contains 4772 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54284 members 
Mstep: Class 16 contains 66922 members 
Mstep: Class 17 contains 21040 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 99239 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185395 members 
Mstep: Class 23 contains 50399 members 
Entering Unmasked Estep 
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Iteration 183Q: 20 clusters Score -6.645836e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 557 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178941 members 
Mstep: Class 8 contains 40253 members 
Mstep: Class 9 contains 4712 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54286 members 
Mstep: Class 16 contains 66922 members 
Mstep: Class 17 contains 21149 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 99248 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185346 members 
Mstep: Class 23 contains 50397 members 
Entering Unmasked Estep 
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Iteration 184Q: 20 clusters Score -6.645849e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 556 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178946 members 
Mstep: Class 8 contains 40258 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54284 members 
Mstep: Class 16 contains 66925 members 
Mstep: Class 17 contains 21243 members 
Mstep: Class 18 contains 6797 members 
Mstep: Class 19 contains 99261 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185304 members 
Mstep: Class 23 contains 50395 members 
Entering Unmasked Estep 
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Iteration 185Q: 20 clusters Score -6.645853e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178941 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 4556 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54287 members 
Mstep: Class 16 contains 66934 members 
Mstep: Class 17 contains 21347 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 99281 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185258 members 
Mstep: Class 23 contains 50395 members 
Entering Unmasked Estep 
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Iteration 186Q: 20 clusters Score -6.645854e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178943 members 
Mstep: Class 8 contains 40274 members 
Mstep: Class 9 contains 4460 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54287 members 
Mstep: Class 16 contains 66941 members 
Mstep: Class 17 contains 21461 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 99304 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185196 members 
Mstep: Class 23 contains 50391 members 
Entering Unmasked Estep 
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Iteration 187Q: 20 clusters Score -6.645857e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178956 members 
Mstep: Class 8 contains 40282 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54288 members 
Mstep: Class 16 contains 66942 members 
Mstep: Class 17 contains 21558 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 99315 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185142 members 
Mstep: Class 23 contains 50389 members 
Entering Unmasked Estep 
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Iteration 188Q: 20 clusters Score -6.645859e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178965 members 
Mstep: Class 8 contains 40294 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54293 members 
Mstep: Class 16 contains 66947 members 
Mstep: Class 17 contains 21654 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 99325 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185077 members 
Mstep: Class 23 contains 50393 members 
Entering Unmasked Estep 
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Iteration 189Q: 20 clusters Score -6.645859e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178963 members 
Mstep: Class 8 contains 40301 members 
Mstep: Class 9 contains 4238 members 
Mstep: Class 11 contains 4508 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54304 members 
Mstep: Class 16 contains 66952 members 
Mstep: Class 17 contains 21753 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 19 contains 99350 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 185005 members 
Mstep: Class 23 contains 50394 members 
Entering Unmasked Estep 
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Iteration 190Q: 20 clusters Score -6.645857e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178963 members 
Mstep: Class 8 contains 40302 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54309 members 
Mstep: Class 16 contains 66960 members 
Mstep: Class 17 contains 21844 members 
Mstep: Class 18 contains 6816 members 
Mstep: Class 19 contains 99380 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184925 members 
Mstep: Class 23 contains 50394 members 
Entering Unmasked Estep 
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Iteration 191Q: 20 clusters Score -6.64587e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178965 members 
Mstep: Class 8 contains 40302 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54310 members 
Mstep: Class 16 contains 66959 members 
Mstep: Class 17 contains 21930 members 
Mstep: Class 18 contains 6828 members 
Mstep: Class 19 contains 99404 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184868 members 
Mstep: Class 23 contains 50395 members 
Entering Unmasked Estep 
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Iteration 192Q: 20 clusters Score -6.64587e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178955 members 
Mstep: Class 8 contains 40306 members 
Mstep: Class 9 contains 4041 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54317 members 
Mstep: Class 16 contains 66957 members 
Mstep: Class 17 contains 22023 members 
Mstep: Class 18 contains 6840 members 
Mstep: Class 19 contains 99432 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184810 members 
Mstep: Class 23 contains 50395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66458660.000000 Penalty: 41666.851562
Iteration 193Q: 20 clusters Score -6.645866e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178959 members 
Mstep: Class 8 contains 40305 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 11 contains 4503 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54325 members 
Mstep: Class 16 contains 66962 members 
Mstep: Class 17 contains 22101 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 99444 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184757 members 
Mstep: Class 23 contains 50401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66458732.000000 Penalty: 41666.851562
Iteration 194Q: 20 clusters Score -6.645873e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178962 members 
Mstep: Class 8 contains 40314 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 11 contains 4503 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54331 members 
Mstep: Class 16 contains 66968 members 
Mstep: Class 17 contains 22179 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 19 contains 99451 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184705 members 
Mstep: Class 23 contains 50405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66458760.000000 Penalty: 41666.851562
Iteration 195Q: 20 clusters Score -6.645876e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178962 members 
Mstep: Class 8 contains 40319 members 
Mstep: Class 9 contains 3827 members 
Mstep: Class 11 contains 4503 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54336 members 
Mstep: Class 16 contains 66976 members 
Mstep: Class 17 contains 22262 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 99465 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184639 members 
Mstep: Class 23 contains 50409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66458852.000000 Penalty: 41666.851562
Iteration 196Q: 20 clusters Score -6.645885e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178966 members 
Mstep: Class 8 contains 40321 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54339 members 
Mstep: Class 16 contains 66981 members 
Mstep: Class 17 contains 22339 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 99476 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184586 members 
Mstep: Class 23 contains 50417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66458892.000000 Penalty: 41666.851562
Iteration 197Q: 20 clusters Score -6.645889e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178964 members 
Mstep: Class 8 contains 40319 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54344 members 
Mstep: Class 16 contains 66986 members 
Mstep: Class 17 contains 22409 members 
Mstep: Class 18 contains 6903 members 
Mstep: Class 19 contains 99487 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184533 members 
Mstep: Class 23 contains 50418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66458940.000000 Penalty: 41666.851562
Iteration 198Q: 20 clusters Score -6.645894e+07 nChanged 233
Entering ConstructFrom: 
Score: -66458940.000000 Penalty: 41666.851562
Entering ConstructFrom: 
Trying to split cluster 1 (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: -20944.220703 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -20944.22 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 229 members 
Entering Unmasked Estep 
Score: -20030.251953 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -20030.25 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20429.660156 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -20429.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20604.470703 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -20604.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20766.523438 Penalty: 1989.096680
	Iteration 3F: 3 clusters Score -20766.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20854.085938 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -20854.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20949.486328 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -20949.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21063.964844 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -21063.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21127.861328 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -21127.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21187.052734 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -21187.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21201.033203 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -21201.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21204.304688 Penalty: 1989.096680
	Iteration 10Q: 3 clusters Score -21204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21210.070312 Penalty: 1989.096680
	Iteration 11F: 3 clusters Score -21210.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21223.734375 Penalty: 1989.096680
	Iteration 12Q: 3 clusters Score -21223.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21243.044922 Penalty: 1989.096680
	Iteration 13Q: 3 clusters Score -21243.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21248.970703 Penalty: 1989.096680
	Iteration 14Q: 3 clusters Score -21248.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21255.240234 Penalty: 1989.096680
	Iteration 15Q: 3 clusters Score -21255.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21255.240234 Penalty: 1989.096680
	Iteration 16F: 3 clusters Score -21255.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178969 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 40318 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54342 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 22476 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 99496 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184483 members 
Mstep: Class 23 contains 50421 members 
Entering Unmasked Estep 
Score: -66458120.000000 Penalty: 43859.843750
Splitting cluster 1 changes total score from -66458940.000000 to -66458120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -40882.460938 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -40882.46 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 277 members 
Entering Unmasked Estep 
Score: -39860.273438 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -39860.27 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40105.207031 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -40105.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40191.980469 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -40191.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40331.332031 Penalty: 2051.903076
	Iteration 3F: 3 clusters Score -40331.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -40481.464844 Penalty: 2051.903076
	Iteration 4F: 3 clusters Score -40481.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40566.757812 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -40566.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -40760.148438 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -40760.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -40922.792969 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -40922.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40999.390625 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -40999.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -41010.746094 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -41010.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41011.742188 Penalty: 2051.903076
	Iteration 10Q: 3 clusters Score -41011.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41011.742188 Penalty: 2051.903076
	Iteration 11F: 3 clusters Score -41011.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 95 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178969 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 40318 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54342 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 22476 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 99496 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184483 members 
Mstep: Class 23 contains 50421 members 
Entering Unmasked Estep 
Score: -66457992.000000 Penalty: 43859.843750
Splitting cluster 2 changes total score from -66458940.000000 to -66457992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -99686.765625 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -99686.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -98178.320312 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -98178.32 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -98563.984375 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -98563.98 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -98768.289062 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -98768.29 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -98936.648438 Penalty: 2299.363037
	Iteration 3F: 3 clusters Score -98936.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -99082.187500 Penalty: 2299.363037
	Iteration 4F: 3 clusters Score -99082.19 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -99262.828125 Penalty: 2299.363037
	Iteration 5F: 3 clusters Score -99262.83 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -99407.398438 Penalty: 2299.363037
	Iteration 6F: 3 clusters Score -99407.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -99558.835938 Penalty: 2299.363037
	Iteration 7F: 3 clusters Score -99558.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99669.328125 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -99669.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99740.679688 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -99740.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99761.773438 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -99761.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99770.078125 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -99770.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99776.750000 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -99776.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99783.328125 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -99783.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99801.710938 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -99801.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99806.445312 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -99806.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99806.773438 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -99806.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99809.492188 Penalty: 2299.363037
	Iteration 17Q: 3 clusters Score -99809.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99809.492188 Penalty: 2299.363037
	Iteration 18F: 3 clusters Score -99809.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178969 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 40318 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54342 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 22476 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 99496 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184483 members 
Mstep: Class 23 contains 50421 members 
Entering Unmasked Estep 
Score: -66458084.000000 Penalty: 43859.843750
Splitting cluster 3 changes total score from -66458940.000000 to -66458084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -60116.437500 Penalty: 1081.299805
	Iteration 0F: 2 clusters Score -60116.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58868.171875 Penalty: 2162.599609
	Iteration 0F: 3 clusters Score -58868.17 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59067.703125 Penalty: 2162.599609
	Iteration 1F: 3 clusters Score -59067.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59130.722656 Penalty: 2162.599609
	Iteration 2F: 3 clusters Score -59130.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59172.183594 Penalty: 2162.599609
	Iteration 3Q: 3 clusters Score -59172.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59206.496094 Penalty: 2162.599609
	Iteration 4Q: 3 clusters Score -59206.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59222.812500 Penalty: 2162.599609
	Iteration 5Q: 3 clusters Score -59222.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59234.414062 Penalty: 2162.599609
	Iteration 6Q: 3 clusters Score -59234.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59251.601562 Penalty: 2162.599609
	Iteration 7Q: 3 clusters Score -59251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59273.433594 Penalty: 2162.599609
	Iteration 8Q: 3 clusters Score -59273.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59301.890625 Penalty: 2162.599609
	Iteration 9Q: 3 clusters Score -59301.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59319.152344 Penalty: 2162.599609
	Iteration 10Q: 3 clusters Score -59319.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59333.437500 Penalty: 2162.599609
	Iteration 11Q: 3 clusters Score -59333.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59356.710938 Penalty: 2162.599609
	Iteration 12Q: 3 clusters Score -59356.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59372.863281 Penalty: 2162.599609
	Iteration 13Q: 3 clusters Score -59372.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59403.996094 Penalty: 2162.599609
	Iteration 14Q: 3 clusters Score -59404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59436.953125 Penalty: 2162.599609
	Iteration 15Q: 3 clusters Score -59436.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59474.765625 Penalty: 2162.599609
	Iteration 16Q: 3 clusters Score -59474.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59529.636719 Penalty: 2162.599609
	Iteration 17Q: 3 clusters Score -59529.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59558.785156 Penalty: 2162.599609
	Iteration 18Q: 3 clusters Score -59558.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59570.140625 Penalty: 2162.599609
	Iteration 19Q: 3 clusters Score -59570.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59585.988281 Penalty: 2162.599609
	Iteration 20F: 3 clusters Score -59585.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59618.500000 Penalty: 2162.599609
	Iteration 21Q: 3 clusters Score -59618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59669.257812 Penalty: 2162.599609
	Iteration 22Q: 3 clusters Score -59669.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59694.355469 Penalty: 2162.599609
	Iteration 23Q: 3 clusters Score -59694.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59702.535156 Penalty: 2162.599609
	Iteration 24Q: 3 clusters Score -59702.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59702.535156 Penalty: 2162.599609
	Iteration 25F: 3 clusters Score -59702.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -35859.835938 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -35859.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34898.242188 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -34898.24 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35124.222656 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -35124.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35210.238281 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -35210.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35257.156250 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -35257.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35302.628906 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -35302.63 nChanged 18
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: -35345.234375 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -35345.23 nChanged 16
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: -35407.867188 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -35407.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35439.242188 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -35439.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35453.738281 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -35453.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35464.750000 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -35464.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35469.062500 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -35469.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35480.332031 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -35480.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35491.585938 Penalty: 2006.480469
	Iteration 12Q: 3 clusters Score -35491.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35521.417969 Penalty: 2006.480469
	Iteration 13Q: 3 clusters Score -35521.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35548.640625 Penalty: 2006.480469
	Iteration 14Q: 3 clusters Score -35548.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35560.945312 Penalty: 2006.480469
	Iteration 15Q: 3 clusters Score -35560.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35564.277344 Penalty: 2006.480469
	Iteration 16Q: 3 clusters Score -35564.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35572.000000 Penalty: 2006.480469
	Iteration 17F: 3 clusters Score -35572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35601.679688 Penalty: 2006.480469
	Iteration 18Q: 3 clusters Score -35601.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35607.972656 Penalty: 2006.480469
	Iteration 19Q: 3 clusters Score -35607.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35610.250000 Penalty: 2006.480469
	Iteration 20F: 3 clusters Score -35610.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178969 members 
Entering Unmasked Estep 
Score: -16708055.000000 Penalty: 1965.432251
	Iteration 0F: 2 clusters Score -1.670806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -16591507.000000 Penalty: 3930.864502
	Iteration 0F: 3 clusters Score -1.659151e+07 nChanged 86337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -16643034.000000 Penalty: 3930.864502
	Iteration 1F: 3 clusters Score -1.664303e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -16644455.000000 Penalty: 3930.864502
	Iteration 2Q: 3 clusters Score -1.664446e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -16646631.000000 Penalty: 3930.864502
	Iteration 3Q: 3 clusters Score -1.664663e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111123 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -16650251.000000 Penalty: 3930.864502
	Iteration 4Q: 3 clusters Score -1.665025e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121667 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -16657124.000000 Penalty: 3930.864502
	Iteration 5F: 3 clusters Score -1.665712e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135389 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -16668267.000000 Penalty: 3930.864502
	Iteration 6F: 3 clusters Score -1.666827e+07 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -16683260.000000 Penalty: 3930.864502
	Iteration 7F: 3 clusters Score -1.668326e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162082 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -16696744.000000 Penalty: 3930.864502
	Iteration 8F: 3 clusters Score -1.669674e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169795 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -16703752.000000 Penalty: 3930.864502
	Iteration 9Q: 3 clusters Score -1.670375e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173424 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -16706504.000000 Penalty: 3930.864502
	Iteration 10Q: 3 clusters Score -1.67065e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174919 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -16707347.000000 Penalty: 3930.864502
	Iteration 11Q: 3 clusters Score -1.670735e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -16707581.000000 Penalty: 3930.864502
	Iteration 12Q: 3 clusters Score -1.670758e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176090 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -16707659.000000 Penalty: 3930.864502
	Iteration 13Q: 3 clusters Score -1.670766e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176397 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -16707659.000000 Penalty: 3930.864502
	Iteration 14Q: 3 clusters Score -1.670766e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -16707692.000000 Penalty: 3930.864502
	Iteration 15Q: 3 clusters Score -1.670769e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176751 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -16707677.000000 Penalty: 3930.864502
	Iteration 16Q: 3 clusters Score -1.670768e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176873 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -16707656.000000 Penalty: 3930.864502
	Iteration 17Q: 3 clusters Score -1.670766e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176991 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -16707631.000000 Penalty: 3930.864502
	Iteration 18Q: 3 clusters Score -1.670763e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16707648.000000 Penalty: 3930.864502
	Iteration 19Q: 3 clusters Score -1.670765e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177102 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -16707627.000000 Penalty: 3930.864502
	Iteration 20F: 3 clusters Score -1.670763e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -16707640.000000 Penalty: 3930.864502
	Iteration 21Q: 3 clusters Score -1.670764e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177169 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -16707626.000000 Penalty: 3930.864502
	Iteration 22Q: 3 clusters Score -1.670763e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177198 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -16707637.000000 Penalty: 3930.864502
	Iteration 23Q: 3 clusters Score -1.670764e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177218 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -16707621.000000 Penalty: 3930.864502
	Iteration 24Q: 3 clusters Score -1.670762e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177260 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -16707629.000000 Penalty: 3930.864502
	Iteration 25Q: 3 clusters Score -1.670763e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177289 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -16707650.000000 Penalty: 3930.864502
	Iteration 26Q: 3 clusters Score -1.670765e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177325 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -16707678.000000 Penalty: 3930.864502
	Iteration 27Q: 3 clusters Score -1.670768e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -16707715.000000 Penalty: 3930.864502
	Iteration 28Q: 3 clusters Score -1.670772e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177360 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16707690.000000 Penalty: 3930.864502
	Iteration 29Q: 3 clusters Score -1.670769e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177366 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -16707717.000000 Penalty: 3930.864502
	Iteration 30Q: 3 clusters Score -1.670772e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -16707725.000000 Penalty: 3930.864502
	Iteration 31Q: 3 clusters Score -1.670772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -16707706.000000 Penalty: 3930.864502
	Iteration 32Q: 3 clusters Score -1.670771e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177375 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -16707722.000000 Penalty: 3930.864502
	Iteration 33Q: 3 clusters Score -1.670772e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177377 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16707731.000000 Penalty: 3930.864502
	Iteration 34Q: 3 clusters Score -1.670773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177378 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16707743.000000 Penalty: 3930.864502
	Iteration 35Q: 3 clusters Score -1.670774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177383 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -16707718.000000 Penalty: 3930.864502
	Iteration 36Q: 3 clusters Score -1.670772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177377 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16707730.000000 Penalty: 3930.864502
	Iteration 37Q: 3 clusters Score -1.670773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -16707731.000000 Penalty: 3930.864502
	Iteration 38Q: 3 clusters Score -1.670773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177368 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -16707742.000000 Penalty: 3930.864502
	Iteration 39Q: 3 clusters Score -1.670774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177361 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16707730.000000 Penalty: 3930.864502
	Iteration 40F: 3 clusters Score -1.670773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177361 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16707745.000000 Penalty: 3930.864502
	Iteration 41Q: 3 clusters Score -1.670774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177356 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -16707747.000000 Penalty: 3930.864502
	Iteration 42Q: 3 clusters Score -1.670775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177357 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -16707759.000000 Penalty: 3930.864502
	Iteration 43Q: 3 clusters Score -1.670776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177354 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16707777.000000 Penalty: 3930.864502
	Iteration 44Q: 3 clusters Score -1.670778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177352 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16707776.000000 Penalty: 3930.864502
	Iteration 45Q: 3 clusters Score -1.670778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177350 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -16707789.000000 Penalty: 3930.864502
	Iteration 46Q: 3 clusters Score -1.670779e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177343 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16707761.000000 Penalty: 3930.864502
	Iteration 47Q: 3 clusters Score -1.670776e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177337 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -16707768.000000 Penalty: 3930.864502
	Iteration 48Q: 3 clusters Score -1.670777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177328 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16707784.000000 Penalty: 3930.864502
	Iteration 49Q: 3 clusters Score -1.670778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177312 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16707787.000000 Penalty: 3930.864502
	Iteration 50Q: 3 clusters Score -1.670779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177296 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -16707789.000000 Penalty: 3930.864502
	Iteration 51Q: 3 clusters Score -1.670779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177277 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -16707818.000000 Penalty: 3930.864502
	Iteration 52Q: 3 clusters Score -1.670782e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16707837.000000 Penalty: 3930.864502
	Iteration 53Q: 3 clusters Score -1.670784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177239 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -16707849.000000 Penalty: 3930.864502
	Iteration 54Q: 3 clusters Score -1.670785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177222 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -16707888.000000 Penalty: 3930.864502
	Iteration 55Q: 3 clusters Score -1.670789e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177208 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16707906.000000 Penalty: 3930.864502
	Iteration 56Q: 3 clusters Score -1.670791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177193 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -16707910.000000 Penalty: 3930.864502
	Iteration 57Q: 3 clusters Score -1.670791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177168 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -16707932.000000 Penalty: 3930.864502
	Iteration 58Q: 3 clusters Score -1.670793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177150 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -16707935.000000 Penalty: 3930.864502
	Iteration 59Q: 3 clusters Score -1.670794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177128 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16707936.000000 Penalty: 3930.864502
	Iteration 60F: 3 clusters Score -1.670794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177100 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -16707968.000000 Penalty: 3930.864502
	Iteration 61Q: 3 clusters Score -1.670797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177081 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -16707975.000000 Penalty: 3930.864502
	Iteration 62Q: 3 clusters Score -1.670798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177066 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -16707977.000000 Penalty: 3930.864502
	Iteration 63Q: 3 clusters Score -1.670798e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177038 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -16708014.000000 Penalty: 3930.864502
	Iteration 64Q: 3 clusters Score -1.670801e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177014 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -16708050.000000 Penalty: 3930.864502
	Iteration 65Q: 3 clusters Score -1.670805e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176988 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -16708044.000000 Penalty: 3930.864502
	Iteration 66Q: 3 clusters Score -1.670804e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176950 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -16708074.000000 Penalty: 3930.864502
	Iteration 67Q: 3 clusters Score -1.670807e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176917 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -16708114.000000 Penalty: 3930.864502
	Iteration 68Q: 3 clusters Score -1.670811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176893 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -16708140.000000 Penalty: 3930.864502
	Iteration 69Q: 3 clusters Score -1.670814e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176866 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -16708168.000000 Penalty: 3930.864502
	Iteration 70Q: 3 clusters Score -1.670817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -16708213.000000 Penalty: 3930.864502
	Iteration 71Q: 3 clusters Score -1.670821e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176794 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -16708222.000000 Penalty: 3930.864502
	Iteration 72Q: 3 clusters Score -1.670822e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176759 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16708262.000000 Penalty: 3930.864502
	Iteration 73Q: 3 clusters Score -1.670826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -16708289.000000 Penalty: 3930.864502
	Iteration 74Q: 3 clusters Score -1.670829e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176675 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -16708300.000000 Penalty: 3930.864502
	Iteration 75Q: 3 clusters Score -1.67083e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -16708349.000000 Penalty: 3930.864502
	Iteration 76Q: 3 clusters Score -1.670835e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176596 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -16708375.000000 Penalty: 3930.864502
	Iteration 77Q: 3 clusters Score -1.670838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176570 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -16708385.000000 Penalty: 3930.864502
	Iteration 78Q: 3 clusters Score -1.670838e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176537 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -16708398.000000 Penalty: 3930.864502
	Iteration 79Q: 3 clusters Score -1.67084e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -16708453.000000 Penalty: 3930.864502
	Iteration 80F: 3 clusters Score -1.670845e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -16708451.000000 Penalty: 3930.864502
	Iteration 81Q: 3 clusters Score -1.670845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176457 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -16708446.000000 Penalty: 3930.864502
	Iteration 82Q: 3 clusters Score -1.670845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176430 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -16708474.000000 Penalty: 3930.864502
	Iteration 83Q: 3 clusters Score -1.670847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -16708491.000000 Penalty: 3930.864502
	Iteration 84Q: 3 clusters Score -1.670849e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176372 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -16708485.000000 Penalty: 3930.864502
	Iteration 85Q: 3 clusters Score -1.670848e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176340 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -16708544.000000 Penalty: 3930.864502
	Iteration 86Q: 3 clusters Score -1.670854e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176318 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -16708543.000000 Penalty: 3930.864502
	Iteration 87Q: 3 clusters Score -1.670854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -16708550.000000 Penalty: 3930.864502
	Iteration 88Q: 3 clusters Score -1.670855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176272 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -16708555.000000 Penalty: 3930.864502
	Iteration 89Q: 3 clusters Score -1.670856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176248 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -16708568.000000 Penalty: 3930.864502
	Iteration 90Q: 3 clusters Score -1.670857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -16708574.000000 Penalty: 3930.864502
	Iteration 91Q: 3 clusters Score -1.670857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -16708593.000000 Penalty: 3930.864502
	Iteration 92Q: 3 clusters Score -1.670859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176184 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -16708615.000000 Penalty: 3930.864502
	Iteration 93Q: 3 clusters Score -1.670862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -16708621.000000 Penalty: 3930.864502
	Iteration 94Q: 3 clusters Score -1.670862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176157 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -16708606.000000 Penalty: 3930.864502
	Iteration 95Q: 3 clusters Score -1.670861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176131 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -16708615.000000 Penalty: 3930.864502
	Iteration 96Q: 3 clusters Score -1.670862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176112 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -16708619.000000 Penalty: 3930.864502
	Iteration 97Q: 3 clusters Score -1.670862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176102 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -16708633.000000 Penalty: 3930.864502
	Iteration 98Q: 3 clusters Score -1.670863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176091 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -16708634.000000 Penalty: 3930.864502
	Iteration 99Q: 3 clusters Score -1.670863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176081 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -16708630.000000 Penalty: 3930.864502
	Iteration 100F: 3 clusters Score -1.670863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176073 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -16708646.000000 Penalty: 3930.864502
	Iteration 101Q: 3 clusters Score -1.670865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176057 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -16708661.000000 Penalty: 3930.864502
	Iteration 102Q: 3 clusters Score -1.670866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176047 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -16708673.000000 Penalty: 3930.864502
	Iteration 103Q: 3 clusters Score -1.670867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176035 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -16708698.000000 Penalty: 3930.864502
	Iteration 104Q: 3 clusters Score -1.67087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -16708718.000000 Penalty: 3930.864502
	Iteration 105Q: 3 clusters Score -1.670872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176016 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -16708709.000000 Penalty: 3930.864502
	Iteration 106Q: 3 clusters Score -1.670871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -16708705.000000 Penalty: 3930.864502
	Iteration 107Q: 3 clusters Score -1.67087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176009 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -16708707.000000 Penalty: 3930.864502
	Iteration 108Q: 3 clusters Score -1.670871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176009 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -16708707.000000 Penalty: 3930.864502
	Iteration 109F: 3 clusters Score -1.670871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 176009 members 
Mstep: Class 7 contains 2960 members 
Mstep: Class 8 contains 40318 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54342 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 22476 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 99496 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184483 members 
Mstep: Class 23 contains 50421 members 
Entering Unmasked Estep 
Score: -66459444.000000 Penalty: 43859.843750
Splitting cluster 6 changes total score from -66458940.000000 to -66459444.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 8 (40318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Entering Unmasked Estep 
Score: -3826203.750000 Penalty: 1723.239868
	Iteration 0F: 2 clusters Score -3826204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3799426.500000 Penalty: 3446.479736
	Iteration 0F: 3 clusters Score -3799426 nChanged 18682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3810000.500000 Penalty: 3446.479736
	Iteration 1F: 3 clusters Score -3810000 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3810555.750000 Penalty: 3446.479736
	Iteration 2Q: 3 clusters Score -3810556 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3811199.500000 Penalty: 3446.479736
	Iteration 3Q: 3 clusters Score -3811200 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3812052.000000 Penalty: 3446.479736
	Iteration 4Q: 3 clusters Score -3812052 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3813174.750000 Penalty: 3446.479736
	Iteration 5F: 3 clusters Score -3813175 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3814765.500000 Penalty: 3446.479736
	Iteration 6F: 3 clusters Score -3814766 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3816839.250000 Penalty: 3446.479736
	Iteration 7F: 3 clusters Score -3816839 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3818934.000000 Penalty: 3446.479736
	Iteration 8F: 3 clusters Score -3818934 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3820326.000000 Penalty: 3446.479736
	Iteration 9F: 3 clusters Score -3820326 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3820961.250000 Penalty: 3446.479736
	Iteration 10Q: 3 clusters Score -3820961 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3821281.000000 Penalty: 3446.479736
	Iteration 11Q: 3 clusters Score -3821281 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3821500.750000 Penalty: 3446.479736
	Iteration 12Q: 3 clusters Score -3821501 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3821697.000000 Penalty: 3446.479736
	Iteration 13Q: 3 clusters Score -3821697 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3821847.000000 Penalty: 3446.479736
	Iteration 14Q: 3 clusters Score -3821847 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3822009.750000 Penalty: 3446.479736
	Iteration 15Q: 3 clusters Score -3822010 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3822155.500000 Penalty: 3446.479736
	Iteration 16Q: 3 clusters Score -3822156 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3822274.000000 Penalty: 3446.479736
	Iteration 17Q: 3 clusters Score -3822274 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3822394.500000 Penalty: 3446.479736
	Iteration 18Q: 3 clusters Score -3822394 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3822501.000000 Penalty: 3446.479736
	Iteration 19Q: 3 clusters Score -3822501 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3822593.750000 Penalty: 3446.479736
	Iteration 20F: 3 clusters Score -3822594 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3822697.000000 Penalty: 3446.479736
	Iteration 21Q: 3 clusters Score -3822697 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3822772.750000 Penalty: 3446.479736
	Iteration 22Q: 3 clusters Score -3822773 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3822856.500000 Penalty: 3446.479736
	Iteration 23Q: 3 clusters Score -3822856 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3822944.500000 Penalty: 3446.479736
	Iteration 24Q: 3 clusters Score -3822944 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3823052.250000 Penalty: 3446.479736
	Iteration 25Q: 3 clusters Score -3823052 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3823136.500000 Penalty: 3446.479736
	Iteration 26Q: 3 clusters Score -3823136 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3823223.750000 Penalty: 3446.479736
	Iteration 27Q: 3 clusters Score -3823224 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3823343.250000 Penalty: 3446.479736
	Iteration 28Q: 3 clusters Score -3823343 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3823437.000000 Penalty: 3446.479736
	Iteration 29Q: 3 clusters Score -3823437 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3823539.750000 Penalty: 3446.479736
	Iteration 30Q: 3 clusters Score -3823540 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3823635.500000 Penalty: 3446.479736
	Iteration 31Q: 3 clusters Score -3823636 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3823727.500000 Penalty: 3446.479736
	Iteration 32Q: 3 clusters Score -3823728 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3823814.250000 Penalty: 3446.479736
	Iteration 33Q: 3 clusters Score -3823814 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3823881.750000 Penalty: 3446.479736
	Iteration 34Q: 3 clusters Score -3823882 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3823942.750000 Penalty: 3446.479736
	Iteration 35Q: 3 clusters Score -3823943 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3824001.250000 Penalty: 3446.479736
	Iteration 36Q: 3 clusters Score -3824001 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3824052.000000 Penalty: 3446.479736
	Iteration 37Q: 3 clusters Score -3824052 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3824102.000000 Penalty: 3446.479736
	Iteration 38Q: 3 clusters Score -3824102 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3824159.000000 Penalty: 3446.479736
	Iteration 39Q: 3 clusters Score -3824159 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3824207.000000 Penalty: 3446.479736
	Iteration 40F: 3 clusters Score -3824207 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3824248.000000 Penalty: 3446.479736
	Iteration 41Q: 3 clusters Score -3824248 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3824300.500000 Penalty: 3446.479736
	Iteration 42Q: 3 clusters Score -3824300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3824337.750000 Penalty: 3446.479736
	Iteration 43Q: 3 clusters Score -3824338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3824384.500000 Penalty: 3446.479736
	Iteration 44Q: 3 clusters Score -3824384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3824410.000000 Penalty: 3446.479736
	Iteration 45Q: 3 clusters Score -3824410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3824444.250000 Penalty: 3446.479736
	Iteration 46Q: 3 clusters Score -3824444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3824464.750000 Penalty: 3446.479736
	Iteration 47Q: 3 clusters Score -3824465 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3824485.500000 Penalty: 3446.479736
	Iteration 48Q: 3 clusters Score -3824486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3824501.750000 Penalty: 3446.479736
	Iteration 49Q: 3 clusters Score -3824502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3824530.750000 Penalty: 3446.479736
	Iteration 50Q: 3 clusters Score -3824531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3824553.000000 Penalty: 3446.479736
	Iteration 51Q: 3 clusters Score -3824553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3824567.750000 Penalty: 3446.479736
	Iteration 52Q: 3 clusters Score -3824568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3824591.500000 Penalty: 3446.479736
	Iteration 53Q: 3 clusters Score -3824592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3824602.000000 Penalty: 3446.479736
	Iteration 54Q: 3 clusters Score -3824602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3824610.250000 Penalty: 3446.479736
	Iteration 55Q: 3 clusters Score -3824610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3824623.750000 Penalty: 3446.479736
	Iteration 56Q: 3 clusters Score -3824624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3824636.500000 Penalty: 3446.479736
	Iteration 57Q: 3 clusters Score -3824636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3824644.250000 Penalty: 3446.479736
	Iteration 58Q: 3 clusters Score -3824644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3824647.500000 Penalty: 3446.479736
	Iteration 59Q: 3 clusters Score -3824648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3824644.500000 Penalty: 3446.479736
	Iteration 60F: 3 clusters Score -3824644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3824650.500000 Penalty: 3446.479736
	Iteration 61Q: 3 clusters Score -3824650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3824651.000000 Penalty: 3446.479736
	Iteration 62Q: 3 clusters Score -3824651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3824648.250000 Penalty: 3446.479736
	Iteration 63Q: 3 clusters Score -3824648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3824646.000000 Penalty: 3446.479736
	Iteration 64Q: 3 clusters Score -3824646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3824649.500000 Penalty: 3446.479736
	Iteration 65Q: 3 clusters Score -3824650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3824649.500000 Penalty: 3446.479736
	Iteration 66F: 3 clusters Score -3824650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -329666.343750 Penalty: 1334.233521
	Iteration 0F: 2 clusters Score -329666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -326512.718750 Penalty: 2668.467041
	Iteration 0F: 3 clusters Score -326512.7 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -327257.531250 Penalty: 2668.467041
	Iteration 1F: 3 clusters Score -327257.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -327427.687500 Penalty: 2668.467041
	Iteration 2F: 3 clusters Score -327427.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -327537.375000 Penalty: 2668.467041
	Iteration 3F: 3 clusters Score -327537.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -327620.000000 Penalty: 2668.467041
	Iteration 4Q: 3 clusters Score -327620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -327698.437500 Penalty: 2668.467041
	Iteration 5Q: 3 clusters Score -327698.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -327766.781250 Penalty: 2668.467041
	Iteration 6Q: 3 clusters Score -327766.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -327827.687500 Penalty: 2668.467041
	Iteration 7Q: 3 clusters Score -327827.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -327877.781250 Penalty: 2668.467041
	Iteration 8Q: 3 clusters Score -327877.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -327912.062500 Penalty: 2668.467041
	Iteration 9Q: 3 clusters Score -327912.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -327941.156250 Penalty: 2668.467041
	Iteration 10Q: 3 clusters Score -327941.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -327991.062500 Penalty: 2668.467041
	Iteration 11Q: 3 clusters Score -327991.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -328040.375000 Penalty: 2668.467041
	Iteration 12Q: 3 clusters Score -328040.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -328097.500000 Penalty: 2668.467041
	Iteration 13Q: 3 clusters Score -328097.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -328151.937500 Penalty: 2668.467041
	Iteration 14Q: 3 clusters Score -328151.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -328197.031250 Penalty: 2668.467041
	Iteration 15Q: 3 clusters Score -328197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -328242.031250 Penalty: 2668.467041
	Iteration 16Q: 3 clusters Score -328242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -328289.218750 Penalty: 2668.467041
	Iteration 17Q: 3 clusters Score -328289.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -328335.093750 Penalty: 2668.467041
	Iteration 18Q: 3 clusters Score -328335.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -328374.656250 Penalty: 2668.467041
	Iteration 19Q: 3 clusters Score -328374.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -328407.281250 Penalty: 2668.467041
	Iteration 20F: 3 clusters Score -328407.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -328428.125000 Penalty: 2668.467041
	Iteration 21Q: 3 clusters Score -328428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -328438.343750 Penalty: 2668.467041
	Iteration 22Q: 3 clusters Score -328438.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -328448.343750 Penalty: 2668.467041
	Iteration 23Q: 3 clusters Score -328448.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -328455.187500 Penalty: 2668.467041
	Iteration 24Q: 3 clusters Score -328455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -328462.031250 Penalty: 2668.467041
	Iteration 25Q: 3 clusters Score -328462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -328467.093750 Penalty: 2668.467041
	Iteration 26Q: 3 clusters Score -328467.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -328472.093750 Penalty: 2668.467041
	Iteration 27Q: 3 clusters Score -328472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -328478.718750 Penalty: 2668.467041
	Iteration 28Q: 3 clusters Score -328478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -328485.375000 Penalty: 2668.467041
	Iteration 29Q: 3 clusters Score -328485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -328494.843750 Penalty: 2668.467041
	Iteration 30Q: 3 clusters Score -328494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -328508.687500 Penalty: 2668.467041
	Iteration 31Q: 3 clusters Score -328508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -328511.562500 Penalty: 2668.467041
	Iteration 32Q: 3 clusters Score -328511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -328515.156250 Penalty: 2668.467041
	Iteration 33Q: 3 clusters Score -328515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -328518.687500 Penalty: 2668.467041
	Iteration 34Q: 3 clusters Score -328518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -328524.031250 Penalty: 2668.467041
	Iteration 35Q: 3 clusters Score -328524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -328527.968750 Penalty: 2668.467041
	Iteration 36Q: 3 clusters Score -328528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -328529.687500 Penalty: 2668.467041
	Iteration 37Q: 3 clusters Score -328529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -328530.218750 Penalty: 2668.467041
	Iteration 38Q: 3 clusters Score -328530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -328530.218750 Penalty: 2668.467041
	Iteration 39F: 3 clusters Score -328530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -397972.968750 Penalty: 1366.525146
	Iteration 0F: 2 clusters Score -397973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -394296.250000 Penalty: 2733.050293
	Iteration 0F: 3 clusters Score -394296.2 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -395305.437500 Penalty: 2733.050293
	Iteration 1F: 3 clusters Score -395305.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -395585.687500 Penalty: 2733.050293
	Iteration 2F: 3 clusters Score -395585.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -395819.406250 Penalty: 2733.050293
	Iteration 3F: 3 clusters Score -395819.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -396035.500000 Penalty: 2733.050293
	Iteration 4F: 3 clusters Score -396035.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -396211.343750 Penalty: 2733.050293
	Iteration 5F: 3 clusters Score -396211.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -396341.375000 Penalty: 2733.050293
	Iteration 6Q: 3 clusters Score -396341.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -396423.500000 Penalty: 2733.050293
	Iteration 7Q: 3 clusters Score -396423.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -396490.562500 Penalty: 2733.050293
	Iteration 8Q: 3 clusters Score -396490.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -396558.406250 Penalty: 2733.050293
	Iteration 9Q: 3 clusters Score -396558.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -396624.281250 Penalty: 2733.050293
	Iteration 10Q: 3 clusters Score -396624.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -396682.343750 Penalty: 2733.050293
	Iteration 11Q: 3 clusters Score -396682.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -396730.843750 Penalty: 2733.050293
	Iteration 12Q: 3 clusters Score -396730.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -396761.843750 Penalty: 2733.050293
	Iteration 13Q: 3 clusters Score -396761.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -396805.593750 Penalty: 2733.050293
	Iteration 14Q: 3 clusters Score -396805.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -396844.937500 Penalty: 2733.050293
	Iteration 15Q: 3 clusters Score -396844.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -396882.062500 Penalty: 2733.050293
	Iteration 16Q: 3 clusters Score -396882.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -396913.218750 Penalty: 2733.050293
	Iteration 17Q: 3 clusters Score -396913.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -396937.000000 Penalty: 2733.050293
	Iteration 18Q: 3 clusters Score -396937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -396953.937500 Penalty: 2733.050293
	Iteration 19Q: 3 clusters Score -396953.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -396962.625000 Penalty: 2733.050293
	Iteration 20F: 3 clusters Score -396962.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -396967.937500 Penalty: 2733.050293
	Iteration 21Q: 3 clusters Score -396967.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -396972.625000 Penalty: 2733.050293
	Iteration 22Q: 3 clusters Score -396972.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -396976.468750 Penalty: 2733.050293
	Iteration 23Q: 3 clusters Score -396976.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -396984.375000 Penalty: 2733.050293
	Iteration 24Q: 3 clusters Score -396984.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -396989.218750 Penalty: 2733.050293
	Iteration 25Q: 3 clusters Score -396989.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -396995.312500 Penalty: 2733.050293
	Iteration 26Q: 3 clusters Score -396995.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -397001.031250 Penalty: 2733.050293
	Iteration 27Q: 3 clusters Score -397001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -397003.187500 Penalty: 2733.050293
	Iteration 28Q: 3 clusters Score -397003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -397005.906250 Penalty: 2733.050293
	Iteration 29Q: 3 clusters Score -397005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -397007.656250 Penalty: 2733.050293
	Iteration 30Q: 3 clusters Score -397007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -397007.250000 Penalty: 2733.050293
	Iteration 31Q: 3 clusters Score -397007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -397009.000000 Penalty: 2733.050293
	Iteration 32Q: 3 clusters Score -397009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -397010.187500 Penalty: 2733.050293
	Iteration 33Q: 3 clusters Score -397010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -397010.156250 Penalty: 2733.050293
	Iteration 34Q: 3 clusters Score -397010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -397012.281250 Penalty: 2733.050293
	Iteration 35Q: 3 clusters Score -397012.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -397014.625000 Penalty: 2733.050293
	Iteration 36Q: 3 clusters Score -397014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -397016.156250 Penalty: 2733.050293
	Iteration 37Q: 3 clusters Score -397016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -397016.281250 Penalty: 2733.050293
	Iteration 38Q: 3 clusters Score -397016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -397016.750000 Penalty: 2733.050293
	Iteration 39Q: 3 clusters Score -397016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -397017.531250 Penalty: 2733.050293
	Iteration 40F: 3 clusters Score -397017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -397018.625000 Penalty: 2733.050293
	Iteration 41Q: 3 clusters Score -397018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -397018.750000 Penalty: 2733.050293
	Iteration 42Q: 3 clusters Score -397018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -397019.000000 Penalty: 2733.050293
	Iteration 43Q: 3 clusters Score -397019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -397019.187500 Penalty: 2733.050293
	Iteration 44Q: 3 clusters Score -397019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -397021.468750 Penalty: 2733.050293
	Iteration 45Q: 3 clusters Score -397021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -397022.437500 Penalty: 2733.050293
	Iteration 46Q: 3 clusters Score -397022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -397025.250000 Penalty: 2733.050293
	Iteration 47Q: 3 clusters Score -397025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -397026.843750 Penalty: 2733.050293
	Iteration 48Q: 3 clusters Score -397026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -397028.000000 Penalty: 2733.050293
	Iteration 49Q: 3 clusters Score -397028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -397028.250000 Penalty: 2733.050293
	Iteration 50Q: 3 clusters Score -397028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -397029.000000 Penalty: 2733.050293
	Iteration 51Q: 3 clusters Score -397029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -397030.281250 Penalty: 2733.050293
	Iteration 52Q: 3 clusters Score -397030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -397032.562500 Penalty: 2733.050293
	Iteration 53Q: 3 clusters Score -397032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -397034.312500 Penalty: 2733.050293
	Iteration 54Q: 3 clusters Score -397034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -397036.312500 Penalty: 2733.050293
	Iteration 55Q: 3 clusters Score -397036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -397037.531250 Penalty: 2733.050293
	Iteration 56Q: 3 clusters Score -397037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -397038.718750 Penalty: 2733.050293
	Iteration 57Q: 3 clusters Score -397038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -397040.250000 Penalty: 2733.050293
	Iteration 58Q: 3 clusters Score -397040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -397043.125000 Penalty: 2733.050293
	Iteration 59Q: 3 clusters Score -397043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -397043.562500 Penalty: 2733.050293
	Iteration 60F: 3 clusters Score -397043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -397045.000000 Penalty: 2733.050293
	Iteration 61Q: 3 clusters Score -397045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -397045.656250 Penalty: 2733.050293
	Iteration 62Q: 3 clusters Score -397045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -397046.718750 Penalty: 2733.050293
	Iteration 63Q: 3 clusters Score -397046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -397048.031250 Penalty: 2733.050293
	Iteration 64Q: 3 clusters Score -397048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -397050.156250 Penalty: 2733.050293
	Iteration 65Q: 3 clusters Score -397050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -397051.750000 Penalty: 2733.050293
	Iteration 66Q: 3 clusters Score -397051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -397052.250000 Penalty: 2733.050293
	Iteration 67Q: 3 clusters Score -397052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -397054.562500 Penalty: 2733.050293
	Iteration 68Q: 3 clusters Score -397054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -397056.250000 Penalty: 2733.050293
	Iteration 69Q: 3 clusters Score -397056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -397058.500000 Penalty: 2733.050293
	Iteration 70Q: 3 clusters Score -397058.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -397058.656250 Penalty: 2733.050293
	Iteration 71Q: 3 clusters Score -397058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -397060.156250 Penalty: 2733.050293
	Iteration 72Q: 3 clusters Score -397060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -397060.031250 Penalty: 2733.050293
	Iteration 73Q: 3 clusters Score -397060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -397060.031250 Penalty: 2733.050293
	Iteration 74F: 3 clusters Score -397060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37974.796875 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -37974.8 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 312 members 
Entering Unmasked Estep 
Score: -36892.625000 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -36892.62 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37279.031250 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -37279.03 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37480.398438 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -37480.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37581.960938 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -37581.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37667.656250 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -37667.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37721.023438 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -37721.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37769.156250 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -37769.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37777.753906 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -37777.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37786.046875 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -37786.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37796.117188 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -37796.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37796.117188 Penalty: 2057.738037
	Iteration 10F: 3 clusters Score -37796.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -855771.562500 Penalty: 1482.440430
	Iteration 0F: 2 clusters Score -855771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -849183.875000 Penalty: 2964.880859
	Iteration 0F: 3 clusters Score -849183.9 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -851333.875000 Penalty: 2964.880859
	Iteration 1F: 3 clusters Score -851333.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -851547.625000 Penalty: 2964.880859
	Iteration 2F: 3 clusters Score -851547.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -851732.375000 Penalty: 2964.880859
	Iteration 3F: 3 clusters Score -851732.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -851872.937500 Penalty: 2964.880859
	Iteration 4Q: 3 clusters Score -851872.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -851995.437500 Penalty: 2964.880859
	Iteration 5Q: 3 clusters Score -851995.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -852127.437500 Penalty: 2964.880859
	Iteration 6Q: 3 clusters Score -852127.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -852265.062500 Penalty: 2964.880859
	Iteration 7Q: 3 clusters Score -852265.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -852422.437500 Penalty: 2964.880859
	Iteration 8Q: 3 clusters Score -852422.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -852654.312500 Penalty: 2964.880859
	Iteration 9Q: 3 clusters Score -852654.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -852925.750000 Penalty: 2964.880859
	Iteration 10Q: 3 clusters Score -852925.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -853255.500000 Penalty: 2964.880859
	Iteration 11Q: 3 clusters Score -853255.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -853568.500000 Penalty: 2964.880859
	Iteration 12Q: 3 clusters Score -853568.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -853835.437500 Penalty: 2964.880859
	Iteration 13Q: 3 clusters Score -853835.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -854066.250000 Penalty: 2964.880859
	Iteration 14Q: 3 clusters Score -854066.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -854234.062500 Penalty: 2964.880859
	Iteration 15Q: 3 clusters Score -854234.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -854341.625000 Penalty: 2964.880859
	Iteration 16Q: 3 clusters Score -854341.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -854400.812500 Penalty: 2964.880859
	Iteration 17Q: 3 clusters Score -854400.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -854447.812500 Penalty: 2964.880859
	Iteration 18Q: 3 clusters Score -854447.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -854486.562500 Penalty: 2964.880859
	Iteration 19Q: 3 clusters Score -854486.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -854507.875000 Penalty: 2964.880859
	Iteration 20F: 3 clusters Score -854507.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -854523.375000 Penalty: 2964.880859
	Iteration 21Q: 3 clusters Score -854523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -854532.250000 Penalty: 2964.880859
	Iteration 22Q: 3 clusters Score -854532.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -854539.375000 Penalty: 2964.880859
	Iteration 23Q: 3 clusters Score -854539.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -854546.500000 Penalty: 2964.880859
	Iteration 24Q: 3 clusters Score -854546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -854552.500000 Penalty: 2964.880859
	Iteration 25Q: 3 clusters Score -854552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -854558.500000 Penalty: 2964.880859
	Iteration 26Q: 3 clusters Score -854558.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -854566.062500 Penalty: 2964.880859
	Iteration 27Q: 3 clusters Score -854566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -854571.000000 Penalty: 2964.880859
	Iteration 28Q: 3 clusters Score -854571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -854574.750000 Penalty: 2964.880859
	Iteration 29Q: 3 clusters Score -854574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -854575.062500 Penalty: 2964.880859
	Iteration 30Q: 3 clusters Score -854575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -854575.187500 Penalty: 2964.880859
	Iteration 31Q: 3 clusters Score -854575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -854576.000000 Penalty: 2964.880859
	Iteration 32Q: 3 clusters Score -854576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -854576.000000 Penalty: 2964.880859
	Iteration 33F: 3 clusters Score -854576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Entering Unmasked Estep 
Score: -5141177.500000 Penalty: 1771.745972
	Iteration 0F: 2 clusters Score -5141178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5104834.000000 Penalty: 3543.491943
	Iteration 0F: 3 clusters Score -5104834 nChanged 25418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5119574.500000 Penalty: 3543.491943
	Iteration 1F: 3 clusters Score -5119574 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5120211.500000 Penalty: 3543.491943
	Iteration 2Q: 3 clusters Score -5120212 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5120933.500000 Penalty: 3543.491943
	Iteration 3Q: 3 clusters Score -5120934 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -5122005.500000 Penalty: 3543.491943
	Iteration 4Q: 3 clusters Score -5122006 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5123525.500000 Penalty: 3543.491943
	Iteration 5F: 3 clusters Score -5123526 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -5125714.000000 Penalty: 3543.491943
	Iteration 6F: 3 clusters Score -5125714 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5128829.000000 Penalty: 3543.491943
	Iteration 7F: 3 clusters Score -5128829 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -5132425.500000 Penalty: 3543.491943
	Iteration 8F: 3 clusters Score -5132426 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -5135255.000000 Penalty: 3543.491943
	Iteration 9F: 3 clusters Score -5135255 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -5137083.500000 Penalty: 3543.491943
	Iteration 10Q: 3 clusters Score -5137084 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -5138212.500000 Penalty: 3543.491943
	Iteration 11Q: 3 clusters Score -5138212 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -5138888.000000 Penalty: 3543.491943
	Iteration 12Q: 3 clusters Score -5138888 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -5139278.500000 Penalty: 3543.491943
	Iteration 13Q: 3 clusters Score -5139278 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -5139476.000000 Penalty: 3543.491943
	Iteration 14Q: 3 clusters Score -5139476 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -5139599.500000 Penalty: 3543.491943
	Iteration 15Q: 3 clusters Score -5139600 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -5139724.000000 Penalty: 3543.491943
	Iteration 16Q: 3 clusters Score -5139724 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -5139786.000000 Penalty: 3543.491943
	Iteration 17Q: 3 clusters Score -5139786 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -5139819.000000 Penalty: 3543.491943
	Iteration 18Q: 3 clusters Score -5139819 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -5139839.500000 Penalty: 3543.491943
	Iteration 19Q: 3 clusters Score -5139840 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -5139864.000000 Penalty: 3543.491943
	Iteration 20F: 3 clusters Score -5139864 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -5139885.000000 Penalty: 3543.491943
	Iteration 21Q: 3 clusters Score -5139885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -5139888.000000 Penalty: 3543.491943
	Iteration 22Q: 3 clusters Score -5139888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -5139893.000000 Penalty: 3543.491943
	Iteration 23Q: 3 clusters Score -5139893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -5139914.000000 Penalty: 3543.491943
	Iteration 24Q: 3 clusters Score -5139914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -5139914.500000 Penalty: 3543.491943
	Iteration 25Q: 3 clusters Score -5139914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -5139915.500000 Penalty: 3543.491943
	Iteration 26Q: 3 clusters Score -5139916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -5139925.500000 Penalty: 3543.491943
	Iteration 27Q: 3 clusters Score -5139926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -5139924.000000 Penalty: 3543.491943
	Iteration 28Q: 3 clusters Score -5139924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -5139922.500000 Penalty: 3543.491943
	Iteration 29Q: 3 clusters Score -5139922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -5139929.000000 Penalty: 3543.491943
	Iteration 30Q: 3 clusters Score -5139929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -5139925.500000 Penalty: 3543.491943
	Iteration 31Q: 3 clusters Score -5139926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -5139931.500000 Penalty: 3543.491943
	Iteration 32Q: 3 clusters Score -5139932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -5139937.000000 Penalty: 3543.491943
	Iteration 33Q: 3 clusters Score -5139937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -5139939.500000 Penalty: 3543.491943
	Iteration 34Q: 3 clusters Score -5139940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -5139937.000000 Penalty: 3543.491943
	Iteration 35Q: 3 clusters Score -5139937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -5139941.000000 Penalty: 3543.491943
	Iteration 36Q: 3 clusters Score -5139941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -5139941.000000 Penalty: 3543.491943
	Iteration 37Q: 3 clusters Score -5139941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -5139943.000000 Penalty: 3543.491943
	Iteration 38Q: 3 clusters Score -5139943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -5139952.000000 Penalty: 3543.491943
	Iteration 39Q: 3 clusters Score -5139952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -5139955.500000 Penalty: 3543.491943
	Iteration 40F: 3 clusters Score -5139956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -5139958.000000 Penalty: 3543.491943
	Iteration 41Q: 3 clusters Score -5139958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -5139961.500000 Penalty: 3543.491943
	Iteration 42Q: 3 clusters Score -5139962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -5139959.000000 Penalty: 3543.491943
	Iteration 43Q: 3 clusters Score -5139959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -5139957.500000 Penalty: 3543.491943
	Iteration 44Q: 3 clusters Score -5139958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -5139959.500000 Penalty: 3543.491943
	Iteration 45Q: 3 clusters Score -5139960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -5139969.500000 Penalty: 3543.491943
	Iteration 46Q: 3 clusters Score -5139970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -5139968.500000 Penalty: 3543.491943
	Iteration 47Q: 3 clusters Score -5139968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -5139970.500000 Penalty: 3543.491943
	Iteration 48Q: 3 clusters Score -5139970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -5139980.000000 Penalty: 3543.491943
	Iteration 49Q: 3 clusters Score -5139980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -5139985.000000 Penalty: 3543.491943
	Iteration 50Q: 3 clusters Score -5139985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -5139989.000000 Penalty: 3543.491943
	Iteration 51Q: 3 clusters Score -5139989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -5139988.500000 Penalty: 3543.491943
	Iteration 52Q: 3 clusters Score -5139988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -5139989.500000 Penalty: 3543.491943
	Iteration 53Q: 3 clusters Score -5139990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -5139987.500000 Penalty: 3543.491943
	Iteration 54Q: 3 clusters Score -5139988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -5139987.500000 Penalty: 3543.491943
	Iteration 55F: 3 clusters Score -5139988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Entering Unmasked Estep 
Score: -6358153.000000 Penalty: 1805.743652
	Iteration 0F: 2 clusters Score -6358153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -6313422.000000 Penalty: 3611.487305
	Iteration 0F: 3 clusters Score -6313422 nChanged 31632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -6331406.500000 Penalty: 3611.487305
	Iteration 1F: 3 clusters Score -6331406 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -6331938.500000 Penalty: 3611.487305
	Iteration 2Q: 3 clusters Score -6331938 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -6332475.500000 Penalty: 3611.487305
	Iteration 3Q: 3 clusters Score -6332476 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -6333023.000000 Penalty: 3611.487305
	Iteration 4Q: 3 clusters Score -6333023 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -6333624.500000 Penalty: 3611.487305
	Iteration 5Q: 3 clusters Score -6333624 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -6334191.500000 Penalty: 3611.487305
	Iteration 6Q: 3 clusters Score -6334192 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6334876.500000 Penalty: 3611.487305
	Iteration 7Q: 3 clusters Score -6334876 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -6335666.500000 Penalty: 3611.487305
	Iteration 8Q: 3 clusters Score -6335666 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6336681.500000 Penalty: 3611.487305
	Iteration 9Q: 3 clusters Score -6336682 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -6338117.000000 Penalty: 3611.487305
	Iteration 10Q: 3 clusters Score -6338117 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -6340091.000000 Penalty: 3611.487305
	Iteration 11Q: 3 clusters Score -6340091 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -6342446.000000 Penalty: 3611.487305
	Iteration 12F: 3 clusters Score -6342446 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -6344237.000000 Penalty: 3611.487305
	Iteration 13Q: 3 clusters Score -6344237 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -6345147.500000 Penalty: 3611.487305
	Iteration 14Q: 3 clusters Score -6345148 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -6345433.000000 Penalty: 3611.487305
	Iteration 15Q: 3 clusters Score -6345433 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -6345612.000000 Penalty: 3611.487305
	Iteration 16Q: 3 clusters Score -6345612 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6345727.500000 Penalty: 3611.487305
	Iteration 17Q: 3 clusters Score -6345728 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -6345824.500000 Penalty: 3611.487305
	Iteration 18Q: 3 clusters Score -6345824 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -6345923.000000 Penalty: 3611.487305
	Iteration 19Q: 3 clusters Score -6345923 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -6346073.500000 Penalty: 3611.487305
	Iteration 20F: 3 clusters Score -6346074 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -6346264.000000 Penalty: 3611.487305
	Iteration 21Q: 3 clusters Score -6346264 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -6346448.500000 Penalty: 3611.487305
	Iteration 22Q: 3 clusters Score -6346448 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6346737.500000 Penalty: 3611.487305
	Iteration 23Q: 3 clusters Score -6346738 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -6346999.000000 Penalty: 3611.487305
	Iteration 24Q: 3 clusters Score -6346999 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6347360.500000 Penalty: 3611.487305
	Iteration 25Q: 3 clusters Score -6347360 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6347744.500000 Penalty: 3611.487305
	Iteration 26Q: 3 clusters Score -6347744 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -6348150.000000 Penalty: 3611.487305
	Iteration 27Q: 3 clusters Score -6348150 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -6348665.000000 Penalty: 3611.487305
	Iteration 28Q: 3 clusters Score -6348665 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -6349242.500000 Penalty: 3611.487305
	Iteration 29Q: 3 clusters Score -6349242 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -6349838.000000 Penalty: 3611.487305
	Iteration 30Q: 3 clusters Score -6349838 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -6350360.000000 Penalty: 3611.487305
	Iteration 31Q: 3 clusters Score -6350360 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -6350894.500000 Penalty: 3611.487305
	Iteration 32Q: 3 clusters Score -6350894 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -6351390.000000 Penalty: 3611.487305
	Iteration 33Q: 3 clusters Score -6351390 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -6351883.500000 Penalty: 3611.487305
	Iteration 34Q: 3 clusters Score -6351884 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -6352331.500000 Penalty: 3611.487305
	Iteration 35Q: 3 clusters Score -6352332 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -6352761.000000 Penalty: 3611.487305
	Iteration 36Q: 3 clusters Score -6352761 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -6353147.000000 Penalty: 3611.487305
	Iteration 37Q: 3 clusters Score -6353147 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -6353474.000000 Penalty: 3611.487305
	Iteration 38Q: 3 clusters Score -6353474 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -6353828.000000 Penalty: 3611.487305
	Iteration 39Q: 3 clusters Score -6353828 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -6354201.000000 Penalty: 3611.487305
	Iteration 40F: 3 clusters Score -6354201 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -6354506.500000 Penalty: 3611.487305
	Iteration 41Q: 3 clusters Score -6354506 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -6354758.500000 Penalty: 3611.487305
	Iteration 42Q: 3 clusters Score -6354758 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -6354981.500000 Penalty: 3611.487305
	Iteration 43Q: 3 clusters Score -6354982 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -6355210.500000 Penalty: 3611.487305
	Iteration 44Q: 3 clusters Score -6355210 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -6355428.000000 Penalty: 3611.487305
	Iteration 45Q: 3 clusters Score -6355428 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -6355583.500000 Penalty: 3611.487305
	Iteration 46Q: 3 clusters Score -6355584 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -6355733.000000 Penalty: 3611.487305
	Iteration 47Q: 3 clusters Score -6355733 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -6355827.500000 Penalty: 3611.487305
	Iteration 48Q: 3 clusters Score -6355828 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -6355934.500000 Penalty: 3611.487305
	Iteration 49Q: 3 clusters Score -6355934 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -6356002.000000 Penalty: 3611.487305
	Iteration 50Q: 3 clusters Score -6356002 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -6356086.500000 Penalty: 3611.487305
	Iteration 51Q: 3 clusters Score -6356086 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -6356154.000000 Penalty: 3611.487305
	Iteration 52Q: 3 clusters Score -6356154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -6356214.000000 Penalty: 3611.487305
	Iteration 53Q: 3 clusters Score -6356214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -6356262.000000 Penalty: 3611.487305
	Iteration 54Q: 3 clusters Score -6356262 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -6356318.000000 Penalty: 3611.487305
	Iteration 55Q: 3 clusters Score -6356318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -6356356.500000 Penalty: 3611.487305
	Iteration 56Q: 3 clusters Score -6356356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -6356399.500000 Penalty: 3611.487305
	Iteration 57Q: 3 clusters Score -6356400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -6356434.000000 Penalty: 3611.487305
	Iteration 58Q: 3 clusters Score -6356434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -6356451.000000 Penalty: 3611.487305
	Iteration 59Q: 3 clusters Score -6356451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -6356483.000000 Penalty: 3611.487305
	Iteration 60F: 3 clusters Score -6356483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -6356492.000000 Penalty: 3611.487305
	Iteration 61Q: 3 clusters Score -6356492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -6356517.000000 Penalty: 3611.487305
	Iteration 62Q: 3 clusters Score -6356517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -6356528.000000 Penalty: 3611.487305
	Iteration 63Q: 3 clusters Score -6356528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -6356552.500000 Penalty: 3611.487305
	Iteration 64Q: 3 clusters Score -6356552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -6356565.000000 Penalty: 3611.487305
	Iteration 65Q: 3 clusters Score -6356565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -6356574.000000 Penalty: 3611.487305
	Iteration 66Q: 3 clusters Score -6356574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -6356581.500000 Penalty: 3611.487305
	Iteration 67Q: 3 clusters Score -6356582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -6356578.000000 Penalty: 3611.487305
	Iteration 68Q: 3 clusters Score -6356578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -6356586.000000 Penalty: 3611.487305
	Iteration 69Q: 3 clusters Score -6356586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -6356589.000000 Penalty: 3611.487305
	Iteration 70Q: 3 clusters Score -6356589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -6356592.500000 Penalty: 3611.487305
	Iteration 71Q: 3 clusters Score -6356592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -6356593.000000 Penalty: 3611.487305
	Iteration 72Q: 3 clusters Score -6356593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -6356594.000000 Penalty: 3611.487305
	Iteration 73Q: 3 clusters Score -6356594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -6356596.500000 Penalty: 3611.487305
	Iteration 74Q: 3 clusters Score -6356596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -6356608.000000 Penalty: 3611.487305
	Iteration 75Q: 3 clusters Score -6356608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -6356620.000000 Penalty: 3611.487305
	Iteration 76Q: 3 clusters Score -6356620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -6356620.500000 Penalty: 3611.487305
	Iteration 77Q: 3 clusters Score -6356620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -6356619.000000 Penalty: 3611.487305
	Iteration 78Q: 3 clusters Score -6356619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -6356623.500000 Penalty: 3611.487305
	Iteration 79Q: 3 clusters Score -6356624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -6356630.500000 Penalty: 3611.487305
	Iteration 80F: 3 clusters Score -6356630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -6356637.000000 Penalty: 3611.487305
	Iteration 81Q: 3 clusters Score -6356637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -6356657.000000 Penalty: 3611.487305
	Iteration 82Q: 3 clusters Score -6356657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -6356654.500000 Penalty: 3611.487305
	Iteration 83Q: 3 clusters Score -6356654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -6356655.500000 Penalty: 3611.487305
	Iteration 84Q: 3 clusters Score -6356656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -6356655.000000 Penalty: 3611.487305
	Iteration 85Q: 3 clusters Score -6356655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -6356652.500000 Penalty: 3611.487305
	Iteration 86Q: 3 clusters Score -6356652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -6356659.500000 Penalty: 3611.487305
	Iteration 87Q: 3 clusters Score -6356660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -6356659.500000 Penalty: 3611.487305
	Iteration 88Q: 3 clusters Score -6356660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -6356658.000000 Penalty: 3611.487305
	Iteration 89Q: 3 clusters Score -6356658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -6356662.500000 Penalty: 3611.487305
	Iteration 90Q: 3 clusters Score -6356662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -6356663.000000 Penalty: 3611.487305
	Iteration 91Q: 3 clusters Score -6356663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -6356666.000000 Penalty: 3611.487305
	Iteration 92Q: 3 clusters Score -6356666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -6356667.000000 Penalty: 3611.487305
	Iteration 93Q: 3 clusters Score -6356667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -6356667.000000 Penalty: 3611.487305
	Iteration 94Q: 3 clusters Score -6356667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -6356670.000000 Penalty: 3611.487305
	Iteration 95Q: 3 clusters Score -6356670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -6356673.000000 Penalty: 3611.487305
	Iteration 96Q: 3 clusters Score -6356673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -6356673.000000 Penalty: 3611.487305
	Iteration 97F: 3 clusters Score -6356673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Entering Unmasked Estep 
Score: -2020172.375000 Penalty: 1628.283081
	Iteration 0F: 2 clusters Score -2020172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2004878.000000 Penalty: 3256.566162
	Iteration 0F: 3 clusters Score -2004878 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2010368.625000 Penalty: 3256.566162
	Iteration 1F: 3 clusters Score -2010369 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2010728.625000 Penalty: 3256.566162
	Iteration 2Q: 3 clusters Score -2010729 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2011098.625000 Penalty: 3256.566162
	Iteration 3Q: 3 clusters Score -2011099 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2011491.250000 Penalty: 3256.566162
	Iteration 4Q: 3 clusters Score -2011491 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2011976.000000 Penalty: 3256.566162
	Iteration 5Q: 3 clusters Score -2011976 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2012496.750000 Penalty: 3256.566162
	Iteration 6Q: 3 clusters Score -2012497 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2013102.125000 Penalty: 3256.566162
	Iteration 7F: 3 clusters Score -2013102 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2013830.250000 Penalty: 3256.566162
	Iteration 8F: 3 clusters Score -2013830 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2014673.250000 Penalty: 3256.566162
	Iteration 9F: 3 clusters Score -2014673 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2015328.875000 Penalty: 3256.566162
	Iteration 10Q: 3 clusters Score -2015329 nChanged 866
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Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 10333 members 
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Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12443 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 9944 members 
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Mstep: Class 1 contains 12628 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2016236 nChanged 136
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Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 9427 members 
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Mstep: Class 2 contains 9333 members 
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Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 9239 members 
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Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 8955 members 
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Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 8860 members 
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Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 8630 members 
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Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 8546 members 
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Mstep: Class 2 contains 8451 members 
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Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 8349 members 
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Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 8240 members 
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Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 8125 members 
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Mstep: Class 2 contains 8005 members 
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Mstep: Class 1 contains 14612 members 
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Mstep: Class 1 contains 14780 members 
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Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 7517 members 
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Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 7317 members 
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Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 7114 members 
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Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 6460 members 
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Mstep: Class 1 contains 17839 members 
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Mstep: Class 1 contains 18167 members 
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Mstep: Class 1 contains 18457 members 
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Mstep: Class 1 contains 18670 members 
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Mstep: Class 1 contains 19097 members 
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	Iteration 60F: 3 clusters Score -2018774 nChanged 74
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	Iteration 69Q: 3 clusters Score -2018822 nChanged 7
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	Iteration 71Q: 3 clusters Score -2018825 nChanged 3
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	Iteration 72Q: 3 clusters Score -2018825 nChanged 2
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	Iteration 73Q: 3 clusters Score -2018825 nChanged 2
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	Iteration 75Q: 3 clusters Score -2018825 nChanged 3
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	Iteration 76Q: 3 clusters Score -2018823 nChanged 2
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	Iteration 79Q: 3 clusters Score -2018822 nChanged 3
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	Iteration 80F: 3 clusters Score -2018824 nChanged 4
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	Iteration 82Q: 3 clusters Score -2018827 nChanged 5
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	Iteration 84Q: 3 clusters Score -2018829 nChanged 6
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	Iteration 103Q: 3 clusters Score -2018836 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2018839.500000 Penalty: 3256.566162
	Iteration 104Q: 3 clusters Score -2018840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2018840.125000 Penalty: 3256.566162
	Iteration 105Q: 3 clusters Score -2018840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2018836.750000 Penalty: 3256.566162
	Iteration 106Q: 3 clusters Score -2018837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2018837.625000 Penalty: 3256.566162
	Iteration 107Q: 3 clusters Score -2018838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2018836.625000 Penalty: 3256.566162
	Iteration 108Q: 3 clusters Score -2018837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2018836.625000 Penalty: 3256.566162
	Iteration 109F: 3 clusters Score -2018837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -584633.187500 Penalty: 1436.782349
	Iteration 0F: 2 clusters Score -584633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -579552.312500 Penalty: 2873.564697
	Iteration 0F: 3 clusters Score -579552.3 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -581227.062500 Penalty: 2873.564697
	Iteration 1F: 3 clusters Score -581227.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -581686.937500 Penalty: 2873.564697
	Iteration 2F: 3 clusters Score -581686.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -582120.625000 Penalty: 2873.564697
	Iteration 3F: 3 clusters Score -582120.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -582495.625000 Penalty: 2873.564697
	Iteration 4F: 3 clusters Score -582495.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -582859.437500 Penalty: 2873.564697
	Iteration 5F: 3 clusters Score -582859.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -583149.875000 Penalty: 2873.564697
	Iteration 6F: 3 clusters Score -583149.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -583353.750000 Penalty: 2873.564697
	Iteration 7Q: 3 clusters Score -583353.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -583498.750000 Penalty: 2873.564697
	Iteration 8Q: 3 clusters Score -583498.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -583599.000000 Penalty: 2873.564697
	Iteration 9Q: 3 clusters Score -583599 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -583649.250000 Penalty: 2873.564697
	Iteration 10Q: 3 clusters Score -583649.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -583676.187500 Penalty: 2873.564697
	Iteration 11Q: 3 clusters Score -583676.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -583695.250000 Penalty: 2873.564697
	Iteration 12Q: 3 clusters Score -583695.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -583708.375000 Penalty: 2873.564697
	Iteration 13Q: 3 clusters Score -583708.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -583717.000000 Penalty: 2873.564697
	Iteration 14Q: 3 clusters Score -583717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -583721.125000 Penalty: 2873.564697
	Iteration 15Q: 3 clusters Score -583721.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -583724.500000 Penalty: 2873.564697
	Iteration 16Q: 3 clusters Score -583724.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -583726.687500 Penalty: 2873.564697
	Iteration 17Q: 3 clusters Score -583726.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -583729.000000 Penalty: 2873.564697
	Iteration 18Q: 3 clusters Score -583729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -583730.937500 Penalty: 2873.564697
	Iteration 19Q: 3 clusters Score -583730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -583730.562500 Penalty: 2873.564697
	Iteration 20F: 3 clusters Score -583730.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -583732.062500 Penalty: 2873.564697
	Iteration 21Q: 3 clusters Score -583732.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -583732.750000 Penalty: 2873.564697
	Iteration 22Q: 3 clusters Score -583732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -583733.500000 Penalty: 2873.564697
	Iteration 23Q: 3 clusters Score -583733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -583733.437500 Penalty: 2873.564697
	Iteration 24Q: 3 clusters Score -583733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -583733.625000 Penalty: 2873.564697
	Iteration 25Q: 3 clusters Score -583733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -583734.375000 Penalty: 2873.564697
	Iteration 26Q: 3 clusters Score -583734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -583735.625000 Penalty: 2873.564697
	Iteration 27Q: 3 clusters Score -583735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -583736.437500 Penalty: 2873.564697
	Iteration 28Q: 3 clusters Score -583736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -583737.062500 Penalty: 2873.564697
	Iteration 29Q: 3 clusters Score -583737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -583737.937500 Penalty: 2873.564697
	Iteration 30Q: 3 clusters Score -583737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -583736.375000 Penalty: 2873.564697
	Iteration 31Q: 3 clusters Score -583736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -583736.812500 Penalty: 2873.564697
	Iteration 32Q: 3 clusters Score -583736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -583737.875000 Penalty: 2873.564697
	Iteration 33Q: 3 clusters Score -583737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -583738.125000 Penalty: 2873.564697
	Iteration 34Q: 3 clusters Score -583738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -583737.625000 Penalty: 2873.564697
	Iteration 35Q: 3 clusters Score -583737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -583737.312500 Penalty: 2873.564697
	Iteration 36Q: 3 clusters Score -583737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -583736.625000 Penalty: 2873.564697
	Iteration 37Q: 3 clusters Score -583736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -583736.625000 Penalty: 2873.564697
	Iteration 38F: 3 clusters Score -583736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (99496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Entering Unmasked Estep 
Score: -9440518.000000 Penalty: 1870.029297
	Iteration 0F: 2 clusters Score -9440518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -9373952.000000 Penalty: 3740.058594
	Iteration 0F: 3 clusters Score -9373952 nChanged 47767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -9402838.000000 Penalty: 3740.058594
	Iteration 1F: 3 clusters Score -9402838 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -9404521.000000 Penalty: 3740.058594
	Iteration 2Q: 3 clusters Score -9404521 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -9406507.000000 Penalty: 3740.058594
	Iteration 3Q: 3 clusters Score -9406507 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -9409155.000000 Penalty: 3740.058594
	Iteration 4F: 3 clusters Score -9409155 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -9412622.000000 Penalty: 3740.058594
	Iteration 5F: 3 clusters Score -9412622 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -9417032.000000 Penalty: 3740.058594
	Iteration 6F: 3 clusters Score -9417032 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -9421703.000000 Penalty: 3740.058594
	Iteration 7F: 3 clusters Score -9421703 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -9425449.000000 Penalty: 3740.058594
	Iteration 8F: 3 clusters Score -9425449 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -9427351.000000 Penalty: 3740.058594
	Iteration 9Q: 3 clusters Score -9427351 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -9428165.000000 Penalty: 3740.058594
	Iteration 10Q: 3 clusters Score -9428165 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -9428724.000000 Penalty: 3740.058594
	Iteration 11Q: 3 clusters Score -9428724 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -9429161.000000 Penalty: 3740.058594
	Iteration 12Q: 3 clusters Score -9429161 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -9429562.000000 Penalty: 3740.058594
	Iteration 13Q: 3 clusters Score -9429562 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -9429959.000000 Penalty: 3740.058594
	Iteration 14Q: 3 clusters Score -9429959 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -9430312.000000 Penalty: 3740.058594
	Iteration 15Q: 3 clusters Score -9430312 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -9430661.000000 Penalty: 3740.058594
	Iteration 16Q: 3 clusters Score -9430661 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -9431027.000000 Penalty: 3740.058594
	Iteration 17Q: 3 clusters Score -9431027 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -9431425.000000 Penalty: 3740.058594
	Iteration 18Q: 3 clusters Score -9431425 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -9431807.000000 Penalty: 3740.058594
	Iteration 19Q: 3 clusters Score -9431807 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -9432255.000000 Penalty: 3740.058594
	Iteration 20F: 3 clusters Score -9432255 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -9432538.000000 Penalty: 3740.058594
	Iteration 21Q: 3 clusters Score -9432538 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -9432888.000000 Penalty: 3740.058594
	Iteration 22Q: 3 clusters Score -9432888 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -9433209.000000 Penalty: 3740.058594
	Iteration 23Q: 3 clusters Score -9433209 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -9433565.000000 Penalty: 3740.058594
	Iteration 24Q: 3 clusters Score -9433565 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -9433843.000000 Penalty: 3740.058594
	Iteration 25Q: 3 clusters Score -9433843 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -9434148.000000 Penalty: 3740.058594
	Iteration 26Q: 3 clusters Score -9434148 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -9434475.000000 Penalty: 3740.058594
	Iteration 27Q: 3 clusters Score -9434475 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
Score: -9434777.000000 Penalty: 3740.058594
	Iteration 28Q: 3 clusters Score -9434777 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -9435035.000000 Penalty: 3740.058594
	Iteration 29Q: 3 clusters Score -9435035 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -9435345.000000 Penalty: 3740.058594
	Iteration 30Q: 3 clusters Score -9435345 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -9435618.000000 Penalty: 3740.058594
	Iteration 31Q: 3 clusters Score -9435618 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -9435904.000000 Penalty: 3740.058594
	Iteration 32Q: 3 clusters Score -9435904 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -9436185.000000 Penalty: 3740.058594
	Iteration 33Q: 3 clusters Score -9436185 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -9436459.000000 Penalty: 3740.058594
	Iteration 34Q: 3 clusters Score -9436459 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -9436686.000000 Penalty: 3740.058594
	Iteration 35Q: 3 clusters Score -9436686 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -9436976.000000 Penalty: 3740.058594
	Iteration 36Q: 3 clusters Score -9436976 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -9437241.000000 Penalty: 3740.058594
	Iteration 37Q: 3 clusters Score -9437241 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -9437486.000000 Penalty: 3740.058594
	Iteration 38Q: 3 clusters Score -9437486 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -9437699.000000 Penalty: 3740.058594
	Iteration 39Q: 3 clusters Score -9437699 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -9437887.000000 Penalty: 3740.058594
	Iteration 40F: 3 clusters Score -9437887 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -9438118.000000 Penalty: 3740.058594
	Iteration 41Q: 3 clusters Score -9438118 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -9438247.000000 Penalty: 3740.058594
	Iteration 42Q: 3 clusters Score -9438247 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 94180 members 
Entering Unmasked Estep 
Score: -9438401.000000 Penalty: 3740.058594
	Iteration 43Q: 3 clusters Score -9438401 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -9438513.000000 Penalty: 3740.058594
	Iteration 44Q: 3 clusters Score -9438513 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -9438622.000000 Penalty: 3740.058594
	Iteration 45Q: 3 clusters Score -9438622 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -9438718.000000 Penalty: 3740.058594
	Iteration 46Q: 3 clusters Score -9438718 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -9438863.000000 Penalty: 3740.058594
	Iteration 47Q: 3 clusters Score -9438863 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -9438979.000000 Penalty: 3740.058594
	Iteration 48Q: 3 clusters Score -9438979 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -9439101.000000 Penalty: 3740.058594
	Iteration 49Q: 3 clusters Score -9439101 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -9439149.000000 Penalty: 3740.058594
	Iteration 50Q: 3 clusters Score -9439149 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -9439211.000000 Penalty: 3740.058594
	Iteration 51Q: 3 clusters Score -9439211 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -9439248.000000 Penalty: 3740.058594
	Iteration 52Q: 3 clusters Score -9439248 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -9439282.000000 Penalty: 3740.058594
	Iteration 53Q: 3 clusters Score -9439282 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -9439318.000000 Penalty: 3740.058594
	Iteration 54Q: 3 clusters Score -9439318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -9439335.000000 Penalty: 3740.058594
	Iteration 55Q: 3 clusters Score -9439335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 97279 members 
Entering Unmasked Estep 
Score: -9439353.000000 Penalty: 3740.058594
	Iteration 56Q: 3 clusters Score -9439353 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -9439389.000000 Penalty: 3740.058594
	Iteration 57Q: 3 clusters Score -9439389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -9439387.000000 Penalty: 3740.058594
	Iteration 58Q: 3 clusters Score -9439387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -9439389.000000 Penalty: 3740.058594
	Iteration 59Q: 3 clusters Score -9439389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -9439387.000000 Penalty: 3740.058594
	Iteration 60F: 3 clusters Score -9439387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -9439398.000000 Penalty: 3740.058594
	Iteration 61Q: 3 clusters Score -9439398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 97671 members 
Entering Unmasked Estep 
Score: -9439398.000000 Penalty: 3740.058594
	Iteration 62Q: 3 clusters Score -9439398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -9439408.000000 Penalty: 3740.058594
	Iteration 63Q: 3 clusters Score -9439408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -9439403.000000 Penalty: 3740.058594
	Iteration 64Q: 3 clusters Score -9439403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -9439396.000000 Penalty: 3740.058594
	Iteration 65Q: 3 clusters Score -9439396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -9439416.000000 Penalty: 3740.058594
	Iteration 66Q: 3 clusters Score -9439416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -9439421.000000 Penalty: 3740.058594
	Iteration 67Q: 3 clusters Score -9439421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -9439436.000000 Penalty: 3740.058594
	Iteration 68Q: 3 clusters Score -9439436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -9439447.000000 Penalty: 3740.058594
	Iteration 69Q: 3 clusters Score -9439447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -9439452.000000 Penalty: 3740.058594
	Iteration 70Q: 3 clusters Score -9439452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -9439454.000000 Penalty: 3740.058594
	Iteration 71Q: 3 clusters Score -9439454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -9439461.000000 Penalty: 3740.058594
	Iteration 72Q: 3 clusters Score -9439461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -9439456.000000 Penalty: 3740.058594
	Iteration 73Q: 3 clusters Score -9439456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -9439460.000000 Penalty: 3740.058594
	Iteration 74Q: 3 clusters Score -9439460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -9439460.000000 Penalty: 3740.058594
	Iteration 75F: 3 clusters Score -9439460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -15720.463867 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -15720.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15029.320312 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -15029.32 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15146.444336 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -15146.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15163.734375 Penalty: 1772.979370
	Iteration 2Q: 3 clusters Score -15163.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15202.598633 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -15202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15216.903320 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -15216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15228.480469 Penalty: 1772.979370
	Iteration 5Q: 3 clusters Score -15228.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15231.482422 Penalty: 1772.979370
	Iteration 6Q: 3 clusters Score -15231.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15231.482422 Penalty: 1772.979370
	Iteration 7F: 3 clusters Score -15231.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (184483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184483 members 
Entering Unmasked Estep 
Score: -17191588.000000 Penalty: 1970.363281
	Iteration 0F: 2 clusters Score -1.719159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -17070530.000000 Penalty: 3940.726562
	Iteration 0F: 3 clusters Score -1.707053e+07 nChanged 89475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 92161 members 
Entering Unmasked Estep 
Score: -17123776.000000 Penalty: 3940.726562
	Iteration 1F: 3 clusters Score -1.712378e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -17125006.000000 Penalty: 3940.726562
	Iteration 2Q: 3 clusters Score -1.712501e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -17126470.000000 Penalty: 3940.726562
	Iteration 3Q: 3 clusters Score -1.712647e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -17128594.000000 Penalty: 3940.726562
	Iteration 4Q: 3 clusters Score -1.712859e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -17131222.000000 Penalty: 3940.726562
	Iteration 5Q: 3 clusters Score -1.713122e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -17135362.000000 Penalty: 3940.726562
	Iteration 6Q: 3 clusters Score -1.713536e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -17141886.000000 Penalty: 3940.726562
	Iteration 7F: 3 clusters Score -1.714189e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -17150372.000000 Penalty: 3940.726562
	Iteration 8F: 3 clusters Score -1.715037e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -17157324.000000 Penalty: 3940.726562
	Iteration 9F: 3 clusters Score -1.715732e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -17160276.000000 Penalty: 3940.726562
	Iteration 10Q: 3 clusters Score -1.716028e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105972 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -17161080.000000 Penalty: 3940.726562
	Iteration 11Q: 3 clusters Score -1.716108e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -17161494.000000 Penalty: 3940.726562
	Iteration 12Q: 3 clusters Score -1.716149e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -17161596.000000 Penalty: 3940.726562
	Iteration 13Q: 3 clusters Score -1.71616e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105647 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -17161786.000000 Penalty: 3940.726562
	Iteration 14Q: 3 clusters Score -1.716179e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -17161962.000000 Penalty: 3940.726562
	Iteration 15Q: 3 clusters Score -1.716196e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -17162088.000000 Penalty: 3940.726562
	Iteration 16Q: 3 clusters Score -1.716209e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -17162264.000000 Penalty: 3940.726562
	Iteration 17Q: 3 clusters Score -1.716226e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -17162356.000000 Penalty: 3940.726562
	Iteration 18Q: 3 clusters Score -1.716236e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -17162654.000000 Penalty: 3940.726562
	Iteration 19Q: 3 clusters Score -1.716265e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -17162816.000000 Penalty: 3940.726562
	Iteration 20F: 3 clusters Score -1.716282e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -17163012.000000 Penalty: 3940.726562
	Iteration 21Q: 3 clusters Score -1.716301e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -17163262.000000 Penalty: 3940.726562
	Iteration 22Q: 3 clusters Score -1.716326e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -17163472.000000 Penalty: 3940.726562
	Iteration 23Q: 3 clusters Score -1.716347e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97218 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -17163566.000000 Penalty: 3940.726562
	Iteration 24Q: 3 clusters Score -1.716357e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -17163734.000000 Penalty: 3940.726562
	Iteration 25Q: 3 clusters Score -1.716373e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -17163992.000000 Penalty: 3940.726562
	Iteration 26Q: 3 clusters Score -1.716399e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 92565 members 
Entering Unmasked Estep 
Score: -17164128.000000 Penalty: 3940.726562
	Iteration 27Q: 3 clusters Score -1.716413e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 94596 members 
Entering Unmasked Estep 
Score: -17164294.000000 Penalty: 3940.726562
	Iteration 28Q: 3 clusters Score -1.716429e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -17164508.000000 Penalty: 3940.726562
	Iteration 29Q: 3 clusters Score -1.716451e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -17164788.000000 Penalty: 3940.726562
	Iteration 30Q: 3 clusters Score -1.716479e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -17165086.000000 Penalty: 3940.726562
	Iteration 31Q: 3 clusters Score -1.716509e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -17165488.000000 Penalty: 3940.726562
	Iteration 32Q: 3 clusters Score -1.716549e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -17165736.000000 Penalty: 3940.726562
	Iteration 33Q: 3 clusters Score -1.716574e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -17165894.000000 Penalty: 3940.726562
	Iteration 34Q: 3 clusters Score -1.716589e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 110082 members 
Entering Unmasked Estep 
Score: -17166114.000000 Penalty: 3940.726562
	Iteration 35Q: 3 clusters Score -1.716611e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 112226 members 
Entering Unmasked Estep 
Score: -17166448.000000 Penalty: 3940.726562
	Iteration 36Q: 3 clusters Score -1.716645e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -17166780.000000 Penalty: 3940.726562
	Iteration 37Q: 3 clusters Score -1.716678e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -17167198.000000 Penalty: 3940.726562
	Iteration 38Q: 3 clusters Score -1.71672e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -17167554.000000 Penalty: 3940.726562
	Iteration 39Q: 3 clusters Score -1.716755e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 123626 members 
Entering Unmasked Estep 
Score: -17168166.000000 Penalty: 3940.726562
	Iteration 40F: 3 clusters Score -1.716817e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -17168650.000000 Penalty: 3940.726562
	Iteration 41Q: 3 clusters Score -1.716865e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 131234 members 
Entering Unmasked Estep 
Score: -17169368.000000 Penalty: 3940.726562
	Iteration 42Q: 3 clusters Score -1.716937e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
Score: -17170288.000000 Penalty: 3940.726562
	Iteration 43Q: 3 clusters Score -1.717029e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 140309 members 
Entering Unmasked Estep 
Score: -17171400.000000 Penalty: 3940.726562
	Iteration 44Q: 3 clusters Score -1.71714e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -17172996.000000 Penalty: 3940.726562
	Iteration 45Q: 3 clusters Score -1.7173e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 150806 members 
Entering Unmasked Estep 
Score: -17175076.000000 Penalty: 3940.726562
	Iteration 46Q: 3 clusters Score -1.717508e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -17177220.000000 Penalty: 3940.726562
	Iteration 47Q: 3 clusters Score -1.717722e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -17179098.000000 Penalty: 3940.726562
	Iteration 48Q: 3 clusters Score -1.71791e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -17180746.000000 Penalty: 3940.726562
	Iteration 49Q: 3 clusters Score -1.718075e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -17182228.000000 Penalty: 3940.726562
	Iteration 50Q: 3 clusters Score -1.718223e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 170494 members 
Entering Unmasked Estep 
Score: -17183598.000000 Penalty: 3940.726562
	Iteration 51Q: 3 clusters Score -1.71836e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 173146 members 
Entering Unmasked Estep 
Score: -17184774.000000 Penalty: 3940.726562
	Iteration 52Q: 3 clusters Score -1.718477e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 175406 members 
Entering Unmasked Estep 
Score: -17185740.000000 Penalty: 3940.726562
	Iteration 53Q: 3 clusters Score -1.718574e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 177211 members 
Entering Unmasked Estep 
Score: -17186554.000000 Penalty: 3940.726562
	Iteration 54Q: 3 clusters Score -1.718655e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 178696 members 
Entering Unmasked Estep 
Score: -17187224.000000 Penalty: 3940.726562
	Iteration 55Q: 3 clusters Score -1.718722e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 179860 members 
Entering Unmasked Estep 
Score: -17187812.000000 Penalty: 3940.726562
	Iteration 56Q: 3 clusters Score -1.718781e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 180819 members 
Entering Unmasked Estep 
Score: -17188310.000000 Penalty: 3940.726562
	Iteration 57Q: 3 clusters Score -1.718831e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 181563 members 
Entering Unmasked Estep 
Score: -17188672.000000 Penalty: 3940.726562
	Iteration 58Q: 3 clusters Score -1.718867e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 182138 members 
Entering Unmasked Estep 
Score: -17189018.000000 Penalty: 3940.726562
	Iteration 59Q: 3 clusters Score -1.718902e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 182563 members 
Entering Unmasked Estep 
Score: -17189282.000000 Penalty: 3940.726562
	Iteration 60F: 3 clusters Score -1.718928e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 182876 members 
Entering Unmasked Estep 
Score: -17189436.000000 Penalty: 3940.726562
	Iteration 61Q: 3 clusters Score -1.718944e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 183093 members 
Entering Unmasked Estep 
Score: -17189516.000000 Penalty: 3940.726562
	Iteration 62Q: 3 clusters Score -1.718952e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 183234 members 
Entering Unmasked Estep 
Score: -17189602.000000 Penalty: 3940.726562
	Iteration 63Q: 3 clusters Score -1.71896e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -17189668.000000 Penalty: 3940.726562
	Iteration 64Q: 3 clusters Score -1.718967e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -17189684.000000 Penalty: 3940.726562
	Iteration 65Q: 3 clusters Score -1.718968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 183479 members 
Entering Unmasked Estep 
Score: -17189746.000000 Penalty: 3940.726562
	Iteration 66Q: 3 clusters Score -1.718975e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 183522 members 
Entering Unmasked Estep 
Score: -17189774.000000 Penalty: 3940.726562
	Iteration 67Q: 3 clusters Score -1.718977e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 183560 members 
Entering Unmasked Estep 
Score: -17189768.000000 Penalty: 3940.726562
	Iteration 68Q: 3 clusters Score -1.718977e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 183592 members 
Entering Unmasked Estep 
Score: -17189798.000000 Penalty: 3940.726562
	Iteration 69Q: 3 clusters Score -1.71898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 183612 members 
Entering Unmasked Estep 
Score: -17189814.000000 Penalty: 3940.726562
	Iteration 70Q: 3 clusters Score -1.718981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 183635 members 
Entering Unmasked Estep 
Score: -17189820.000000 Penalty: 3940.726562
	Iteration 71Q: 3 clusters Score -1.718982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 183661 members 
Entering Unmasked Estep 
Score: -17189854.000000 Penalty: 3940.726562
	Iteration 72Q: 3 clusters Score -1.718985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 183697 members 
Entering Unmasked Estep 
Score: -17189884.000000 Penalty: 3940.726562
	Iteration 73Q: 3 clusters Score -1.718988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 183723 members 
Entering Unmasked Estep 
Score: -17189892.000000 Penalty: 3940.726562
	Iteration 74Q: 3 clusters Score -1.718989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 183748 members 
Entering Unmasked Estep 
Score: -17189888.000000 Penalty: 3940.726562
	Iteration 75Q: 3 clusters Score -1.718989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 183764 members 
Entering Unmasked Estep 
Score: -17189906.000000 Penalty: 3940.726562
	Iteration 76Q: 3 clusters Score -1.718991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 183774 members 
Entering Unmasked Estep 
Score: -17189914.000000 Penalty: 3940.726562
	Iteration 77Q: 3 clusters Score -1.718991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 183786 members 
Entering Unmasked Estep 
Score: -17189926.000000 Penalty: 3940.726562
	Iteration 78Q: 3 clusters Score -1.718993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 183801 members 
Entering Unmasked Estep 
Score: -17189934.000000 Penalty: 3940.726562
	Iteration 79Q: 3 clusters Score -1.718993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 183810 members 
Entering Unmasked Estep 
Score: -17189944.000000 Penalty: 3940.726562
	Iteration 80F: 3 clusters Score -1.718994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 183819 members 
Entering Unmasked Estep 
Score: -17189950.000000 Penalty: 3940.726562
	Iteration 81Q: 3 clusters Score -1.718995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 183824 members 
Entering Unmasked Estep 
Score: -17189950.000000 Penalty: 3940.726562
	Iteration 82Q: 3 clusters Score -1.718995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 183837 members 
Entering Unmasked Estep 
Score: -17189964.000000 Penalty: 3940.726562
	Iteration 83Q: 3 clusters Score -1.718996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 183847 members 
Entering Unmasked Estep 
Score: -17189964.000000 Penalty: 3940.726562
	Iteration 84Q: 3 clusters Score -1.718996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 183857 members 
Entering Unmasked Estep 
Score: -17189978.000000 Penalty: 3940.726562
	Iteration 85Q: 3 clusters Score -1.718998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 183868 members 
Entering Unmasked Estep 
Score: -17189980.000000 Penalty: 3940.726562
	Iteration 86Q: 3 clusters Score -1.718998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 183874 members 
Entering Unmasked Estep 
Score: -17189976.000000 Penalty: 3940.726562
	Iteration 87Q: 3 clusters Score -1.718998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 183880 members 
Entering Unmasked Estep 
Score: -17189978.000000 Penalty: 3940.726562
	Iteration 88Q: 3 clusters Score -1.718998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 183883 members 
Entering Unmasked Estep 
Score: -17189980.000000 Penalty: 3940.726562
	Iteration 89Q: 3 clusters Score -1.718998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 183884 members 
Entering Unmasked Estep 
Score: -17189980.000000 Penalty: 3940.726562
	Iteration 90Q: 3 clusters Score -1.718998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -17189982.000000 Penalty: 3940.726562
	Iteration 91Q: 3 clusters Score -1.718998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 183889 members 
Entering Unmasked Estep 
Score: -17189978.000000 Penalty: 3940.726562
	Iteration 92Q: 3 clusters Score -1.718998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -17189986.000000 Penalty: 3940.726562
	Iteration 93Q: 3 clusters Score -1.718999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 183892 members 
Entering Unmasked Estep 
Score: -17189994.000000 Penalty: 3940.726562
	Iteration 94Q: 3 clusters Score -1.718999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 183894 members 
Entering Unmasked Estep 
Score: -17189998.000000 Penalty: 3940.726562
	Iteration 95Q: 3 clusters Score -1.719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 183898 members 
Entering Unmasked Estep 
Score: -17189996.000000 Penalty: 3940.726562
	Iteration 96Q: 3 clusters Score -1.719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 183901 members 
Entering Unmasked Estep 
Score: -17190002.000000 Penalty: 3940.726562
	Iteration 97Q: 3 clusters Score -1.719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 183902 members 
Entering Unmasked Estep 
Score: -17190002.000000 Penalty: 3940.726562
	Iteration 98Q: 3 clusters Score -1.719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 183904 members 
Entering Unmasked Estep 
Score: -17190012.000000 Penalty: 3940.726562
	Iteration 99Q: 3 clusters Score -1.719001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 183905 members 
Entering Unmasked Estep 
Score: -17190018.000000 Penalty: 3940.726562
	Iteration 100F: 3 clusters Score -1.719002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 183908 members 
Entering Unmasked Estep 
Score: -17190012.000000 Penalty: 3940.726562
	Iteration 101Q: 3 clusters Score -1.719001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 183912 members 
Entering Unmasked Estep 
Score: -17190004.000000 Penalty: 3940.726562
	Iteration 102Q: 3 clusters Score -1.719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 183916 members 
Entering Unmasked Estep 
Score: -17190012.000000 Penalty: 3940.726562
	Iteration 103Q: 3 clusters Score -1.719001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 183922 members 
Entering Unmasked Estep 
Score: -17190014.000000 Penalty: 3940.726562
	Iteration 104Q: 3 clusters Score -1.719001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 183928 members 
Entering Unmasked Estep 
Score: -17190028.000000 Penalty: 3940.726562
	Iteration 105Q: 3 clusters Score -1.719003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183929 members 
Entering Unmasked Estep 
Score: -17190032.000000 Penalty: 3940.726562
	Iteration 106Q: 3 clusters Score -1.719003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 183927 members 
Entering Unmasked Estep 
Score: -17190042.000000 Penalty: 3940.726562
	Iteration 107Q: 3 clusters Score -1.719004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 183929 members 
Entering Unmasked Estep 
Score: -17190048.000000 Penalty: 3940.726562
	Iteration 108Q: 3 clusters Score -1.719005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 183934 members 
Entering Unmasked Estep 
Score: -17190056.000000 Penalty: 3940.726562
	Iteration 109Q: 3 clusters Score -1.719006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 183938 members 
Entering Unmasked Estep 
Score: -17190052.000000 Penalty: 3940.726562
	Iteration 110Q: 3 clusters Score -1.719005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 183938 members 
Entering Unmasked Estep 
Score: -17190052.000000 Penalty: 3940.726562
	Iteration 111F: 3 clusters Score -1.719005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Entering Unmasked Estep 
Score: -4782586.500000 Penalty: 1759.576538
	Iteration 0F: 2 clusters Score -4782586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4748965.500000 Penalty: 3519.153076
	Iteration 0F: 3 clusters Score -4748966 nChanged 23580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4762170.000000 Penalty: 3519.153076
	Iteration 1F: 3 clusters Score -4762170 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -4762790.500000 Penalty: 3519.153076
	Iteration 2Q: 3 clusters Score -4762790 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -4763493.500000 Penalty: 3519.153076
	Iteration 3Q: 3 clusters Score -4763494 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4764361.500000 Penalty: 3519.153076
	Iteration 4Q: 3 clusters Score -4764362 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -4765494.000000 Penalty: 3519.153076
	Iteration 5Q: 3 clusters Score -4765494 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -4766988.500000 Penalty: 3519.153076
	Iteration 6F: 3 clusters Score -4766988 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4768962.000000 Penalty: 3519.153076
	Iteration 7F: 3 clusters Score -4768962 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -4771220.000000 Penalty: 3519.153076
	Iteration 8F: 3 clusters Score -4771220 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -4773410.000000 Penalty: 3519.153076
	Iteration 9F: 3 clusters Score -4773410 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4775247.500000 Penalty: 3519.153076
	Iteration 10Q: 3 clusters Score -4775248 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -4776658.000000 Penalty: 3519.153076
	Iteration 11Q: 3 clusters Score -4776658 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -4777591.500000 Penalty: 3519.153076
	Iteration 12Q: 3 clusters Score -4777592 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -4778214.500000 Penalty: 3519.153076
	Iteration 13Q: 3 clusters Score -4778214 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -4778722.000000 Penalty: 3519.153076
	Iteration 14Q: 3 clusters Score -4778722 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -4779139.500000 Penalty: 3519.153076
	Iteration 15Q: 3 clusters Score -4779140 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -4779457.500000 Penalty: 3519.153076
	Iteration 16Q: 3 clusters Score -4779458 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -4779781.000000 Penalty: 3519.153076
	Iteration 17Q: 3 clusters Score -4779781 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -4780046.500000 Penalty: 3519.153076
	Iteration 18Q: 3 clusters Score -4780046 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -4780239.000000 Penalty: 3519.153076
	Iteration 19Q: 3 clusters Score -4780239 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -4780433.000000 Penalty: 3519.153076
	Iteration 20F: 3 clusters Score -4780433 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -4780561.500000 Penalty: 3519.153076
	Iteration 21Q: 3 clusters Score -4780562 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -4780678.500000 Penalty: 3519.153076
	Iteration 22Q: 3 clusters Score -4780678 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -4780778.000000 Penalty: 3519.153076
	Iteration 23Q: 3 clusters Score -4780778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -4780837.500000 Penalty: 3519.153076
	Iteration 24Q: 3 clusters Score -4780838 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -4780899.000000 Penalty: 3519.153076
	Iteration 25Q: 3 clusters Score -4780899 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4780960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -4781001.500000 Penalty: 3519.153076
	Iteration 27Q: 3 clusters Score -4781002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -4781037.000000 Penalty: 3519.153076
	Iteration 28Q: 3 clusters Score -4781037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4781058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4781079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -4781092.500000 Penalty: 3519.153076
	Iteration 31Q: 3 clusters Score -4781092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -4781102.500000 Penalty: 3519.153076
	Iteration 32Q: 3 clusters Score -4781102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4781108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4781107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4781108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4781110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4781111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -4781114.500000 Penalty: 3519.153076
	Iteration 38Q: 3 clusters Score -4781114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4781117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -4781120.000000 Penalty: 3519.153076
	Iteration 40F: 3 clusters Score -4781120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -4781116.000000 Penalty: 3519.153076
	Iteration 41Q: 3 clusters Score -4781116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -4781118.000000 Penalty: 3519.153076
	Iteration 42Q: 3 clusters Score -4781118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4781120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -4781123.000000 Penalty: 3519.153076
	Iteration 44Q: 3 clusters Score -4781123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4781124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4781124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4781125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4781127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4781130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
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	Iteration 50F: 3 clusters Score -4781130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 176009 members 
Mstep: Class 8 contains 40318 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54342 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 22476 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 99496 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 184483 members 
Mstep: Class 23 contains 50421 members 
Entering Unmasked Estep 
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Iteration 199Q: 21 clusters Score -6.645962e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 176723 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 40260 members 
Mstep: Class 9 contains 3642 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 15 contains 54420 members 
Mstep: Class 16 contains 66925 members 
Mstep: Class 17 contains 22548 members 
Mstep: Class 18 contains 6926 members 
Mstep: Class 19 contains 99439 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 183864 members 
Mstep: Class 23 contains 50376 members 
Entering Unmasked Estep 
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Iteration 200F: 21 clusters Score -6.645971e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177218 members 
Mstep: Class 7 contains 3047 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 11 contains 4493 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 54435 members 
Mstep: Class 16 contains 66865 members 
Mstep: Class 17 contains 22625 members 
Mstep: Class 18 contains 6941 members 
Mstep: Class 19 contains 99377 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 183432 members 
Mstep: Class 23 contains 50329 members 
Entering Unmasked Estep 
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Iteration 201Q: 21 clusters Score -6.645959e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177576 members 
Mstep: Class 7 contains 3134 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54466 members 
Mstep: Class 16 contains 66792 members 
Mstep: Class 17 contains 22715 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 99289 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 183147 members 
Mstep: Class 23 contains 50278 members 
Entering Unmasked Estep 
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Iteration 202Q: 21 clusters Score -6.645944e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177864 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 40162 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54478 members 
Mstep: Class 16 contains 66714 members 
Mstep: Class 17 contains 22780 members 
Mstep: Class 18 contains 6968 members 
Mstep: Class 19 contains 99191 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182971 members 
Mstep: Class 23 contains 50239 members 
Entering Unmasked Estep 
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Iteration 203Q: 21 clusters Score -6.645941e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178068 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 40138 members 
Mstep: Class 9 contains 3456 members 
Mstep: Class 11 contains 4480 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54489 members 
Mstep: Class 16 contains 66657 members 
Mstep: Class 17 contains 22862 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 19 contains 99090 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182848 members 
Mstep: Class 23 contains 50193 members 
Entering Unmasked Estep 
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Iteration 204Q: 21 clusters Score -6.645951e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178240 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 40120 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54494 members 
Mstep: Class 16 contains 66609 members 
Mstep: Class 17 contains 22936 members 
Mstep: Class 18 contains 6994 members 
Mstep: Class 19 contains 99000 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182745 members 
Mstep: Class 23 contains 50146 members 
Entering Unmasked Estep 
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Iteration 205Q: 21 clusters Score -6.645936e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178386 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 40102 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 11 contains 4472 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54512 members 
Mstep: Class 16 contains 66569 members 
Mstep: Class 17 contains 22999 members 
Mstep: Class 18 contains 7011 members 
Mstep: Class 19 contains 98920 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182626 members 
Mstep: Class 23 contains 50111 members 
Entering Unmasked Estep 
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Iteration 206Q: 21 clusters Score -6.645946e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178516 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 40082 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 11 contains 4467 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54535 members 
Mstep: Class 16 contains 66534 members 
Mstep: Class 17 contains 23071 members 
Mstep: Class 18 contains 7027 members 
Mstep: Class 19 contains 98828 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182519 members 
Mstep: Class 23 contains 50085 members 
Entering Unmasked Estep 
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Iteration 207Q: 21 clusters Score -6.64595e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178611 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 40067 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54534 members 
Mstep: Class 16 contains 66494 members 
Mstep: Class 17 contains 23122 members 
Mstep: Class 18 contains 7052 members 
Mstep: Class 19 contains 98754 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182461 members 
Mstep: Class 23 contains 50061 members 
Entering Unmasked Estep 
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Iteration 208Q: 21 clusters Score -6.645952e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178677 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 40047 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 11 contains 4460 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54543 members 
Mstep: Class 16 contains 66456 members 
Mstep: Class 17 contains 23173 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 98664 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182420 members 
Mstep: Class 23 contains 50034 members 
Entering Unmasked Estep 
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Iteration 209Q: 21 clusters Score -6.645958e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178724 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 40032 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54545 members 
Mstep: Class 16 contains 66423 members 
Mstep: Class 17 contains 23230 members 
Mstep: Class 18 contains 7095 members 
Mstep: Class 19 contains 98578 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182379 members 
Mstep: Class 23 contains 50016 members 
Entering Unmasked Estep 
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Iteration 210Q: 21 clusters Score -6.645958e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178748 members 
Mstep: Class 7 contains 3947 members 
Mstep: Class 8 contains 40019 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54549 members 
Mstep: Class 16 contains 66390 members 
Mstep: Class 17 contains 23292 members 
Mstep: Class 18 contains 7108 members 
Mstep: Class 19 contains 98496 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182349 members 
Mstep: Class 23 contains 50010 members 
Entering Unmasked Estep 
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Iteration 211Q: 21 clusters Score -6.645968e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178770 members 
Mstep: Class 7 contains 4020 members 
Mstep: Class 8 contains 40004 members 
Mstep: Class 9 contains 3206 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54558 members 
Mstep: Class 16 contains 66363 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 98426 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182336 members 
Mstep: Class 23 contains 50006 members 
Entering Unmasked Estep 
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Iteration 212Q: 21 clusters Score -6.645974e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178819 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 39995 members 
Mstep: Class 9 contains 3184 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54567 members 
Mstep: Class 16 contains 66329 members 
Mstep: Class 17 contains 23422 members 
Mstep: Class 18 contains 7113 members 
Mstep: Class 19 contains 98360 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182301 members 
Mstep: Class 23 contains 49991 members 
Entering Unmasked Estep 
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Iteration 213Q: 21 clusters Score -6.645971e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178846 members 
Mstep: Class 7 contains 4153 members 
Mstep: Class 8 contains 39982 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54583 members 
Mstep: Class 16 contains 66293 members 
Mstep: Class 17 contains 23494 members 
Mstep: Class 18 contains 7116 members 
Mstep: Class 19 contains 98302 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182277 members 
Mstep: Class 23 contains 49973 members 
Entering Unmasked Estep 
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Iteration 214Q: 21 clusters Score -6.645974e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178861 members 
Mstep: Class 7 contains 4209 members 
Mstep: Class 8 contains 39969 members 
Mstep: Class 9 contains 3143 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54603 members 
Mstep: Class 16 contains 66260 members 
Mstep: Class 17 contains 23561 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 19 contains 98243 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182241 members 
Mstep: Class 23 contains 49966 members 
Entering Unmasked Estep 
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Iteration 215Q: 21 clusters Score -6.645977e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178889 members 
Mstep: Class 7 contains 4265 members 
Mstep: Class 8 contains 39958 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 15 contains 54618 members 
Mstep: Class 16 contains 66236 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 7122 members 
Mstep: Class 19 contains 98203 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182165 members 
Mstep: Class 23 contains 49958 members 
Entering Unmasked Estep 
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Iteration 216Q: 21 clusters Score -6.645978e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178894 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 39951 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54624 members 
Mstep: Class 16 contains 66217 members 
Mstep: Class 17 contains 23713 members 
Mstep: Class 18 contains 7117 members 
Mstep: Class 19 contains 98155 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 182121 members 
Mstep: Class 23 contains 49952 members 
Entering Unmasked Estep 
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Iteration 217Q: 21 clusters Score -6.645986e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178899 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 39939 members 
Mstep: Class 9 contains 3134 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54623 members 
Mstep: Class 16 contains 66196 members 
Mstep: Class 17 contains 23814 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 98094 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 182086 members 
Mstep: Class 23 contains 49941 members 
Entering Unmasked Estep 
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Iteration 218Q: 21 clusters Score -6.645996e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178930 members 
Mstep: Class 7 contains 4416 members 
Mstep: Class 8 contains 39928 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54628 members 
Mstep: Class 16 contains 66176 members 
Mstep: Class 17 contains 23935 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 98043 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 182031 members 
Mstep: Class 23 contains 49929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66459900.000000 Penalty: 43859.843750
Iteration 219Q: 21 clusters Score -6.64599e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178940 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 39915 members 
Mstep: Class 9 contains 3096 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54634 members 
Mstep: Class 16 contains 66158 members 
Mstep: Class 17 contains 24068 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 97992 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 181973 members 
Mstep: Class 23 contains 49929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460016.000000 Penalty: 43859.843750
Iteration 220F: 21 clusters Score -6.646002e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178936 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 39894 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54643 members 
Mstep: Class 16 contains 66161 members 
Mstep: Class 17 contains 24188 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 97939 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 181917 members 
Mstep: Class 23 contains 49931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460056.000000 Penalty: 43859.843750
Iteration 221Q: 21 clusters Score -6.646006e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178926 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 39876 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54654 members 
Mstep: Class 16 contains 66160 members 
Mstep: Class 17 contains 24311 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 97891 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 181859 members 
Mstep: Class 23 contains 49931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460268.000000 Penalty: 43859.843750
Iteration 222Q: 21 clusters Score -6.646027e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178903 members 
Mstep: Class 7 contains 4522 members 
Mstep: Class 8 contains 39855 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54667 members 
Mstep: Class 16 contains 66157 members 
Mstep: Class 17 contains 24413 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 97845 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 181838 members 
Mstep: Class 23 contains 49924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460284.000000 Penalty: 43859.843750
Iteration 223Q: 21 clusters Score -6.646028e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178865 members 
Mstep: Class 7 contains 4544 members 
Mstep: Class 8 contains 39845 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54673 members 
Mstep: Class 16 contains 66159 members 
Mstep: Class 17 contains 24522 members 
Mstep: Class 18 contains 7057 members 
Mstep: Class 19 contains 97806 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 181822 members 
Mstep: Class 23 contains 49910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460300.000000 Penalty: 43859.843750
Iteration 224Q: 21 clusters Score -6.64603e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178852 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 39832 members 
Mstep: Class 9 contains 3169 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54678 members 
Mstep: Class 16 contains 66155 members 
Mstep: Class 17 contains 24624 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 97771 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 181801 members 
Mstep: Class 23 contains 49889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460500.000000 Penalty: 43859.843750
Iteration 225Q: 21 clusters Score -6.64605e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178820 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 39817 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 11 contains 4193 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54688 members 
Mstep: Class 16 contains 66154 members 
Mstep: Class 17 contains 24727 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 97739 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 181773 members 
Mstep: Class 23 contains 49873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460612.000000 Penalty: 43859.843750
Iteration 226Q: 21 clusters Score -6.646061e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178796 members 
Mstep: Class 7 contains 4580 members 
Mstep: Class 8 contains 39800 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54693 members 
Mstep: Class 16 contains 66145 members 
Mstep: Class 17 contains 24826 members 
Mstep: Class 18 contains 7006 members 
Mstep: Class 19 contains 97703 members 
Mstep: Class 20 contains 233 members 
Mstep: Class 21 contains 181747 members 
Mstep: Class 23 contains 49854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460792.000000 Penalty: 43859.843750
Iteration 227Q: 21 clusters Score -6.646079e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178736 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 39785 members 
Mstep: Class 9 contains 3402 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54702 members 
Mstep: Class 16 contains 66139 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 6987 members 
Mstep: Class 19 contains 97674 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 181724 members 
Mstep: Class 23 contains 49830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66460948.000000 Penalty: 43859.843750
Iteration 228Q: 21 clusters Score -6.646095e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178666 members 
Mstep: Class 7 contains 4623 members 
Mstep: Class 8 contains 39773 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 11 contains 4052 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54703 members 
Mstep: Class 16 contains 66132 members 
Mstep: Class 17 contains 25018 members 
Mstep: Class 18 contains 6976 members 
Mstep: Class 19 contains 97638 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 181690 members 
Mstep: Class 23 contains 49800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461024.000000 Penalty: 43859.843750
Iteration 229Q: 21 clusters Score -6.646102e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 524 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178623 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 39756 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54702 members 
Mstep: Class 16 contains 66119 members 
Mstep: Class 17 contains 25100 members 
Mstep: Class 18 contains 6959 members 
Mstep: Class 19 contains 97605 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 181676 members 
Mstep: Class 23 contains 49773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461108.000000 Penalty: 43859.843750
Iteration 230Q: 21 clusters Score -6.646111e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178586 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 39740 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54707 members 
Mstep: Class 16 contains 66116 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 6944 members 
Mstep: Class 19 contains 97560 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 181674 members 
Mstep: Class 23 contains 49743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461044.000000 Penalty: 43859.843750
Iteration 231Q: 21 clusters Score -6.646104e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 517 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178519 members 
Mstep: Class 7 contains 4677 members 
Mstep: Class 8 contains 39724 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 11 contains 3925 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54709 members 
Mstep: Class 16 contains 66110 members 
Mstep: Class 17 contains 25266 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 97517 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 181669 members 
Mstep: Class 23 contains 49705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461240.000000 Penalty: 43859.843750
Iteration 232Q: 21 clusters Score -6.646124e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178472 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 39715 members 
Mstep: Class 9 contains 3985 members 
Mstep: Class 11 contains 3885 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54714 members 
Mstep: Class 16 contains 66088 members 
Mstep: Class 17 contains 25345 members 
Mstep: Class 18 contains 6893 members 
Mstep: Class 19 contains 97486 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 181670 members 
Mstep: Class 23 contains 49665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461320.000000 Penalty: 43859.843750
Iteration 233Q: 21 clusters Score -6.646132e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 510 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178435 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 39697 members 
Mstep: Class 9 contains 4123 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54702 members 
Mstep: Class 16 contains 66078 members 
Mstep: Class 17 contains 25415 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 97448 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 181666 members 
Mstep: Class 23 contains 49630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461424.000000 Penalty: 43859.843750
Iteration 234Q: 21 clusters Score -6.646142e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178370 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 8 contains 39677 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 11 contains 3815 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54699 members 
Mstep: Class 16 contains 66063 members 
Mstep: Class 17 contains 25487 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 97427 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 181657 members 
Mstep: Class 23 contains 49596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461508.000000 Penalty: 43859.843750
Iteration 235Q: 21 clusters Score -6.646151e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178311 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 39663 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 11 contains 3785 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54697 members 
Mstep: Class 16 contains 66053 members 
Mstep: Class 17 contains 25556 members 
Mstep: Class 18 contains 6811 members 
Mstep: Class 19 contains 97419 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 181627 members 
Mstep: Class 23 contains 49572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461600.000000 Penalty: 43859.843750
Iteration 236Q: 21 clusters Score -6.64616e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178270 members 
Mstep: Class 7 contains 4752 members 
Mstep: Class 8 contains 39646 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54688 members 
Mstep: Class 16 contains 66039 members 
Mstep: Class 17 contains 25627 members 
Mstep: Class 18 contains 6785 members 
Mstep: Class 19 contains 97399 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 181620 members 
Mstep: Class 23 contains 49545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461664.000000 Penalty: 43859.843750
Iteration 237Q: 21 clusters Score -6.646166e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178219 members 
Mstep: Class 7 contains 4761 members 
Mstep: Class 8 contains 39629 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54685 members 
Mstep: Class 16 contains 66030 members 
Mstep: Class 17 contains 25695 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 97386 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181603 members 
Mstep: Class 23 contains 49513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462032.000000 Penalty: 43859.843750
Iteration 238Q: 21 clusters Score -6.646203e+07 nChanged 474
Entering ConstructFrom: 
Score: -66462032.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -20944.220703 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -20944.22 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 217 members 
Entering Unmasked Estep 
Score: -20177.037109 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -20177.04 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20666.615234 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -20666.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20862.783203 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -20862.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21058.609375 Penalty: 1989.096680
	Iteration 3F: 3 clusters Score -21058.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21121.269531 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -21121.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21126.945312 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -21126.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21130.748047 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -21130.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21131.234375 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -21131.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21131.234375 Penalty: 1989.096680
	Iteration 8F: 3 clusters Score -21131.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178172 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 39619 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 10 contains 263 members 
Mstep: Class 11 contains 3730 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54685 members 
Mstep: Class 16 contains 66028 members 
Mstep: Class 17 contains 25764 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 97370 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181557 members 
Mstep: Class 23 contains 49497 members 
Entering Unmasked Estep 
Score: -66461068.000000 Penalty: 46052.835938
Splitting cluster 1 changes total score from -66462032.000000 to -66461068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -36977.589844 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -36977.59 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 234 members 
Entering Unmasked Estep 
Score: -36092.242188 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -36092.24 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36324.507812 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -36324.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36391.257812 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -36391.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36423.882812 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -36423.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36431.390625 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -36431.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36437.191406 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -36437.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36438.601562 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -36438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36438.601562 Penalty: 2021.691772
	Iteration 7F: 3 clusters Score -36438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -99631.914062 Penalty: 1149.543945
	Iteration 0F: 2 clusters Score -99631.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98067.117188 Penalty: 2299.087891
	Iteration 0F: 3 clusters Score -98067.12 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98366.539062 Penalty: 2299.087891
	Iteration 1F: 3 clusters Score -98366.54 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -98469.921875 Penalty: 2299.087891
	Iteration 2F: 3 clusters Score -98469.92 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -98561.117188 Penalty: 2299.087891
	Iteration 3F: 3 clusters Score -98561.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98610.023438 Penalty: 2299.087891
	Iteration 4Q: 3 clusters Score -98610.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98646.804688 Penalty: 2299.087891
	Iteration 5Q: 3 clusters Score -98646.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98678.046875 Penalty: 2299.087891
	Iteration 6Q: 3 clusters Score -98678.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -98702.648438 Penalty: 2299.087891
	Iteration 7Q: 3 clusters Score -98702.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98725.515625 Penalty: 2299.087891
	Iteration 8Q: 3 clusters Score -98725.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98758.289062 Penalty: 2299.087891
	Iteration 9Q: 3 clusters Score -98758.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98789.765625 Penalty: 2299.087891
	Iteration 10Q: 3 clusters Score -98789.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98815.351562 Penalty: 2299.087891
	Iteration 11Q: 3 clusters Score -98815.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98844.148438 Penalty: 2299.087891
	Iteration 12Q: 3 clusters Score -98844.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98877.593750 Penalty: 2299.087891
	Iteration 13Q: 3 clusters Score -98877.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98939.148438 Penalty: 2299.087891
	Iteration 14Q: 3 clusters Score -98939.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99011.921875 Penalty: 2299.087891
	Iteration 15Q: 3 clusters Score -99011.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99108.710938 Penalty: 2299.087891
	Iteration 16Q: 3 clusters Score -99108.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99246.976562 Penalty: 2299.087891
	Iteration 17F: 3 clusters Score -99246.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99400.000000 Penalty: 2299.087891
	Iteration 18F: 3 clusters Score -99400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -99518.843750 Penalty: 2299.087891
	Iteration 19F: 3 clusters Score -99518.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -99669.226562 Penalty: 2299.087891
	Iteration 20F: 3 clusters Score -99669.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99703.843750 Penalty: 2299.087891
	Iteration 21Q: 3 clusters Score -99703.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99711.867188 Penalty: 2299.087891
	Iteration 22Q: 3 clusters Score -99711.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99712.453125 Penalty: 2299.087891
	Iteration 23Q: 3 clusters Score -99712.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99712.453125 Penalty: 2299.087891
	Iteration 24F: 3 clusters Score -99712.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178172 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 39619 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 3730 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54685 members 
Mstep: Class 16 contains 66028 members 
Mstep: Class 17 contains 25764 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 97370 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181557 members 
Mstep: Class 23 contains 49497 members 
Entering Unmasked Estep 
Score: -66461120.000000 Penalty: 46052.835938
Splitting cluster 3 changes total score from -66462032.000000 to -66461120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -60353.496094 Penalty: 1081.926758
	Iteration 0F: 2 clusters Score -60353.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59121.960938 Penalty: 2163.853516
	Iteration 0F: 3 clusters Score -59121.96 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59354.582031 Penalty: 2163.853516
	Iteration 1F: 3 clusters Score -59354.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59426.238281 Penalty: 2163.853516
	Iteration 2F: 3 clusters Score -59426.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59464.703125 Penalty: 2163.853516
	Iteration 3Q: 3 clusters Score -59464.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59486.457031 Penalty: 2163.853516
	Iteration 4Q: 3 clusters Score -59486.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59514.210938 Penalty: 2163.853516
	Iteration 5Q: 3 clusters Score -59514.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59535.285156 Penalty: 2163.853516
	Iteration 6Q: 3 clusters Score -59535.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59547.722656 Penalty: 2163.853516
	Iteration 7Q: 3 clusters Score -59547.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59564.406250 Penalty: 2163.853516
	Iteration 8Q: 3 clusters Score -59564.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59596.199219 Penalty: 2163.853516
	Iteration 9Q: 3 clusters Score -59596.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59617.664062 Penalty: 2163.853516
	Iteration 10Q: 3 clusters Score -59617.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59639.113281 Penalty: 2163.853516
	Iteration 11Q: 3 clusters Score -59639.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59670.878906 Penalty: 2163.853516
	Iteration 12Q: 3 clusters Score -59670.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59686.218750 Penalty: 2163.853516
	Iteration 13Q: 3 clusters Score -59686.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59702.949219 Penalty: 2163.853516
	Iteration 14Q: 3 clusters Score -59702.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59722.437500 Penalty: 2163.853516
	Iteration 15Q: 3 clusters Score -59722.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59749.285156 Penalty: 2163.853516
	Iteration 16Q: 3 clusters Score -59749.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59767.171875 Penalty: 2163.853516
	Iteration 17Q: 3 clusters Score -59767.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59778.449219 Penalty: 2163.853516
	Iteration 18Q: 3 clusters Score -59778.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59787.964844 Penalty: 2163.853516
	Iteration 19Q: 3 clusters Score -59787.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59836.250000 Penalty: 2163.853516
	Iteration 20F: 3 clusters Score -59836.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59879.843750 Penalty: 2163.853516
	Iteration 21Q: 3 clusters Score -59879.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59904.414062 Penalty: 2163.853516
	Iteration 22Q: 3 clusters Score -59904.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59929.394531 Penalty: 2163.853516
	Iteration 23Q: 3 clusters Score -59929.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59947.109375 Penalty: 2163.853516
	Iteration 24Q: 3 clusters Score -59947.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59952.843750 Penalty: 2163.853516
	Iteration 25Q: 3 clusters Score -59952.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59961.625000 Penalty: 2163.853516
	Iteration 26Q: 3 clusters Score -59961.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59964.042969 Penalty: 2163.853516
	Iteration 27Q: 3 clusters Score -59964.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59965.589844 Penalty: 2163.853516
	Iteration 28Q: 3 clusters Score -59965.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59965.589844 Penalty: 2163.853516
	Iteration 29F: 3 clusters Score -59965.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -35859.835938 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -35859.84 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: -34850.585938 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -34850.59 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35101.441406 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -35101.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35282.875000 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -35282.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35409.210938 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -35409.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35497.945312 Penalty: 2006.480469
	Iteration 4F: 3 clusters Score -35497.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35567.445312 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -35567.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35602.437500 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -35602.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35617.226562 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -35617.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35617.226562 Penalty: 2006.480469
	Iteration 8F: 3 clusters Score -35617.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178172 members 
Entering Unmasked Estep 
Score: -16652959.000000 Penalty: 1964.707031
	Iteration 0F: 2 clusters Score -1.665296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89083 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -16536820.000000 Penalty: 3929.414062
	Iteration 0F: 3 clusters Score -1.653682e+07 nChanged 86136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -16588526.000000 Penalty: 3929.414062
	Iteration 1F: 3 clusters Score -1.658853e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -16590098.000000 Penalty: 3929.414062
	Iteration 2Q: 3 clusters Score -1.65901e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -16591828.000000 Penalty: 3929.414062
	Iteration 3Q: 3 clusters Score -1.659183e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -16594143.000000 Penalty: 3929.414062
	Iteration 4Q: 3 clusters Score -1.659414e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -16596829.000000 Penalty: 3929.414062
	Iteration 5Q: 3 clusters Score -1.659683e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -16600614.000000 Penalty: 3929.414062
	Iteration 6Q: 3 clusters Score -1.660061e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -16605500.000000 Penalty: 3929.414062
	Iteration 7F: 3 clusters Score -1.66055e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105836 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -16611389.000000 Penalty: 3929.414062
	Iteration 8F: 3 clusters Score -1.661139e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -16618038.000000 Penalty: 3929.414062
	Iteration 9F: 3 clusters Score -1.661804e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -16623987.000000 Penalty: 3929.414062
	Iteration 10F: 3 clusters Score -1.662399e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112982 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -16627821.000000 Penalty: 3929.414062
	Iteration 11Q: 3 clusters Score -1.662782e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -16629792.000000 Penalty: 3929.414062
	Iteration 12Q: 3 clusters Score -1.662979e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116958 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -16630920.000000 Penalty: 3929.414062
	Iteration 13Q: 3 clusters Score -1.663092e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -16631665.000000 Penalty: 3929.414062
	Iteration 14Q: 3 clusters Score -1.663166e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -16632369.000000 Penalty: 3929.414062
	Iteration 15Q: 3 clusters Score -1.663237e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -16633014.000000 Penalty: 3929.414062
	Iteration 16Q: 3 clusters Score -1.663301e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -16633748.000000 Penalty: 3929.414062
	Iteration 17Q: 3 clusters Score -1.663375e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128026 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -16634318.000000 Penalty: 3929.414062
	Iteration 18Q: 3 clusters Score -1.663432e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130423 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -16635209.000000 Penalty: 3929.414062
	Iteration 19Q: 3 clusters Score -1.663521e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -16635928.000000 Penalty: 3929.414062
	Iteration 20F: 3 clusters Score -1.663593e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135264 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -16636595.000000 Penalty: 3929.414062
	Iteration 21Q: 3 clusters Score -1.66366e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137737 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -16637332.000000 Penalty: 3929.414062
	Iteration 22Q: 3 clusters Score -1.663733e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140327 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -16638163.000000 Penalty: 3929.414062
	Iteration 23Q: 3 clusters Score -1.663816e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -16638883.000000 Penalty: 3929.414062
	Iteration 24Q: 3 clusters Score -1.663888e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145898 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -16639840.000000 Penalty: 3929.414062
	Iteration 25Q: 3 clusters Score -1.663984e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148785 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -16640871.000000 Penalty: 3929.414062
	Iteration 26Q: 3 clusters Score -1.664087e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -16642194.000000 Penalty: 3929.414062
	Iteration 27Q: 3 clusters Score -1.664219e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -16643446.000000 Penalty: 3929.414062
	Iteration 28Q: 3 clusters Score -1.664345e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157687 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -16644519.000000 Penalty: 3929.414062
	Iteration 29Q: 3 clusters Score -1.664452e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160525 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -16645477.000000 Penalty: 3929.414062
	Iteration 30Q: 3 clusters Score -1.664548e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163229 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -16646490.000000 Penalty: 3929.414062
	Iteration 31Q: 3 clusters Score -1.664649e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -16647333.000000 Penalty: 3929.414062
	Iteration 32Q: 3 clusters Score -1.664733e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168137 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -16648161.000000 Penalty: 3929.414062
	Iteration 33Q: 3 clusters Score -1.664816e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170148 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -16648836.000000 Penalty: 3929.414062
	Iteration 34Q: 3 clusters Score -1.664884e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171963 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -16649516.000000 Penalty: 3929.414062
	Iteration 35Q: 3 clusters Score -1.664952e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173486 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -16650044.000000 Penalty: 3929.414062
	Iteration 36Q: 3 clusters Score -1.665004e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174664 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -16650450.000000 Penalty: 3929.414062
	Iteration 37Q: 3 clusters Score -1.665045e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -16650696.000000 Penalty: 3929.414062
	Iteration 38Q: 3 clusters Score -1.66507e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176239 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -16650851.000000 Penalty: 3929.414062
	Iteration 39Q: 3 clusters Score -1.665085e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176712 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -16650989.000000 Penalty: 3929.414062
	Iteration 40F: 3 clusters Score -1.665099e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176998 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -16651115.000000 Penalty: 3929.414062
	Iteration 41Q: 3 clusters Score -1.665112e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177196 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16651200.000000 Penalty: 3929.414062
	Iteration 42Q: 3 clusters Score -1.66512e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177340 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16651237.000000 Penalty: 3929.414062
	Iteration 43Q: 3 clusters Score -1.665124e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177440 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16651283.000000 Penalty: 3929.414062
	Iteration 44Q: 3 clusters Score -1.665128e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -16651332.000000 Penalty: 3929.414062
	Iteration 45Q: 3 clusters Score -1.665133e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177538 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16651363.000000 Penalty: 3929.414062
	Iteration 46Q: 3 clusters Score -1.665136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16651368.000000 Penalty: 3929.414062
	Iteration 47Q: 3 clusters Score -1.665137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16651382.000000 Penalty: 3929.414062
	Iteration 48Q: 3 clusters Score -1.665138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177608 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -16651383.000000 Penalty: 3929.414062
	Iteration 49Q: 3 clusters Score -1.665138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16651393.000000 Penalty: 3929.414062
	Iteration 50Q: 3 clusters Score -1.665139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177631 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -16651413.000000 Penalty: 3929.414062
	Iteration 51Q: 3 clusters Score -1.665141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177640 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -16651417.000000 Penalty: 3929.414062
	Iteration 52Q: 3 clusters Score -1.665142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177649 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16651426.000000 Penalty: 3929.414062
	Iteration 53Q: 3 clusters Score -1.665143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16651431.000000 Penalty: 3929.414062
	Iteration 54Q: 3 clusters Score -1.665143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177656 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -16651428.000000 Penalty: 3929.414062
	Iteration 55Q: 3 clusters Score -1.665143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177661 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -16651427.000000 Penalty: 3929.414062
	Iteration 56Q: 3 clusters Score -1.665143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177663 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16651432.000000 Penalty: 3929.414062
	Iteration 57Q: 3 clusters Score -1.665143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177668 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16651433.000000 Penalty: 3929.414062
	Iteration 58Q: 3 clusters Score -1.665143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177671 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16651433.000000 Penalty: 3929.414062
	Iteration 59Q: 3 clusters Score -1.665143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -16651434.000000 Penalty: 3929.414062
	Iteration 60F: 3 clusters Score -1.665143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177676 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16651437.000000 Penalty: 3929.414062
	Iteration 61Q: 3 clusters Score -1.665144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -16651432.000000 Penalty: 3929.414062
	Iteration 62Q: 3 clusters Score -1.665143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177688 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -16651435.000000 Penalty: 3929.414062
	Iteration 63Q: 3 clusters Score -1.665144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177695 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -16651424.000000 Penalty: 3929.414062
	Iteration 64Q: 3 clusters Score -1.665142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177699 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16651419.000000 Penalty: 3929.414062
	Iteration 65Q: 3 clusters Score -1.665142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177700 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16651420.000000 Penalty: 3929.414062
	Iteration 66Q: 3 clusters Score -1.665142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16651415.000000 Penalty: 3929.414062
	Iteration 67Q: 3 clusters Score -1.665142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177707 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16651422.000000 Penalty: 3929.414062
	Iteration 68Q: 3 clusters Score -1.665142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177707 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16651423.000000 Penalty: 3929.414062
	Iteration 69Q: 3 clusters Score -1.665142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177708 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16651431.000000 Penalty: 3929.414062
	Iteration 70Q: 3 clusters Score -1.665143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177711 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -16651429.000000 Penalty: 3929.414062
	Iteration 71Q: 3 clusters Score -1.665143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177713 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16651432.000000 Penalty: 3929.414062
	Iteration 72Q: 3 clusters Score -1.665143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16651426.000000 Penalty: 3929.414062
	Iteration 73Q: 3 clusters Score -1.665143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177720 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16651422.000000 Penalty: 3929.414062
	Iteration 74Q: 3 clusters Score -1.665142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177722 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16651420.000000 Penalty: 3929.414062
	Iteration 75Q: 3 clusters Score -1.665142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177723 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16651427.000000 Penalty: 3929.414062
	Iteration 76Q: 3 clusters Score -1.665143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -16651439.000000 Penalty: 3929.414062
	Iteration 77Q: 3 clusters Score -1.665144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177727 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16651427.000000 Penalty: 3929.414062
	Iteration 78Q: 3 clusters Score -1.665143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177726 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -16651425.000000 Penalty: 3929.414062
	Iteration 79Q: 3 clusters Score -1.665142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177728 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16651421.000000 Penalty: 3929.414062
	Iteration 80F: 3 clusters Score -1.665142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177730 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -16651426.000000 Penalty: 3929.414062
	Iteration 81Q: 3 clusters Score -1.665143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16651424.000000 Penalty: 3929.414062
	Iteration 82Q: 3 clusters Score -1.665142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177736 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16651423.000000 Penalty: 3929.414062
	Iteration 83Q: 3 clusters Score -1.665142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177740 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -16651427.000000 Penalty: 3929.414062
	Iteration 84Q: 3 clusters Score -1.665143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177741 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16651434.000000 Penalty: 3929.414062
	Iteration 85Q: 3 clusters Score -1.665143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -16651425.000000 Penalty: 3929.414062
	Iteration 86Q: 3 clusters Score -1.665142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -16651425.000000 Penalty: 3929.414062
	Iteration 87F: 3 clusters Score -1.665142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -455499.531250 Penalty: 1376.459717
	Iteration 0F: 2 clusters Score -455499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -451631.468750 Penalty: 2752.919434
	Iteration 0F: 3 clusters Score -451631.5 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -452704.593750 Penalty: 2752.919434
	Iteration 1F: 3 clusters Score -452704.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -452866.281250 Penalty: 2752.919434
	Iteration 2F: 3 clusters Score -452866.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -452962.406250 Penalty: 2752.919434
	Iteration 3Q: 3 clusters Score -452962.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -453031.843750 Penalty: 2752.919434
	Iteration 4Q: 3 clusters Score -453031.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -453093.312500 Penalty: 2752.919434
	Iteration 5Q: 3 clusters Score -453093.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -453147.906250 Penalty: 2752.919434
	Iteration 6Q: 3 clusters Score -453147.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -453198.875000 Penalty: 2752.919434
	Iteration 7Q: 3 clusters Score -453198.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -453251.000000 Penalty: 2752.919434
	Iteration 8Q: 3 clusters Score -453251 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -453291.406250 Penalty: 2752.919434
	Iteration 9Q: 3 clusters Score -453291.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -453329.625000 Penalty: 2752.919434
	Iteration 10Q: 3 clusters Score -453329.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -453379.000000 Penalty: 2752.919434
	Iteration 11Q: 3 clusters Score -453379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -453439.687500 Penalty: 2752.919434
	Iteration 12Q: 3 clusters Score -453439.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -453509.156250 Penalty: 2752.919434
	Iteration 13Q: 3 clusters Score -453509.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -453558.468750 Penalty: 2752.919434
	Iteration 14Q: 3 clusters Score -453558.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -453624.093750 Penalty: 2752.919434
	Iteration 15Q: 3 clusters Score -453624.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -453702.593750 Penalty: 2752.919434
	Iteration 16Q: 3 clusters Score -453702.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -453787.437500 Penalty: 2752.919434
	Iteration 17Q: 3 clusters Score -453787.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -453872.906250 Penalty: 2752.919434
	Iteration 18Q: 3 clusters Score -453872.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -453941.843750 Penalty: 2752.919434
	Iteration 19Q: 3 clusters Score -453941.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -453994.468750 Penalty: 2752.919434
	Iteration 20F: 3 clusters Score -453994.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -454047.281250 Penalty: 2752.919434
	Iteration 21Q: 3 clusters Score -454047.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -454095.875000 Penalty: 2752.919434
	Iteration 22Q: 3 clusters Score -454095.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -454147.375000 Penalty: 2752.919434
	Iteration 23Q: 3 clusters Score -454147.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -454181.218750 Penalty: 2752.919434
	Iteration 24Q: 3 clusters Score -454181.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -454202.031250 Penalty: 2752.919434
	Iteration 25Q: 3 clusters Score -454202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -454220.250000 Penalty: 2752.919434
	Iteration 26Q: 3 clusters Score -454220.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -454233.000000 Penalty: 2752.919434
	Iteration 27Q: 3 clusters Score -454233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -454246.406250 Penalty: 2752.919434
	Iteration 28Q: 3 clusters Score -454246.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -454263.968750 Penalty: 2752.919434
	Iteration 29Q: 3 clusters Score -454264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -454275.156250 Penalty: 2752.919434
	Iteration 30Q: 3 clusters Score -454275.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -454282.968750 Penalty: 2752.919434
	Iteration 31Q: 3 clusters Score -454283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -454288.062500 Penalty: 2752.919434
	Iteration 32Q: 3 clusters Score -454288.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -454296.843750 Penalty: 2752.919434
	Iteration 33Q: 3 clusters Score -454296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -454305.968750 Penalty: 2752.919434
	Iteration 34Q: 3 clusters Score -454306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -454317.843750 Penalty: 2752.919434
	Iteration 35Q: 3 clusters Score -454317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -454323.031250 Penalty: 2752.919434
	Iteration 36Q: 3 clusters Score -454323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -454329.593750 Penalty: 2752.919434
	Iteration 37Q: 3 clusters Score -454329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -454335.531250 Penalty: 2752.919434
	Iteration 38Q: 3 clusters Score -454335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -454340.281250 Penalty: 2752.919434
	Iteration 39Q: 3 clusters Score -454340.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -454344.281250 Penalty: 2752.919434
	Iteration 40F: 3 clusters Score -454344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -454345.781250 Penalty: 2752.919434
	Iteration 41Q: 3 clusters Score -454345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -454348.093750 Penalty: 2752.919434
	Iteration 42Q: 3 clusters Score -454348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -454349.500000 Penalty: 2752.919434
	Iteration 43Q: 3 clusters Score -454349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -454350.312500 Penalty: 2752.919434
	Iteration 44Q: 3 clusters Score -454350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -454350.312500 Penalty: 2752.919434
	Iteration 45F: 3 clusters Score -454350.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Entering Unmasked Estep 
Score: -3760646.250000 Penalty: 1720.397827
	Iteration 0F: 2 clusters Score -3760646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3734006.000000 Penalty: 3440.795654
	Iteration 0F: 3 clusters Score -3734006 nChanged 18507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3744458.750000 Penalty: 3440.795654
	Iteration 1F: 3 clusters Score -3744459 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3745082.000000 Penalty: 3440.795654
	Iteration 2Q: 3 clusters Score -3745082 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3745886.250000 Penalty: 3440.795654
	Iteration 3Q: 3 clusters Score -3745886 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3746992.250000 Penalty: 3440.795654
	Iteration 4F: 3 clusters Score -3746992 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3748499.750000 Penalty: 3440.795654
	Iteration 5F: 3 clusters Score -3748500 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3750458.750000 Penalty: 3440.795654
	Iteration 6F: 3 clusters Score -3750459 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3752713.250000 Penalty: 3440.795654
	Iteration 7F: 3 clusters Score -3752713 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3754793.250000 Penalty: 3440.795654
	Iteration 8F: 3 clusters Score -3754793 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3756115.750000 Penalty: 3440.795654
	Iteration 9Q: 3 clusters Score -3756116 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3756958.250000 Penalty: 3440.795654
	Iteration 10Q: 3 clusters Score -3756958 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3757447.750000 Penalty: 3440.795654
	Iteration 11Q: 3 clusters Score -3757448 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3757798.000000 Penalty: 3440.795654
	Iteration 12Q: 3 clusters Score -3757798 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3758048.250000 Penalty: 3440.795654
	Iteration 13Q: 3 clusters Score -3758048 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3758245.500000 Penalty: 3440.795654
	Iteration 14Q: 3 clusters Score -3758246 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3758438.750000 Penalty: 3440.795654
	Iteration 15Q: 3 clusters Score -3758439 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3758602.750000 Penalty: 3440.795654
	Iteration 16Q: 3 clusters Score -3758603 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3758722.500000 Penalty: 3440.795654
	Iteration 17Q: 3 clusters Score -3758722 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3758833.000000 Penalty: 3440.795654
	Iteration 18Q: 3 clusters Score -3758833 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3758919.750000 Penalty: 3440.795654
	Iteration 19Q: 3 clusters Score -3758920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3758964.500000 Penalty: 3440.795654
	Iteration 20F: 3 clusters Score -3758964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3759010.500000 Penalty: 3440.795654
	Iteration 21Q: 3 clusters Score -3759010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3759060.500000 Penalty: 3440.795654
	Iteration 22Q: 3 clusters Score -3759060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3759094.750000 Penalty: 3440.795654
	Iteration 23Q: 3 clusters Score -3759095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3759121.000000 Penalty: 3440.795654
	Iteration 24Q: 3 clusters Score -3759121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3759140.750000 Penalty: 3440.795654
	Iteration 25Q: 3 clusters Score -3759141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3759160.250000 Penalty: 3440.795654
	Iteration 26Q: 3 clusters Score -3759160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3759171.750000 Penalty: 3440.795654
	Iteration 27Q: 3 clusters Score -3759172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3759183.000000 Penalty: 3440.795654
	Iteration 28Q: 3 clusters Score -3759183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3759188.000000 Penalty: 3440.795654
	Iteration 29Q: 3 clusters Score -3759188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3759203.250000 Penalty: 3440.795654
	Iteration 30Q: 3 clusters Score -3759203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3759214.750000 Penalty: 3440.795654
	Iteration 31Q: 3 clusters Score -3759215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3759230.000000 Penalty: 3440.795654
	Iteration 32Q: 3 clusters Score -3759230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3759245.000000 Penalty: 3440.795654
	Iteration 33Q: 3 clusters Score -3759245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3759250.000000 Penalty: 3440.795654
	Iteration 34Q: 3 clusters Score -3759250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3759252.000000 Penalty: 3440.795654
	Iteration 35Q: 3 clusters Score -3759252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3759255.750000 Penalty: 3440.795654
	Iteration 36Q: 3 clusters Score -3759256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3759256.000000 Penalty: 3440.795654
	Iteration 37Q: 3 clusters Score -3759256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3759255.500000 Penalty: 3440.795654
	Iteration 38Q: 3 clusters Score -3759256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3759260.750000 Penalty: 3440.795654
	Iteration 39Q: 3 clusters Score -3759261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3759259.000000 Penalty: 3440.795654
	Iteration 40F: 3 clusters Score -3759259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3759259.250000 Penalty: 3440.795654
	Iteration 41Q: 3 clusters Score -3759259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3759261.500000 Penalty: 3440.795654
	Iteration 42Q: 3 clusters Score -3759262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3759263.500000 Penalty: 3440.795654
	Iteration 43Q: 3 clusters Score -3759264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3759261.000000 Penalty: 3440.795654
	Iteration 44Q: 3 clusters Score -3759261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3759266.250000 Penalty: 3440.795654
	Iteration 45Q: 3 clusters Score -3759266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3759267.250000 Penalty: 3440.795654
	Iteration 46Q: 3 clusters Score -3759267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3759270.750000 Penalty: 3440.795654
	Iteration 47Q: 3 clusters Score -3759271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3759269.250000 Penalty: 3440.795654
	Iteration 48Q: 3 clusters Score -3759269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3759276.000000 Penalty: 3440.795654
	Iteration 49Q: 3 clusters Score -3759276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3759280.750000 Penalty: 3440.795654
	Iteration 50Q: 3 clusters Score -3759281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3759283.250000 Penalty: 3440.795654
	Iteration 51Q: 3 clusters Score -3759283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3759283.250000 Penalty: 3440.795654
	Iteration 52F: 3 clusters Score -3759283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -434511.250000 Penalty: 1374.092773
	Iteration 0F: 2 clusters Score -434511.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -430674.750000 Penalty: 2748.185547
	Iteration 0F: 3 clusters Score -430674.8 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -431750.093750 Penalty: 2748.185547
	Iteration 1F: 3 clusters Score -431750.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -431940.718750 Penalty: 2748.185547
	Iteration 2F: 3 clusters Score -431940.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -432076.687500 Penalty: 2748.185547
	Iteration 3F: 3 clusters Score -432076.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -432183.906250 Penalty: 2748.185547
	Iteration 4Q: 3 clusters Score -432183.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -432303.531250 Penalty: 2748.185547
	Iteration 5Q: 3 clusters Score -432303.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -432436.156250 Penalty: 2748.185547
	Iteration 6Q: 3 clusters Score -432436.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -432570.125000 Penalty: 2748.185547
	Iteration 7Q: 3 clusters Score -432570.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -432687.187500 Penalty: 2748.185547
	Iteration 8Q: 3 clusters Score -432687.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -432807.656250 Penalty: 2748.185547
	Iteration 9Q: 3 clusters Score -432807.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -432897.625000 Penalty: 2748.185547
	Iteration 10Q: 3 clusters Score -432897.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -432964.500000 Penalty: 2748.185547
	Iteration 11Q: 3 clusters Score -432964.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -433022.375000 Penalty: 2748.185547
	Iteration 12Q: 3 clusters Score -433022.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -433087.343750 Penalty: 2748.185547
	Iteration 13Q: 3 clusters Score -433087.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -433139.062500 Penalty: 2748.185547
	Iteration 14Q: 3 clusters Score -433139.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -433186.000000 Penalty: 2748.185547
	Iteration 15Q: 3 clusters Score -433186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -433210.656250 Penalty: 2748.185547
	Iteration 16Q: 3 clusters Score -433210.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -433224.687500 Penalty: 2748.185547
	Iteration 17Q: 3 clusters Score -433224.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -433238.906250 Penalty: 2748.185547
	Iteration 18Q: 3 clusters Score -433238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -433246.000000 Penalty: 2748.185547
	Iteration 19Q: 3 clusters Score -433246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -433251.875000 Penalty: 2748.185547
	Iteration 20F: 3 clusters Score -433251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -433258.187500 Penalty: 2748.185547
	Iteration 21Q: 3 clusters Score -433258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -433267.718750 Penalty: 2748.185547
	Iteration 22Q: 3 clusters Score -433267.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -433283.562500 Penalty: 2748.185547
	Iteration 23Q: 3 clusters Score -433283.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -433289.687500 Penalty: 2748.185547
	Iteration 24Q: 3 clusters Score -433289.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -433295.062500 Penalty: 2748.185547
	Iteration 25Q: 3 clusters Score -433295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -433302.281250 Penalty: 2748.185547
	Iteration 26Q: 3 clusters Score -433302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -433304.750000 Penalty: 2748.185547
	Iteration 27Q: 3 clusters Score -433304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -433305.656250 Penalty: 2748.185547
	Iteration 28Q: 3 clusters Score -433305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -433306.656250 Penalty: 2748.185547
	Iteration 29Q: 3 clusters Score -433306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -433306.656250 Penalty: 2748.185547
	Iteration 30F: 3 clusters Score -433306.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -328920.843750 Penalty: 1336.426514
	Iteration 0F: 2 clusters Score -328920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -325793.906250 Penalty: 2672.853027
	Iteration 0F: 3 clusters Score -325793.9 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -326561.875000 Penalty: 2672.853027
	Iteration 1F: 3 clusters Score -326561.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -326744.437500 Penalty: 2672.853027
	Iteration 2F: 3 clusters Score -326744.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -326883.750000 Penalty: 2672.853027
	Iteration 3F: 3 clusters Score -326883.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -327050.843750 Penalty: 2672.853027
	Iteration 4Q: 3 clusters Score -327050.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -327247.187500 Penalty: 2672.853027
	Iteration 5F: 3 clusters Score -327247.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -327389.093750 Penalty: 2672.853027
	Iteration 6F: 3 clusters Score -327389.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -327506.968750 Penalty: 2672.853027
	Iteration 7Q: 3 clusters Score -327507 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -327608.687500 Penalty: 2672.853027
	Iteration 8Q: 3 clusters Score -327608.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -327685.718750 Penalty: 2672.853027
	Iteration 9Q: 3 clusters Score -327685.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -327747.656250 Penalty: 2672.853027
	Iteration 10Q: 3 clusters Score -327747.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -327797.781250 Penalty: 2672.853027
	Iteration 11Q: 3 clusters Score -327797.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -327829.656250 Penalty: 2672.853027
	Iteration 12Q: 3 clusters Score -327829.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -327857.093750 Penalty: 2672.853027
	Iteration 13Q: 3 clusters Score -327857.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -327880.187500 Penalty: 2672.853027
	Iteration 14Q: 3 clusters Score -327880.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -327903.718750 Penalty: 2672.853027
	Iteration 15Q: 3 clusters Score -327903.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -327922.593750 Penalty: 2672.853027
	Iteration 16Q: 3 clusters Score -327922.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -327940.375000 Penalty: 2672.853027
	Iteration 17Q: 3 clusters Score -327940.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -327953.406250 Penalty: 2672.853027
	Iteration 18Q: 3 clusters Score -327953.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -327968.625000 Penalty: 2672.853027
	Iteration 19Q: 3 clusters Score -327968.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -327981.468750 Penalty: 2672.853027
	Iteration 20F: 3 clusters Score -327981.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -327998.031250 Penalty: 2672.853027
	Iteration 21Q: 3 clusters Score -327998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -328009.906250 Penalty: 2672.853027
	Iteration 22Q: 3 clusters Score -328009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -328017.906250 Penalty: 2672.853027
	Iteration 23Q: 3 clusters Score -328017.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -328024.500000 Penalty: 2672.853027
	Iteration 24Q: 3 clusters Score -328024.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -328031.218750 Penalty: 2672.853027
	Iteration 25Q: 3 clusters Score -328031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -328035.156250 Penalty: 2672.853027
	Iteration 26Q: 3 clusters Score -328035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -328036.156250 Penalty: 2672.853027
	Iteration 27Q: 3 clusters Score -328036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -328037.250000 Penalty: 2672.853027
	Iteration 28Q: 3 clusters Score -328037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -328037.906250 Penalty: 2672.853027
	Iteration 29Q: 3 clusters Score -328037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -328038.718750 Penalty: 2672.853027
	Iteration 30Q: 3 clusters Score -328038.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -328041.000000 Penalty: 2672.853027
	Iteration 31Q: 3 clusters Score -328041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -328041.718750 Penalty: 2672.853027
	Iteration 32Q: 3 clusters Score -328041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -328043.250000 Penalty: 2672.853027
	Iteration 33Q: 3 clusters Score -328043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -328044.875000 Penalty: 2672.853027
	Iteration 34Q: 3 clusters Score -328044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -328046.812500 Penalty: 2672.853027
	Iteration 35Q: 3 clusters Score -328046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -328047.812500 Penalty: 2672.853027
	Iteration 36Q: 3 clusters Score -328047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -328048.437500 Penalty: 2672.853027
	Iteration 37Q: 3 clusters Score -328048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -328049.125000 Penalty: 2672.853027
	Iteration 38Q: 3 clusters Score -328049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -328049.906250 Penalty: 2672.853027
	Iteration 39Q: 3 clusters Score -328049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -328049.562500 Penalty: 2672.853027
	Iteration 40F: 3 clusters Score -328049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -328050.843750 Penalty: 2672.853027
	Iteration 41Q: 3 clusters Score -328050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -328052.031250 Penalty: 2672.853027
	Iteration 42Q: 3 clusters Score -328052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -328054.375000 Penalty: 2672.853027
	Iteration 43Q: 3 clusters Score -328054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -328057.125000 Penalty: 2672.853027
	Iteration 44Q: 3 clusters Score -328057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -328058.656250 Penalty: 2672.853027
	Iteration 45Q: 3 clusters Score -328058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -328060.812500 Penalty: 2672.853027
	Iteration 46Q: 3 clusters Score -328060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -328063.125000 Penalty: 2672.853027
	Iteration 47Q: 3 clusters Score -328063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -328064.281250 Penalty: 2672.853027
	Iteration 48Q: 3 clusters Score -328064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -328065.843750 Penalty: 2672.853027
	Iteration 49Q: 3 clusters Score -328065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -328065.750000 Penalty: 2672.853027
	Iteration 50Q: 3 clusters Score -328065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -328066.687500 Penalty: 2672.853027
	Iteration 51Q: 3 clusters Score -328066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -328067.468750 Penalty: 2672.853027
	Iteration 52Q: 3 clusters Score -328067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -328067.468750 Penalty: 2672.853027
	Iteration 53F: 3 clusters Score -328067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37982.734375 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -37982.73 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 278 members 
Entering Unmasked Estep 
Score: -36906.167969 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -36906.17 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37152.000000 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -37152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37310.664062 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -37310.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37403.730469 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -37403.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37449.601562 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -37449.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37486.582031 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -37486.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37505.140625 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -37505.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37523.609375 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -37523.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37548.660156 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -37548.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37555.550781 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -37555.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37563.164062 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -37563.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37564.250000 Penalty: 2057.738037
	Iteration 11Q: 3 clusters Score -37564.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37564.250000 Penalty: 2057.738037
	Iteration 12F: 3 clusters Score -37564.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -855940.375000 Penalty: 1482.475952
	Iteration 0F: 2 clusters Score -855940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -849330.937500 Penalty: 2964.951904
	Iteration 0F: 3 clusters Score -849330.9 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -851454.437500 Penalty: 2964.951904
	Iteration 1F: 3 clusters Score -851454.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -851727.250000 Penalty: 2964.951904
	Iteration 2F: 3 clusters Score -851727.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -852015.437500 Penalty: 2964.951904
	Iteration 3F: 3 clusters Score -852015.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -852368.812500 Penalty: 2964.951904
	Iteration 4F: 3 clusters Score -852368.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -852750.187500 Penalty: 2964.951904
	Iteration 5F: 3 clusters Score -852750.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -853165.937500 Penalty: 2964.951904
	Iteration 6F: 3 clusters Score -853165.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -853592.250000 Penalty: 2964.951904
	Iteration 7F: 3 clusters Score -853592.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -853985.000000 Penalty: 2964.951904
	Iteration 8Q: 3 clusters Score -853985 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -854280.812500 Penalty: 2964.951904
	Iteration 9Q: 3 clusters Score -854280.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -854483.125000 Penalty: 2964.951904
	Iteration 10Q: 3 clusters Score -854483.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -854599.562500 Penalty: 2964.951904
	Iteration 11Q: 3 clusters Score -854599.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -854677.812500 Penalty: 2964.951904
	Iteration 12Q: 3 clusters Score -854677.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -854722.000000 Penalty: 2964.951904
	Iteration 13Q: 3 clusters Score -854722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -854751.000000 Penalty: 2964.951904
	Iteration 14Q: 3 clusters Score -854751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -854771.625000 Penalty: 2964.951904
	Iteration 15Q: 3 clusters Score -854771.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -854783.750000 Penalty: 2964.951904
	Iteration 16Q: 3 clusters Score -854783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -854791.625000 Penalty: 2964.951904
	Iteration 17Q: 3 clusters Score -854791.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -854795.500000 Penalty: 2964.951904
	Iteration 18Q: 3 clusters Score -854795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -854799.750000 Penalty: 2964.951904
	Iteration 19Q: 3 clusters Score -854799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -854807.562500 Penalty: 2964.951904
	Iteration 20F: 3 clusters Score -854807.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -854812.562500 Penalty: 2964.951904
	Iteration 21Q: 3 clusters Score -854812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -854813.312500 Penalty: 2964.951904
	Iteration 22Q: 3 clusters Score -854813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -854813.312500 Penalty: 2964.951904
	Iteration 23F: 3 clusters Score -854813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Entering Unmasked Estep 
Score: -5173464.500000 Penalty: 1772.768555
	Iteration 0F: 2 clusters Score -5173464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5136914.500000 Penalty: 3545.537109
	Iteration 0F: 3 clusters Score -5136914 nChanged 25755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5151187.000000 Penalty: 3545.537109
	Iteration 1F: 3 clusters Score -5151187 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -5151697.500000 Penalty: 3545.537109
	Iteration 2Q: 3 clusters Score -5151698 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5152258.500000 Penalty: 3545.537109
	Iteration 3Q: 3 clusters Score -5152258 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -5152890.000000 Penalty: 3545.537109
	Iteration 4Q: 3 clusters Score -5152890 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5153743.000000 Penalty: 3545.537109
	Iteration 5Q: 3 clusters Score -5153743 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -5154762.000000 Penalty: 3545.537109
	Iteration 6Q: 3 clusters Score -5154762 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -5155951.500000 Penalty: 3545.537109
	Iteration 7Q: 3 clusters Score -5155952 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5157317.000000 Penalty: 3545.537109
	Iteration 8Q: 3 clusters Score -5157317 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5158792.500000 Penalty: 3545.537109
	Iteration 9Q: 3 clusters Score -5158792 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -5160528.500000 Penalty: 3545.537109
	Iteration 10Q: 3 clusters Score -5160528 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5162318.000000 Penalty: 3545.537109
	Iteration 11Q: 3 clusters Score -5162318 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5164182.000000 Penalty: 3545.537109
	Iteration 12Q: 3 clusters Score -5164182 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5165654.000000 Penalty: 3545.537109
	Iteration 13Q: 3 clusters Score -5165654 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -5166735.000000 Penalty: 3545.537109
	Iteration 14Q: 3 clusters Score -5166735 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5167537.500000 Penalty: 3545.537109
	Iteration 15Q: 3 clusters Score -5167538 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -5168142.500000 Penalty: 3545.537109
	Iteration 16Q: 3 clusters Score -5168142 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -5168631.500000 Penalty: 3545.537109
	Iteration 17Q: 3 clusters Score -5168632 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -5169097.000000 Penalty: 3545.537109
	Iteration 18Q: 3 clusters Score -5169097 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -5169541.000000 Penalty: 3545.537109
	Iteration 19Q: 3 clusters Score -5169541 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -5169930.000000 Penalty: 3545.537109
	Iteration 20F: 3 clusters Score -5169930 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -5170306.000000 Penalty: 3545.537109
	Iteration 21Q: 3 clusters Score -5170306 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -5170632.500000 Penalty: 3545.537109
	Iteration 22Q: 3 clusters Score -5170632 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -5170915.500000 Penalty: 3545.537109
	Iteration 23Q: 3 clusters Score -5170916 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -5171149.500000 Penalty: 3545.537109
	Iteration 24Q: 3 clusters Score -5171150 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -5171300.000000 Penalty: 3545.537109
	Iteration 25Q: 3 clusters Score -5171300 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -5171430.500000 Penalty: 3545.537109
	Iteration 26Q: 3 clusters Score -5171430 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -5171534.500000 Penalty: 3545.537109
	Iteration 27Q: 3 clusters Score -5171534 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -5171610.500000 Penalty: 3545.537109
	Iteration 28Q: 3 clusters Score -5171610 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -5171683.500000 Penalty: 3545.537109
	Iteration 29Q: 3 clusters Score -5171684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -5171725.500000 Penalty: 3545.537109
	Iteration 30Q: 3 clusters Score -5171726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -5171780.500000 Penalty: 3545.537109
	Iteration 31Q: 3 clusters Score -5171780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -5171815.500000 Penalty: 3545.537109
	Iteration 32Q: 3 clusters Score -5171816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -5171840.000000 Penalty: 3545.537109
	Iteration 33Q: 3 clusters Score -5171840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -5171851.000000 Penalty: 3545.537109
	Iteration 34Q: 3 clusters Score -5171851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -5171867.000000 Penalty: 3545.537109
	Iteration 35Q: 3 clusters Score -5171867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -5171870.500000 Penalty: 3545.537109
	Iteration 36Q: 3 clusters Score -5171870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -5171875.000000 Penalty: 3545.537109
	Iteration 37Q: 3 clusters Score -5171875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -5171887.500000 Penalty: 3545.537109
	Iteration 38Q: 3 clusters Score -5171888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -5171895.000000 Penalty: 3545.537109
	Iteration 39Q: 3 clusters Score -5171895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -5171899.500000 Penalty: 3545.537109
	Iteration 40F: 3 clusters Score -5171900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -5171903.000000 Penalty: 3545.537109
	Iteration 41Q: 3 clusters Score -5171903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -5171909.500000 Penalty: 3545.537109
	Iteration 42Q: 3 clusters Score -5171910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -5171916.500000 Penalty: 3545.537109
	Iteration 43Q: 3 clusters Score -5171916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -5171922.500000 Penalty: 3545.537109
	Iteration 44Q: 3 clusters Score -5171922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -5171928.500000 Penalty: 3545.537109
	Iteration 45Q: 3 clusters Score -5171928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -5171938.000000 Penalty: 3545.537109
	Iteration 46Q: 3 clusters Score -5171938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -5171959.000000 Penalty: 3545.537109
	Iteration 47Q: 3 clusters Score -5171959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -5171975.500000 Penalty: 3545.537109
	Iteration 48Q: 3 clusters Score -5171976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -5171973.000000 Penalty: 3545.537109
	Iteration 49Q: 3 clusters Score -5171973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -5171977.000000 Penalty: 3545.537109
	Iteration 50Q: 3 clusters Score -5171977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -5171982.000000 Penalty: 3545.537109
	Iteration 51Q: 3 clusters Score -5171982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -5171984.500000 Penalty: 3545.537109
	Iteration 52Q: 3 clusters Score -5171984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -5171989.000000 Penalty: 3545.537109
	Iteration 53Q: 3 clusters Score -5171989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -5171991.500000 Penalty: 3545.537109
	Iteration 54Q: 3 clusters Score -5171992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -5171992.500000 Penalty: 3545.537109
	Iteration 55Q: 3 clusters Score -5171992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -5171992.000000 Penalty: 3545.537109
	Iteration 56Q: 3 clusters Score -5171992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -5171992.500000 Penalty: 3545.537109
	Iteration 57Q: 3 clusters Score -5171992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -5171995.000000 Penalty: 3545.537109
	Iteration 58Q: 3 clusters Score -5171995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5171993.500000 Penalty: 3545.537109
	Iteration 59Q: 3 clusters Score -5171994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -5171999.500000 Penalty: 3545.537109
	Iteration 60F: 3 clusters Score -5172000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -5171997.000000 Penalty: 3545.537109
	Iteration 61Q: 3 clusters Score -5171997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -5171998.500000 Penalty: 3545.537109
	Iteration 62Q: 3 clusters Score -5171998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -5171996.500000 Penalty: 3545.537109
	Iteration 63Q: 3 clusters Score -5171996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -5171996.500000 Penalty: 3545.537109
	Iteration 64F: 3 clusters Score -5171996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Entering Unmasked Estep 
Score: -6268685.500000 Penalty: 1803.398071
	Iteration 0F: 2 clusters Score -6268686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -6224711.000000 Penalty: 3606.796143
	Iteration 0F: 3 clusters Score -6224711 nChanged 31101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -6242178.000000 Penalty: 3606.796143
	Iteration 1F: 3 clusters Score -6242178 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -6242858.500000 Penalty: 3606.796143
	Iteration 2Q: 3 clusters Score -6242858 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6243686.500000 Penalty: 3606.796143
	Iteration 3Q: 3 clusters Score -6243686 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -6244835.000000 Penalty: 3606.796143
	Iteration 4Q: 3 clusters Score -6244835 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -6246469.000000 Penalty: 3606.796143
	Iteration 5Q: 3 clusters Score -6246469 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -6248981.500000 Penalty: 3606.796143
	Iteration 6F: 3 clusters Score -6248982 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -6252463.000000 Penalty: 3606.796143
	Iteration 7F: 3 clusters Score -6252463 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -6256349.000000 Penalty: 3606.796143
	Iteration 8F: 3 clusters Score -6256349 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -6259407.000000 Penalty: 3606.796143
	Iteration 9F: 3 clusters Score -6259407 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -6260937.500000 Penalty: 3606.796143
	Iteration 10Q: 3 clusters Score -6260938 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -6261680.000000 Penalty: 3606.796143
	Iteration 11Q: 3 clusters Score -6261680 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -6262143.000000 Penalty: 3606.796143
	Iteration 12Q: 3 clusters Score -6262143 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -6262509.000000 Penalty: 3606.796143
	Iteration 13Q: 3 clusters Score -6262509 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6262831.500000 Penalty: 3606.796143
	Iteration 14Q: 3 clusters Score -6262832 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -6263172.000000 Penalty: 3606.796143
	Iteration 15Q: 3 clusters Score -6263172 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -6263472.000000 Penalty: 3606.796143
	Iteration 16Q: 3 clusters Score -6263472 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -6263781.500000 Penalty: 3606.796143
	Iteration 17Q: 3 clusters Score -6263782 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -6264054.000000 Penalty: 3606.796143
	Iteration 18Q: 3 clusters Score -6264054 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -6264287.000000 Penalty: 3606.796143
	Iteration 19Q: 3 clusters Score -6264287 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -6264536.500000 Penalty: 3606.796143
	Iteration 20F: 3 clusters Score -6264536 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -6264758.000000 Penalty: 3606.796143
	Iteration 21Q: 3 clusters Score -6264758 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -6264978.500000 Penalty: 3606.796143
	Iteration 22Q: 3 clusters Score -6264978 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -6265185.500000 Penalty: 3606.796143
	Iteration 23Q: 3 clusters Score -6265186 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -6265419.000000 Penalty: 3606.796143
	Iteration 24Q: 3 clusters Score -6265419 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -6265600.000000 Penalty: 3606.796143
	Iteration 25Q: 3 clusters Score -6265600 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -6265783.500000 Penalty: 3606.796143
	Iteration 26Q: 3 clusters Score -6265784 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -6265982.000000 Penalty: 3606.796143
	Iteration 27Q: 3 clusters Score -6265982 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -6266134.500000 Penalty: 3606.796143
	Iteration 28Q: 3 clusters Score -6266134 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -6266304.000000 Penalty: 3606.796143
	Iteration 29Q: 3 clusters Score -6266304 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -6266419.000000 Penalty: 3606.796143
	Iteration 30Q: 3 clusters Score -6266419 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -6266531.500000 Penalty: 3606.796143
	Iteration 31Q: 3 clusters Score -6266532 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -6266599.500000 Penalty: 3606.796143
	Iteration 32Q: 3 clusters Score -6266600 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -6266716.500000 Penalty: 3606.796143
	Iteration 33Q: 3 clusters Score -6266716 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -6266791.500000 Penalty: 3606.796143
	Iteration 34Q: 3 clusters Score -6266792 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -6266838.500000 Penalty: 3606.796143
	Iteration 35Q: 3 clusters Score -6266838 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -6266891.000000 Penalty: 3606.796143
	Iteration 36Q: 3 clusters Score -6266891 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -6266901.500000 Penalty: 3606.796143
	Iteration 37Q: 3 clusters Score -6266902 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -6266932.500000 Penalty: 3606.796143
	Iteration 38Q: 3 clusters Score -6266932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -6266956.500000 Penalty: 3606.796143
	Iteration 39Q: 3 clusters Score -6266956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -6266978.500000 Penalty: 3606.796143
	Iteration 40F: 3 clusters Score -6266978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -6267012.000000 Penalty: 3606.796143
	Iteration 41Q: 3 clusters Score -6267012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -6267020.000000 Penalty: 3606.796143
	Iteration 42Q: 3 clusters Score -6267020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -6267027.500000 Penalty: 3606.796143
	Iteration 43Q: 3 clusters Score -6267028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -6267025.000000 Penalty: 3606.796143
	Iteration 44Q: 3 clusters Score -6267025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -6267029.500000 Penalty: 3606.796143
	Iteration 45Q: 3 clusters Score -6267030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -6267034.000000 Penalty: 3606.796143
	Iteration 46Q: 3 clusters Score -6267034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -6267038.500000 Penalty: 3606.796143
	Iteration 47Q: 3 clusters Score -6267038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -6267037.000000 Penalty: 3606.796143
	Iteration 48Q: 3 clusters Score -6267037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -6267059.500000 Penalty: 3606.796143
	Iteration 49Q: 3 clusters Score -6267060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -6267069.500000 Penalty: 3606.796143
	Iteration 50Q: 3 clusters Score -6267070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -6267092.000000 Penalty: 3606.796143
	Iteration 51Q: 3 clusters Score -6267092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -6267097.500000 Penalty: 3606.796143
	Iteration 52Q: 3 clusters Score -6267098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -6267100.500000 Penalty: 3606.796143
	Iteration 53Q: 3 clusters Score -6267100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -6267114.500000 Penalty: 3606.796143
	Iteration 54Q: 3 clusters Score -6267114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -6267130.500000 Penalty: 3606.796143
	Iteration 55Q: 3 clusters Score -6267130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -6267125.500000 Penalty: 3606.796143
	Iteration 56Q: 3 clusters Score -6267126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -6267132.000000 Penalty: 3606.796143
	Iteration 57Q: 3 clusters Score -6267132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -6267140.000000 Penalty: 3606.796143
	Iteration 58Q: 3 clusters Score -6267140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -6267138.000000 Penalty: 3606.796143
	Iteration 59Q: 3 clusters Score -6267138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -6267143.000000 Penalty: 3606.796143
	Iteration 60F: 3 clusters Score -6267143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -6267142.000000 Penalty: 3606.796143
	Iteration 61Q: 3 clusters Score -6267142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -6267146.500000 Penalty: 3606.796143
	Iteration 62Q: 3 clusters Score -6267146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -6267141.500000 Penalty: 3606.796143
	Iteration 63Q: 3 clusters Score -6267142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -6267153.000000 Penalty: 3606.796143
	Iteration 64Q: 3 clusters Score -6267153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -6267154.000000 Penalty: 3606.796143
	Iteration 65Q: 3 clusters Score -6267154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -6267161.000000 Penalty: 3606.796143
	Iteration 66Q: 3 clusters Score -6267161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -6267160.000000 Penalty: 3606.796143
	Iteration 67Q: 3 clusters Score -6267160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -6267163.500000 Penalty: 3606.796143
	Iteration 68Q: 3 clusters Score -6267164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -6267160.500000 Penalty: 3606.796143
	Iteration 69Q: 3 clusters Score -6267160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -6267162.500000 Penalty: 3606.796143
	Iteration 70Q: 3 clusters Score -6267162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -6267164.500000 Penalty: 3606.796143
	Iteration 71Q: 3 clusters Score -6267164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -6267172.000000 Penalty: 3606.796143
	Iteration 72Q: 3 clusters Score -6267172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -6267171.500000 Penalty: 3606.796143
	Iteration 73Q: 3 clusters Score -6267172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -6267175.000000 Penalty: 3606.796143
	Iteration 74Q: 3 clusters Score -6267175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -6267177.000000 Penalty: 3606.796143
	Iteration 75Q: 3 clusters Score -6267177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -6267178.000000 Penalty: 3606.796143
	Iteration 76Q: 3 clusters Score -6267178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -6267176.500000 Penalty: 3606.796143
	Iteration 77Q: 3 clusters Score -6267176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -6267181.000000 Penalty: 3606.796143
	Iteration 78Q: 3 clusters Score -6267181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -6267181.000000 Penalty: 3606.796143
	Iteration 79Q: 3 clusters Score -6267181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -6267179.500000 Penalty: 3606.796143
	Iteration 80F: 3 clusters Score -6267180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -6267176.500000 Penalty: 3606.796143
	Iteration 81Q: 3 clusters Score -6267176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -6267181.500000 Penalty: 3606.796143
	Iteration 82Q: 3 clusters Score -6267182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -6267177.000000 Penalty: 3606.796143
	Iteration 83Q: 3 clusters Score -6267177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -6267177.000000 Penalty: 3606.796143
	Iteration 84Q: 3 clusters Score -6267177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -6267175.000000 Penalty: 3606.796143
	Iteration 85Q: 3 clusters Score -6267175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -6267177.500000 Penalty: 3606.796143
	Iteration 86Q: 3 clusters Score -6267178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -6267177.500000 Penalty: 3606.796143
	Iteration 87F: 3 clusters Score -6267178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Entering Unmasked Estep 
Score: -2308278.750000 Penalty: 1650.469238
	Iteration 0F: 2 clusters Score -2308279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2290815.250000 Penalty: 3300.938477
	Iteration 0F: 3 clusters Score -2290815 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2297229.750000 Penalty: 3300.938477
	Iteration 1F: 3 clusters Score -2297230 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2297560.500000 Penalty: 3300.938477
	Iteration 2Q: 3 clusters Score -2297560 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2297870.500000 Penalty: 3300.938477
	Iteration 3Q: 3 clusters Score -2297870 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2298164.500000 Penalty: 3300.938477
	Iteration 4Q: 3 clusters Score -2298164 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2298499.000000 Penalty: 3300.938477
	Iteration 5Q: 3 clusters Score -2298499 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2298925.750000 Penalty: 3300.938477
	Iteration 6Q: 3 clusters Score -2298926 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2299512.250000 Penalty: 3300.938477
	Iteration 7Q: 3 clusters Score -2299512 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2300240.250000 Penalty: 3300.938477
	Iteration 8Q: 3 clusters Score -2300240 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2301152.500000 Penalty: 3300.938477
	Iteration 9F: 3 clusters Score -2301152 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2302112.500000 Penalty: 3300.938477
	Iteration 10F: 3 clusters Score -2302112 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2302939.750000 Penalty: 3300.938477
	Iteration 11F: 3 clusters Score -2302940 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2303533.750000 Penalty: 3300.938477
	Iteration 12Q: 3 clusters Score -2303534 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2303985.750000 Penalty: 3300.938477
	Iteration 13Q: 3 clusters Score -2303986 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2304274.500000 Penalty: 3300.938477
	Iteration 14Q: 3 clusters Score -2304274 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2304532.000000 Penalty: 3300.938477
	Iteration 15Q: 3 clusters Score -2304532 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2304751.250000 Penalty: 3300.938477
	Iteration 16Q: 3 clusters Score -2304751 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2304979.000000 Penalty: 3300.938477
	Iteration 17Q: 3 clusters Score -2304979 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2305199.500000 Penalty: 3300.938477
	Iteration 18Q: 3 clusters Score -2305200 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2305428.500000 Penalty: 3300.938477
	Iteration 19Q: 3 clusters Score -2305428 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2305618.750000 Penalty: 3300.938477
	Iteration 20F: 3 clusters Score -2305619 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2305794.750000 Penalty: 3300.938477
	Iteration 21Q: 3 clusters Score -2305795 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2305960.250000 Penalty: 3300.938477
	Iteration 22Q: 3 clusters Score -2305960 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2306083.750000 Penalty: 3300.938477
	Iteration 23Q: 3 clusters Score -2306084 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2306182.000000 Penalty: 3300.938477
	Iteration 24Q: 3 clusters Score -2306182 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2306282.000000 Penalty: 3300.938477
	Iteration 25Q: 3 clusters Score -2306282 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2306381.000000 Penalty: 3300.938477
	Iteration 26Q: 3 clusters Score -2306381 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2306463.750000 Penalty: 3300.938477
	Iteration 27Q: 3 clusters Score -2306464 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2306539.000000 Penalty: 3300.938477
	Iteration 28Q: 3 clusters Score -2306539 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2306618.500000 Penalty: 3300.938477
	Iteration 29Q: 3 clusters Score -2306618 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2306679.750000 Penalty: 3300.938477
	Iteration 30Q: 3 clusters Score -2306680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2306710.750000 Penalty: 3300.938477
	Iteration 31Q: 3 clusters Score -2306711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2306750.000000 Penalty: 3300.938477
	Iteration 32Q: 3 clusters Score -2306750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2306778.250000 Penalty: 3300.938477
	Iteration 33Q: 3 clusters Score -2306778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2306801.500000 Penalty: 3300.938477
	Iteration 34Q: 3 clusters Score -2306802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2306821.750000 Penalty: 3300.938477
	Iteration 35Q: 3 clusters Score -2306822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -2306849.750000 Penalty: 3300.938477
	Iteration 36Q: 3 clusters Score -2306850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -2306869.750000 Penalty: 3300.938477
	Iteration 37Q: 3 clusters Score -2306870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -2306882.000000 Penalty: 3300.938477
	Iteration 38Q: 3 clusters Score -2306882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -2306898.250000 Penalty: 3300.938477
	Iteration 39Q: 3 clusters Score -2306898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2306906.250000 Penalty: 3300.938477
	Iteration 40F: 3 clusters Score -2306906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -2306919.250000 Penalty: 3300.938477
	Iteration 41Q: 3 clusters Score -2306919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -2306932.750000 Penalty: 3300.938477
	Iteration 42Q: 3 clusters Score -2306933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2306933.750000 Penalty: 3300.938477
	Iteration 43Q: 3 clusters Score -2306934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -2306936.750000 Penalty: 3300.938477
	Iteration 44Q: 3 clusters Score -2306937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -2306939.250000 Penalty: 3300.938477
	Iteration 45Q: 3 clusters Score -2306939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -2306939.000000 Penalty: 3300.938477
	Iteration 46Q: 3 clusters Score -2306939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -2306947.000000 Penalty: 3300.938477
	Iteration 47Q: 3 clusters Score -2306947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -2306956.000000 Penalty: 3300.938477
	Iteration 48Q: 3 clusters Score -2306956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -2306961.000000 Penalty: 3300.938477
	Iteration 49Q: 3 clusters Score -2306961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2306956.750000 Penalty: 3300.938477
	Iteration 50Q: 3 clusters Score -2306957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2306958.500000 Penalty: 3300.938477
	Iteration 51Q: 3 clusters Score -2306958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -2306959.000000 Penalty: 3300.938477
	Iteration 52Q: 3 clusters Score -2306959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -2306959.000000 Penalty: 3300.938477
	Iteration 53Q: 3 clusters Score -2306959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2306959.250000 Penalty: 3300.938477
	Iteration 54Q: 3 clusters Score -2306959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2306962.500000 Penalty: 3300.938477
	Iteration 55Q: 3 clusters Score -2306962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2306961.250000 Penalty: 3300.938477
	Iteration 56Q: 3 clusters Score -2306961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2306960.500000 Penalty: 3300.938477
	Iteration 57Q: 3 clusters Score -2306960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2306962.000000 Penalty: 3300.938477
	Iteration 58Q: 3 clusters Score -2306962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2306962.000000 Penalty: 3300.938477
	Iteration 59F: 3 clusters Score -2306962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -567513.687500 Penalty: 1432.207886
	Iteration 0F: 2 clusters Score -567513.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -562422.937500 Penalty: 2864.415771
	Iteration 0F: 3 clusters Score -562422.9 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -564135.312500 Penalty: 2864.415771
	Iteration 1F: 3 clusters Score -564135.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -564616.500000 Penalty: 2864.415771
	Iteration 2F: 3 clusters Score -564616.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -565172.125000 Penalty: 2864.415771
	Iteration 3F: 3 clusters Score -565172.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -565704.625000 Penalty: 2864.415771
	Iteration 4F: 3 clusters Score -565704.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -566079.750000 Penalty: 2864.415771
	Iteration 5F: 3 clusters Score -566079.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -566319.500000 Penalty: 2864.415771
	Iteration 6F: 3 clusters Score -566319.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -566487.250000 Penalty: 2864.415771
	Iteration 7Q: 3 clusters Score -566487.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -566559.312500 Penalty: 2864.415771
	Iteration 8Q: 3 clusters Score -566559.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -566594.687500 Penalty: 2864.415771
	Iteration 9Q: 3 clusters Score -566594.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -566614.437500 Penalty: 2864.415771
	Iteration 10Q: 3 clusters Score -566614.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -566620.437500 Penalty: 2864.415771
	Iteration 11Q: 3 clusters Score -566620.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -566626.875000 Penalty: 2864.415771
	Iteration 12Q: 3 clusters Score -566626.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -566631.687500 Penalty: 2864.415771
	Iteration 13Q: 3 clusters Score -566631.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -566633.875000 Penalty: 2864.415771
	Iteration 14Q: 3 clusters Score -566633.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -566637.687500 Penalty: 2864.415771
	Iteration 15Q: 3 clusters Score -566637.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -566640.125000 Penalty: 2864.415771
	Iteration 16Q: 3 clusters Score -566640.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -566641.625000 Penalty: 2864.415771
	Iteration 17Q: 3 clusters Score -566641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -566643.562500 Penalty: 2864.415771
	Iteration 18Q: 3 clusters Score -566643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -566645.562500 Penalty: 2864.415771
	Iteration 19Q: 3 clusters Score -566645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -566645.187500 Penalty: 2864.415771
	Iteration 20F: 3 clusters Score -566645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -566645.250000 Penalty: 2864.415771
	Iteration 21Q: 3 clusters Score -566645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -566644.875000 Penalty: 2864.415771
	Iteration 22Q: 3 clusters Score -566644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -566645.250000 Penalty: 2864.415771
	Iteration 23Q: 3 clusters Score -566645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -566645.250000 Penalty: 2864.415771
	Iteration 24F: 3 clusters Score -566645.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Entering Unmasked Estep 
Score: -9241073.000000 Penalty: 1866.519531
	Iteration 0F: 2 clusters Score -9241073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -9175947.000000 Penalty: 3733.039062
	Iteration 0F: 3 clusters Score -9175947 nChanged 46566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -9202493.000000 Penalty: 3733.039062
	Iteration 1F: 3 clusters Score -9202493 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -9203091.000000 Penalty: 3733.039062
	Iteration 2Q: 3 clusters Score -9203091 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -9203808.000000 Penalty: 3733.039062
	Iteration 3Q: 3 clusters Score -9203808 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -9204814.000000 Penalty: 3733.039062
	Iteration 4Q: 3 clusters Score -9204814 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -9206397.000000 Penalty: 3733.039062
	Iteration 5Q: 3 clusters Score -9206397 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -9208892.000000 Penalty: 3733.039062
	Iteration 6Q: 3 clusters Score -9208892 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -9212132.000000 Penalty: 3733.039062
	Iteration 7F: 3 clusters Score -9212132 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -9216126.000000 Penalty: 3733.039062
	Iteration 8F: 3 clusters Score -9216126 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -9220360.000000 Penalty: 3733.039062
	Iteration 9F: 3 clusters Score -9220360 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -9223824.000000 Penalty: 3733.039062
	Iteration 10F: 3 clusters Score -9223824 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -9226302.000000 Penalty: 3733.039062
	Iteration 11Q: 3 clusters Score -9226302 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -9227853.000000 Penalty: 3733.039062
	Iteration 12Q: 3 clusters Score -9227853 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -9228764.000000 Penalty: 3733.039062
	Iteration 13Q: 3 clusters Score -9228764 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -9229362.000000 Penalty: 3733.039062
	Iteration 14Q: 3 clusters Score -9229362 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -9229753.000000 Penalty: 3733.039062
	Iteration 15Q: 3 clusters Score -9229753 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -9230158.000000 Penalty: 3733.039062
	Iteration 16Q: 3 clusters Score -9230158 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -9230566.000000 Penalty: 3733.039062
	Iteration 17Q: 3 clusters Score -9230566 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -9230986.000000 Penalty: 3733.039062
	Iteration 18Q: 3 clusters Score -9230986 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -9231377.000000 Penalty: 3733.039062
	Iteration 19Q: 3 clusters Score -9231377 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -9231824.000000 Penalty: 3733.039062
	Iteration 20F: 3 clusters Score -9231824 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -9232264.000000 Penalty: 3733.039062
	Iteration 21Q: 3 clusters Score -9232264 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -9232670.000000 Penalty: 3733.039062
	Iteration 22Q: 3 clusters Score -9232670 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -9233082.000000 Penalty: 3733.039062
	Iteration 23Q: 3 clusters Score -9233082 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -9233441.000000 Penalty: 3733.039062
	Iteration 24Q: 3 clusters Score -9233441 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -9233783.000000 Penalty: 3733.039062
	Iteration 25Q: 3 clusters Score -9233783 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -9234157.000000 Penalty: 3733.039062
	Iteration 26Q: 3 clusters Score -9234157 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -9234552.000000 Penalty: 3733.039062
	Iteration 27Q: 3 clusters Score -9234552 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -9234916.000000 Penalty: 3733.039062
	Iteration 28Q: 3 clusters Score -9234916 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -9235334.000000 Penalty: 3733.039062
	Iteration 29Q: 3 clusters Score -9235334 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -9235743.000000 Penalty: 3733.039062
	Iteration 30Q: 3 clusters Score -9235743 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -9236158.000000 Penalty: 3733.039062
	Iteration 31Q: 3 clusters Score -9236158 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -9236524.000000 Penalty: 3733.039062
	Iteration 32Q: 3 clusters Score -9236524 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -9236881.000000 Penalty: 3733.039062
	Iteration 33Q: 3 clusters Score -9236881 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -9237199.000000 Penalty: 3733.039062
	Iteration 34Q: 3 clusters Score -9237199 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 92322 members 
Entering Unmasked Estep 
Score: -9237526.000000 Penalty: 3733.039062
	Iteration 35Q: 3 clusters Score -9237526 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -9237861.000000 Penalty: 3733.039062
	Iteration 36Q: 3 clusters Score -9237861 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -9238111.000000 Penalty: 3733.039062
	Iteration 37Q: 3 clusters Score -9238111 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -9238330.000000 Penalty: 3733.039062
	Iteration 38Q: 3 clusters Score -9238330 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -9238510.000000 Penalty: 3733.039062
	Iteration 39Q: 3 clusters Score -9238510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -9238702.000000 Penalty: 3733.039062
	Iteration 40F: 3 clusters Score -9238702 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -9238824.000000 Penalty: 3733.039062
	Iteration 41Q: 3 clusters Score -9238824 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 95832 members 
Entering Unmasked Estep 
Score: -9238962.000000 Penalty: 3733.039062
	Iteration 42Q: 3 clusters Score -9238962 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -9239061.000000 Penalty: 3733.039062
	Iteration 43Q: 3 clusters Score -9239061 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -9239117.000000 Penalty: 3733.039062
	Iteration 44Q: 3 clusters Score -9239117 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -9239171.000000 Penalty: 3733.039062
	Iteration 45Q: 3 clusters Score -9239171 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -9239233.000000 Penalty: 3733.039062
	Iteration 46Q: 3 clusters Score -9239233 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -9239294.000000 Penalty: 3733.039062
	Iteration 47Q: 3 clusters Score -9239294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -9239325.000000 Penalty: 3733.039062
	Iteration 48Q: 3 clusters Score -9239325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -9239342.000000 Penalty: 3733.039062
	Iteration 49Q: 3 clusters Score -9239342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -9239364.000000 Penalty: 3733.039062
	Iteration 50Q: 3 clusters Score -9239364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -9239385.000000 Penalty: 3733.039062
	Iteration 51Q: 3 clusters Score -9239385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -9239393.000000 Penalty: 3733.039062
	Iteration 52Q: 3 clusters Score -9239393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -9239412.000000 Penalty: 3733.039062
	Iteration 53Q: 3 clusters Score -9239412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -9239412.000000 Penalty: 3733.039062
	Iteration 54Q: 3 clusters Score -9239412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
Score: -9239433.000000 Penalty: 3733.039062
	Iteration 55Q: 3 clusters Score -9239433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -9239443.000000 Penalty: 3733.039062
	Iteration 56Q: 3 clusters Score -9239443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -9239447.000000 Penalty: 3733.039062
	Iteration 57Q: 3 clusters Score -9239447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -9239444.000000 Penalty: 3733.039062
	Iteration 58Q: 3 clusters Score -9239444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -9239471.000000 Penalty: 3733.039062
	Iteration 59Q: 3 clusters Score -9239471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -9239478.000000 Penalty: 3733.039062
	Iteration 60F: 3 clusters Score -9239478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -9239484.000000 Penalty: 3733.039062
	Iteration 61Q: 3 clusters Score -9239484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -9239493.000000 Penalty: 3733.039062
	Iteration 62Q: 3 clusters Score -9239493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -9239490.000000 Penalty: 3733.039062
	Iteration 63Q: 3 clusters Score -9239490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -9239500.000000 Penalty: 3733.039062
	Iteration 64Q: 3 clusters Score -9239500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96801 members 
Entering Unmasked Estep 
Score: -9239503.000000 Penalty: 3733.039062
	Iteration 65Q: 3 clusters Score -9239503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 96804 members 
Entering Unmasked Estep 
Score: -9239505.000000 Penalty: 3733.039062
	Iteration 66Q: 3 clusters Score -9239505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -9239506.000000 Penalty: 3733.039062
	Iteration 67Q: 3 clusters Score -9239506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -9239509.000000 Penalty: 3733.039062
	Iteration 68Q: 3 clusters Score -9239509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 96813 members 
Entering Unmasked Estep 
Score: -9239512.000000 Penalty: 3733.039062
	Iteration 69Q: 3 clusters Score -9239512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -9239516.000000 Penalty: 3733.039062
	Iteration 70Q: 3 clusters Score -9239516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -9239519.000000 Penalty: 3733.039062
	Iteration 71Q: 3 clusters Score -9239519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -9239517.000000 Penalty: 3733.039062
	Iteration 72Q: 3 clusters Score -9239517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -9239517.000000 Penalty: 3733.039062
	Iteration 73Q: 3 clusters Score -9239517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -9239515.000000 Penalty: 3733.039062
	Iteration 74Q: 3 clusters Score -9239515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -9239515.000000 Penalty: 3733.039062
	Iteration 75F: 3 clusters Score -9239515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -15863.124023 Penalty: 887.872681
	Iteration 0F: 2 clusters Score -15863.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15197.857422 Penalty: 1775.745361
	Iteration 0F: 3 clusters Score -15197.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15369.039062 Penalty: 1775.745361
	Iteration 1F: 3 clusters Score -15369.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15474.484375 Penalty: 1775.745361
	Iteration 2F: 3 clusters Score -15474.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15504.936523 Penalty: 1775.745361
	Iteration 3Q: 3 clusters Score -15504.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15504.936523 Penalty: 1775.745361
	Iteration 4F: 3 clusters Score -15504.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (181557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181557 members 
Entering Unmasked Estep 
Score: -16924590.000000 Penalty: 1967.765381
	Iteration 0F: 2 clusters Score -1.692459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -16805016.000000 Penalty: 3935.530762
	Iteration 0F: 3 clusters Score -1.680502e+07 nChanged 87790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -16859372.000000 Penalty: 3935.530762
	Iteration 1F: 3 clusters Score -1.685937e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -16864678.000000 Penalty: 3935.530762
	Iteration 2F: 3 clusters Score -1.686468e+07 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 129754 members 
Entering Unmasked Estep 
Score: -16874828.000000 Penalty: 3935.530762
	Iteration 3F: 3 clusters Score -1.687483e+07 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -16889316.000000 Penalty: 3935.530762
	Iteration 4F: 3 clusters Score -1.688932e+07 nChanged 14622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 157938 members 
Entering Unmasked Estep 
Score: -16906136.000000 Penalty: 3935.530762
	Iteration 5F: 3 clusters Score -1.690614e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -16916728.000000 Penalty: 3935.530762
	Iteration 6F: 3 clusters Score -1.691673e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 170923 members 
Entering Unmasked Estep 
Score: -16921276.000000 Penalty: 3935.530762
	Iteration 7Q: 3 clusters Score -1.692128e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 173312 members 
Entering Unmasked Estep 
Score: -16922792.000000 Penalty: 3935.530762
	Iteration 8Q: 3 clusters Score -1.692279e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 174927 members 
Entering Unmasked Estep 
Score: -16923376.000000 Penalty: 3935.530762
	Iteration 9Q: 3 clusters Score -1.692338e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -16923572.000000 Penalty: 3935.530762
	Iteration 10Q: 3 clusters Score -1.692357e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 177065 members 
Entering Unmasked Estep 
Score: -16923602.000000 Penalty: 3935.530762
	Iteration 11Q: 3 clusters Score -1.69236e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -16923624.000000 Penalty: 3935.530762
	Iteration 12Q: 3 clusters Score -1.692362e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 178369 members 
Entering Unmasked Estep 
Score: -16923678.000000 Penalty: 3935.530762
	Iteration 13Q: 3 clusters Score -1.692368e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 178835 members 
Entering Unmasked Estep 
Score: -16923598.000000 Penalty: 3935.530762
	Iteration 14Q: 3 clusters Score -1.69236e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -16923598.000000 Penalty: 3935.530762
	Iteration 15Q: 3 clusters Score -1.69236e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 179529 members 
Entering Unmasked Estep 
Score: -16923506.000000 Penalty: 3935.530762
	Iteration 16Q: 3 clusters Score -1.692351e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 179789 members 
Entering Unmasked Estep 
Score: -16923476.000000 Penalty: 3935.530762
	Iteration 17Q: 3 clusters Score -1.692348e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 180017 members 
Entering Unmasked Estep 
Score: -16923468.000000 Penalty: 3935.530762
	Iteration 18Q: 3 clusters Score -1.692347e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 180187 members 
Entering Unmasked Estep 
Score: -16923462.000000 Penalty: 3935.530762
	Iteration 19Q: 3 clusters Score -1.692346e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 180329 members 
Entering Unmasked Estep 
Score: -16923432.000000 Penalty: 3935.530762
	Iteration 20F: 3 clusters Score -1.692343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 180444 members 
Entering Unmasked Estep 
Score: -16923396.000000 Penalty: 3935.530762
	Iteration 21Q: 3 clusters Score -1.69234e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 180525 members 
Entering Unmasked Estep 
Score: -16923366.000000 Penalty: 3935.530762
	Iteration 22Q: 3 clusters Score -1.692337e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 180592 members 
Entering Unmasked Estep 
Score: -16923350.000000 Penalty: 3935.530762
	Iteration 23Q: 3 clusters Score -1.692335e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -16923348.000000 Penalty: 3935.530762
	Iteration 24Q: 3 clusters Score -1.692335e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 180680 members 
Entering Unmasked Estep 
Score: -16923360.000000 Penalty: 3935.530762
	Iteration 25Q: 3 clusters Score -1.692336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 180716 members 
Entering Unmasked Estep 
Score: -16923350.000000 Penalty: 3935.530762
	Iteration 26Q: 3 clusters Score -1.692335e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 180753 members 
Entering Unmasked Estep 
Score: -16923336.000000 Penalty: 3935.530762
	Iteration 27Q: 3 clusters Score -1.692334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 180787 members 
Entering Unmasked Estep 
Score: -16923340.000000 Penalty: 3935.530762
	Iteration 28Q: 3 clusters Score -1.692334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 180808 members 
Entering Unmasked Estep 
Score: -16923332.000000 Penalty: 3935.530762
	Iteration 29Q: 3 clusters Score -1.692333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 180827 members 
Entering Unmasked Estep 
Score: -16923318.000000 Penalty: 3935.530762
	Iteration 30Q: 3 clusters Score -1.692332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 180838 members 
Entering Unmasked Estep 
Score: -16923310.000000 Penalty: 3935.530762
	Iteration 31Q: 3 clusters Score -1.692331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 180846 members 
Entering Unmasked Estep 
Score: -16923306.000000 Penalty: 3935.530762
	Iteration 32Q: 3 clusters Score -1.692331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 180853 members 
Entering Unmasked Estep 
Score: -16923324.000000 Penalty: 3935.530762
	Iteration 33Q: 3 clusters Score -1.692332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 180857 members 
Entering Unmasked Estep 
Score: -16923320.000000 Penalty: 3935.530762
	Iteration 34Q: 3 clusters Score -1.692332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 180863 members 
Entering Unmasked Estep 
Score: -16923310.000000 Penalty: 3935.530762
	Iteration 35Q: 3 clusters Score -1.692331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 180868 members 
Entering Unmasked Estep 
Score: -16923290.000000 Penalty: 3935.530762
	Iteration 36Q: 3 clusters Score -1.692329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 180872 members 
Entering Unmasked Estep 
Score: -16923294.000000 Penalty: 3935.530762
	Iteration 37Q: 3 clusters Score -1.692329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 180875 members 
Entering Unmasked Estep 
Score: -16923300.000000 Penalty: 3935.530762
	Iteration 38Q: 3 clusters Score -1.69233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 180879 members 
Entering Unmasked Estep 
Score: -16923298.000000 Penalty: 3935.530762
	Iteration 39Q: 3 clusters Score -1.69233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 180882 members 
Entering Unmasked Estep 
Score: -16923298.000000 Penalty: 3935.530762
	Iteration 40F: 3 clusters Score -1.69233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 180886 members 
Entering Unmasked Estep 
Score: -16923298.000000 Penalty: 3935.530762
	Iteration 41Q: 3 clusters Score -1.69233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 180889 members 
Entering Unmasked Estep 
Score: -16923302.000000 Penalty: 3935.530762
	Iteration 42Q: 3 clusters Score -1.69233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 180891 members 
Entering Unmasked Estep 
Score: -16923312.000000 Penalty: 3935.530762
	Iteration 43Q: 3 clusters Score -1.692331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 180894 members 
Entering Unmasked Estep 
Score: -16923296.000000 Penalty: 3935.530762
	Iteration 44Q: 3 clusters Score -1.69233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 180896 members 
Entering Unmasked Estep 
Score: -16923298.000000 Penalty: 3935.530762
	Iteration 45Q: 3 clusters Score -1.69233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 180900 members 
Entering Unmasked Estep 
Score: -16923294.000000 Penalty: 3935.530762
	Iteration 46Q: 3 clusters Score -1.692329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 180905 members 
Entering Unmasked Estep 
Score: -16923288.000000 Penalty: 3935.530762
	Iteration 47Q: 3 clusters Score -1.692329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 180911 members 
Entering Unmasked Estep 
Score: -16923296.000000 Penalty: 3935.530762
	Iteration 48Q: 3 clusters Score -1.69233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 180914 members 
Entering Unmasked Estep 
Score: -16923304.000000 Penalty: 3935.530762
	Iteration 49Q: 3 clusters Score -1.69233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 180919 members 
Entering Unmasked Estep 
Score: -16923302.000000 Penalty: 3935.530762
	Iteration 50Q: 3 clusters Score -1.69233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 180923 members 
Entering Unmasked Estep 
Score: -16923298.000000 Penalty: 3935.530762
	Iteration 51Q: 3 clusters Score -1.69233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 180927 members 
Entering Unmasked Estep 
Score: -16923296.000000 Penalty: 3935.530762
	Iteration 52Q: 3 clusters Score -1.69233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 180930 members 
Entering Unmasked Estep 
Score: -16923288.000000 Penalty: 3935.530762
	Iteration 53Q: 3 clusters Score -1.692329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 180934 members 
Entering Unmasked Estep 
Score: -16923286.000000 Penalty: 3935.530762
	Iteration 54Q: 3 clusters Score -1.692329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 180936 members 
Entering Unmasked Estep 
Score: -16923292.000000 Penalty: 3935.530762
	Iteration 55Q: 3 clusters Score -1.692329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -16923308.000000 Penalty: 3935.530762
	Iteration 56Q: 3 clusters Score -1.692331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 180939 members 
Entering Unmasked Estep 
Score: -16923310.000000 Penalty: 3935.530762
	Iteration 57Q: 3 clusters Score -1.692331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 180943 members 
Entering Unmasked Estep 
Score: -16923312.000000 Penalty: 3935.530762
	Iteration 58Q: 3 clusters Score -1.692331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 180947 members 
Entering Unmasked Estep 
Score: -16923308.000000 Penalty: 3935.530762
	Iteration 59Q: 3 clusters Score -1.692331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 180953 members 
Entering Unmasked Estep 
Score: -16923306.000000 Penalty: 3935.530762
	Iteration 60F: 3 clusters Score -1.692331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 180955 members 
Entering Unmasked Estep 
Score: -16923312.000000 Penalty: 3935.530762
	Iteration 61Q: 3 clusters Score -1.692331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 180955 members 
Entering Unmasked Estep 
Score: -16923302.000000 Penalty: 3935.530762
	Iteration 62Q: 3 clusters Score -1.69233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 180956 members 
Entering Unmasked Estep 
Score: -16923298.000000 Penalty: 3935.530762
	Iteration 63Q: 3 clusters Score -1.69233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -16923312.000000 Penalty: 3935.530762
	Iteration 64Q: 3 clusters Score -1.692331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -16923312.000000 Penalty: 3935.530762
	Iteration 65F: 3 clusters Score -1.692331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Entering Unmasked Estep 
Score: -4696548.000000 Penalty: 1756.570923
	Iteration 0F: 2 clusters Score -4696548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -4663464.000000 Penalty: 3513.141846
	Iteration 0F: 3 clusters Score -4663464 nChanged 23169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4676414.000000 Penalty: 3513.141846
	Iteration 1F: 3 clusters Score -4676414 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4676936.000000 Penalty: 3513.141846
	Iteration 2Q: 3 clusters Score -4676936 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4677484.500000 Penalty: 3513.141846
	Iteration 3Q: 3 clusters Score -4677484 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4678035.500000 Penalty: 3513.141846
	Iteration 4Q: 3 clusters Score -4678036 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -4678827.000000 Penalty: 3513.141846
	Iteration 5Q: 3 clusters Score -4678827 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4680097.000000 Penalty: 3513.141846
	Iteration 6Q: 3 clusters Score -4680097 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4681922.000000 Penalty: 3513.141846
	Iteration 7F: 3 clusters Score -4681922 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4684375.000000 Penalty: 3513.141846
	Iteration 8F: 3 clusters Score -4684375 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4687263.000000 Penalty: 3513.141846
	Iteration 9F: 3 clusters Score -4687263 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -4690029.500000 Penalty: 3513.141846
	Iteration 10F: 3 clusters Score -4690030 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -4692058.500000 Penalty: 3513.141846
	Iteration 11Q: 3 clusters Score -4692058 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -4693220.000000 Penalty: 3513.141846
	Iteration 12Q: 3 clusters Score -4693220 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -4693940.000000 Penalty: 3513.141846
	Iteration 13Q: 3 clusters Score -4693940 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -4694349.000000 Penalty: 3513.141846
	Iteration 14Q: 3 clusters Score -4694349 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -4694587.000000 Penalty: 3513.141846
	Iteration 15Q: 3 clusters Score -4694587 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -4694756.500000 Penalty: 3513.141846
	Iteration 16Q: 3 clusters Score -4694756 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -4694862.000000 Penalty: 3513.141846
	Iteration 17Q: 3 clusters Score -4694862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -4694949.000000 Penalty: 3513.141846
	Iteration 18Q: 3 clusters Score -4694949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -4695005.500000 Penalty: 3513.141846
	Iteration 19Q: 3 clusters Score -4695006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -4695038.000000 Penalty: 3513.141846
	Iteration 20F: 3 clusters Score -4695038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -4695081.500000 Penalty: 3513.141846
	Iteration 21Q: 3 clusters Score -4695082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -4695099.000000 Penalty: 3513.141846
	Iteration 22Q: 3 clusters Score -4695099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -4695118.500000 Penalty: 3513.141846
	Iteration 23Q: 3 clusters Score -4695118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -4695126.500000 Penalty: 3513.141846
	Iteration 24Q: 3 clusters Score -4695126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -4695128.000000 Penalty: 3513.141846
	Iteration 25Q: 3 clusters Score -4695128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -4695131.500000 Penalty: 3513.141846
	Iteration 26Q: 3 clusters Score -4695132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -4695135.500000 Penalty: 3513.141846
	Iteration 27Q: 3 clusters Score -4695136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -4695134.500000 Penalty: 3513.141846
	Iteration 28Q: 3 clusters Score -4695134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -4695136.000000 Penalty: 3513.141846
	Iteration 29Q: 3 clusters Score -4695136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -4695136.000000 Penalty: 3513.141846
	Iteration 30Q: 3 clusters Score -4695136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -4695137.500000 Penalty: 3513.141846
	Iteration 31Q: 3 clusters Score -4695138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -4695141.000000 Penalty: 3513.141846
	Iteration 32Q: 3 clusters Score -4695141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -4695139.000000 Penalty: 3513.141846
	Iteration 33Q: 3 clusters Score -4695139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -4695140.500000 Penalty: 3513.141846
	Iteration 34Q: 3 clusters Score -4695140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -4695137.000000 Penalty: 3513.141846
	Iteration 35Q: 3 clusters Score -4695137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -4695140.000000 Penalty: 3513.141846
	Iteration 36Q: 3 clusters Score -4695140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -4695141.000000 Penalty: 3513.141846
	Iteration 37Q: 3 clusters Score -4695141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -4695141.000000 Penalty: 3513.141846
	Iteration 38F: 3 clusters Score -4695141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178172 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 39619 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 11 contains 3730 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54685 members 
Mstep: Class 16 contains 66028 members 
Mstep: Class 17 contains 25764 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 97370 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181557 members 
Mstep: Class 23 contains 49497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462100.000000 Penalty: 43859.843750
Iteration 239Q: 21 clusters Score -6.64621e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178157 members 
Mstep: Class 7 contains 4780 members 
Mstep: Class 8 contains 39611 members 
Mstep: Class 9 contains 4778 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54681 members 
Mstep: Class 16 contains 66014 members 
Mstep: Class 17 contains 25832 members 
Mstep: Class 18 contains 6691 members 
Mstep: Class 19 contains 97347 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181541 members 
Mstep: Class 23 contains 49474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462008.000000 Penalty: 43859.843750
Iteration 240F: 21 clusters Score -6.646201e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178141 members 
Mstep: Class 7 contains 4794 members 
Mstep: Class 8 contains 39608 members 
Mstep: Class 9 contains 4868 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54670 members 
Mstep: Class 16 contains 66005 members 
Mstep: Class 17 contains 25888 members 
Mstep: Class 18 contains 6663 members 
Mstep: Class 19 contains 97326 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181514 members 
Mstep: Class 23 contains 49444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66461980.000000 Penalty: 43859.843750
Iteration 241Q: 21 clusters Score -6.646198e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178121 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 39600 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54668 members 
Mstep: Class 16 contains 65999 members 
Mstep: Class 17 contains 25944 members 
Mstep: Class 18 contains 6641 members 
Mstep: Class 19 contains 97307 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181490 members 
Mstep: Class 23 contains 49416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462008.000000 Penalty: 43859.843750
Iteration 242Q: 21 clusters Score -6.646201e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178080 members 
Mstep: Class 7 contains 4821 members 
Mstep: Class 8 contains 39597 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 11 contains 3667 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54665 members 
Mstep: Class 16 contains 65986 members 
Mstep: Class 17 contains 25994 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 97298 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181490 members 
Mstep: Class 23 contains 49385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462084.000000 Penalty: 43859.843750
Iteration 243Q: 21 clusters Score -6.646208e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178069 members 
Mstep: Class 7 contains 4834 members 
Mstep: Class 8 contains 39586 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54667 members 
Mstep: Class 16 contains 65978 members 
Mstep: Class 17 contains 26046 members 
Mstep: Class 18 contains 6598 members 
Mstep: Class 19 contains 97282 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181461 members 
Mstep: Class 23 contains 49370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462132.000000 Penalty: 43859.843750
Iteration 244Q: 21 clusters Score -6.646213e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178058 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 39575 members 
Mstep: Class 9 contains 5108 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54662 members 
Mstep: Class 16 contains 65973 members 
Mstep: Class 17 contains 26102 members 
Mstep: Class 18 contains 6572 members 
Mstep: Class 19 contains 97277 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181441 members 
Mstep: Class 23 contains 49355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462192.000000 Penalty: 43859.843750
Iteration 245Q: 21 clusters Score -6.646219e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178050 members 
Mstep: Class 7 contains 4859 members 
Mstep: Class 8 contains 39561 members 
Mstep: Class 9 contains 5137 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54662 members 
Mstep: Class 16 contains 65978 members 
Mstep: Class 17 contains 26152 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 97276 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181418 members 
Mstep: Class 23 contains 49340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462184.000000 Penalty: 43859.843750
Iteration 246Q: 21 clusters Score -6.646218e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178040 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 8 contains 39554 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 11 contains 3641 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54661 members 
Mstep: Class 16 contains 65974 members 
Mstep: Class 17 contains 26205 members 
Mstep: Class 18 contains 6514 members 
Mstep: Class 19 contains 97271 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181403 members 
Mstep: Class 23 contains 49329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462216.000000 Penalty: 43859.843750
Iteration 247Q: 21 clusters Score -6.646222e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178042 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 39548 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 11 contains 3637 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 15 contains 54658 members 
Mstep: Class 16 contains 65974 members 
Mstep: Class 17 contains 26259 members 
Mstep: Class 18 contains 6481 members 
Mstep: Class 19 contains 97270 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181381 members 
Mstep: Class 23 contains 49313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462176.000000 Penalty: 43859.843750
Iteration 248Q: 21 clusters Score -6.646218e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178021 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 39538 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54659 members 
Mstep: Class 16 contains 65973 members 
Mstep: Class 17 contains 26319 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 97270 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181377 members 
Mstep: Class 23 contains 49301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462108.000000 Penalty: 43859.843750
Iteration 249Q: 21 clusters Score -6.646211e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178012 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 39532 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54659 members 
Mstep: Class 16 contains 65976 members 
Mstep: Class 17 contains 26368 members 
Mstep: Class 18 contains 6419 members 
Mstep: Class 19 contains 97267 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181355 members 
Mstep: Class 23 contains 49294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462120.000000 Penalty: 43859.843750
Iteration 250Q: 21 clusters Score -6.646212e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178013 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 39529 members 
Mstep: Class 9 contains 5217 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54653 members 
Mstep: Class 16 contains 65973 members 
Mstep: Class 17 contains 26399 members 
Mstep: Class 18 contains 6399 members 
Mstep: Class 19 contains 97266 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181353 members 
Mstep: Class 23 contains 49284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462136.000000 Penalty: 43859.843750
Iteration 251Q: 21 clusters Score -6.646214e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178008 members 
Mstep: Class 7 contains 4916 members 
Mstep: Class 8 contains 39529 members 
Mstep: Class 9 contains 5215 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54658 members 
Mstep: Class 16 contains 65967 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 97272 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181350 members 
Mstep: Class 23 contains 49270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462092.000000 Penalty: 43859.843750
Iteration 252Q: 21 clusters Score -6.646209e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178002 members 
Mstep: Class 7 contains 4930 members 
Mstep: Class 8 contains 39530 members 
Mstep: Class 9 contains 5213 members 
Mstep: Class 11 contains 3636 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54660 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 26455 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 97279 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181338 members 
Mstep: Class 23 contains 49264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462072.000000 Penalty: 43859.843750
Iteration 253Q: 21 clusters Score -6.646207e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178002 members 
Mstep: Class 7 contains 4943 members 
Mstep: Class 8 contains 39531 members 
Mstep: Class 9 contains 5217 members 
Mstep: Class 11 contains 3638 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54659 members 
Mstep: Class 16 contains 65954 members 
Mstep: Class 17 contains 26475 members 
Mstep: Class 18 contains 6347 members 
Mstep: Class 19 contains 97279 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181327 members 
Mstep: Class 23 contains 49255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462096.000000 Penalty: 43859.843750
Iteration 254Q: 21 clusters Score -6.64621e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177983 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 39531 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 11 contains 3638 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54657 members 
Mstep: Class 16 contains 65949 members 
Mstep: Class 17 contains 26498 members 
Mstep: Class 18 contains 6337 members 
Mstep: Class 19 contains 97275 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181318 members 
Mstep: Class 23 contains 49250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462204.000000 Penalty: 43859.843750
Iteration 255Q: 21 clusters Score -6.64622e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177968 members 
Mstep: Class 7 contains 4984 members 
Mstep: Class 8 contains 39524 members 
Mstep: Class 9 contains 5241 members 
Mstep: Class 11 contains 3637 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54656 members 
Mstep: Class 16 contains 65944 members 
Mstep: Class 17 contains 26517 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 97270 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181313 members 
Mstep: Class 23 contains 49243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462208.000000 Penalty: 43859.843750
Iteration 256Q: 21 clusters Score -6.646221e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177945 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 8 contains 39522 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54659 members 
Mstep: Class 16 contains 65936 members 
Mstep: Class 17 contains 26532 members 
Mstep: Class 18 contains 6325 members 
Mstep: Class 19 contains 97266 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181316 members 
Mstep: Class 23 contains 49234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462260.000000 Penalty: 43859.843750
Iteration 257Q: 21 clusters Score -6.646226e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177938 members 
Mstep: Class 7 contains 5017 members 
Mstep: Class 8 contains 39518 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 11 contains 3632 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54657 members 
Mstep: Class 16 contains 65932 members 
Mstep: Class 17 contains 26552 members 
Mstep: Class 18 contains 6313 members 
Mstep: Class 19 contains 97262 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181313 members 
Mstep: Class 23 contains 49222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462300.000000 Penalty: 43859.843750
Iteration 258Q: 21 clusters Score -6.64623e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177923 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 39512 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 11 contains 3629 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54657 members 
Mstep: Class 16 contains 65919 members 
Mstep: Class 17 contains 26575 members 
Mstep: Class 18 contains 6301 members 
Mstep: Class 19 contains 97257 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181309 members 
Mstep: Class 23 contains 49215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462300.000000 Penalty: 43859.843750
Iteration 259Q: 21 clusters Score -6.64623e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177895 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 39507 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54662 members 
Mstep: Class 16 contains 65917 members 
Mstep: Class 17 contains 26593 members 
Mstep: Class 18 contains 6295 members 
Mstep: Class 19 contains 97248 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181315 members 
Mstep: Class 23 contains 49207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462272.000000 Penalty: 43859.843750
Iteration 260F: 21 clusters Score -6.646227e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177895 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 39507 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 15 contains 54665 members 
Mstep: Class 16 contains 65914 members 
Mstep: Class 17 contains 26608 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 97238 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181304 members 
Mstep: Class 23 contains 49197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462256.000000 Penalty: 43859.843750
Iteration 261Q: 21 clusters Score -6.646226e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177909 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 39500 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54664 members 
Mstep: Class 16 contains 65909 members 
Mstep: Class 17 contains 26624 members 
Mstep: Class 18 contains 6284 members 
Mstep: Class 19 contains 97226 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181302 members 
Mstep: Class 23 contains 49189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462280.000000 Penalty: 43859.843750
Iteration 262Q: 21 clusters Score -6.646228e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177899 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 39494 members 
Mstep: Class 9 contains 5309 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9161 members 
Mstep: Class 15 contains 54667 members 
Mstep: Class 16 contains 65906 members 
Mstep: Class 17 contains 26636 members 
Mstep: Class 18 contains 6279 members 
Mstep: Class 19 contains 97220 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181312 members 
Mstep: Class 23 contains 49177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462272.000000 Penalty: 43859.843750
Iteration 263Q: 21 clusters Score -6.646227e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177895 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 39493 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 11 contains 3613 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54668 members 
Mstep: Class 16 contains 65897 members 
Mstep: Class 17 contains 26647 members 
Mstep: Class 18 contains 6276 members 
Mstep: Class 19 contains 97218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181325 members 
Mstep: Class 23 contains 49168 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 21 clusters Score -6.646228e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177897 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 39491 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 11 contains 3610 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 15 contains 54669 members 
Mstep: Class 16 contains 65890 members 
Mstep: Class 17 contains 26658 members 
Mstep: Class 18 contains 6272 members 
Mstep: Class 19 contains 97216 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181334 members 
Mstep: Class 23 contains 49156 members 
Entering Unmasked Estep 
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Iteration 265Q: 21 clusters Score -6.64623e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177910 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 39487 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 11 contains 3607 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54673 members 
Mstep: Class 16 contains 65887 members 
Mstep: Class 17 contains 26663 members 
Mstep: Class 18 contains 6266 members 
Mstep: Class 19 contains 97205 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181341 members 
Mstep: Class 23 contains 49147 members 
Entering Unmasked Estep 
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Iteration 266Q: 21 clusters Score -6.646228e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177906 members 
Mstep: Class 7 contains 5149 members 
Mstep: Class 8 contains 39487 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54675 members 
Mstep: Class 16 contains 65882 members 
Mstep: Class 17 contains 26668 members 
Mstep: Class 18 contains 6262 members 
Mstep: Class 19 contains 97204 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181352 members 
Mstep: Class 23 contains 49136 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 21 clusters Score -6.646234e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177915 members 
Mstep: Class 7 contains 5157 members 
Mstep: Class 8 contains 39482 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54679 members 
Mstep: Class 16 contains 65875 members 
Mstep: Class 17 contains 26675 members 
Mstep: Class 18 contains 6256 members 
Mstep: Class 19 contains 97198 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181357 members 
Mstep: Class 23 contains 49126 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 268Q: 21 clusters Score -6.646234e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177923 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 39479 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 11 contains 3603 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54682 members 
Mstep: Class 16 contains 65866 members 
Mstep: Class 17 contains 26686 members 
Mstep: Class 18 contains 6249 members 
Mstep: Class 19 contains 97191 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181361 members 
Mstep: Class 23 contains 49120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462300.000000 Penalty: 43859.843750
Iteration 269Q: 21 clusters Score -6.64623e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177929 members 
Mstep: Class 7 contains 5172 members 
Mstep: Class 8 contains 39474 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 11 contains 3603 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54684 members 
Mstep: Class 16 contains 65869 members 
Mstep: Class 17 contains 26695 members 
Mstep: Class 18 contains 6243 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181364 members 
Mstep: Class 23 contains 49112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462348.000000 Penalty: 43859.843750
Iteration 270Q: 21 clusters Score -6.646235e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177943 members 
Mstep: Class 7 contains 5178 members 
Mstep: Class 8 contains 39474 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 11 contains 3602 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54685 members 
Mstep: Class 16 contains 65863 members 
Mstep: Class 17 contains 26703 members 
Mstep: Class 18 contains 6238 members 
Mstep: Class 19 contains 97177 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181362 members 
Mstep: Class 23 contains 49104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462288.000000 Penalty: 43859.843750
Iteration 271Q: 21 clusters Score -6.646229e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177957 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 39471 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 11 contains 3602 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54688 members 
Mstep: Class 16 contains 65858 members 
Mstep: Class 17 contains 26709 members 
Mstep: Class 18 contains 6233 members 
Mstep: Class 19 contains 97169 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181357 members 
Mstep: Class 23 contains 49098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462252.000000 Penalty: 43859.843750
Iteration 272Q: 21 clusters Score -6.646225e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177964 members 
Mstep: Class 7 contains 5200 members 
Mstep: Class 8 contains 39467 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 11 contains 3602 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54692 members 
Mstep: Class 16 contains 65858 members 
Mstep: Class 17 contains 26714 members 
Mstep: Class 18 contains 6230 members 
Mstep: Class 19 contains 97164 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181345 members 
Mstep: Class 23 contains 49096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462292.000000 Penalty: 43859.843750
Iteration 273Q: 21 clusters Score -6.646229e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177969 members 
Mstep: Class 7 contains 5210 members 
Mstep: Class 8 contains 39465 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 11 contains 3602 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54694 members 
Mstep: Class 16 contains 65858 members 
Mstep: Class 17 contains 26716 members 
Mstep: Class 18 contains 6228 members 
Mstep: Class 19 contains 97158 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181345 members 
Mstep: Class 23 contains 49093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462224.000000 Penalty: 43859.843750
Iteration 274Q: 21 clusters Score -6.646222e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177967 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 39464 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3600 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54696 members 
Mstep: Class 16 contains 65854 members 
Mstep: Class 17 contains 26721 members 
Mstep: Class 18 contains 6223 members 
Mstep: Class 19 contains 97149 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181352 members 
Mstep: Class 23 contains 49088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462264.000000 Penalty: 43859.843750
Iteration 275Q: 21 clusters Score -6.646226e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177966 members 
Mstep: Class 7 contains 5231 members 
Mstep: Class 8 contains 39462 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54699 members 
Mstep: Class 16 contains 65850 members 
Mstep: Class 17 contains 26725 members 
Mstep: Class 18 contains 6220 members 
Mstep: Class 19 contains 97141 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181365 members 
Mstep: Class 23 contains 49082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462268.000000 Penalty: 43859.843750
Iteration 276Q: 21 clusters Score -6.646227e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177955 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 39459 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54701 members 
Mstep: Class 16 contains 65852 members 
Mstep: Class 17 contains 26729 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 97134 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181375 members 
Mstep: Class 23 contains 49078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462264.000000 Penalty: 43859.843750
Iteration 277Q: 21 clusters Score -6.646226e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177940 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 39460 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54701 members 
Mstep: Class 16 contains 65852 members 
Mstep: Class 17 contains 26730 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 97131 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181384 members 
Mstep: Class 23 contains 49077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462280.000000 Penalty: 43859.843750
Iteration 278Q: 21 clusters Score -6.646228e+07 nChanged 54
Entering ConstructFrom: 
Score: -66462280.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -20944.220703 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -20944.22 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 225 members 
Entering Unmasked Estep 
Score: -20144.890625 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -20144.89 nChanged 137
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: -20453.558594 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -20453.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20570.365234 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -20570.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20640.755859 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -20640.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20707.400391 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -20707.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20733.228516 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -20733.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20796.435547 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -20796.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20813.626953 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -20813.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20816.500000 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -20816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20820.732422 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -20820.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20827.470703 Penalty: 1989.096680
	Iteration 10Q: 3 clusters Score -20827.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20834.539062 Penalty: 1989.096680
	Iteration 11Q: 3 clusters Score -20834.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20840.126953 Penalty: 1989.096680
	Iteration 12Q: 3 clusters Score -20840.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20841.101562 Penalty: 1989.096680
	Iteration 13Q: 3 clusters Score -20841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20841.101562 Penalty: 1989.096680
	Iteration 14F: 3 clusters Score -20841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -36655.289062 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -36655.29 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 260 members 
Entering Unmasked Estep 
Score: -35718.457031 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -35718.46 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35990.476562 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -35990.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36075.406250 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -36075.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36119.503906 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -36119.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36154.894531 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -36154.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36215.523438 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -36215.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36246.562500 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -36246.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36254.847656 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -36254.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36258.667969 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -36258.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36268.027344 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -36268.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36269.949219 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -36269.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36271.300781 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -36271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36273.000000 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -36273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36273.000000 Penalty: 2019.096924
	Iteration 13F: 3 clusters Score -36273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -99806.132812 Penalty: 1149.818970
	Iteration 0F: 2 clusters Score -99806.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -98292.632812 Penalty: 2299.637939
	Iteration 0F: 3 clusters Score -98292.63 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98613.234375 Penalty: 2299.637939
	Iteration 1F: 3 clusters Score -98613.23 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98743.281250 Penalty: 2299.637939
	Iteration 2F: 3 clusters Score -98743.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -98853.226562 Penalty: 2299.637939
	Iteration 3F: 3 clusters Score -98853.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99037.531250 Penalty: 2299.637939
	Iteration 4F: 3 clusters Score -99037.53 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -99315.617188 Penalty: 2299.637939
	Iteration 5F: 3 clusters Score -99315.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99509.382812 Penalty: 2299.637939
	Iteration 6F: 3 clusters Score -99509.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99674.914062 Penalty: 2299.637939
	Iteration 7F: 3 clusters Score -99674.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99775.468750 Penalty: 2299.637939
	Iteration 8Q: 3 clusters Score -99775.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99812.859375 Penalty: 2299.637939
	Iteration 9Q: 3 clusters Score -99812.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -99859.312500 Penalty: 2299.637939
	Iteration 10Q: 3 clusters Score -99859.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99879.585938 Penalty: 2299.637939
	Iteration 11Q: 3 clusters Score -99879.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99887.687500 Penalty: 2299.637939
	Iteration 12Q: 3 clusters Score -99887.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99890.132812 Penalty: 2299.637939
	Iteration 13Q: 3 clusters Score -99890.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99890.132812 Penalty: 2299.637939
	Iteration 14F: 3 clusters Score -99890.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177936 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54702 members 
Mstep: Class 16 contains 65853 members 
Mstep: Class 17 contains 26736 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 97130 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181381 members 
Mstep: Class 23 contains 49075 members 
Entering Unmasked Estep 
Score: -66461356.000000 Penalty: 46052.835938
Splitting cluster 3 changes total score from -66462280.000000 to -66461356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -60353.496094 Penalty: 1081.926758
	Iteration 0F: 2 clusters Score -60353.5 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 381 members 
Entering Unmasked Estep 
Score: -59117.917969 Penalty: 2163.853516
	Iteration 0F: 3 clusters Score -59117.92 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59436.691406 Penalty: 2163.853516
	Iteration 1F: 3 clusters Score -59436.69 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59619.402344 Penalty: 2163.853516
	Iteration 2F: 3 clusters Score -59619.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -59782.492188 Penalty: 2163.853516
	Iteration 3F: 3 clusters Score -59782.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -59874.652344 Penalty: 2163.853516
	Iteration 4F: 3 clusters Score -59874.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59935.343750 Penalty: 2163.853516
	Iteration 5Q: 3 clusters Score -59935.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -59951.824219 Penalty: 2163.853516
	Iteration 6Q: 3 clusters Score -59951.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -59961.203125 Penalty: 2163.853516
	Iteration 7Q: 3 clusters Score -59961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59965.703125 Penalty: 2163.853516
	Iteration 8Q: 3 clusters Score -59965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -59976.507812 Penalty: 2163.853516
	Iteration 9Q: 3 clusters Score -59976.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59979.199219 Penalty: 2163.853516
	Iteration 10Q: 3 clusters Score -59979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59979.199219 Penalty: 2163.853516
	Iteration 11F: 3 clusters Score -59979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -35859.835938 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -35859.84 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: -34860.542969 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -34860.54 nChanged 127
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: -35060.406250 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -35060.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35122.277344 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -35122.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35167.085938 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -35167.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35288.011719 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -35288.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35370.039062 Penalty: 2006.480469
	Iteration 5F: 3 clusters Score -35370.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35487.308594 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -35487.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35527.953125 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -35527.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35537.488281 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -35537.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35556.929688 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -35556.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35566.078125 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -35566.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35569.722656 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -35569.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35572.378906 Penalty: 2006.480469
	Iteration 12Q: 3 clusters Score -35572.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35572.378906 Penalty: 2006.480469
	Iteration 13F: 3 clusters Score -35572.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (177936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177936 members 
Entering Unmasked Estep 
Score: -16633695.000000 Penalty: 1964.491577
	Iteration 0F: 2 clusters Score -1.66337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -16517781.000000 Penalty: 3928.983154
	Iteration 0F: 3 clusters Score -1.651778e+07 nChanged 86104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -16569876.000000 Penalty: 3928.983154
	Iteration 1F: 3 clusters Score -1.656988e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -16571888.000000 Penalty: 3928.983154
	Iteration 2Q: 3 clusters Score -1.657189e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -16575025.000000 Penalty: 3928.983154
	Iteration 3Q: 3 clusters Score -1.657502e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -16580195.000000 Penalty: 3928.983154
	Iteration 4F: 3 clusters Score -1.65802e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -16587485.000000 Penalty: 3928.983154
	Iteration 5F: 3 clusters Score -1.658748e+07 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -16596831.000000 Penalty: 3928.983154
	Iteration 6F: 3 clusters Score -1.659683e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -16605227.000000 Penalty: 3928.983154
	Iteration 7F: 3 clusters Score -1.660523e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -16609614.000000 Penalty: 3928.983154
	Iteration 8F: 3 clusters Score -1.660961e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -16611270.000000 Penalty: 3928.983154
	Iteration 9Q: 3 clusters Score -1.661127e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 81666 members 
Entering Unmasked Estep 
Score: -16611837.000000 Penalty: 3928.983154
	Iteration 10Q: 3 clusters Score -1.661184e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -16612273.000000 Penalty: 3928.983154
	Iteration 11Q: 3 clusters Score -1.661227e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -16612636.000000 Penalty: 3928.983154
	Iteration 12Q: 3 clusters Score -1.661264e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -16613052.000000 Penalty: 3928.983154
	Iteration 13Q: 3 clusters Score -1.661305e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -16613469.000000 Penalty: 3928.983154
	Iteration 14Q: 3 clusters Score -1.661347e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -16613760.000000 Penalty: 3928.983154
	Iteration 15Q: 3 clusters Score -1.661376e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -16614107.000000 Penalty: 3928.983154
	Iteration 16Q: 3 clusters Score -1.661411e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -16614368.000000 Penalty: 3928.983154
	Iteration 17Q: 3 clusters Score -1.661437e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -16614612.000000 Penalty: 3928.983154
	Iteration 18Q: 3 clusters Score -1.661461e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -16614914.000000 Penalty: 3928.983154
	Iteration 19Q: 3 clusters Score -1.661491e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -16615158.000000 Penalty: 3928.983154
	Iteration 20F: 3 clusters Score -1.661516e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -16615401.000000 Penalty: 3928.983154
	Iteration 21Q: 3 clusters Score -1.66154e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -16615597.000000 Penalty: 3928.983154
	Iteration 22Q: 3 clusters Score -1.66156e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -16615775.000000 Penalty: 3928.983154
	Iteration 23Q: 3 clusters Score -1.661578e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -16615974.000000 Penalty: 3928.983154
	Iteration 24Q: 3 clusters Score -1.661597e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -16616075.000000 Penalty: 3928.983154
	Iteration 25Q: 3 clusters Score -1.661608e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110833 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -16616260.000000 Penalty: 3928.983154
	Iteration 26Q: 3 clusters Score -1.661626e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111915 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -16616376.000000 Penalty: 3928.983154
	Iteration 27Q: 3 clusters Score -1.661638e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -16616590.000000 Penalty: 3928.983154
	Iteration 28Q: 3 clusters Score -1.661659e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114365 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -16616806.000000 Penalty: 3928.983154
	Iteration 29Q: 3 clusters Score -1.661681e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115720 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -16617018.000000 Penalty: 3928.983154
	Iteration 30Q: 3 clusters Score -1.661702e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117136 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -16617231.000000 Penalty: 3928.983154
	Iteration 31Q: 3 clusters Score -1.661723e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118612 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -16617488.000000 Penalty: 3928.983154
	Iteration 32Q: 3 clusters Score -1.661749e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120173 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -16617631.000000 Penalty: 3928.983154
	Iteration 33Q: 3 clusters Score -1.661763e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -16617848.000000 Penalty: 3928.983154
	Iteration 34Q: 3 clusters Score -1.661785e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123576 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -16618123.000000 Penalty: 3928.983154
	Iteration 35Q: 3 clusters Score -1.661812e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125473 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -16618363.000000 Penalty: 3928.983154
	Iteration 36Q: 3 clusters Score -1.661836e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127440 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -16618667.000000 Penalty: 3928.983154
	Iteration 37Q: 3 clusters Score -1.661867e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129516 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -16619031.000000 Penalty: 3928.983154
	Iteration 38Q: 3 clusters Score -1.661903e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131710 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -16619412.000000 Penalty: 3928.983154
	Iteration 39Q: 3 clusters Score -1.661941e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134020 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -16619649.000000 Penalty: 3928.983154
	Iteration 40F: 3 clusters Score -1.661965e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136455 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -16620168.000000 Penalty: 3928.983154
	Iteration 41Q: 3 clusters Score -1.662017e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138964 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -16620642.000000 Penalty: 3928.983154
	Iteration 42Q: 3 clusters Score -1.662064e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -16621233.000000 Penalty: 3928.983154
	Iteration 43Q: 3 clusters Score -1.662123e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144293 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -16621819.000000 Penalty: 3928.983154
	Iteration 44Q: 3 clusters Score -1.662182e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -16622501.000000 Penalty: 3928.983154
	Iteration 45Q: 3 clusters Score -1.66225e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149973 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -16623576.000000 Penalty: 3928.983154
	Iteration 46Q: 3 clusters Score -1.662358e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152733 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -16624657.000000 Penalty: 3928.983154
	Iteration 47Q: 3 clusters Score -1.662466e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155394 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -16625500.000000 Penalty: 3928.983154
	Iteration 48Q: 3 clusters Score -1.66255e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157914 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -16626236.000000 Penalty: 3928.983154
	Iteration 49Q: 3 clusters Score -1.662624e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -16626967.000000 Penalty: 3928.983154
	Iteration 50Q: 3 clusters Score -1.662697e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -16627666.000000 Penalty: 3928.983154
	Iteration 51Q: 3 clusters Score -1.662767e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -16628329.000000 Penalty: 3928.983154
	Iteration 52Q: 3 clusters Score -1.662833e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -16629018.000000 Penalty: 3928.983154
	Iteration 53Q: 3 clusters Score -1.662902e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -16629687.000000 Penalty: 3928.983154
	Iteration 54Q: 3 clusters Score -1.662969e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170493 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -16630266.000000 Penalty: 3928.983154
	Iteration 55Q: 3 clusters Score -1.663027e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171920 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -16630739.000000 Penalty: 3928.983154
	Iteration 56Q: 3 clusters Score -1.663074e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173106 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -16631147.000000 Penalty: 3928.983154
	Iteration 57Q: 3 clusters Score -1.663115e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174019 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -16631425.000000 Penalty: 3928.983154
	Iteration 58Q: 3 clusters Score -1.663142e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174726 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -16631637.000000 Penalty: 3928.983154
	Iteration 59Q: 3 clusters Score -1.663164e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -16631819.000000 Penalty: 3928.983154
	Iteration 60F: 3 clusters Score -1.663182e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -16631920.000000 Penalty: 3928.983154
	Iteration 61Q: 3 clusters Score -1.663192e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175975 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -16631976.000000 Penalty: 3928.983154
	Iteration 62Q: 3 clusters Score -1.663198e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176190 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -16632003.000000 Penalty: 3928.983154
	Iteration 63Q: 3 clusters Score -1.6632e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176369 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -16632031.000000 Penalty: 3928.983154
	Iteration 64Q: 3 clusters Score -1.663203e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176510 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16632090.000000 Penalty: 3928.983154
	Iteration 65Q: 3 clusters Score -1.663209e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176624 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16632098.000000 Penalty: 3928.983154
	Iteration 66Q: 3 clusters Score -1.66321e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176716 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16632138.000000 Penalty: 3928.983154
	Iteration 67Q: 3 clusters Score -1.663214e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176787 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16632158.000000 Penalty: 3928.983154
	Iteration 68Q: 3 clusters Score -1.663216e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176838 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -16632151.000000 Penalty: 3928.983154
	Iteration 69Q: 3 clusters Score -1.663215e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16632144.000000 Penalty: 3928.983154
	Iteration 70Q: 3 clusters Score -1.663214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176902 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16632153.000000 Penalty: 3928.983154
	Iteration 71Q: 3 clusters Score -1.663215e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176926 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16632176.000000 Penalty: 3928.983154
	Iteration 72Q: 3 clusters Score -1.663218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176953 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16632162.000000 Penalty: 3928.983154
	Iteration 73Q: 3 clusters Score -1.663216e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176978 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16632148.000000 Penalty: 3928.983154
	Iteration 74Q: 3 clusters Score -1.663215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177004 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -16632157.000000 Penalty: 3928.983154
	Iteration 75Q: 3 clusters Score -1.663216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177025 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16632160.000000 Penalty: 3928.983154
	Iteration 76Q: 3 clusters Score -1.663216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177046 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16632169.000000 Penalty: 3928.983154
	Iteration 77Q: 3 clusters Score -1.663217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177068 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16632174.000000 Penalty: 3928.983154
	Iteration 78Q: 3 clusters Score -1.663217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177088 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16632187.000000 Penalty: 3928.983154
	Iteration 79Q: 3 clusters Score -1.663219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177103 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16632188.000000 Penalty: 3928.983154
	Iteration 80F: 3 clusters Score -1.663219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177114 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16632198.000000 Penalty: 3928.983154
	Iteration 81Q: 3 clusters Score -1.66322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177124 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16632200.000000 Penalty: 3928.983154
	Iteration 82Q: 3 clusters Score -1.66322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177129 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -16632193.000000 Penalty: 3928.983154
	Iteration 83Q: 3 clusters Score -1.663219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177135 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16632198.000000 Penalty: 3928.983154
	Iteration 84Q: 3 clusters Score -1.66322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -16632200.000000 Penalty: 3928.983154
	Iteration 85Q: 3 clusters Score -1.66322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177142 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16632204.000000 Penalty: 3928.983154
	Iteration 86Q: 3 clusters Score -1.66322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177145 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16632203.000000 Penalty: 3928.983154
	Iteration 87Q: 3 clusters Score -1.66322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177147 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16632203.000000 Penalty: 3928.983154
	Iteration 88Q: 3 clusters Score -1.66322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177148 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16632200.000000 Penalty: 3928.983154
	Iteration 89Q: 3 clusters Score -1.66322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177149 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -16632197.000000 Penalty: 3928.983154
	Iteration 90Q: 3 clusters Score -1.66322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177150 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16632192.000000 Penalty: 3928.983154
	Iteration 91Q: 3 clusters Score -1.663219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177150 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16632192.000000 Penalty: 3928.983154
	Iteration 92F: 3 clusters Score -1.663219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -502376.906250 Penalty: 1392.528564
	Iteration 0F: 2 clusters Score -502376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -498236.968750 Penalty: 2785.057129
	Iteration 0F: 3 clusters Score -498237 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -499416.781250 Penalty: 2785.057129
	Iteration 1F: 3 clusters Score -499416.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -499580.937500 Penalty: 2785.057129
	Iteration 2F: 3 clusters Score -499580.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -499683.875000 Penalty: 2785.057129
	Iteration 3Q: 3 clusters Score -499683.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -499761.906250 Penalty: 2785.057129
	Iteration 4Q: 3 clusters Score -499761.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -499821.093750 Penalty: 2785.057129
	Iteration 5Q: 3 clusters Score -499821.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -499873.218750 Penalty: 2785.057129
	Iteration 6Q: 3 clusters Score -499873.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -499919.625000 Penalty: 2785.057129
	Iteration 7Q: 3 clusters Score -499919.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -499965.937500 Penalty: 2785.057129
	Iteration 8Q: 3 clusters Score -499965.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -500006.875000 Penalty: 2785.057129
	Iteration 9Q: 3 clusters Score -500006.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -500062.968750 Penalty: 2785.057129
	Iteration 10Q: 3 clusters Score -500063 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -500120.593750 Penalty: 2785.057129
	Iteration 11Q: 3 clusters Score -500120.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -500183.093750 Penalty: 2785.057129
	Iteration 12Q: 3 clusters Score -500183.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -500248.687500 Penalty: 2785.057129
	Iteration 13Q: 3 clusters Score -500248.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -500318.750000 Penalty: 2785.057129
	Iteration 14Q: 3 clusters Score -500318.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -500390.062500 Penalty: 2785.057129
	Iteration 15Q: 3 clusters Score -500390.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -500467.406250 Penalty: 2785.057129
	Iteration 16Q: 3 clusters Score -500467.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -500548.812500 Penalty: 2785.057129
	Iteration 17Q: 3 clusters Score -500548.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -500626.375000 Penalty: 2785.057129
	Iteration 18Q: 3 clusters Score -500626.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -500679.750000 Penalty: 2785.057129
	Iteration 19Q: 3 clusters Score -500679.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -500714.406250 Penalty: 2785.057129
	Iteration 20F: 3 clusters Score -500714.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -500738.531250 Penalty: 2785.057129
	Iteration 21Q: 3 clusters Score -500738.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -500758.093750 Penalty: 2785.057129
	Iteration 22Q: 3 clusters Score -500758.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -500782.625000 Penalty: 2785.057129
	Iteration 23Q: 3 clusters Score -500782.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -500803.906250 Penalty: 2785.057129
	Iteration 24Q: 3 clusters Score -500803.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -500822.000000 Penalty: 2785.057129
	Iteration 25Q: 3 clusters Score -500822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -500839.562500 Penalty: 2785.057129
	Iteration 26Q: 3 clusters Score -500839.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -500851.875000 Penalty: 2785.057129
	Iteration 27Q: 3 clusters Score -500851.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -500861.125000 Penalty: 2785.057129
	Iteration 28Q: 3 clusters Score -500861.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -500868.781250 Penalty: 2785.057129
	Iteration 29Q: 3 clusters Score -500868.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -500875.093750 Penalty: 2785.057129
	Iteration 30Q: 3 clusters Score -500875.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -500881.562500 Penalty: 2785.057129
	Iteration 31Q: 3 clusters Score -500881.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -500888.250000 Penalty: 2785.057129
	Iteration 32Q: 3 clusters Score -500888.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -500892.156250 Penalty: 2785.057129
	Iteration 33Q: 3 clusters Score -500892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -500894.906250 Penalty: 2785.057129
	Iteration 34Q: 3 clusters Score -500894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -500899.437500 Penalty: 2785.057129
	Iteration 35Q: 3 clusters Score -500899.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -500901.281250 Penalty: 2785.057129
	Iteration 36Q: 3 clusters Score -500901.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -500904.281250 Penalty: 2785.057129
	Iteration 37Q: 3 clusters Score -500904.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -500907.375000 Penalty: 2785.057129
	Iteration 38Q: 3 clusters Score -500907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -500908.937500 Penalty: 2785.057129
	Iteration 39Q: 3 clusters Score -500908.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -500911.812500 Penalty: 2785.057129
	Iteration 40F: 3 clusters Score -500911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -500912.687500 Penalty: 2785.057129
	Iteration 41Q: 3 clusters Score -500912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -500913.468750 Penalty: 2785.057129
	Iteration 42Q: 3 clusters Score -500913.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -500915.312500 Penalty: 2785.057129
	Iteration 43Q: 3 clusters Score -500915.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -500918.281250 Penalty: 2785.057129
	Iteration 44Q: 3 clusters Score -500918.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -500918.718750 Penalty: 2785.057129
	Iteration 45Q: 3 clusters Score -500918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -500919.281250 Penalty: 2785.057129
	Iteration 46Q: 3 clusters Score -500919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -500919.656250 Penalty: 2785.057129
	Iteration 47Q: 3 clusters Score -500919.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -500920.781250 Penalty: 2785.057129
	Iteration 48Q: 3 clusters Score -500920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -500920.906250 Penalty: 2785.057129
	Iteration 49Q: 3 clusters Score -500920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -500921.625000 Penalty: 2785.057129
	Iteration 50Q: 3 clusters Score -500921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -500924.187500 Penalty: 2785.057129
	Iteration 51Q: 3 clusters Score -500924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -500925.062500 Penalty: 2785.057129
	Iteration 52Q: 3 clusters Score -500925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -500926.062500 Penalty: 2785.057129
	Iteration 53Q: 3 clusters Score -500926.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -500927.531250 Penalty: 2785.057129
	Iteration 54Q: 3 clusters Score -500927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -500929.156250 Penalty: 2785.057129
	Iteration 55Q: 3 clusters Score -500929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -500930.093750 Penalty: 2785.057129
	Iteration 56Q: 3 clusters Score -500930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -500930.500000 Penalty: 2785.057129
	Iteration 57Q: 3 clusters Score -500930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -500930.531250 Penalty: 2785.057129
	Iteration 58Q: 3 clusters Score -500930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -500931.718750 Penalty: 2785.057129
	Iteration 59Q: 3 clusters Score -500931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -500932.031250 Penalty: 2785.057129
	Iteration 60F: 3 clusters Score -500932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Entering Unmasked Estep 
Score: -3745738.500000 Penalty: 1719.736328
	Iteration 0F: 2 clusters Score -3745738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3719287.250000 Penalty: 3439.472656
	Iteration 0F: 3 clusters Score -3719287 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3729938.500000 Penalty: 3439.472656
	Iteration 1F: 3 clusters Score -3729938 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3730458.750000 Penalty: 3439.472656
	Iteration 2Q: 3 clusters Score -3730459 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3731074.000000 Penalty: 3439.472656
	Iteration 3Q: 3 clusters Score -3731074 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3731747.250000 Penalty: 3439.472656
	Iteration 4Q: 3 clusters Score -3731747 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3732604.250000 Penalty: 3439.472656
	Iteration 5Q: 3 clusters Score -3732604 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3733792.750000 Penalty: 3439.472656
	Iteration 6Q: 3 clusters Score -3733793 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3735225.000000 Penalty: 3439.472656
	Iteration 7F: 3 clusters Score -3735225 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3736794.500000 Penalty: 3439.472656
	Iteration 8F: 3 clusters Score -3736794 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3738502.000000 Penalty: 3439.472656
	Iteration 9F: 3 clusters Score -3738502 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -3740164.750000 Penalty: 3439.472656
	Iteration 10F: 3 clusters Score -3740165 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3741554.250000 Penalty: 3439.472656
	Iteration 11Q: 3 clusters Score -3741554 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -3742585.000000 Penalty: 3439.472656
	Iteration 12Q: 3 clusters Score -3742585 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -3743284.750000 Penalty: 3439.472656
	Iteration 13Q: 3 clusters Score -3743285 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -3743733.500000 Penalty: 3439.472656
	Iteration 14Q: 3 clusters Score -3743734 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -3743962.500000 Penalty: 3439.472656
	Iteration 15Q: 3 clusters Score -3743962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -3744078.750000 Penalty: 3439.472656
	Iteration 16Q: 3 clusters Score -3744079 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -3744149.500000 Penalty: 3439.472656
	Iteration 17Q: 3 clusters Score -3744150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -3744194.250000 Penalty: 3439.472656
	Iteration 18Q: 3 clusters Score -3744194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -3744216.250000 Penalty: 3439.472656
	Iteration 19Q: 3 clusters Score -3744216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -3744222.000000 Penalty: 3439.472656
	Iteration 20F: 3 clusters Score -3744222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -3744226.500000 Penalty: 3439.472656
	Iteration 21Q: 3 clusters Score -3744226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3744230.750000 Penalty: 3439.472656
	Iteration 22Q: 3 clusters Score -3744231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3744233.750000 Penalty: 3439.472656
	Iteration 23Q: 3 clusters Score -3744234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3744236.500000 Penalty: 3439.472656
	Iteration 24Q: 3 clusters Score -3744236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -3744236.250000 Penalty: 3439.472656
	Iteration 25Q: 3 clusters Score -3744236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -3744237.500000 Penalty: 3439.472656
	Iteration 26Q: 3 clusters Score -3744238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -3744240.750000 Penalty: 3439.472656
	Iteration 27Q: 3 clusters Score -3744241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -3744241.750000 Penalty: 3439.472656
	Iteration 28Q: 3 clusters Score -3744242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -3744241.000000 Penalty: 3439.472656
	Iteration 29Q: 3 clusters Score -3744241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -3744244.250000 Penalty: 3439.472656
	Iteration 30Q: 3 clusters Score -3744244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -3744244.250000 Penalty: 3439.472656
	Iteration 31F: 3 clusters Score -3744244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -488851.250000 Penalty: 1392.713379
	Iteration 0F: 2 clusters Score -488851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -484720.093750 Penalty: 2785.426758
	Iteration 0F: 3 clusters Score -484720.1 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -485861.656250 Penalty: 2785.426758
	Iteration 1F: 3 clusters Score -485861.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -486021.156250 Penalty: 2785.426758
	Iteration 2F: 3 clusters Score -486021.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -486135.656250 Penalty: 2785.426758
	Iteration 3Q: 3 clusters Score -486135.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -486206.375000 Penalty: 2785.426758
	Iteration 4Q: 3 clusters Score -486206.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -486253.375000 Penalty: 2785.426758
	Iteration 5Q: 3 clusters Score -486253.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -486288.218750 Penalty: 2785.426758
	Iteration 6Q: 3 clusters Score -486288.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -486316.187500 Penalty: 2785.426758
	Iteration 7Q: 3 clusters Score -486316.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -486346.468750 Penalty: 2785.426758
	Iteration 8Q: 3 clusters Score -486346.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -486375.812500 Penalty: 2785.426758
	Iteration 9Q: 3 clusters Score -486375.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -486414.093750 Penalty: 2785.426758
	Iteration 10Q: 3 clusters Score -486414.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -486451.562500 Penalty: 2785.426758
	Iteration 11Q: 3 clusters Score -486451.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -486488.843750 Penalty: 2785.426758
	Iteration 12Q: 3 clusters Score -486488.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -486533.562500 Penalty: 2785.426758
	Iteration 13Q: 3 clusters Score -486533.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -486586.750000 Penalty: 2785.426758
	Iteration 14Q: 3 clusters Score -486586.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -486637.218750 Penalty: 2785.426758
	Iteration 15Q: 3 clusters Score -486637.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -486698.812500 Penalty: 2785.426758
	Iteration 16Q: 3 clusters Score -486698.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -486763.062500 Penalty: 2785.426758
	Iteration 17Q: 3 clusters Score -486763.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -486849.468750 Penalty: 2785.426758
	Iteration 18Q: 3 clusters Score -486849.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -486931.968750 Penalty: 2785.426758
	Iteration 19Q: 3 clusters Score -486932 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -487028.343750 Penalty: 2785.426758
	Iteration 20F: 3 clusters Score -487028.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -487120.156250 Penalty: 2785.426758
	Iteration 21Q: 3 clusters Score -487120.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -487198.875000 Penalty: 2785.426758
	Iteration 22Q: 3 clusters Score -487198.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -487252.937500 Penalty: 2785.426758
	Iteration 23Q: 3 clusters Score -487252.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -487301.406250 Penalty: 2785.426758
	Iteration 24Q: 3 clusters Score -487301.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -487330.875000 Penalty: 2785.426758
	Iteration 25Q: 3 clusters Score -487330.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -487352.281250 Penalty: 2785.426758
	Iteration 26Q: 3 clusters Score -487352.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -487370.125000 Penalty: 2785.426758
	Iteration 27Q: 3 clusters Score -487370.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -487385.906250 Penalty: 2785.426758
	Iteration 28Q: 3 clusters Score -487385.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -487399.875000 Penalty: 2785.426758
	Iteration 29Q: 3 clusters Score -487399.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -487413.343750 Penalty: 2785.426758
	Iteration 30Q: 3 clusters Score -487413.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -487425.968750 Penalty: 2785.426758
	Iteration 31Q: 3 clusters Score -487426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -487441.187500 Penalty: 2785.426758
	Iteration 32Q: 3 clusters Score -487441.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -487455.437500 Penalty: 2785.426758
	Iteration 33Q: 3 clusters Score -487455.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -487468.281250 Penalty: 2785.426758
	Iteration 34Q: 3 clusters Score -487468.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -487480.468750 Penalty: 2785.426758
	Iteration 35Q: 3 clusters Score -487480.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -487489.437500 Penalty: 2785.426758
	Iteration 36Q: 3 clusters Score -487489.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -487498.843750 Penalty: 2785.426758
	Iteration 37Q: 3 clusters Score -487498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -487506.312500 Penalty: 2785.426758
	Iteration 38Q: 3 clusters Score -487506.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -487514.156250 Penalty: 2785.426758
	Iteration 39Q: 3 clusters Score -487514.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -487523.125000 Penalty: 2785.426758
	Iteration 40F: 3 clusters Score -487523.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -487530.031250 Penalty: 2785.426758
	Iteration 41Q: 3 clusters Score -487530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -487537.906250 Penalty: 2785.426758
	Iteration 42Q: 3 clusters Score -487537.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -487543.250000 Penalty: 2785.426758
	Iteration 43Q: 3 clusters Score -487543.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -487548.218750 Penalty: 2785.426758
	Iteration 44Q: 3 clusters Score -487548.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -487555.687500 Penalty: 2785.426758
	Iteration 45Q: 3 clusters Score -487555.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -487559.906250 Penalty: 2785.426758
	Iteration 46Q: 3 clusters Score -487559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -487561.531250 Penalty: 2785.426758
	Iteration 47Q: 3 clusters Score -487561.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -487565.625000 Penalty: 2785.426758
	Iteration 48Q: 3 clusters Score -487565.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -487570.562500 Penalty: 2785.426758
	Iteration 49Q: 3 clusters Score -487570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -487573.937500 Penalty: 2785.426758
	Iteration 50Q: 3 clusters Score -487573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -487574.625000 Penalty: 2785.426758
	Iteration 51Q: 3 clusters Score -487574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -487574.875000 Penalty: 2785.426758
	Iteration 52Q: 3 clusters Score -487574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -487574.562500 Penalty: 2785.426758
	Iteration 53Q: 3 clusters Score -487574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -487576.312500 Penalty: 2785.426758
	Iteration 54Q: 3 clusters Score -487576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -487577.062500 Penalty: 2785.426758
	Iteration 55Q: 3 clusters Score -487577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -487577.062500 Penalty: 2785.426758
	Iteration 56F: 3 clusters Score -487577.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -317070.750000 Penalty: 1330.616943
	Iteration 0F: 2 clusters Score -317070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -313943.750000 Penalty: 2661.233887
	Iteration 0F: 3 clusters Score -313943.8 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -314795.843750 Penalty: 2661.233887
	Iteration 1F: 3 clusters Score -314795.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -315036.718750 Penalty: 2661.233887
	Iteration 2F: 3 clusters Score -315036.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -315228.906250 Penalty: 2661.233887
	Iteration 3F: 3 clusters Score -315228.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -315402.093750 Penalty: 2661.233887
	Iteration 4F: 3 clusters Score -315402.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -315551.937500 Penalty: 2661.233887
	Iteration 5F: 3 clusters Score -315551.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -315667.125000 Penalty: 2661.233887
	Iteration 6Q: 3 clusters Score -315667.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -315762.937500 Penalty: 2661.233887
	Iteration 7Q: 3 clusters Score -315762.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -315879.906250 Penalty: 2661.233887
	Iteration 8Q: 3 clusters Score -315879.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -315981.625000 Penalty: 2661.233887
	Iteration 9Q: 3 clusters Score -315981.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -316038.812500 Penalty: 2661.233887
	Iteration 10Q: 3 clusters Score -316038.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -316073.968750 Penalty: 2661.233887
	Iteration 11Q: 3 clusters Score -316074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -316093.281250 Penalty: 2661.233887
	Iteration 12Q: 3 clusters Score -316093.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -316101.125000 Penalty: 2661.233887
	Iteration 13Q: 3 clusters Score -316101.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -316110.000000 Penalty: 2661.233887
	Iteration 14Q: 3 clusters Score -316110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -316114.500000 Penalty: 2661.233887
	Iteration 15Q: 3 clusters Score -316114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -316118.000000 Penalty: 2661.233887
	Iteration 16Q: 3 clusters Score -316118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -316120.968750 Penalty: 2661.233887
	Iteration 17Q: 3 clusters Score -316121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -316122.218750 Penalty: 2661.233887
	Iteration 18Q: 3 clusters Score -316122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -316125.156250 Penalty: 2661.233887
	Iteration 19Q: 3 clusters Score -316125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -316125.468750 Penalty: 2661.233887
	Iteration 20F: 3 clusters Score -316125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -316126.187500 Penalty: 2661.233887
	Iteration 21Q: 3 clusters Score -316126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -316126.406250 Penalty: 2661.233887
	Iteration 22Q: 3 clusters Score -316126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -316126.250000 Penalty: 2661.233887
	Iteration 23Q: 3 clusters Score -316126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -316126.687500 Penalty: 2661.233887
	Iteration 24Q: 3 clusters Score -316126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -316126.687500 Penalty: 2661.233887
	Iteration 25F: 3 clusters Score -316126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37982.734375 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -37982.73 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: -36952.121094 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -36952.12 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37179.523438 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -37179.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37277.699219 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -37277.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37350.359375 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -37350.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37390.789062 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -37390.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37407.667969 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -37407.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37414.195312 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -37414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37420.734375 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -37420.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37425.113281 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -37425.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37428.953125 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -37428.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37429.636719 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -37429.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37429.972656 Penalty: 2057.738037
	Iteration 11Q: 3 clusters Score -37429.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37429.972656 Penalty: 2057.738037
	Iteration 12F: 3 clusters Score -37429.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -855942.000000 Penalty: 1482.475952
	Iteration 0F: 2 clusters Score -855942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -849349.562500 Penalty: 2964.951904
	Iteration 0F: 3 clusters Score -849349.6 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -851366.375000 Penalty: 2964.951904
	Iteration 1F: 3 clusters Score -851366.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -851579.062500 Penalty: 2964.951904
	Iteration 2F: 3 clusters Score -851579.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -851723.562500 Penalty: 2964.951904
	Iteration 3Q: 3 clusters Score -851723.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -851828.750000 Penalty: 2964.951904
	Iteration 4Q: 3 clusters Score -851828.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -851905.500000 Penalty: 2964.951904
	Iteration 5Q: 3 clusters Score -851905.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -851974.250000 Penalty: 2964.951904
	Iteration 6Q: 3 clusters Score -851974.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -852031.437500 Penalty: 2964.951904
	Iteration 7Q: 3 clusters Score -852031.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -852087.687500 Penalty: 2964.951904
	Iteration 8Q: 3 clusters Score -852087.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -852141.875000 Penalty: 2964.951904
	Iteration 9Q: 3 clusters Score -852141.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -852200.750000 Penalty: 2964.951904
	Iteration 10Q: 3 clusters Score -852200.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -852273.000000 Penalty: 2964.951904
	Iteration 11Q: 3 clusters Score -852273 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -852364.125000 Penalty: 2964.951904
	Iteration 12Q: 3 clusters Score -852364.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -852478.375000 Penalty: 2964.951904
	Iteration 13Q: 3 clusters Score -852478.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -852641.812500 Penalty: 2964.951904
	Iteration 14Q: 3 clusters Score -852641.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -852883.500000 Penalty: 2964.951904
	Iteration 15Q: 3 clusters Score -852883.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -853196.312500 Penalty: 2964.951904
	Iteration 16Q: 3 clusters Score -853196.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -853534.437500 Penalty: 2964.951904
	Iteration 17Q: 3 clusters Score -853534.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -853867.687500 Penalty: 2964.951904
	Iteration 18Q: 3 clusters Score -853867.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -854100.625000 Penalty: 2964.951904
	Iteration 19Q: 3 clusters Score -854100.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -854286.562500 Penalty: 2964.951904
	Iteration 20F: 3 clusters Score -854286.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -854427.937500 Penalty: 2964.951904
	Iteration 21Q: 3 clusters Score -854427.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -854527.000000 Penalty: 2964.951904
	Iteration 22Q: 3 clusters Score -854527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -854600.437500 Penalty: 2964.951904
	Iteration 23Q: 3 clusters Score -854600.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -854653.625000 Penalty: 2964.951904
	Iteration 24Q: 3 clusters Score -854653.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -854683.187500 Penalty: 2964.951904
	Iteration 25Q: 3 clusters Score -854683.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -854707.312500 Penalty: 2964.951904
	Iteration 26Q: 3 clusters Score -854707.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -854724.562500 Penalty: 2964.951904
	Iteration 27Q: 3 clusters Score -854724.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -854740.125000 Penalty: 2964.951904
	Iteration 28Q: 3 clusters Score -854740.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -854749.812500 Penalty: 2964.951904
	Iteration 29Q: 3 clusters Score -854749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -854761.062500 Penalty: 2964.951904
	Iteration 30Q: 3 clusters Score -854761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -854763.062500 Penalty: 2964.951904
	Iteration 31Q: 3 clusters Score -854763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -854766.875000 Penalty: 2964.951904
	Iteration 32Q: 3 clusters Score -854766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -854768.875000 Penalty: 2964.951904
	Iteration 33Q: 3 clusters Score -854768.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -854775.562500 Penalty: 2964.951904
	Iteration 34Q: 3 clusters Score -854775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -854777.000000 Penalty: 2964.951904
	Iteration 35Q: 3 clusters Score -854777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -854777.562500 Penalty: 2964.951904
	Iteration 36Q: 3 clusters Score -854777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -854777.562500 Penalty: 2964.951904
	Iteration 37F: 3 clusters Score -854777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Entering Unmasked Estep 
Score: -5175000.500000 Penalty: 1772.818970
	Iteration 0F: 2 clusters Score -5175000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5138480.000000 Penalty: 3545.637939
	Iteration 0F: 3 clusters Score -5138480 nChanged 25700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -5152938.000000 Penalty: 3545.637939
	Iteration 1F: 3 clusters Score -5152938 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -5153445.000000 Penalty: 3545.637939
	Iteration 2Q: 3 clusters Score -5153445 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -5154071.500000 Penalty: 3545.637939
	Iteration 3Q: 3 clusters Score -5154072 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -5154985.000000 Penalty: 3545.637939
	Iteration 4Q: 3 clusters Score -5154985 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -5156654.500000 Penalty: 3545.637939
	Iteration 5F: 3 clusters Score -5156654 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5159680.000000 Penalty: 3545.637939
	Iteration 6F: 3 clusters Score -5159680 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -5163994.500000 Penalty: 3545.637939
	Iteration 7F: 3 clusters Score -5163994 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -5168344.000000 Penalty: 3545.637939
	Iteration 8F: 3 clusters Score -5168344 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -5171302.500000 Penalty: 3545.637939
	Iteration 9F: 3 clusters Score -5171302 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -5172703.500000 Penalty: 3545.637939
	Iteration 10Q: 3 clusters Score -5172704 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -5173295.000000 Penalty: 3545.637939
	Iteration 11Q: 3 clusters Score -5173295 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -5173573.000000 Penalty: 3545.637939
	Iteration 12Q: 3 clusters Score -5173573 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -5173682.500000 Penalty: 3545.637939
	Iteration 13Q: 3 clusters Score -5173682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -5173737.000000 Penalty: 3545.637939
	Iteration 14Q: 3 clusters Score -5173737 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -5173768.500000 Penalty: 3545.637939
	Iteration 15Q: 3 clusters Score -5173768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -5173801.000000 Penalty: 3545.637939
	Iteration 16Q: 3 clusters Score -5173801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -5173831.500000 Penalty: 3545.637939
	Iteration 17Q: 3 clusters Score -5173832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -5173839.000000 Penalty: 3545.637939
	Iteration 18Q: 3 clusters Score -5173839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5173850.500000 Penalty: 3545.637939
	Iteration 19Q: 3 clusters Score -5173850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -5173864.000000 Penalty: 3545.637939
	Iteration 20F: 3 clusters Score -5173864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -5173869.000000 Penalty: 3545.637939
	Iteration 21Q: 3 clusters Score -5173869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -5173867.500000 Penalty: 3545.637939
	Iteration 22Q: 3 clusters Score -5173868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5173867.000000 Penalty: 3545.637939
	Iteration 23Q: 3 clusters Score -5173867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -5173863.500000 Penalty: 3545.637939
	Iteration 24Q: 3 clusters Score -5173864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -5173870.000000 Penalty: 3545.637939
	Iteration 25Q: 3 clusters Score -5173870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -5173868.000000 Penalty: 3545.637939
	Iteration 26Q: 3 clusters Score -5173868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -5173871.000000 Penalty: 3545.637939
	Iteration 27Q: 3 clusters Score -5173871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -5173869.500000 Penalty: 3545.637939
	Iteration 28Q: 3 clusters Score -5173870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -5173869.000000 Penalty: 3545.637939
	Iteration 29Q: 3 clusters Score -5173869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -5173876.500000 Penalty: 3545.637939
	Iteration 30Q: 3 clusters Score -5173876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -5173881.500000 Penalty: 3545.637939
	Iteration 31Q: 3 clusters Score -5173882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -5173883.500000 Penalty: 3545.637939
	Iteration 32Q: 3 clusters Score -5173884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -5173888.500000 Penalty: 3545.637939
	Iteration 33Q: 3 clusters Score -5173888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -5173888.500000 Penalty: 3545.637939
	Iteration 34Q: 3 clusters Score -5173888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -5173891.000000 Penalty: 3545.637939
	Iteration 35Q: 3 clusters Score -5173891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -5173890.000000 Penalty: 3545.637939
	Iteration 36Q: 3 clusters Score -5173890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -5173890.000000 Penalty: 3545.637939
	Iteration 37F: 3 clusters Score -5173890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Entering Unmasked Estep 
Score: -6252433.000000 Penalty: 1802.966797
	Iteration 0F: 2 clusters Score -6252433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -6207951.500000 Penalty: 3605.933594
	Iteration 0F: 3 clusters Score -6207952 nChanged 31389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -6225815.500000 Penalty: 3605.933594
	Iteration 1F: 3 clusters Score -6225816 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -6226193.000000 Penalty: 3605.933594
	Iteration 2Q: 3 clusters Score -6226193 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -6226611.000000 Penalty: 3605.933594
	Iteration 3Q: 3 clusters Score -6226611 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -6227031.000000 Penalty: 3605.933594
	Iteration 4Q: 3 clusters Score -6227031 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -6227487.500000 Penalty: 3605.933594
	Iteration 5Q: 3 clusters Score -6227488 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -6228029.500000 Penalty: 3605.933594
	Iteration 6Q: 3 clusters Score -6228030 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -6228918.500000 Penalty: 3605.933594
	Iteration 7Q: 3 clusters Score -6228918 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -6230334.000000 Penalty: 3605.933594
	Iteration 8Q: 3 clusters Score -6230334 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -6232650.000000 Penalty: 3605.933594
	Iteration 9F: 3 clusters Score -6232650 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -6236016.500000 Penalty: 3605.933594
	Iteration 10F: 3 clusters Score -6236016 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -6239945.000000 Penalty: 3605.933594
	Iteration 11F: 3 clusters Score -6239945 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -6243517.000000 Penalty: 3605.933594
	Iteration 12F: 3 clusters Score -6243517 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -6245998.500000 Penalty: 3605.933594
	Iteration 13Q: 3 clusters Score -6245998 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -6247603.500000 Penalty: 3605.933594
	Iteration 14Q: 3 clusters Score -6247604 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -6248525.500000 Penalty: 3605.933594
	Iteration 15Q: 3 clusters Score -6248526 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -6249110.500000 Penalty: 3605.933594
	Iteration 16Q: 3 clusters Score -6249110 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -6249508.500000 Penalty: 3605.933594
	Iteration 17Q: 3 clusters Score -6249508 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -6249779.500000 Penalty: 3605.933594
	Iteration 18Q: 3 clusters Score -6249780 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -6250031.500000 Penalty: 3605.933594
	Iteration 19Q: 3 clusters Score -6250032 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -6250200.500000 Penalty: 3605.933594
	Iteration 20F: 3 clusters Score -6250200 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -6250334.500000 Penalty: 3605.933594
	Iteration 21Q: 3 clusters Score -6250334 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -6250455.000000 Penalty: 3605.933594
	Iteration 22Q: 3 clusters Score -6250455 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -6250554.000000 Penalty: 3605.933594
	Iteration 23Q: 3 clusters Score -6250554 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -6250632.000000 Penalty: 3605.933594
	Iteration 24Q: 3 clusters Score -6250632 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -6250665.000000 Penalty: 3605.933594
	Iteration 25Q: 3 clusters Score -6250665 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -6250704.500000 Penalty: 3605.933594
	Iteration 26Q: 3 clusters Score -6250704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -6250729.000000 Penalty: 3605.933594
	Iteration 27Q: 3 clusters Score -6250729 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -6250750.500000 Penalty: 3605.933594
	Iteration 28Q: 3 clusters Score -6250750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -6250782.000000 Penalty: 3605.933594
	Iteration 29Q: 3 clusters Score -6250782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -6250786.000000 Penalty: 3605.933594
	Iteration 30Q: 3 clusters Score -6250786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -6250794.000000 Penalty: 3605.933594
	Iteration 31Q: 3 clusters Score -6250794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -6250810.500000 Penalty: 3605.933594
	Iteration 32Q: 3 clusters Score -6250810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -6250827.500000 Penalty: 3605.933594
	Iteration 33Q: 3 clusters Score -6250828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -6250845.500000 Penalty: 3605.933594
	Iteration 34Q: 3 clusters Score -6250846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -6250847.500000 Penalty: 3605.933594
	Iteration 35Q: 3 clusters Score -6250848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -6250852.000000 Penalty: 3605.933594
	Iteration 36Q: 3 clusters Score -6250852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -6250864.500000 Penalty: 3605.933594
	Iteration 37Q: 3 clusters Score -6250864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -6250870.500000 Penalty: 3605.933594
	Iteration 38Q: 3 clusters Score -6250870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -6250883.000000 Penalty: 3605.933594
	Iteration 39Q: 3 clusters Score -6250883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -6250881.500000 Penalty: 3605.933594
	Iteration 40F: 3 clusters Score -6250882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -6250880.000000 Penalty: 3605.933594
	Iteration 41Q: 3 clusters Score -6250880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -6250887.500000 Penalty: 3605.933594
	Iteration 42Q: 3 clusters Score -6250888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -6250883.000000 Penalty: 3605.933594
	Iteration 43Q: 3 clusters Score -6250883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -6250883.500000 Penalty: 3605.933594
	Iteration 44Q: 3 clusters Score -6250884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -6250892.500000 Penalty: 3605.933594
	Iteration 45Q: 3 clusters Score -6250892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -6250903.500000 Penalty: 3605.933594
	Iteration 46Q: 3 clusters Score -6250904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -6250904.000000 Penalty: 3605.933594
	Iteration 47Q: 3 clusters Score -6250904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -6250906.000000 Penalty: 3605.933594
	Iteration 48Q: 3 clusters Score -6250906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -6250915.000000 Penalty: 3605.933594
	Iteration 49Q: 3 clusters Score -6250915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -6250909.000000 Penalty: 3605.933594
	Iteration 50Q: 3 clusters Score -6250909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -6250914.500000 Penalty: 3605.933594
	Iteration 51Q: 3 clusters Score -6250914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -6250918.500000 Penalty: 3605.933594
	Iteration 52Q: 3 clusters Score -6250918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -6250920.500000 Penalty: 3605.933594
	Iteration 53Q: 3 clusters Score -6250920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -6250927.000000 Penalty: 3605.933594
	Iteration 54Q: 3 clusters Score -6250927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -6250923.500000 Penalty: 3605.933594
	Iteration 55Q: 3 clusters Score -6250924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -6250925.500000 Penalty: 3605.933594
	Iteration 56Q: 3 clusters Score -6250926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -6250927.500000 Penalty: 3605.933594
	Iteration 57Q: 3 clusters Score -6250928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -6250928.000000 Penalty: 3605.933594
	Iteration 58Q: 3 clusters Score -6250928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -6250926.500000 Penalty: 3605.933594
	Iteration 59Q: 3 clusters Score -6250926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -6250920.000000 Penalty: 3605.933594
	Iteration 60F: 3 clusters Score -6250920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -6250927.500000 Penalty: 3605.933594
	Iteration 61Q: 3 clusters Score -6250928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -6250936.500000 Penalty: 3605.933594
	Iteration 62Q: 3 clusters Score -6250936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -6250936.000000 Penalty: 3605.933594
	Iteration 63Q: 3 clusters Score -6250936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -6250934.500000 Penalty: 3605.933594
	Iteration 64Q: 3 clusters Score -6250934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -6250934.000000 Penalty: 3605.933594
	Iteration 65Q: 3 clusters Score -6250934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -6250930.500000 Penalty: 3605.933594
	Iteration 66Q: 3 clusters Score -6250930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -6250932.000000 Penalty: 3605.933594
	Iteration 67Q: 3 clusters Score -6250932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -6250931.000000 Penalty: 3605.933594
	Iteration 68Q: 3 clusters Score -6250931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -6250934.000000 Penalty: 3605.933594
	Iteration 69Q: 3 clusters Score -6250934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -6250926.500000 Penalty: 3605.933594
	Iteration 70Q: 3 clusters Score -6250926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -6250933.000000 Penalty: 3605.933594
	Iteration 71Q: 3 clusters Score -6250933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -6250934.500000 Penalty: 3605.933594
	Iteration 72Q: 3 clusters Score -6250934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -6250934.500000 Penalty: 3605.933594
	Iteration 73F: 3 clusters Score -6250934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Entering Unmasked Estep 
Score: -2391497.000000 Penalty: 1656.487061
	Iteration 0F: 2 clusters Score -2391497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2373612.000000 Penalty: 3312.974121
	Iteration 0F: 3 clusters Score -2373612 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2380497.250000 Penalty: 3312.974121
	Iteration 1F: 3 clusters Score -2380497 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2381020.000000 Penalty: 3312.974121
	Iteration 2Q: 3 clusters Score -2381020 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2381605.000000 Penalty: 3312.974121
	Iteration 3Q: 3 clusters Score -2381605 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2382339.000000 Penalty: 3312.974121
	Iteration 4F: 3 clusters Score -2382339 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2383237.750000 Penalty: 3312.974121
	Iteration 5F: 3 clusters Score -2383238 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2384259.250000 Penalty: 3312.974121
	Iteration 6F: 3 clusters Score -2384259 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2385318.000000 Penalty: 3312.974121
	Iteration 7F: 3 clusters Score -2385318 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2386204.000000 Penalty: 3312.974121
	Iteration 8F: 3 clusters Score -2386204 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2386815.750000 Penalty: 3312.974121
	Iteration 9Q: 3 clusters Score -2386816 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2387146.750000 Penalty: 3312.974121
	Iteration 10Q: 3 clusters Score -2387147 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2387306.500000 Penalty: 3312.974121
	Iteration 11Q: 3 clusters Score -2387306 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2387409.000000 Penalty: 3312.974121
	Iteration 12Q: 3 clusters Score -2387409 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2387479.750000 Penalty: 3312.974121
	Iteration 13Q: 3 clusters Score -2387480 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2387536.750000 Penalty: 3312.974121
	Iteration 14Q: 3 clusters Score -2387537 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2387579.000000 Penalty: 3312.974121
	Iteration 15Q: 3 clusters Score -2387579 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2387626.250000 Penalty: 3312.974121
	Iteration 16Q: 3 clusters Score -2387626 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2387648.750000 Penalty: 3312.974121
	Iteration 17Q: 3 clusters Score -2387649 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2387682.250000 Penalty: 3312.974121
	Iteration 18Q: 3 clusters Score -2387682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2387702.000000 Penalty: 3312.974121
	Iteration 19Q: 3 clusters Score -2387702 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2387730.250000 Penalty: 3312.974121
	Iteration 20F: 3 clusters Score -2387730 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2387769.250000 Penalty: 3312.974121
	Iteration 21Q: 3 clusters Score -2387769 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2387797.750000 Penalty: 3312.974121
	Iteration 22Q: 3 clusters Score -2387798 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2387826.000000 Penalty: 3312.974121
	Iteration 23Q: 3 clusters Score -2387826 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2387842.500000 Penalty: 3312.974121
	Iteration 24Q: 3 clusters Score -2387842 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2387885.000000 Penalty: 3312.974121
	Iteration 25Q: 3 clusters Score -2387885 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2387914.500000 Penalty: 3312.974121
	Iteration 26Q: 3 clusters Score -2387914 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2387960.750000 Penalty: 3312.974121
	Iteration 27Q: 3 clusters Score -2387961 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2388012.000000 Penalty: 3312.974121
	Iteration 28Q: 3 clusters Score -2388012 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2388055.750000 Penalty: 3312.974121
	Iteration 29Q: 3 clusters Score -2388056 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2388108.250000 Penalty: 3312.974121
	Iteration 30Q: 3 clusters Score -2388108 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2388176.000000 Penalty: 3312.974121
	Iteration 31Q: 3 clusters Score -2388176 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2388239.750000 Penalty: 3312.974121
	Iteration 32Q: 3 clusters Score -2388240 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2388301.750000 Penalty: 3312.974121
	Iteration 33Q: 3 clusters Score -2388302 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2388397.750000 Penalty: 3312.974121
	Iteration 34Q: 3 clusters Score -2388398 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2388494.000000 Penalty: 3312.974121
	Iteration 35Q: 3 clusters Score -2388494 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2388598.250000 Penalty: 3312.974121
	Iteration 36Q: 3 clusters Score -2388598 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2388710.000000 Penalty: 3312.974121
	Iteration 37Q: 3 clusters Score -2388710 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2388827.750000 Penalty: 3312.974121
	Iteration 38Q: 3 clusters Score -2388828 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2388975.250000 Penalty: 3312.974121
	Iteration 39Q: 3 clusters Score -2388975 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2389122.750000 Penalty: 3312.974121
	Iteration 40F: 3 clusters Score -2389123 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2389294.750000 Penalty: 3312.974121
	Iteration 41Q: 3 clusters Score -2389295 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2389453.000000 Penalty: 3312.974121
	Iteration 42Q: 3 clusters Score -2389453 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2389575.000000 Penalty: 3312.974121
	Iteration 43Q: 3 clusters Score -2389575 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -2389692.750000 Penalty: 3312.974121
	Iteration 44Q: 3 clusters Score -2389693 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2389778.750000 Penalty: 3312.974121
	Iteration 45Q: 3 clusters Score -2389779 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2389867.250000 Penalty: 3312.974121
	Iteration 46Q: 3 clusters Score -2389867 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2389929.750000 Penalty: 3312.974121
	Iteration 47Q: 3 clusters Score -2389930 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2389994.250000 Penalty: 3312.974121
	Iteration 48Q: 3 clusters Score -2389994 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2390048.750000 Penalty: 3312.974121
	Iteration 49Q: 3 clusters Score -2390049 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2390098.500000 Penalty: 3312.974121
	Iteration 50Q: 3 clusters Score -2390098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2390128.250000 Penalty: 3312.974121
	Iteration 51Q: 3 clusters Score -2390128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2390151.750000 Penalty: 3312.974121
	Iteration 52Q: 3 clusters Score -2390152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2390170.750000 Penalty: 3312.974121
	Iteration 53Q: 3 clusters Score -2390171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -2390191.250000 Penalty: 3312.974121
	Iteration 54Q: 3 clusters Score -2390191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -2390210.500000 Penalty: 3312.974121
	Iteration 55Q: 3 clusters Score -2390210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2390228.500000 Penalty: 3312.974121
	Iteration 56Q: 3 clusters Score -2390228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2390239.750000 Penalty: 3312.974121
	Iteration 57Q: 3 clusters Score -2390240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -2390248.250000 Penalty: 3312.974121
	Iteration 58Q: 3 clusters Score -2390248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -2390259.250000 Penalty: 3312.974121
	Iteration 59Q: 3 clusters Score -2390259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2390273.750000 Penalty: 3312.974121
	Iteration 60F: 3 clusters Score -2390274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -2390280.000000 Penalty: 3312.974121
	Iteration 61Q: 3 clusters Score -2390280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -2390284.000000 Penalty: 3312.974121
	Iteration 62Q: 3 clusters Score -2390284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -2390289.250000 Penalty: 3312.974121
	Iteration 63Q: 3 clusters Score -2390289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -2390298.000000 Penalty: 3312.974121
	Iteration 64Q: 3 clusters Score -2390298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -2390302.750000 Penalty: 3312.974121
	Iteration 65Q: 3 clusters Score -2390303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -2390301.750000 Penalty: 3312.974121
	Iteration 66Q: 3 clusters Score -2390302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2390301.000000 Penalty: 3312.974121
	Iteration 67Q: 3 clusters Score -2390301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2390300.250000 Penalty: 3312.974121
	Iteration 68Q: 3 clusters Score -2390300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2390299.000000 Penalty: 3312.974121
	Iteration 69Q: 3 clusters Score -2390299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -2390301.250000 Penalty: 3312.974121
	Iteration 70Q: 3 clusters Score -2390301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -2390301.000000 Penalty: 3312.974121
	Iteration 71Q: 3 clusters Score -2390301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -2390298.750000 Penalty: 3312.974121
	Iteration 72Q: 3 clusters Score -2390299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -2390297.250000 Penalty: 3312.974121
	Iteration 73Q: 3 clusters Score -2390297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2390297.250000 Penalty: 3312.974121
	Iteration 74Q: 3 clusters Score -2390297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -2390298.500000 Penalty: 3312.974121
	Iteration 75Q: 3 clusters Score -2390298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -2390298.250000 Penalty: 3312.974121
	Iteration 76Q: 3 clusters Score -2390298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -2390298.250000 Penalty: 3312.974121
	Iteration 77F: 3 clusters Score -2390298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Entering Unmasked Estep 
Score: -523601.937500 Penalty: 1419.313721
	Iteration 0F: 2 clusters Score -523601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -518942.187500 Penalty: 2838.627441
	Iteration 0F: 3 clusters Score -518942.2 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -520296.312500 Penalty: 2838.627441
	Iteration 1F: 3 clusters Score -520296.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -520511.218750 Penalty: 2838.627441
	Iteration 2F: 3 clusters Score -520511.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -520676.062500 Penalty: 2838.627441
	Iteration 3F: 3 clusters Score -520676.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -520866.312500 Penalty: 2838.627441
	Iteration 4F: 3 clusters Score -520866.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -521094.468750 Penalty: 2838.627441
	Iteration 5F: 3 clusters Score -521094.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -521382.906250 Penalty: 2838.627441
	Iteration 6F: 3 clusters Score -521382.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -521697.468750 Penalty: 2838.627441
	Iteration 7F: 3 clusters Score -521697.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -522012.312500 Penalty: 2838.627441
	Iteration 8F: 3 clusters Score -522012.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -522291.093750 Penalty: 2838.627441
	Iteration 9F: 3 clusters Score -522291.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -522499.281250 Penalty: 2838.627441
	Iteration 10Q: 3 clusters Score -522499.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -522611.687500 Penalty: 2838.627441
	Iteration 11Q: 3 clusters Score -522611.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -522666.593750 Penalty: 2838.627441
	Iteration 12Q: 3 clusters Score -522666.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -522704.906250 Penalty: 2838.627441
	Iteration 13Q: 3 clusters Score -522704.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -522725.000000 Penalty: 2838.627441
	Iteration 14Q: 3 clusters Score -522725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -522736.937500 Penalty: 2838.627441
	Iteration 15Q: 3 clusters Score -522736.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -522744.187500 Penalty: 2838.627441
	Iteration 16Q: 3 clusters Score -522744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -522747.843750 Penalty: 2838.627441
	Iteration 17Q: 3 clusters Score -522747.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -522750.781250 Penalty: 2838.627441
	Iteration 18Q: 3 clusters Score -522750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -522752.031250 Penalty: 2838.627441
	Iteration 19Q: 3 clusters Score -522752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -522753.156250 Penalty: 2838.627441
	Iteration 20F: 3 clusters Score -522753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -522755.875000 Penalty: 2838.627441
	Iteration 21Q: 3 clusters Score -522755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -522760.906250 Penalty: 2838.627441
	Iteration 22Q: 3 clusters Score -522760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -522763.031250 Penalty: 2838.627441
	Iteration 23Q: 3 clusters Score -522763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -522765.218750 Penalty: 2838.627441
	Iteration 24Q: 3 clusters Score -522765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -522766.093750 Penalty: 2838.627441
	Iteration 25Q: 3 clusters Score -522766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -522766.843750 Penalty: 2838.627441
	Iteration 26Q: 3 clusters Score -522766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -522768.250000 Penalty: 2838.627441
	Iteration 27Q: 3 clusters Score -522768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -522770.468750 Penalty: 2838.627441
	Iteration 28Q: 3 clusters Score -522770.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -522770.843750 Penalty: 2838.627441
	Iteration 29Q: 3 clusters Score -522770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -522771.500000 Penalty: 2838.627441
	Iteration 30Q: 3 clusters Score -522771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -522772.312500 Penalty: 2838.627441
	Iteration 31Q: 3 clusters Score -522772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -522773.531250 Penalty: 2838.627441
	Iteration 32Q: 3 clusters Score -522773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -522774.156250 Penalty: 2838.627441
	Iteration 33Q: 3 clusters Score -522774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -522775.500000 Penalty: 2838.627441
	Iteration 34Q: 3 clusters Score -522775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -522776.312500 Penalty: 2838.627441
	Iteration 35Q: 3 clusters Score -522776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -522776.031250 Penalty: 2838.627441
	Iteration 36Q: 3 clusters Score -522776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -522776.031250 Penalty: 2838.627441
	Iteration 37F: 3 clusters Score -522776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Entering Unmasked Estep 
Score: -9218652.000000 Penalty: 1866.118408
	Iteration 0F: 2 clusters Score -9218652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -9153703.000000 Penalty: 3732.236816
	Iteration 0F: 3 clusters Score -9153703 nChanged 46479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -9180798.000000 Penalty: 3732.236816
	Iteration 1F: 3 clusters Score -9180798 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -9181438.000000 Penalty: 3732.236816
	Iteration 2Q: 3 clusters Score -9181438 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -9182480.000000 Penalty: 3732.236816
	Iteration 3Q: 3 clusters Score -9182480 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -9184040.000000 Penalty: 3732.236816
	Iteration 4Q: 3 clusters Score -9184040 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -9186445.000000 Penalty: 3732.236816
	Iteration 5Q: 3 clusters Score -9186445 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -9189961.000000 Penalty: 3732.236816
	Iteration 6F: 3 clusters Score -9189961 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -9194754.000000 Penalty: 3732.236816
	Iteration 7F: 3 clusters Score -9194754 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -9200213.000000 Penalty: 3732.236816
	Iteration 8F: 3 clusters Score -9200213 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -9204657.000000 Penalty: 3732.236816
	Iteration 9F: 3 clusters Score -9204657 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -9206756.000000 Penalty: 3732.236816
	Iteration 10Q: 3 clusters Score -9206756 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -9207706.000000 Penalty: 3732.236816
	Iteration 11Q: 3 clusters Score -9207706 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -9208364.000000 Penalty: 3732.236816
	Iteration 12Q: 3 clusters Score -9208364 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -9208977.000000 Penalty: 3732.236816
	Iteration 13Q: 3 clusters Score -9208977 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -9209526.000000 Penalty: 3732.236816
	Iteration 14Q: 3 clusters Score -9209526 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -9210047.000000 Penalty: 3732.236816
	Iteration 15Q: 3 clusters Score -9210047 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -9210625.000000 Penalty: 3732.236816
	Iteration 16Q: 3 clusters Score -9210625 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -9211244.000000 Penalty: 3732.236816
	Iteration 17Q: 3 clusters Score -9211244 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -9211749.000000 Penalty: 3732.236816
	Iteration 18Q: 3 clusters Score -9211749 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -9212206.000000 Penalty: 3732.236816
	Iteration 19Q: 3 clusters Score -9212206 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -9212599.000000 Penalty: 3732.236816
	Iteration 20F: 3 clusters Score -9212599 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -9212923.000000 Penalty: 3732.236816
	Iteration 21Q: 3 clusters Score -9212923 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -9213293.000000 Penalty: 3732.236816
	Iteration 22Q: 3 clusters Score -9213293 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -9213720.000000 Penalty: 3732.236816
	Iteration 23Q: 3 clusters Score -9213720 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 83813 members 
Entering Unmasked Estep 
Score: -9214068.000000 Penalty: 3732.236816
	Iteration 24Q: 3 clusters Score -9214068 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -9214356.000000 Penalty: 3732.236816
	Iteration 25Q: 3 clusters Score -9214356 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -9214634.000000 Penalty: 3732.236816
	Iteration 26Q: 3 clusters Score -9214634 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -9214907.000000 Penalty: 3732.236816
	Iteration 27Q: 3 clusters Score -9214907 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -9215209.000000 Penalty: 3732.236816
	Iteration 28Q: 3 clusters Score -9215209 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -9215461.000000 Penalty: 3732.236816
	Iteration 29Q: 3 clusters Score -9215461 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -9215701.000000 Penalty: 3732.236816
	Iteration 30Q: 3 clusters Score -9215701 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -9215928.000000 Penalty: 3732.236816
	Iteration 31Q: 3 clusters Score -9215928 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -9216065.000000 Penalty: 3732.236816
	Iteration 32Q: 3 clusters Score -9216065 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -9216223.000000 Penalty: 3732.236816
	Iteration 33Q: 3 clusters Score -9216223 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -9216360.000000 Penalty: 3732.236816
	Iteration 34Q: 3 clusters Score -9216360 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -9216507.000000 Penalty: 3732.236816
	Iteration 35Q: 3 clusters Score -9216507 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -9216593.000000 Penalty: 3732.236816
	Iteration 36Q: 3 clusters Score -9216593 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -9216712.000000 Penalty: 3732.236816
	Iteration 37Q: 3 clusters Score -9216712 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -9216847.000000 Penalty: 3732.236816
	Iteration 38Q: 3 clusters Score -9216847 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -9216974.000000 Penalty: 3732.236816
	Iteration 39Q: 3 clusters Score -9216974 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -9217072.000000 Penalty: 3732.236816
	Iteration 40F: 3 clusters Score -9217072 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -9217167.000000 Penalty: 3732.236816
	Iteration 41Q: 3 clusters Score -9217167 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -9217204.000000 Penalty: 3732.236816
	Iteration 42Q: 3 clusters Score -9217204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -9217263.000000 Penalty: 3732.236816
	Iteration 43Q: 3 clusters Score -9217263 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -9217302.000000 Penalty: 3732.236816
	Iteration 44Q: 3 clusters Score -9217302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -9217343.000000 Penalty: 3732.236816
	Iteration 45Q: 3 clusters Score -9217343 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -9217424.000000 Penalty: 3732.236816
	Iteration 46Q: 3 clusters Score -9217424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 94821 members 
Entering Unmasked Estep 
Score: -9217443.000000 Penalty: 3732.236816
	Iteration 47Q: 3 clusters Score -9217443 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -9217461.000000 Penalty: 3732.236816
	Iteration 48Q: 3 clusters Score -9217461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -9217462.000000 Penalty: 3732.236816
	Iteration 49Q: 3 clusters Score -9217462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -9217474.000000 Penalty: 3732.236816
	Iteration 50Q: 3 clusters Score -9217474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -9217482.000000 Penalty: 3732.236816
	Iteration 51Q: 3 clusters Score -9217482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -9217475.000000 Penalty: 3732.236816
	Iteration 52Q: 3 clusters Score -9217475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -9217498.000000 Penalty: 3732.236816
	Iteration 53Q: 3 clusters Score -9217498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -9217512.000000 Penalty: 3732.236816
	Iteration 54Q: 3 clusters Score -9217512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -9217520.000000 Penalty: 3732.236816
	Iteration 55Q: 3 clusters Score -9217520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -9217530.000000 Penalty: 3732.236816
	Iteration 56Q: 3 clusters Score -9217530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -9217530.000000 Penalty: 3732.236816
	Iteration 57Q: 3 clusters Score -9217530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -9217530.000000 Penalty: 3732.236816
	Iteration 58Q: 3 clusters Score -9217530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -9217538.000000 Penalty: 3732.236816
	Iteration 59Q: 3 clusters Score -9217538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -9217530.000000 Penalty: 3732.236816
	Iteration 60F: 3 clusters Score -9217530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -9217536.000000 Penalty: 3732.236816
	Iteration 61Q: 3 clusters Score -9217536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -9217537.000000 Penalty: 3732.236816
	Iteration 62Q: 3 clusters Score -9217537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -9217539.000000 Penalty: 3732.236816
	Iteration 63Q: 3 clusters Score -9217539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -9217537.000000 Penalty: 3732.236816
	Iteration 64Q: 3 clusters Score -9217537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -9217529.000000 Penalty: 3732.236816
	Iteration 65Q: 3 clusters Score -9217529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -9217535.000000 Penalty: 3732.236816
	Iteration 66Q: 3 clusters Score -9217535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -9217532.000000 Penalty: 3732.236816
	Iteration 67Q: 3 clusters Score -9217532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -9217522.000000 Penalty: 3732.236816
	Iteration 68Q: 3 clusters Score -9217522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -9217532.000000 Penalty: 3732.236816
	Iteration 69Q: 3 clusters Score -9217532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -9217535.000000 Penalty: 3732.236816
	Iteration 70Q: 3 clusters Score -9217535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -9217528.000000 Penalty: 3732.236816
	Iteration 71Q: 3 clusters Score -9217528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -9217536.000000 Penalty: 3732.236816
	Iteration 72Q: 3 clusters Score -9217536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -9217533.000000 Penalty: 3732.236816
	Iteration 73Q: 3 clusters Score -9217533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -9217528.000000 Penalty: 3732.236816
	Iteration 74Q: 3 clusters Score -9217528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -9217526.000000 Penalty: 3732.236816
	Iteration 75Q: 3 clusters Score -9217526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -9217526.000000 Penalty: 3732.236816
	Iteration 76F: 3 clusters Score -9217526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -15863.124023 Penalty: 887.872681
	Iteration 0F: 2 clusters Score -15863.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15122.115234 Penalty: 1775.745361
	Iteration 0F: 3 clusters Score -15122.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15238.550781 Penalty: 1775.745361
	Iteration 1F: 3 clusters Score -15238.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15291.032227 Penalty: 1775.745361
	Iteration 2F: 3 clusters Score -15291.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15370.082031 Penalty: 1775.745361
	Iteration 3F: 3 clusters Score -15370.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15399.488281 Penalty: 1775.745361
	Iteration 4Q: 3 clusters Score -15399.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15407.001953 Penalty: 1775.745361
	Iteration 5Q: 3 clusters Score -15407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15416.698242 Penalty: 1775.745361
	Iteration 6Q: 3 clusters Score -15416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15430.065430 Penalty: 1775.745361
	Iteration 7Q: 3 clusters Score -15430.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15451.251953 Penalty: 1775.745361
	Iteration 8Q: 3 clusters Score -15451.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15464.422852 Penalty: 1775.745361
	Iteration 9Q: 3 clusters Score -15464.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15468.709961 Penalty: 1775.745361
	Iteration 10Q: 3 clusters Score -15468.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15468.709961 Penalty: 1775.745361
	Iteration 11F: 3 clusters Score -15468.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (181381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181381 members 
Entering Unmasked Estep 
Score: -16909332.000000 Penalty: 1967.607788
	Iteration 0F: 2 clusters Score -1.690933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -16789918.000000 Penalty: 3935.215576
	Iteration 0F: 3 clusters Score -1.678992e+07 nChanged 87743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -16842328.000000 Penalty: 3935.215576
	Iteration 1F: 3 clusters Score -1.684233e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -16844728.000000 Penalty: 3935.215576
	Iteration 2Q: 3 clusters Score -1.684473e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -16849564.000000 Penalty: 3935.215576
	Iteration 3F: 3 clusters Score -1.684956e+07 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 128970 members 
Entering Unmasked Estep 
Score: -16858918.000000 Penalty: 3935.215576
	Iteration 4F: 3 clusters Score -1.685892e+07 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 145506 members 
Entering Unmasked Estep 
Score: -16873356.000000 Penalty: 3935.215576
	Iteration 5F: 3 clusters Score -1.687336e+07 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 160994 members 
Entering Unmasked Estep 
Score: -16891390.000000 Penalty: 3935.215576
	Iteration 6F: 3 clusters Score -1.689139e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 172172 members 
Entering Unmasked Estep 
Score: -16902418.000000 Penalty: 3935.215576
	Iteration 7F: 3 clusters Score -1.690242e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -16906406.000000 Penalty: 3935.215576
	Iteration 8Q: 3 clusters Score -1.690641e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 179988 members 
Entering Unmasked Estep 
Score: -16907570.000000 Penalty: 3935.215576
	Iteration 9Q: 3 clusters Score -1.690757e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 180606 members 
Entering Unmasked Estep 
Score: -16907714.000000 Penalty: 3935.215576
	Iteration 10Q: 3 clusters Score -1.690771e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 180811 members 
Entering Unmasked Estep 
Score: -16907814.000000 Penalty: 3935.215576
	Iteration 11Q: 3 clusters Score -1.690781e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 180897 members 
Entering Unmasked Estep 
Score: -16907856.000000 Penalty: 3935.215576
	Iteration 12Q: 3 clusters Score -1.690786e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -16907896.000000 Penalty: 3935.215576
	Iteration 13Q: 3 clusters Score -1.69079e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -16907892.000000 Penalty: 3935.215576
	Iteration 14Q: 3 clusters Score -1.690789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 180980 members 
Entering Unmasked Estep 
Score: -16907918.000000 Penalty: 3935.215576
	Iteration 15Q: 3 clusters Score -1.690792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -16907904.000000 Penalty: 3935.215576
	Iteration 16Q: 3 clusters Score -1.69079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 181006 members 
Entering Unmasked Estep 
Score: -16907906.000000 Penalty: 3935.215576
	Iteration 17Q: 3 clusters Score -1.690791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -16907912.000000 Penalty: 3935.215576
	Iteration 18Q: 3 clusters Score -1.690791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -16907914.000000 Penalty: 3935.215576
	Iteration 19Q: 3 clusters Score -1.690791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 181026 members 
Entering Unmasked Estep 
Score: -16907938.000000 Penalty: 3935.215576
	Iteration 20F: 3 clusters Score -1.690794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 181027 members 
Entering Unmasked Estep 
Score: -16907924.000000 Penalty: 3935.215576
	Iteration 21Q: 3 clusters Score -1.690792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 181032 members 
Entering Unmasked Estep 
Score: -16907912.000000 Penalty: 3935.215576
	Iteration 22Q: 3 clusters Score -1.690791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 181035 members 
Entering Unmasked Estep 
Score: -16907914.000000 Penalty: 3935.215576
	Iteration 23Q: 3 clusters Score -1.690791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 181040 members 
Entering Unmasked Estep 
Score: -16907936.000000 Penalty: 3935.215576
	Iteration 24Q: 3 clusters Score -1.690794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 181043 members 
Entering Unmasked Estep 
Score: -16907930.000000 Penalty: 3935.215576
	Iteration 25Q: 3 clusters Score -1.690793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 181046 members 
Entering Unmasked Estep 
Score: -16907930.000000 Penalty: 3935.215576
	Iteration 26Q: 3 clusters Score -1.690793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 181047 members 
Entering Unmasked Estep 
Score: -16907936.000000 Penalty: 3935.215576
	Iteration 27Q: 3 clusters Score -1.690794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -16907936.000000 Penalty: 3935.215576
	Iteration 28Q: 3 clusters Score -1.690794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -16907926.000000 Penalty: 3935.215576
	Iteration 29Q: 3 clusters Score -1.690793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -16907926.000000 Penalty: 3935.215576
	Iteration 30F: 3 clusters Score -1.690793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Entering Unmasked Estep 
Score: -4657362.500000 Penalty: 1755.179688
	Iteration 0F: 2 clusters Score -4657362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -4624533.000000 Penalty: 3510.359375
	Iteration 0F: 3 clusters Score -4624533 nChanged 23093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4637370.500000 Penalty: 3510.359375
	Iteration 1F: 3 clusters Score -4637370 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -4638020.500000 Penalty: 3510.359375
	Iteration 2Q: 3 clusters Score -4638020 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4639005.500000 Penalty: 3510.359375
	Iteration 3Q: 3 clusters Score -4639006 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -4640596.000000 Penalty: 3510.359375
	Iteration 4F: 3 clusters Score -4640596 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -4643172.500000 Penalty: 3510.359375
	Iteration 5F: 3 clusters Score -4643172 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4646520.000000 Penalty: 3510.359375
	Iteration 6F: 3 clusters Score -4646520 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4649825.500000 Penalty: 3510.359375
	Iteration 7F: 3 clusters Score -4649826 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4651988.500000 Penalty: 3510.359375
	Iteration 8F: 3 clusters Score -4651988 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4652918.000000 Penalty: 3510.359375
	Iteration 9Q: 3 clusters Score -4652918 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -4653407.000000 Penalty: 3510.359375
	Iteration 10Q: 3 clusters Score -4653407 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -4653771.000000 Penalty: 3510.359375
	Iteration 11Q: 3 clusters Score -4653771 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -4654093.000000 Penalty: 3510.359375
	Iteration 12Q: 3 clusters Score -4654093 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -4654362.000000 Penalty: 3510.359375
	Iteration 13Q: 3 clusters Score -4654362 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -4654553.000000 Penalty: 3510.359375
	Iteration 14Q: 3 clusters Score -4654553 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -4654729.500000 Penalty: 3510.359375
	Iteration 15Q: 3 clusters Score -4654730 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -4654872.000000 Penalty: 3510.359375
	Iteration 16Q: 3 clusters Score -4654872 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -4654985.000000 Penalty: 3510.359375
	Iteration 17Q: 3 clusters Score -4654985 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -4655098.000000 Penalty: 3510.359375
	Iteration 18Q: 3 clusters Score -4655098 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -4655188.000000 Penalty: 3510.359375
	Iteration 19Q: 3 clusters Score -4655188 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -4655300.500000 Penalty: 3510.359375
	Iteration 20F: 3 clusters Score -4655300 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -4655369.000000 Penalty: 3510.359375
	Iteration 21Q: 3 clusters Score -4655369 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -4655460.500000 Penalty: 3510.359375
	Iteration 22Q: 3 clusters Score -4655460 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -4655540.000000 Penalty: 3510.359375
	Iteration 23Q: 3 clusters Score -4655540 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4655613.500000 Penalty: 3510.359375
	Iteration 24Q: 3 clusters Score -4655614 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -4655653.000000 Penalty: 3510.359375
	Iteration 25Q: 3 clusters Score -4655653 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -4655702.500000 Penalty: 3510.359375
	Iteration 26Q: 3 clusters Score -4655702 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -4655739.500000 Penalty: 3510.359375
	Iteration 27Q: 3 clusters Score -4655740 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -4655777.500000 Penalty: 3510.359375
	Iteration 28Q: 3 clusters Score -4655778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -4655799.000000 Penalty: 3510.359375
	Iteration 29Q: 3 clusters Score -4655799 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -4655806.500000 Penalty: 3510.359375
	Iteration 30Q: 3 clusters Score -4655806 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -4655833.000000 Penalty: 3510.359375
	Iteration 31Q: 3 clusters Score -4655833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -4655837.000000 Penalty: 3510.359375
	Iteration 32Q: 3 clusters Score -4655837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -4655864.000000 Penalty: 3510.359375
	Iteration 33Q: 3 clusters Score -4655864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -4655853.500000 Penalty: 3510.359375
	Iteration 34Q: 3 clusters Score -4655854 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -4655871.000000 Penalty: 3510.359375
	Iteration 35Q: 3 clusters Score -4655871 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -4655887.000000 Penalty: 3510.359375
	Iteration 36Q: 3 clusters Score -4655887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -4655906.500000 Penalty: 3510.359375
	Iteration 37Q: 3 clusters Score -4655906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -4655926.000000 Penalty: 3510.359375
	Iteration 38Q: 3 clusters Score -4655926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -4655932.500000 Penalty: 3510.359375
	Iteration 39Q: 3 clusters Score -4655932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -4655964.500000 Penalty: 3510.359375
	Iteration 40F: 3 clusters Score -4655964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -4655969.500000 Penalty: 3510.359375
	Iteration 41Q: 3 clusters Score -4655970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -4655980.500000 Penalty: 3510.359375
	Iteration 42Q: 3 clusters Score -4655980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -4655985.500000 Penalty: 3510.359375
	Iteration 43Q: 3 clusters Score -4655986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -4655997.500000 Penalty: 3510.359375
	Iteration 44Q: 3 clusters Score -4655998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -4656017.500000 Penalty: 3510.359375
	Iteration 45Q: 3 clusters Score -4656018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -4656023.000000 Penalty: 3510.359375
	Iteration 46Q: 3 clusters Score -4656023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -4656037.500000 Penalty: 3510.359375
	Iteration 47Q: 3 clusters Score -4656038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -4656040.500000 Penalty: 3510.359375
	Iteration 48Q: 3 clusters Score -4656040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -4656041.000000 Penalty: 3510.359375
	Iteration 49Q: 3 clusters Score -4656041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -4656046.000000 Penalty: 3510.359375
	Iteration 50Q: 3 clusters Score -4656046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -4656055.500000 Penalty: 3510.359375
	Iteration 51Q: 3 clusters Score -4656056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -4656056.000000 Penalty: 3510.359375
	Iteration 52Q: 3 clusters Score -4656056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -4656058.000000 Penalty: 3510.359375
	Iteration 53Q: 3 clusters Score -4656058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -4656061.000000 Penalty: 3510.359375
	Iteration 54Q: 3 clusters Score -4656061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -4656076.500000 Penalty: 3510.359375
	Iteration 55Q: 3 clusters Score -4656076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -4656088.500000 Penalty: 3510.359375
	Iteration 56Q: 3 clusters Score -4656088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -4656099.500000 Penalty: 3510.359375
	Iteration 57Q: 3 clusters Score -4656100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -4656103.000000 Penalty: 3510.359375
	Iteration 58Q: 3 clusters Score -4656103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -4656117.500000 Penalty: 3510.359375
	Iteration 59Q: 3 clusters Score -4656118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -4656113.500000 Penalty: 3510.359375
	Iteration 60F: 3 clusters Score -4656114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -4656117.500000 Penalty: 3510.359375
	Iteration 61Q: 3 clusters Score -4656118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -4656120.500000 Penalty: 3510.359375
	Iteration 62Q: 3 clusters Score -4656120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -4656128.000000 Penalty: 3510.359375
	Iteration 63Q: 3 clusters Score -4656128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -4656134.000000 Penalty: 3510.359375
	Iteration 64Q: 3 clusters Score -4656134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -4656124.000000 Penalty: 3510.359375
	Iteration 65Q: 3 clusters Score -4656124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -4656132.500000 Penalty: 3510.359375
	Iteration 66Q: 3 clusters Score -4656132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -4656137.500000 Penalty: 3510.359375
	Iteration 67Q: 3 clusters Score -4656138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -4656135.500000 Penalty: 3510.359375
	Iteration 68Q: 3 clusters Score -4656136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -4656130.000000 Penalty: 3510.359375
	Iteration 69Q: 3 clusters Score -4656130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -4656138.000000 Penalty: 3510.359375
	Iteration 70Q: 3 clusters Score -4656138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -4656139.000000 Penalty: 3510.359375
	Iteration 71Q: 3 clusters Score -4656139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -4656143.500000 Penalty: 3510.359375
	Iteration 72Q: 3 clusters Score -4656144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -4656152.000000 Penalty: 3510.359375
	Iteration 73Q: 3 clusters Score -4656152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -4656155.000000 Penalty: 3510.359375
	Iteration 74Q: 3 clusters Score -4656155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -4656152.000000 Penalty: 3510.359375
	Iteration 75Q: 3 clusters Score -4656152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -4656156.000000 Penalty: 3510.359375
	Iteration 76Q: 3 clusters Score -4656156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -4656154.500000 Penalty: 3510.359375
	Iteration 77Q: 3 clusters Score -4656154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -4656157.000000 Penalty: 3510.359375
	Iteration 78Q: 3 clusters Score -4656157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -4656153.000000 Penalty: 3510.359375
	Iteration 79Q: 3 clusters Score -4656153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -4656154.000000 Penalty: 3510.359375
	Iteration 80F: 3 clusters Score -4656154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -4656153.500000 Penalty: 3510.359375
	Iteration 81Q: 3 clusters Score -4656154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -4656153.500000 Penalty: 3510.359375
	Iteration 82F: 3 clusters Score -4656154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177936 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54702 members 
Mstep: Class 16 contains 65853 members 
Mstep: Class 17 contains 26736 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 97130 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181381 members 
Mstep: Class 23 contains 49075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462336.000000 Penalty: 43859.843750
Iteration 279Q: 21 clusters Score -6.646234e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177938 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54700 members 
Mstep: Class 16 contains 65849 members 
Mstep: Class 17 contains 26737 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 97126 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181382 members 
Mstep: Class 23 contains 49074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462300.000000 Penalty: 43859.843750
Iteration 280F: 21 clusters Score -6.64623e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177938 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54708 members 
Mstep: Class 16 contains 65847 members 
Mstep: Class 17 contains 26738 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 97125 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181368 members 
Mstep: Class 23 contains 49076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462376.000000 Penalty: 43859.843750
Iteration 281Q: 21 clusters Score -6.646238e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177943 members 
Mstep: Class 7 contains 5295 members 
Mstep: Class 8 contains 39456 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54709 members 
Mstep: Class 16 contains 65849 members 
Mstep: Class 17 contains 26741 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 97122 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181356 members 
Mstep: Class 23 contains 49077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462344.000000 Penalty: 43859.843750
Iteration 282Q: 21 clusters Score -6.646234e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177954 members 
Mstep: Class 7 contains 5299 members 
Mstep: Class 8 contains 39456 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54711 members 
Mstep: Class 16 contains 65849 members 
Mstep: Class 17 contains 26748 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 97113 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181349 members 
Mstep: Class 23 contains 49077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462324.000000 Penalty: 43859.843750
Iteration 283Q: 21 clusters Score -6.646232e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177963 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39455 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54715 members 
Mstep: Class 16 contains 65842 members 
Mstep: Class 17 contains 26752 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 97109 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181346 members 
Mstep: Class 23 contains 49078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462356.000000 Penalty: 43859.843750
Iteration 284Q: 21 clusters Score -6.646236e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177971 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39453 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54719 members 
Mstep: Class 16 contains 65840 members 
Mstep: Class 17 contains 26754 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 19 contains 97106 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181343 members 
Mstep: Class 23 contains 49076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462384.000000 Penalty: 43859.843750
Iteration 285Q: 21 clusters Score -6.646238e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177971 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39451 members 
Mstep: Class 9 contains 5276 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54721 members 
Mstep: Class 16 contains 65840 members 
Mstep: Class 17 contains 26755 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 97106 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181350 members 
Mstep: Class 23 contains 49069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462304.000000 Penalty: 43859.843750
Iteration 286Q: 21 clusters Score -6.64623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177980 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39450 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54724 members 
Mstep: Class 16 contains 65843 members 
Mstep: Class 17 contains 26753 members 
Mstep: Class 18 contains 6186 members 
Mstep: Class 19 contains 97098 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181350 members 
Mstep: Class 23 contains 49065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462308.000000 Penalty: 43859.843750
Iteration 287Q: 21 clusters Score -6.646231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177990 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54725 members 
Mstep: Class 16 contains 65841 members 
Mstep: Class 17 contains 26754 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 19 contains 97095 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181349 members 
Mstep: Class 23 contains 49060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462316.000000 Penalty: 43859.843750
Iteration 288Q: 21 clusters Score -6.646232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 177995 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39445 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54725 members 
Mstep: Class 16 contains 65837 members 
Mstep: Class 17 contains 26757 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 97094 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181354 members 
Mstep: Class 23 contains 49055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462368.000000 Penalty: 43859.843750
Iteration 289Q: 21 clusters Score -6.646237e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178000 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39444 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 15 contains 54722 members 
Mstep: Class 16 contains 65837 members 
Mstep: Class 17 contains 26759 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 97095 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181358 members 
Mstep: Class 23 contains 49045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462320.000000 Penalty: 43859.843750
Iteration 290Q: 21 clusters Score -6.646232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178006 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39440 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54722 members 
Mstep: Class 16 contains 65838 members 
Mstep: Class 17 contains 26760 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 97096 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181359 members 
Mstep: Class 23 contains 49040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462264.000000 Penalty: 43859.843750
Iteration 291Q: 21 clusters Score -6.646226e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178009 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39433 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54722 members 
Mstep: Class 16 contains 65839 members 
Mstep: Class 17 contains 26761 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 97094 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181366 members 
Mstep: Class 23 contains 49040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462228.000000 Penalty: 43859.843750
Iteration 292Q: 21 clusters Score -6.646223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178015 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39430 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54722 members 
Mstep: Class 16 contains 65840 members 
Mstep: Class 17 contains 26763 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 19 contains 97087 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181372 members 
Mstep: Class 23 contains 49035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462252.000000 Penalty: 43859.843750
Iteration 293Q: 21 clusters Score -6.646225e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178009 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39430 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54725 members 
Mstep: Class 16 contains 65840 members 
Mstep: Class 17 contains 26765 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 19 contains 97083 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181378 members 
Mstep: Class 23 contains 49032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462212.000000 Penalty: 43859.843750
Iteration 294Q: 21 clusters Score -6.646221e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178002 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39430 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54725 members 
Mstep: Class 16 contains 65843 members 
Mstep: Class 17 contains 26765 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 97085 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181382 members 
Mstep: Class 23 contains 49031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462192.000000 Penalty: 43859.843750
Iteration 295Q: 21 clusters Score -6.646219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178000 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39430 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54724 members 
Mstep: Class 16 contains 65839 members 
Mstep: Class 17 contains 26768 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 19 contains 97084 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181386 members 
Mstep: Class 23 contains 49034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462232.000000 Penalty: 43859.843750
Iteration 296Q: 21 clusters Score -6.646223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178002 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39430 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54723 members 
Mstep: Class 16 contains 65837 members 
Mstep: Class 17 contains 26769 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 97080 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181386 members 
Mstep: Class 23 contains 49034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462164.000000 Penalty: 43859.843750
Iteration 297Q: 21 clusters Score -6.646216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178004 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39431 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54723 members 
Mstep: Class 16 contains 65836 members 
Mstep: Class 17 contains 26772 members 
Mstep: Class 18 contains 6173 members 
Mstep: Class 19 contains 97076 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181383 members 
Mstep: Class 23 contains 49034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462144.000000 Penalty: 43859.843750
Iteration 298Q: 21 clusters Score -6.646214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178008 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39431 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54725 members 
Mstep: Class 16 contains 65835 members 
Mstep: Class 17 contains 26779 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 97077 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181375 members 
Mstep: Class 23 contains 49037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462200.000000 Penalty: 43859.843750
Iteration 299Q: 21 clusters Score -6.64622e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178011 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39430 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54727 members 
Mstep: Class 16 contains 65832 members 
Mstep: Class 17 contains 26786 members 
Mstep: Class 18 contains 6164 members 
Mstep: Class 19 contains 97078 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181374 members 
Mstep: Class 23 contains 49034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462200.000000 Penalty: 43859.843750
Iteration 300F: 21 clusters Score -6.64622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178016 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39430 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54728 members 
Mstep: Class 16 contains 65829 members 
Mstep: Class 17 contains 26791 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 97076 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181378 members 
Mstep: Class 23 contains 49032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462184.000000 Penalty: 43859.843750
Iteration 301Q: 21 clusters Score -6.646218e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178024 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39428 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65825 members 
Mstep: Class 17 contains 26794 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 97072 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181388 members 
Mstep: Class 23 contains 49026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462188.000000 Penalty: 43859.843750
Iteration 302Q: 21 clusters Score -6.646219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178030 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 39426 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54725 members 
Mstep: Class 16 contains 65822 members 
Mstep: Class 17 contains 26797 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 19 contains 97072 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181395 members 
Mstep: Class 23 contains 49017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462156.000000 Penalty: 43859.843750
Iteration 303Q: 21 clusters Score -6.646216e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178032 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 39425 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54724 members 
Mstep: Class 16 contains 65820 members 
Mstep: Class 17 contains 26799 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 19 contains 97072 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181402 members 
Mstep: Class 23 contains 49011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462096.000000 Penalty: 43859.843750
Iteration 304Q: 21 clusters Score -6.64621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178037 members 
Mstep: Class 7 contains 5304 members 
Mstep: Class 8 contains 39422 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 15 contains 54720 members 
Mstep: Class 16 contains 65819 members 
Mstep: Class 17 contains 26801 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 19 contains 97073 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181403 members 
Mstep: Class 23 contains 49007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462136.000000 Penalty: 43859.843750
Iteration 305Q: 21 clusters Score -6.646214e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178034 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 39421 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54720 members 
Mstep: Class 16 contains 65816 members 
Mstep: Class 17 contains 26800 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 19 contains 97074 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181413 members 
Mstep: Class 23 contains 49002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462124.000000 Penalty: 43859.843750
Iteration 306Q: 21 clusters Score -6.646212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178039 members 
Mstep: Class 7 contains 5308 members 
Mstep: Class 8 contains 39421 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54718 members 
Mstep: Class 16 contains 65815 members 
Mstep: Class 17 contains 26803 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 19 contains 97076 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181417 members 
Mstep: Class 23 contains 48992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462124.000000 Penalty: 43859.843750
Iteration 307Q: 21 clusters Score -6.646212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178039 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 39421 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54716 members 
Mstep: Class 16 contains 65814 members 
Mstep: Class 17 contains 26805 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97078 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181421 members 
Mstep: Class 23 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462108.000000 Penalty: 43859.843750
Iteration 308Q: 21 clusters Score -6.646211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178043 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39421 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54717 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26806 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97075 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181423 members 
Mstep: Class 23 contains 48985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462124.000000 Penalty: 43859.843750
Iteration 309Q: 21 clusters Score -6.646212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178038 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39421 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54720 members 
Mstep: Class 16 contains 65811 members 
Mstep: Class 17 contains 26809 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97073 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181426 members 
Mstep: Class 23 contains 48983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462132.000000 Penalty: 43859.843750
Iteration 310Q: 21 clusters Score -6.646213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178042 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39421 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54719 members 
Mstep: Class 16 contains 65812 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97070 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181430 members 
Mstep: Class 23 contains 48979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462148.000000 Penalty: 43859.843750
Iteration 311Q: 21 clusters Score -6.646215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178046 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39420 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54720 members 
Mstep: Class 16 contains 65812 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97066 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181429 members 
Mstep: Class 23 contains 48978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462144.000000 Penalty: 43859.843750
Iteration 312Q: 21 clusters Score -6.646214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178045 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39419 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54723 members 
Mstep: Class 16 contains 65812 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97067 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181427 members 
Mstep: Class 23 contains 48977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462144.000000 Penalty: 43859.843750
Iteration 313Q: 21 clusters Score -6.646214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178045 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39419 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54725 members 
Mstep: Class 16 contains 65812 members 
Mstep: Class 17 contains 26807 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97065 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181428 members 
Mstep: Class 23 contains 48977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462192.000000 Penalty: 43859.843750
Iteration 314Q: 21 clusters Score -6.646219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178045 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39418 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97065 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181427 members 
Mstep: Class 23 contains 48976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462216.000000 Penalty: 43859.843750
Iteration 315Q: 21 clusters Score -6.646222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178045 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39418 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54728 members 
Mstep: Class 16 contains 65812 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97066 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181427 members 
Mstep: Class 23 contains 48974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462212.000000 Penalty: 43859.843750
Iteration 316Q: 21 clusters Score -6.646221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178047 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39418 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97065 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181428 members 
Mstep: Class 23 contains 48973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462236.000000 Penalty: 43859.843750
Iteration 317Q: 21 clusters Score -6.646224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178048 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39417 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54725 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97064 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181430 members 
Mstep: Class 23 contains 48973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462224.000000 Penalty: 43859.843750
Iteration 318Q: 21 clusters Score -6.646222e+07 nChanged 6
Entering ConstructFrom: 
Score: -66462224.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -20944.220703 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -20944.22 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 234 members 
Entering Unmasked Estep 
Score: -20006.781250 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -20006.78 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20298.927734 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -20298.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20386.001953 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -20386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20505.611328 Penalty: 1989.096680
	Iteration 3F: 3 clusters Score -20505.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20600.546875 Penalty: 1989.096680
	Iteration 4F: 3 clusters Score -20600.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20683.496094 Penalty: 1989.096680
	Iteration 5F: 3 clusters Score -20683.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20791.916016 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -20791.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20865.824219 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -20865.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20924.412109 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -20924.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20927.832031 Penalty: 1989.096680
	Iteration 9Q: 3 clusters Score -20927.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20930.570312 Penalty: 1989.096680
	Iteration 10Q: 3 clusters Score -20930.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20953.113281 Penalty: 1989.096680
	Iteration 11Q: 3 clusters Score -20953.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20969.755859 Penalty: 1989.096680
	Iteration 12Q: 3 clusters Score -20969.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21021.722656 Penalty: 1989.096680
	Iteration 13Q: 3 clusters Score -21021.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21029.976562 Penalty: 1989.096680
	Iteration 14Q: 3 clusters Score -21029.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21034.082031 Penalty: 1989.096680
	Iteration 15Q: 3 clusters Score -21034.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21037.357422 Penalty: 1989.096680
	Iteration 16Q: 3 clusters Score -21037.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21059.173828 Penalty: 1989.096680
	Iteration 17F: 3 clusters Score -21059.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21078.982422 Penalty: 1989.096680
	Iteration 18Q: 3 clusters Score -21078.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21086.041016 Penalty: 1989.096680
	Iteration 19Q: 3 clusters Score -21086.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21086.041016 Penalty: 1989.096680
	Iteration 20F: 3 clusters Score -21086.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178050 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39416 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 133 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181432 members 
Mstep: Class 23 contains 48972 members 
Entering Unmasked Estep 
Score: -66461172.000000 Penalty: 46052.835938
Splitting cluster 1 changes total score from -66462224.000000 to -66461172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -36655.289062 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -36655.29 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 229 members 
Entering Unmasked Estep 
Score: -35743.683594 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -35743.68 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36157.492188 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -36157.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36379.714844 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -36379.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36470.347656 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -36470.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36541.957031 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -36541.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36591.871094 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -36591.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -36628.816406 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -36628.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -36642.515625 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -36642.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -36652.210938 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -36652.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36660.339844 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -36660.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36661.628906 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -36661.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36661.628906 Penalty: 2019.096924
	Iteration 11F: 3 clusters Score -36661.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178050 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39416 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181432 members 
Mstep: Class 23 contains 48972 members 
Entering Unmasked Estep 
Score: -66460980.000000 Penalty: 46052.835938
Splitting cluster 2 changes total score from -66462224.000000 to -66460980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -99714.859375 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -99714.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -98172.171875 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -98172.17 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98446.515625 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -98446.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -98525.570312 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -98525.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98582.570312 Penalty: 2299.363037
	Iteration 3Q: 3 clusters Score -98582.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -98620.578125 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -98620.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -98641.164062 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -98641.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -98656.023438 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -98656.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -98665.851562 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -98665.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -98672.468750 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -98672.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -98679.687500 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -98679.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -98682.460938 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -98682.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98686.578125 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -98686.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -98691.125000 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -98691.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -98692.851562 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -98692.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -98695.000000 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -98695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -98696.109375 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -98696.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -98700.007812 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -98700.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -98702.976562 Penalty: 2299.363037
	Iteration 17Q: 3 clusters Score -98702.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -98710.171875 Penalty: 2299.363037
	Iteration 18Q: 3 clusters Score -98710.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -98718.062500 Penalty: 2299.363037
	Iteration 19Q: 3 clusters Score -98718.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -98731.476562 Penalty: 2299.363037
	Iteration 20F: 3 clusters Score -98731.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -98743.898438 Penalty: 2299.363037
	Iteration 21Q: 3 clusters Score -98743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -98756.546875 Penalty: 2299.363037
	Iteration 22Q: 3 clusters Score -98756.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -98762.648438 Penalty: 2299.363037
	Iteration 23Q: 3 clusters Score -98762.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98768.242188 Penalty: 2299.363037
	Iteration 24Q: 3 clusters Score -98768.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -98776.507812 Penalty: 2299.363037
	Iteration 25Q: 3 clusters Score -98776.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -98788.179688 Penalty: 2299.363037
	Iteration 26Q: 3 clusters Score -98788.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98800.203125 Penalty: 2299.363037
	Iteration 27Q: 3 clusters Score -98800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -98809.414062 Penalty: 2299.363037
	Iteration 28Q: 3 clusters Score -98809.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98815.835938 Penalty: 2299.363037
	Iteration 29Q: 3 clusters Score -98815.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98821.351562 Penalty: 2299.363037
	Iteration 30Q: 3 clusters Score -98821.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98830.460938 Penalty: 2299.363037
	Iteration 31Q: 3 clusters Score -98830.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -98842.750000 Penalty: 2299.363037
	Iteration 32Q: 3 clusters Score -98842.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -98874.117188 Penalty: 2299.363037
	Iteration 33Q: 3 clusters Score -98874.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -98908.765625 Penalty: 2299.363037
	Iteration 34Q: 3 clusters Score -98908.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -98986.703125 Penalty: 2299.363037
	Iteration 35Q: 3 clusters Score -98986.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -99124.390625 Penalty: 2299.363037
	Iteration 36F: 3 clusters Score -99124.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -99244.187500 Penalty: 2299.363037
	Iteration 37Q: 3 clusters Score -99244.19 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99427.757812 Penalty: 2299.363037
	Iteration 38F: 3 clusters Score -99427.76 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99611.296875 Penalty: 2299.363037
	Iteration 39F: 3 clusters Score -99611.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99734.085938 Penalty: 2299.363037
	Iteration 40F: 3 clusters Score -99734.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99762.117188 Penalty: 2299.363037
	Iteration 41Q: 3 clusters Score -99762.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99780.968750 Penalty: 2299.363037
	Iteration 42Q: 3 clusters Score -99780.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -99805.226562 Penalty: 2299.363037
	Iteration 43Q: 3 clusters Score -99805.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99815.632812 Penalty: 2299.363037
	Iteration 44Q: 3 clusters Score -99815.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99824.523438 Penalty: 2299.363037
	Iteration 45Q: 3 clusters Score -99824.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99827.125000 Penalty: 2299.363037
	Iteration 46Q: 3 clusters Score -99827.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99827.125000 Penalty: 2299.363037
	Iteration 47F: 3 clusters Score -99827.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178050 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39416 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181432 members 
Mstep: Class 23 contains 48972 members 
Entering Unmasked Estep 
Score: -66461264.000000 Penalty: 46052.835938
Splitting cluster 3 changes total score from -66462224.000000 to -66461264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -60353.496094 Penalty: 1081.926758
	Iteration 0F: 2 clusters Score -60353.5 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 405 members 
Entering Unmasked Estep 
Score: -59127.527344 Penalty: 2163.853516
	Iteration 0F: 3 clusters Score -59127.53 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -59550.183594 Penalty: 2163.853516
	Iteration 1F: 3 clusters Score -59550.18 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59726.445312 Penalty: 2163.853516
	Iteration 2F: 3 clusters Score -59726.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -59827.726562 Penalty: 2163.853516
	Iteration 3F: 3 clusters Score -59827.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59868.718750 Penalty: 2163.853516
	Iteration 4Q: 3 clusters Score -59868.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59899.667969 Penalty: 2163.853516
	Iteration 5Q: 3 clusters Score -59899.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59928.242188 Penalty: 2163.853516
	Iteration 6Q: 3 clusters Score -59928.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59952.675781 Penalty: 2163.853516
	Iteration 7Q: 3 clusters Score -59952.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -59965.367188 Penalty: 2163.853516
	Iteration 8Q: 3 clusters Score -59965.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59972.070312 Penalty: 2163.853516
	Iteration 9Q: 3 clusters Score -59972.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -59972.617188 Penalty: 2163.853516
	Iteration 10Q: 3 clusters Score -59972.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -59972.617188 Penalty: 2163.853516
	Iteration 11F: 3 clusters Score -59972.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -35859.835938 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -35859.84 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 216 members 
Entering Unmasked Estep 
Score: -34856.355469 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -34856.36 nChanged 119
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: -35063.667969 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -35063.67 nChanged 49
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: -35209.500000 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -35209.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35278.058594 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -35278.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35363.539062 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -35363.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35414.269531 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -35414.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -35429.785156 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -35429.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35436.355469 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -35436.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35447.890625 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -35447.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35457.777344 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -35457.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35458.449219 Penalty: 2006.480469
	Iteration 10F: 3 clusters Score -35458.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35477.105469 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -35477.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35480.851562 Penalty: 2006.480469
	Iteration 12Q: 3 clusters Score -35480.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35480.851562 Penalty: 2006.480469
	Iteration 13F: 3 clusters Score -35480.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178050 members 
Entering Unmasked Estep 
Score: -16644508.000000 Penalty: 1964.595703
	Iteration 0F: 2 clusters Score -1.664451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -16528070.000000 Penalty: 3929.191406
	Iteration 0F: 3 clusters Score -1.652807e+07 nChanged 86262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -16580791.000000 Penalty: 3929.191406
	Iteration 1F: 3 clusters Score -1.658079e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -16583972.000000 Penalty: 3929.191406
	Iteration 2Q: 3 clusters Score -1.658397e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -16589840.000000 Penalty: 3929.191406
	Iteration 3F: 3 clusters Score -1.658984e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 128441 members 
Entering Unmasked Estep 
Score: -16599775.000000 Penalty: 3929.191406
	Iteration 4F: 3 clusters Score -1.659978e+07 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 143643 members 
Entering Unmasked Estep 
Score: -16613087.000000 Penalty: 3929.191406
	Iteration 5F: 3 clusters Score -1.661309e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -16628099.000000 Penalty: 3929.191406
	Iteration 6F: 3 clusters Score -1.66281e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 168220 members 
Entering Unmasked Estep 
Score: -16637240.000000 Penalty: 3929.191406
	Iteration 7F: 3 clusters Score -1.663724e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 174091 members 
Entering Unmasked Estep 
Score: -16641034.000000 Penalty: 3929.191406
	Iteration 8Q: 3 clusters Score -1.664103e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 176556 members 
Entering Unmasked Estep 
Score: -16642220.000000 Penalty: 3929.191406
	Iteration 9Q: 3 clusters Score -1.664222e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -16642633.000000 Penalty: 3929.191406
	Iteration 10Q: 3 clusters Score -1.664263e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -16642760.000000 Penalty: 3929.191406
	Iteration 11Q: 3 clusters Score -1.664276e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 177668 members 
Entering Unmasked Estep 
Score: -16642833.000000 Penalty: 3929.191406
	Iteration 12Q: 3 clusters Score -1.664283e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -16642889.000000 Penalty: 3929.191406
	Iteration 13Q: 3 clusters Score -1.664289e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 177733 members 
Entering Unmasked Estep 
Score: -16642914.000000 Penalty: 3929.191406
	Iteration 14Q: 3 clusters Score -1.664291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 177754 members 
Entering Unmasked Estep 
Score: -16642958.000000 Penalty: 3929.191406
	Iteration 15Q: 3 clusters Score -1.664296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177762 members 
Entering Unmasked Estep 
Score: -16642955.000000 Penalty: 3929.191406
	Iteration 16Q: 3 clusters Score -1.664296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177762 members 
Entering Unmasked Estep 
Score: -16642954.000000 Penalty: 3929.191406
	Iteration 17Q: 3 clusters Score -1.664295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177762 members 
Entering Unmasked Estep 
Score: -16642960.000000 Penalty: 3929.191406
	Iteration 18Q: 3 clusters Score -1.664296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 177763 members 
Entering Unmasked Estep 
Score: -16642965.000000 Penalty: 3929.191406
	Iteration 19Q: 3 clusters Score -1.664296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 177765 members 
Entering Unmasked Estep 
Score: -16642975.000000 Penalty: 3929.191406
	Iteration 20F: 3 clusters Score -1.664298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 177764 members 
Entering Unmasked Estep 
Score: -16642977.000000 Penalty: 3929.191406
	Iteration 21Q: 3 clusters Score -1.664298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -16642971.000000 Penalty: 3929.191406
	Iteration 22Q: 3 clusters Score -1.664297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -16642978.000000 Penalty: 3929.191406
	Iteration 23Q: 3 clusters Score -1.664298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177775 members 
Entering Unmasked Estep 
Score: -16642980.000000 Penalty: 3929.191406
	Iteration 24Q: 3 clusters Score -1.664298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -16642982.000000 Penalty: 3929.191406
	Iteration 25Q: 3 clusters Score -1.664298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 177779 members 
Entering Unmasked Estep 
Score: -16642982.000000 Penalty: 3929.191406
	Iteration 26Q: 3 clusters Score -1.664298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 177780 members 
Entering Unmasked Estep 
Score: -16642983.000000 Penalty: 3929.191406
	Iteration 27Q: 3 clusters Score -1.664298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -16642989.000000 Penalty: 3929.191406
	Iteration 28Q: 3 clusters Score -1.664299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177783 members 
Entering Unmasked Estep 
Score: -16642984.000000 Penalty: 3929.191406
	Iteration 29Q: 3 clusters Score -1.664298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -16642995.000000 Penalty: 3929.191406
	Iteration 30Q: 3 clusters Score -1.6643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -16642998.000000 Penalty: 3929.191406
	Iteration 31Q: 3 clusters Score -1.6643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177782 members 
Entering Unmasked Estep 
Score: -16643000.000000 Penalty: 3929.191406
	Iteration 32Q: 3 clusters Score -1.6643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -16643015.000000 Penalty: 3929.191406
	Iteration 33Q: 3 clusters Score -1.664302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -16643025.000000 Penalty: 3929.191406
	Iteration 34Q: 3 clusters Score -1.664302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -16643020.000000 Penalty: 3929.191406
	Iteration 35Q: 3 clusters Score -1.664302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -16643027.000000 Penalty: 3929.191406
	Iteration 36Q: 3 clusters Score -1.664303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -16643032.000000 Penalty: 3929.191406
	Iteration 37Q: 3 clusters Score -1.664303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -16643025.000000 Penalty: 3929.191406
	Iteration 38Q: 3 clusters Score -1.664302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -16643028.000000 Penalty: 3929.191406
	Iteration 39Q: 3 clusters Score -1.664303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -16643031.000000 Penalty: 3929.191406
	Iteration 40F: 3 clusters Score -1.664303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -506331.812500 Penalty: 1393.818848
	Iteration 0F: 2 clusters Score -506331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -502126.937500 Penalty: 2787.637695
	Iteration 0F: 3 clusters Score -502126.9 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -503373.468750 Penalty: 2787.637695
	Iteration 1F: 3 clusters Score -503373.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -503564.250000 Penalty: 2787.637695
	Iteration 2F: 3 clusters Score -503564.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -503680.000000 Penalty: 2787.637695
	Iteration 3Q: 3 clusters Score -503680 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -503772.125000 Penalty: 2787.637695
	Iteration 4Q: 3 clusters Score -503772.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -503860.375000 Penalty: 2787.637695
	Iteration 5Q: 3 clusters Score -503860.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -503940.125000 Penalty: 2787.637695
	Iteration 6Q: 3 clusters Score -503940.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -504020.656250 Penalty: 2787.637695
	Iteration 7Q: 3 clusters Score -504020.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -504110.843750 Penalty: 2787.637695
	Iteration 8Q: 3 clusters Score -504110.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -504206.187500 Penalty: 2787.637695
	Iteration 9Q: 3 clusters Score -504206.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -504316.750000 Penalty: 2787.637695
	Iteration 10Q: 3 clusters Score -504316.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -504416.250000 Penalty: 2787.637695
	Iteration 11Q: 3 clusters Score -504416.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -504498.718750 Penalty: 2787.637695
	Iteration 12Q: 3 clusters Score -504498.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -504570.125000 Penalty: 2787.637695
	Iteration 13Q: 3 clusters Score -504570.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -504633.281250 Penalty: 2787.637695
	Iteration 14Q: 3 clusters Score -504633.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -504678.062500 Penalty: 2787.637695
	Iteration 15Q: 3 clusters Score -504678.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -504722.468750 Penalty: 2787.637695
	Iteration 16Q: 3 clusters Score -504722.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -504759.906250 Penalty: 2787.637695
	Iteration 17Q: 3 clusters Score -504759.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -504781.937500 Penalty: 2787.637695
	Iteration 18Q: 3 clusters Score -504781.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -504801.093750 Penalty: 2787.637695
	Iteration 19Q: 3 clusters Score -504801.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -504818.781250 Penalty: 2787.637695
	Iteration 20F: 3 clusters Score -504818.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -504833.500000 Penalty: 2787.637695
	Iteration 21Q: 3 clusters Score -504833.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -504848.218750 Penalty: 2787.637695
	Iteration 22Q: 3 clusters Score -504848.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -504859.906250 Penalty: 2787.637695
	Iteration 23Q: 3 clusters Score -504859.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -504870.375000 Penalty: 2787.637695
	Iteration 24Q: 3 clusters Score -504870.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -504884.656250 Penalty: 2787.637695
	Iteration 25Q: 3 clusters Score -504884.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -504895.781250 Penalty: 2787.637695
	Iteration 26Q: 3 clusters Score -504895.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -504907.531250 Penalty: 2787.637695
	Iteration 27Q: 3 clusters Score -504907.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -504916.781250 Penalty: 2787.637695
	Iteration 28Q: 3 clusters Score -504916.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -504926.937500 Penalty: 2787.637695
	Iteration 29Q: 3 clusters Score -504926.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -504934.656250 Penalty: 2787.637695
	Iteration 30Q: 3 clusters Score -504934.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -504944.968750 Penalty: 2787.637695
	Iteration 31Q: 3 clusters Score -504945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -504955.468750 Penalty: 2787.637695
	Iteration 32Q: 3 clusters Score -504955.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -504965.656250 Penalty: 2787.637695
	Iteration 33Q: 3 clusters Score -504965.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -504969.531250 Penalty: 2787.637695
	Iteration 34Q: 3 clusters Score -504969.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -504977.218750 Penalty: 2787.637695
	Iteration 35Q: 3 clusters Score -504977.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -504982.281250 Penalty: 2787.637695
	Iteration 36Q: 3 clusters Score -504982.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -504987.062500 Penalty: 2787.637695
	Iteration 37Q: 3 clusters Score -504987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -504990.406250 Penalty: 2787.637695
	Iteration 38Q: 3 clusters Score -504990.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -504994.250000 Penalty: 2787.637695
	Iteration 39Q: 3 clusters Score -504994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -504997.406250 Penalty: 2787.637695
	Iteration 40F: 3 clusters Score -504997.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -505000.000000 Penalty: 2787.637695
	Iteration 41Q: 3 clusters Score -505000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -505004.468750 Penalty: 2787.637695
	Iteration 42Q: 3 clusters Score -505004.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -505008.125000 Penalty: 2787.637695
	Iteration 43Q: 3 clusters Score -505008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -505015.187500 Penalty: 2787.637695
	Iteration 44Q: 3 clusters Score -505015.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -505020.250000 Penalty: 2787.637695
	Iteration 45Q: 3 clusters Score -505020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -505023.906250 Penalty: 2787.637695
	Iteration 46Q: 3 clusters Score -505023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -505025.781250 Penalty: 2787.637695
	Iteration 47Q: 3 clusters Score -505025.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -505031.000000 Penalty: 2787.637695
	Iteration 48Q: 3 clusters Score -505031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -505034.656250 Penalty: 2787.637695
	Iteration 49Q: 3 clusters Score -505034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -505037.031250 Penalty: 2787.637695
	Iteration 50Q: 3 clusters Score -505037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -505039.062500 Penalty: 2787.637695
	Iteration 51Q: 3 clusters Score -505039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -505039.281250 Penalty: 2787.637695
	Iteration 52Q: 3 clusters Score -505039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -505041.843750 Penalty: 2787.637695
	Iteration 53Q: 3 clusters Score -505041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -505045.218750 Penalty: 2787.637695
	Iteration 54Q: 3 clusters Score -505045.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -505048.312500 Penalty: 2787.637695
	Iteration 55Q: 3 clusters Score -505048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -505050.312500 Penalty: 2787.637695
	Iteration 56Q: 3 clusters Score -505050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -505051.843750 Penalty: 2787.637695
	Iteration 57Q: 3 clusters Score -505051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -505053.750000 Penalty: 2787.637695
	Iteration 58Q: 3 clusters Score -505053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -505055.875000 Penalty: 2787.637695
	Iteration 59Q: 3 clusters Score -505055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -505058.000000 Penalty: 2787.637695
	Iteration 60F: 3 clusters Score -505058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -505062.187500 Penalty: 2787.637695
	Iteration 61Q: 3 clusters Score -505062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -505066.375000 Penalty: 2787.637695
	Iteration 62Q: 3 clusters Score -505066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -505072.312500 Penalty: 2787.637695
	Iteration 63Q: 3 clusters Score -505072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -505077.812500 Penalty: 2787.637695
	Iteration 64Q: 3 clusters Score -505077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -505081.218750 Penalty: 2787.637695
	Iteration 65Q: 3 clusters Score -505081.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -505085.250000 Penalty: 2787.637695
	Iteration 66Q: 3 clusters Score -505085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -505090.218750 Penalty: 2787.637695
	Iteration 67Q: 3 clusters Score -505090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -505095.531250 Penalty: 2787.637695
	Iteration 68Q: 3 clusters Score -505095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -505102.656250 Penalty: 2787.637695
	Iteration 69Q: 3 clusters Score -505102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -505106.812500 Penalty: 2787.637695
	Iteration 70Q: 3 clusters Score -505106.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -505110.812500 Penalty: 2787.637695
	Iteration 71Q: 3 clusters Score -505110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -505114.812500 Penalty: 2787.637695
	Iteration 72Q: 3 clusters Score -505114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -505119.781250 Penalty: 2787.637695
	Iteration 73Q: 3 clusters Score -505119.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -505123.843750 Penalty: 2787.637695
	Iteration 74Q: 3 clusters Score -505123.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -505128.343750 Penalty: 2787.637695
	Iteration 75Q: 3 clusters Score -505128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -505129.375000 Penalty: 2787.637695
	Iteration 76Q: 3 clusters Score -505129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -505129.562500 Penalty: 2787.637695
	Iteration 77Q: 3 clusters Score -505129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -505129.906250 Penalty: 2787.637695
	Iteration 78Q: 3 clusters Score -505129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -505131.125000 Penalty: 2787.637695
	Iteration 79Q: 3 clusters Score -505131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -505132.406250 Penalty: 2787.637695
	Iteration 80F: 3 clusters Score -505132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -505132.031250 Penalty: 2787.637695
	Iteration 81Q: 3 clusters Score -505132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -505132.031250 Penalty: 2787.637695
	Iteration 82F: 3 clusters Score -505132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Entering Unmasked Estep 
Score: -3741880.250000 Penalty: 1719.563232
	Iteration 0F: 2 clusters Score -3741880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3715425.500000 Penalty: 3439.126465
	Iteration 0F: 3 clusters Score -3715426 nChanged 18347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3725606.000000 Penalty: 3439.126465
	Iteration 1F: 3 clusters Score -3725606 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3725995.250000 Penalty: 3439.126465
	Iteration 2Q: 3 clusters Score -3725995 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3726339.250000 Penalty: 3439.126465
	Iteration 3Q: 3 clusters Score -3726339 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3726715.500000 Penalty: 3439.126465
	Iteration 4Q: 3 clusters Score -3726716 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3727141.500000 Penalty: 3439.126465
	Iteration 5Q: 3 clusters Score -3727142 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3727744.250000 Penalty: 3439.126465
	Iteration 6Q: 3 clusters Score -3727744 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3728592.500000 Penalty: 3439.126465
	Iteration 7Q: 3 clusters Score -3728592 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3729863.750000 Penalty: 3439.126465
	Iteration 8F: 3 clusters Score -3729864 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3731631.250000 Penalty: 3439.126465
	Iteration 9F: 3 clusters Score -3731631 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3733543.250000 Penalty: 3439.126465
	Iteration 10F: 3 clusters Score -3733543 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3734852.250000 Penalty: 3439.126465
	Iteration 11F: 3 clusters Score -3734852 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3735452.500000 Penalty: 3439.126465
	Iteration 12Q: 3 clusters Score -3735452 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3735835.250000 Penalty: 3439.126465
	Iteration 13Q: 3 clusters Score -3735835 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3736089.000000 Penalty: 3439.126465
	Iteration 14Q: 3 clusters Score -3736089 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3736308.000000 Penalty: 3439.126465
	Iteration 15Q: 3 clusters Score -3736308 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3736521.250000 Penalty: 3439.126465
	Iteration 16Q: 3 clusters Score -3736521 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3736749.000000 Penalty: 3439.126465
	Iteration 17Q: 3 clusters Score -3736749 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3736950.000000 Penalty: 3439.126465
	Iteration 18Q: 3 clusters Score -3736950 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3737158.750000 Penalty: 3439.126465
	Iteration 19Q: 3 clusters Score -3737159 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3737334.000000 Penalty: 3439.126465
	Iteration 20F: 3 clusters Score -3737334 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3737471.750000 Penalty: 3439.126465
	Iteration 21Q: 3 clusters Score -3737472 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3737604.000000 Penalty: 3439.126465
	Iteration 22Q: 3 clusters Score -3737604 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3737724.000000 Penalty: 3439.126465
	Iteration 23Q: 3 clusters Score -3737724 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3737831.000000 Penalty: 3439.126465
	Iteration 24Q: 3 clusters Score -3737831 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3737936.250000 Penalty: 3439.126465
	Iteration 25Q: 3 clusters Score -3737936 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3738027.000000 Penalty: 3439.126465
	Iteration 26Q: 3 clusters Score -3738027 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -3738121.500000 Penalty: 3439.126465
	Iteration 27Q: 3 clusters Score -3738122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3738215.500000 Penalty: 3439.126465
	Iteration 28Q: 3 clusters Score -3738216 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3738273.500000 Penalty: 3439.126465
	Iteration 29Q: 3 clusters Score -3738274 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3738348.250000 Penalty: 3439.126465
	Iteration 30Q: 3 clusters Score -3738348 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -3738429.250000 Penalty: 3439.126465
	Iteration 31Q: 3 clusters Score -3738429 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -3738481.250000 Penalty: 3439.126465
	Iteration 32Q: 3 clusters Score -3738481 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3738564.250000 Penalty: 3439.126465
	Iteration 33Q: 3 clusters Score -3738564 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -3738648.500000 Penalty: 3439.126465
	Iteration 34Q: 3 clusters Score -3738648 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -3738750.250000 Penalty: 3439.126465
	Iteration 35Q: 3 clusters Score -3738750 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -3738855.750000 Penalty: 3439.126465
	Iteration 36Q: 3 clusters Score -3738856 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -3738937.500000 Penalty: 3439.126465
	Iteration 37Q: 3 clusters Score -3738938 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -3739040.250000 Penalty: 3439.126465
	Iteration 38Q: 3 clusters Score -3739040 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -3739154.000000 Penalty: 3439.126465
	Iteration 39Q: 3 clusters Score -3739154 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -3739255.750000 Penalty: 3439.126465
	Iteration 40F: 3 clusters Score -3739256 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3739348.000000 Penalty: 3439.126465
	Iteration 41Q: 3 clusters Score -3739348 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -3739436.000000 Penalty: 3439.126465
	Iteration 42Q: 3 clusters Score -3739436 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -3739514.500000 Penalty: 3439.126465
	Iteration 43Q: 3 clusters Score -3739514 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -3739586.250000 Penalty: 3439.126465
	Iteration 44Q: 3 clusters Score -3739586 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -3739640.750000 Penalty: 3439.126465
	Iteration 45Q: 3 clusters Score -3739641 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -3739705.250000 Penalty: 3439.126465
	Iteration 46Q: 3 clusters Score -3739705 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -3739750.500000 Penalty: 3439.126465
	Iteration 47Q: 3 clusters Score -3739750 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -3739801.000000 Penalty: 3439.126465
	Iteration 48Q: 3 clusters Score -3739801 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -3739848.750000 Penalty: 3439.126465
	Iteration 49Q: 3 clusters Score -3739849 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3739899.250000 Penalty: 3439.126465
	Iteration 50Q: 3 clusters Score -3739899 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -3739938.500000 Penalty: 3439.126465
	Iteration 51Q: 3 clusters Score -3739938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -3739980.750000 Penalty: 3439.126465
	Iteration 52Q: 3 clusters Score -3739981 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -3740010.750000 Penalty: 3439.126465
	Iteration 53Q: 3 clusters Score -3740011 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -3740050.000000 Penalty: 3439.126465
	Iteration 54Q: 3 clusters Score -3740050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -3740084.000000 Penalty: 3439.126465
	Iteration 55Q: 3 clusters Score -3740084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -3740106.500000 Penalty: 3439.126465
	Iteration 56Q: 3 clusters Score -3740106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -3740139.250000 Penalty: 3439.126465
	Iteration 57Q: 3 clusters Score -3740139 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -3740167.500000 Penalty: 3439.126465
	Iteration 58Q: 3 clusters Score -3740168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -3740180.500000 Penalty: 3439.126465
	Iteration 59Q: 3 clusters Score -3740180 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -3740206.000000 Penalty: 3439.126465
	Iteration 60F: 3 clusters Score -3740206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -3740222.500000 Penalty: 3439.126465
	Iteration 61Q: 3 clusters Score -3740222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -3740233.250000 Penalty: 3439.126465
	Iteration 62Q: 3 clusters Score -3740233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -3740260.750000 Penalty: 3439.126465
	Iteration 63Q: 3 clusters Score -3740261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -3740283.250000 Penalty: 3439.126465
	Iteration 64Q: 3 clusters Score -3740283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -3740286.000000 Penalty: 3439.126465
	Iteration 65Q: 3 clusters Score -3740286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -3740298.500000 Penalty: 3439.126465
	Iteration 66Q: 3 clusters Score -3740298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -3740297.250000 Penalty: 3439.126465
	Iteration 67Q: 3 clusters Score -3740297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -3740300.750000 Penalty: 3439.126465
	Iteration 68Q: 3 clusters Score -3740301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -3740303.750000 Penalty: 3439.126465
	Iteration 69Q: 3 clusters Score -3740304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -3740305.750000 Penalty: 3439.126465
	Iteration 70Q: 3 clusters Score -3740306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -3740316.500000 Penalty: 3439.126465
	Iteration 71Q: 3 clusters Score -3740316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -3740323.250000 Penalty: 3439.126465
	Iteration 72Q: 3 clusters Score -3740323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -3740331.500000 Penalty: 3439.126465
	Iteration 73Q: 3 clusters Score -3740332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -3740330.750000 Penalty: 3439.126465
	Iteration 74Q: 3 clusters Score -3740331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -3740333.000000 Penalty: 3439.126465
	Iteration 75Q: 3 clusters Score -3740333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -3740332.750000 Penalty: 3439.126465
	Iteration 76Q: 3 clusters Score -3740333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -3740338.500000 Penalty: 3439.126465
	Iteration 77Q: 3 clusters Score -3740338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -3740337.000000 Penalty: 3439.126465
	Iteration 78Q: 3 clusters Score -3740337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -3740342.750000 Penalty: 3439.126465
	Iteration 79Q: 3 clusters Score -3740343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -3740340.250000 Penalty: 3439.126465
	Iteration 80F: 3 clusters Score -3740340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -3740343.500000 Penalty: 3439.126465
	Iteration 81Q: 3 clusters Score -3740344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -3740352.000000 Penalty: 3439.126465
	Iteration 82Q: 3 clusters Score -3740352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -3740354.500000 Penalty: 3439.126465
	Iteration 83Q: 3 clusters Score -3740354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -3740355.000000 Penalty: 3439.126465
	Iteration 84Q: 3 clusters Score -3740355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -3740353.000000 Penalty: 3439.126465
	Iteration 85Q: 3 clusters Score -3740353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -3740360.250000 Penalty: 3439.126465
	Iteration 86Q: 3 clusters Score -3740360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -3740361.750000 Penalty: 3439.126465
	Iteration 87Q: 3 clusters Score -3740362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -3740364.750000 Penalty: 3439.126465
	Iteration 88Q: 3 clusters Score -3740365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -3740375.250000 Penalty: 3439.126465
	Iteration 89Q: 3 clusters Score -3740375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -3740376.500000 Penalty: 3439.126465
	Iteration 90Q: 3 clusters Score -3740376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -3740380.750000 Penalty: 3439.126465
	Iteration 91Q: 3 clusters Score -3740381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -3740378.500000 Penalty: 3439.126465
	Iteration 92Q: 3 clusters Score -3740378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -3740374.000000 Penalty: 3439.126465
	Iteration 93Q: 3 clusters Score -3740374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -3740381.250000 Penalty: 3439.126465
	Iteration 94Q: 3 clusters Score -3740381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -3740380.500000 Penalty: 3439.126465
	Iteration 95Q: 3 clusters Score -3740380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -3740381.750000 Penalty: 3439.126465
	Iteration 96Q: 3 clusters Score -3740382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -3740384.500000 Penalty: 3439.126465
	Iteration 97Q: 3 clusters Score -3740384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -3740382.500000 Penalty: 3439.126465
	Iteration 98Q: 3 clusters Score -3740382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -3740387.000000 Penalty: 3439.126465
	Iteration 99Q: 3 clusters Score -3740387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -3740396.750000 Penalty: 3439.126465
	Iteration 100F: 3 clusters Score -3740397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -3740399.250000 Penalty: 3439.126465
	Iteration 101Q: 3 clusters Score -3740399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -3740404.000000 Penalty: 3439.126465
	Iteration 102Q: 3 clusters Score -3740404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -3740402.250000 Penalty: 3439.126465
	Iteration 103Q: 3 clusters Score -3740402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -3740407.750000 Penalty: 3439.126465
	Iteration 104Q: 3 clusters Score -3740408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -3740412.000000 Penalty: 3439.126465
	Iteration 105Q: 3 clusters Score -3740412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -3740418.500000 Penalty: 3439.126465
	Iteration 106Q: 3 clusters Score -3740418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -3740422.000000 Penalty: 3439.126465
	Iteration 107Q: 3 clusters Score -3740422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -3740420.500000 Penalty: 3439.126465
	Iteration 108Q: 3 clusters Score -3740420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -3740419.750000 Penalty: 3439.126465
	Iteration 109Q: 3 clusters Score -3740420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -3740429.750000 Penalty: 3439.126465
	Iteration 110Q: 3 clusters Score -3740430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -3740428.500000 Penalty: 3439.126465
	Iteration 111Q: 3 clusters Score -3740428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -3740428.750000 Penalty: 3439.126465
	Iteration 112Q: 3 clusters Score -3740429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -3740428.750000 Penalty: 3439.126465
	Iteration 113F: 3 clusters Score -3740429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Entering Unmasked Estep 
Score: -490139.093750 Penalty: 1393.144287
	Iteration 0F: 2 clusters Score -490139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -485974.156250 Penalty: 2786.288574
	Iteration 0F: 3 clusters Score -485974.2 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -487124.687500 Penalty: 2786.288574
	Iteration 1F: 3 clusters Score -487124.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -487279.500000 Penalty: 2786.288574
	Iteration 2F: 3 clusters Score -487279.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -487386.718750 Penalty: 2786.288574
	Iteration 3Q: 3 clusters Score -487386.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -487464.937500 Penalty: 2786.288574
	Iteration 4Q: 3 clusters Score -487464.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -487529.656250 Penalty: 2786.288574
	Iteration 5Q: 3 clusters Score -487529.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -487574.687500 Penalty: 2786.288574
	Iteration 6Q: 3 clusters Score -487574.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -487614.625000 Penalty: 2786.288574
	Iteration 7Q: 3 clusters Score -487614.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -487661.156250 Penalty: 2786.288574
	Iteration 8Q: 3 clusters Score -487661.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -487715.156250 Penalty: 2786.288574
	Iteration 9Q: 3 clusters Score -487715.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -487770.156250 Penalty: 2786.288574
	Iteration 10Q: 3 clusters Score -487770.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -487829.437500 Penalty: 2786.288574
	Iteration 11Q: 3 clusters Score -487829.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -487894.406250 Penalty: 2786.288574
	Iteration 12Q: 3 clusters Score -487894.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -487954.812500 Penalty: 2786.288574
	Iteration 13Q: 3 clusters Score -487954.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -488024.250000 Penalty: 2786.288574
	Iteration 14Q: 3 clusters Score -488024.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -488089.906250 Penalty: 2786.288574
	Iteration 15Q: 3 clusters Score -488089.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -488164.500000 Penalty: 2786.288574
	Iteration 16Q: 3 clusters Score -488164.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -488246.875000 Penalty: 2786.288574
	Iteration 17Q: 3 clusters Score -488246.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -488336.937500 Penalty: 2786.288574
	Iteration 18Q: 3 clusters Score -488336.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -488421.187500 Penalty: 2786.288574
	Iteration 19Q: 3 clusters Score -488421.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -488521.656250 Penalty: 2786.288574
	Iteration 20F: 3 clusters Score -488521.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -488607.187500 Penalty: 2786.288574
	Iteration 21Q: 3 clusters Score -488607.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -488679.031250 Penalty: 2786.288574
	Iteration 22Q: 3 clusters Score -488679 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -488745.687500 Penalty: 2786.288574
	Iteration 23Q: 3 clusters Score -488745.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -488789.218750 Penalty: 2786.288574
	Iteration 24Q: 3 clusters Score -488789.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -488829.343750 Penalty: 2786.288574
	Iteration 25Q: 3 clusters Score -488829.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -488850.093750 Penalty: 2786.288574
	Iteration 26Q: 3 clusters Score -488850.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -488866.750000 Penalty: 2786.288574
	Iteration 27Q: 3 clusters Score -488866.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -488877.875000 Penalty: 2786.288574
	Iteration 28Q: 3 clusters Score -488877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -488888.187500 Penalty: 2786.288574
	Iteration 29Q: 3 clusters Score -488888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -488893.093750 Penalty: 2786.288574
	Iteration 30Q: 3 clusters Score -488893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -488899.687500 Penalty: 2786.288574
	Iteration 31Q: 3 clusters Score -488899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -488901.218750 Penalty: 2786.288574
	Iteration 32Q: 3 clusters Score -488901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -488902.218750 Penalty: 2786.288574
	Iteration 33Q: 3 clusters Score -488902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -488902.218750 Penalty: 2786.288574
	Iteration 34F: 3 clusters Score -488902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -316258.625000 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -316258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -313113.562500 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -313113.6 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -313901.625000 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -313901.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -314087.312500 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -314087.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -314208.031250 Penalty: 2660.419922
	Iteration 3F: 3 clusters Score -314208 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -314316.062500 Penalty: 2660.419922
	Iteration 4Q: 3 clusters Score -314316.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -314421.656250 Penalty: 2660.419922
	Iteration 5Q: 3 clusters Score -314421.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -314526.625000 Penalty: 2660.419922
	Iteration 6Q: 3 clusters Score -314526.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -314619.156250 Penalty: 2660.419922
	Iteration 7Q: 3 clusters Score -314619.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -314691.781250 Penalty: 2660.419922
	Iteration 8Q: 3 clusters Score -314691.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -314770.750000 Penalty: 2660.419922
	Iteration 9Q: 3 clusters Score -314770.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -314861.312500 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -314861.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -314954.687500 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -314954.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -315035.781250 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -315035.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -315104.437500 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -315104.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -315160.125000 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -315160.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -315218.375000 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -315218.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -315259.750000 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -315259.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -315278.812500 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -315278.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -315292.125000 Penalty: 2660.419922
	Iteration 18Q: 3 clusters Score -315292.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -315305.531250 Penalty: 2660.419922
	Iteration 19Q: 3 clusters Score -315305.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -315316.343750 Penalty: 2660.419922
	Iteration 20F: 3 clusters Score -315316.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -315324.156250 Penalty: 2660.419922
	Iteration 21Q: 3 clusters Score -315324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -315326.375000 Penalty: 2660.419922
	Iteration 22Q: 3 clusters Score -315326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -315329.656250 Penalty: 2660.419922
	Iteration 23Q: 3 clusters Score -315329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -315332.906250 Penalty: 2660.419922
	Iteration 24Q: 3 clusters Score -315332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -315334.500000 Penalty: 2660.419922
	Iteration 25Q: 3 clusters Score -315334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -315334.781250 Penalty: 2660.419922
	Iteration 26Q: 3 clusters Score -315334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -315334.781250 Penalty: 2660.419922
	Iteration 27F: 3 clusters Score -315334.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37982.734375 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -37982.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36959.398438 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -36959.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37280.304688 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -37280.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37440.753906 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -37440.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37534.707031 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -37534.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37609.828125 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -37609.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37679.734375 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -37679.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37712.257812 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -37712.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37727.414062 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -37727.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37735.523438 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -37735.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37736.253906 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -37736.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37736.253906 Penalty: 2057.738037
	Iteration 10F: 3 clusters Score -37736.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Entering Unmasked Estep 
Score: -856127.875000 Penalty: 1482.511353
	Iteration 0F: 2 clusters Score -856127.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -849557.812500 Penalty: 2965.022705
	Iteration 0F: 3 clusters Score -849557.8 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -851555.687500 Penalty: 2965.022705
	Iteration 1F: 3 clusters Score -851555.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -851831.937500 Penalty: 2965.022705
	Iteration 2F: 3 clusters Score -851831.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -852110.562500 Penalty: 2965.022705
	Iteration 3F: 3 clusters Score -852110.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -852408.812500 Penalty: 2965.022705
	Iteration 4F: 3 clusters Score -852408.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -852815.375000 Penalty: 2965.022705
	Iteration 5F: 3 clusters Score -852815.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -853281.500000 Penalty: 2965.022705
	Iteration 6F: 3 clusters Score -853281.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -853716.875000 Penalty: 2965.022705
	Iteration 7F: 3 clusters Score -853716.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -854055.500000 Penalty: 2965.022705
	Iteration 8F: 3 clusters Score -854055.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -854263.125000 Penalty: 2965.022705
	Iteration 9Q: 3 clusters Score -854263.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -854381.250000 Penalty: 2965.022705
	Iteration 10Q: 3 clusters Score -854381.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -854479.437500 Penalty: 2965.022705
	Iteration 11Q: 3 clusters Score -854479.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -854556.312500 Penalty: 2965.022705
	Iteration 12Q: 3 clusters Score -854556.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -854621.750000 Penalty: 2965.022705
	Iteration 13Q: 3 clusters Score -854621.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -854684.937500 Penalty: 2965.022705
	Iteration 14Q: 3 clusters Score -854684.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -854742.187500 Penalty: 2965.022705
	Iteration 15Q: 3 clusters Score -854742.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -854794.812500 Penalty: 2965.022705
	Iteration 16Q: 3 clusters Score -854794.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -854848.062500 Penalty: 2965.022705
	Iteration 17Q: 3 clusters Score -854848.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -854915.125000 Penalty: 2965.022705
	Iteration 18Q: 3 clusters Score -854915.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -854974.625000 Penalty: 2965.022705
	Iteration 19Q: 3 clusters Score -854974.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -855038.312500 Penalty: 2965.022705
	Iteration 20F: 3 clusters Score -855038.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -855091.500000 Penalty: 2965.022705
	Iteration 21Q: 3 clusters Score -855091.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -855131.750000 Penalty: 2965.022705
	Iteration 22Q: 3 clusters Score -855131.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -855160.500000 Penalty: 2965.022705
	Iteration 23Q: 3 clusters Score -855160.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -855191.125000 Penalty: 2965.022705
	Iteration 24Q: 3 clusters Score -855191.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -855206.062500 Penalty: 2965.022705
	Iteration 25Q: 3 clusters Score -855206.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -855216.687500 Penalty: 2965.022705
	Iteration 26Q: 3 clusters Score -855216.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -855226.437500 Penalty: 2965.022705
	Iteration 27Q: 3 clusters Score -855226.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -855231.750000 Penalty: 2965.022705
	Iteration 28Q: 3 clusters Score -855231.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -855233.187500 Penalty: 2965.022705
	Iteration 29Q: 3 clusters Score -855233.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -855238.437500 Penalty: 2965.022705
	Iteration 30Q: 3 clusters Score -855238.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -855244.625000 Penalty: 2965.022705
	Iteration 31Q: 3 clusters Score -855244.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -855248.000000 Penalty: 2965.022705
	Iteration 32Q: 3 clusters Score -855248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -855252.500000 Penalty: 2965.022705
	Iteration 33Q: 3 clusters Score -855252.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -855256.562500 Penalty: 2965.022705
	Iteration 34Q: 3 clusters Score -855256.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -855257.812500 Penalty: 2965.022705
	Iteration 35Q: 3 clusters Score -855257.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -855264.125000 Penalty: 2965.022705
	Iteration 36Q: 3 clusters Score -855264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -855268.437500 Penalty: 2965.022705
	Iteration 37Q: 3 clusters Score -855268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -855268.812500 Penalty: 2965.022705
	Iteration 38Q: 3 clusters Score -855268.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -855272.000000 Penalty: 2965.022705
	Iteration 39Q: 3 clusters Score -855272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -855272.250000 Penalty: 2965.022705
	Iteration 40F: 3 clusters Score -855272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -855272.812500 Penalty: 2965.022705
	Iteration 41Q: 3 clusters Score -855272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -855271.875000 Penalty: 2965.022705
	Iteration 42Q: 3 clusters Score -855271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -855273.625000 Penalty: 2965.022705
	Iteration 43Q: 3 clusters Score -855273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -855274.250000 Penalty: 2965.022705
	Iteration 44Q: 3 clusters Score -855274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -855274.625000 Penalty: 2965.022705
	Iteration 45Q: 3 clusters Score -855274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -855273.562500 Penalty: 2965.022705
	Iteration 46Q: 3 clusters Score -855273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -855273.562500 Penalty: 2965.022705
	Iteration 47F: 3 clusters Score -855273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Entering Unmasked Estep 
Score: -5177231.500000 Penalty: 1772.890259
	Iteration 0F: 2 clusters Score -5177232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -5140513.000000 Penalty: 3545.780518
	Iteration 0F: 3 clusters Score -5140513 nChanged 25929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -5155092.000000 Penalty: 3545.780518
	Iteration 1F: 3 clusters Score -5155092 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -5155512.500000 Penalty: 3545.780518
	Iteration 2Q: 3 clusters Score -5155512 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -5155870.000000 Penalty: 3545.780518
	Iteration 3Q: 3 clusters Score -5155870 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5156272.500000 Penalty: 3545.780518
	Iteration 4Q: 3 clusters Score -5156272 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5156765.500000 Penalty: 3545.780518
	Iteration 5Q: 3 clusters Score -5156766 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -5157548.000000 Penalty: 3545.780518
	Iteration 6Q: 3 clusters Score -5157548 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -5158842.000000 Penalty: 3545.780518
	Iteration 7Q: 3 clusters Score -5158842 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5161008.000000 Penalty: 3545.780518
	Iteration 8F: 3 clusters Score -5161008 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5164146.500000 Penalty: 3545.780518
	Iteration 9F: 3 clusters Score -5164146 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -5167940.000000 Penalty: 3545.780518
	Iteration 10F: 3 clusters Score -5167940 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -5171148.500000 Penalty: 3545.780518
	Iteration 11F: 3 clusters Score -5171148 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -5172995.000000 Penalty: 3545.780518
	Iteration 12Q: 3 clusters Score -5172995 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5173888.000000 Penalty: 3545.780518
	Iteration 13Q: 3 clusters Score -5173888 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -5174412.500000 Penalty: 3545.780518
	Iteration 14Q: 3 clusters Score -5174412 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5174700.500000 Penalty: 3545.780518
	Iteration 15Q: 3 clusters Score -5174700 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -5174889.500000 Penalty: 3545.780518
	Iteration 16Q: 3 clusters Score -5174890 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5175039.000000 Penalty: 3545.780518
	Iteration 17Q: 3 clusters Score -5175039 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5175171.500000 Penalty: 3545.780518
	Iteration 18Q: 3 clusters Score -5175172 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -5175293.500000 Penalty: 3545.780518
	Iteration 19Q: 3 clusters Score -5175294 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5175399.000000 Penalty: 3545.780518
	Iteration 20F: 3 clusters Score -5175399 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5175488.000000 Penalty: 3545.780518
	Iteration 21Q: 3 clusters Score -5175488 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5175546.500000 Penalty: 3545.780518
	Iteration 22Q: 3 clusters Score -5175546 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5175609.000000 Penalty: 3545.780518
	Iteration 23Q: 3 clusters Score -5175609 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5175638.500000 Penalty: 3545.780518
	Iteration 24Q: 3 clusters Score -5175638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -5175708.500000 Penalty: 3545.780518
	Iteration 25Q: 3 clusters Score -5175708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5175749.500000 Penalty: 3545.780518
	Iteration 26Q: 3 clusters Score -5175750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5175774.500000 Penalty: 3545.780518
	Iteration 27Q: 3 clusters Score -5175774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5175818.500000 Penalty: 3545.780518
	Iteration 28Q: 3 clusters Score -5175818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5175828.000000 Penalty: 3545.780518
	Iteration 29Q: 3 clusters Score -5175828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5175849.500000 Penalty: 3545.780518
	Iteration 30Q: 3 clusters Score -5175850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5175874.000000 Penalty: 3545.780518
	Iteration 31Q: 3 clusters Score -5175874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5175893.500000 Penalty: 3545.780518
	Iteration 32Q: 3 clusters Score -5175894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5175906.500000 Penalty: 3545.780518
	Iteration 33Q: 3 clusters Score -5175906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5175921.000000 Penalty: 3545.780518
	Iteration 34Q: 3 clusters Score -5175921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5175940.500000 Penalty: 3545.780518
	Iteration 35Q: 3 clusters Score -5175940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5175956.500000 Penalty: 3545.780518
	Iteration 36Q: 3 clusters Score -5175956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5175967.500000 Penalty: 3545.780518
	Iteration 37Q: 3 clusters Score -5175968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5175975.000000 Penalty: 3545.780518
	Iteration 38Q: 3 clusters Score -5175975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5175981.500000 Penalty: 3545.780518
	Iteration 39Q: 3 clusters Score -5175982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5175982.000000 Penalty: 3545.780518
	Iteration 40F: 3 clusters Score -5175982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5175985.000000 Penalty: 3545.780518
	Iteration 41Q: 3 clusters Score -5175985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5175993.500000 Penalty: 3545.780518
	Iteration 42Q: 3 clusters Score -5175994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5176006.500000 Penalty: 3545.780518
	Iteration 43Q: 3 clusters Score -5176006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5175996.500000 Penalty: 3545.780518
	Iteration 44Q: 3 clusters Score -5175996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5175997.000000 Penalty: 3545.780518
	Iteration 45Q: 3 clusters Score -5175997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5175999.000000 Penalty: 3545.780518
	Iteration 46Q: 3 clusters Score -5175999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5176004.000000 Penalty: 3545.780518
	Iteration 47Q: 3 clusters Score -5176004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5175999.000000 Penalty: 3545.780518
	Iteration 48Q: 3 clusters Score -5175999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5176007.000000 Penalty: 3545.780518
	Iteration 49Q: 3 clusters Score -5176007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5176004.500000 Penalty: 3545.780518
	Iteration 50Q: 3 clusters Score -5176004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5176003.500000 Penalty: 3545.780518
	Iteration 51Q: 3 clusters Score -5176004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5176011.000000 Penalty: 3545.780518
	Iteration 52Q: 3 clusters Score -5176011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5176011.000000 Penalty: 3545.780518
	Iteration 53F: 3 clusters Score -5176011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Entering Unmasked Estep 
Score: -6248775.000000 Penalty: 1802.868164
	Iteration 0F: 2 clusters Score -6248775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -6204825.000000 Penalty: 3605.736328
	Iteration 0F: 3 clusters Score -6204825 nChanged 31022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6222562.000000 Penalty: 3605.736328
	Iteration 1F: 3 clusters Score -6222562 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -6223241.000000 Penalty: 3605.736328
	Iteration 2Q: 3 clusters Score -6223241 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -6224030.500000 Penalty: 3605.736328
	Iteration 3Q: 3 clusters Score -6224030 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -6225211.500000 Penalty: 3605.736328
	Iteration 4Q: 3 clusters Score -6225212 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -6227125.500000 Penalty: 3605.736328
	Iteration 5F: 3 clusters Score -6227126 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6229972.000000 Penalty: 3605.736328
	Iteration 6F: 3 clusters Score -6229972 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6233711.500000 Penalty: 3605.736328
	Iteration 7F: 3 clusters Score -6233712 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -6237556.000000 Penalty: 3605.736328
	Iteration 8F: 3 clusters Score -6237556 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -6240360.500000 Penalty: 3605.736328
	Iteration 9F: 3 clusters Score -6240360 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -6242156.500000 Penalty: 3605.736328
	Iteration 10Q: 3 clusters Score -6242156 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -6243362.000000 Penalty: 3605.736328
	Iteration 11Q: 3 clusters Score -6243362 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -6244252.000000 Penalty: 3605.736328
	Iteration 12Q: 3 clusters Score -6244252 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -6244927.500000 Penalty: 3605.736328
	Iteration 13Q: 3 clusters Score -6244928 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -6245439.500000 Penalty: 3605.736328
	Iteration 14Q: 3 clusters Score -6245440 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -6245866.000000 Penalty: 3605.736328
	Iteration 15Q: 3 clusters Score -6245866 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -6246226.500000 Penalty: 3605.736328
	Iteration 16Q: 3 clusters Score -6246226 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -6246464.500000 Penalty: 3605.736328
	Iteration 17Q: 3 clusters Score -6246464 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -6246677.000000 Penalty: 3605.736328
	Iteration 18Q: 3 clusters Score -6246677 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -6246853.000000 Penalty: 3605.736328
	Iteration 19Q: 3 clusters Score -6246853 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -6246974.000000 Penalty: 3605.736328
	Iteration 20F: 3 clusters Score -6246974 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -6247057.500000 Penalty: 3605.736328
	Iteration 21Q: 3 clusters Score -6247058 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -6247145.000000 Penalty: 3605.736328
	Iteration 22Q: 3 clusters Score -6247145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -6247181.000000 Penalty: 3605.736328
	Iteration 23Q: 3 clusters Score -6247181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -6247220.000000 Penalty: 3605.736328
	Iteration 24Q: 3 clusters Score -6247220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -6247237.500000 Penalty: 3605.736328
	Iteration 25Q: 3 clusters Score -6247238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -6247245.500000 Penalty: 3605.736328
	Iteration 26Q: 3 clusters Score -6247246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -6247257.500000 Penalty: 3605.736328
	Iteration 27Q: 3 clusters Score -6247258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -6247255.000000 Penalty: 3605.736328
	Iteration 28Q: 3 clusters Score -6247255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -6247264.000000 Penalty: 3605.736328
	Iteration 29Q: 3 clusters Score -6247264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -6247263.000000 Penalty: 3605.736328
	Iteration 30Q: 3 clusters Score -6247263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -6247257.500000 Penalty: 3605.736328
	Iteration 31Q: 3 clusters Score -6247258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -6247264.000000 Penalty: 3605.736328
	Iteration 32Q: 3 clusters Score -6247264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -6247264.000000 Penalty: 3605.736328
	Iteration 33Q: 3 clusters Score -6247264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -6247262.000000 Penalty: 3605.736328
	Iteration 34Q: 3 clusters Score -6247262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -6247264.000000 Penalty: 3605.736328
	Iteration 35Q: 3 clusters Score -6247264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -6247266.500000 Penalty: 3605.736328
	Iteration 36Q: 3 clusters Score -6247266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -6247268.000000 Penalty: 3605.736328
	Iteration 37Q: 3 clusters Score -6247268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -6247269.000000 Penalty: 3605.736328
	Iteration 38Q: 3 clusters Score -6247269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -6247269.500000 Penalty: 3605.736328
	Iteration 39Q: 3 clusters Score -6247270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -6247269.500000 Penalty: 3605.736328
	Iteration 40F: 3 clusters Score -6247270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Entering Unmasked Estep 
Score: -2397607.000000 Penalty: 1656.924072
	Iteration 0F: 2 clusters Score -2397607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2379395.250000 Penalty: 3313.848145
	Iteration 0F: 3 clusters Score -2379395 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2386378.750000 Penalty: 3313.848145
	Iteration 1F: 3 clusters Score -2386379 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2386893.250000 Penalty: 3313.848145
	Iteration 2Q: 3 clusters Score -2386893 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2387436.750000 Penalty: 3313.848145
	Iteration 3Q: 3 clusters Score -2387437 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2388124.500000 Penalty: 3313.848145
	Iteration 4Q: 3 clusters Score -2388124 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2389080.500000 Penalty: 3313.848145
	Iteration 5F: 3 clusters Score -2389080 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2390198.000000 Penalty: 3313.848145
	Iteration 6F: 3 clusters Score -2390198 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2391294.750000 Penalty: 3313.848145
	Iteration 7F: 3 clusters Score -2391295 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2392139.250000 Penalty: 3313.848145
	Iteration 8F: 3 clusters Score -2392139 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2392807.500000 Penalty: 3313.848145
	Iteration 9Q: 3 clusters Score -2392808 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2393333.250000 Penalty: 3313.848145
	Iteration 10Q: 3 clusters Score -2393333 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2393751.500000 Penalty: 3313.848145
	Iteration 11Q: 3 clusters Score -2393752 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2394092.500000 Penalty: 3313.848145
	Iteration 12Q: 3 clusters Score -2394092 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2394385.750000 Penalty: 3313.848145
	Iteration 13Q: 3 clusters Score -2394386 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2394698.250000 Penalty: 3313.848145
	Iteration 14Q: 3 clusters Score -2394698 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2394962.750000 Penalty: 3313.848145
	Iteration 15Q: 3 clusters Score -2394963 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2395193.500000 Penalty: 3313.848145
	Iteration 16Q: 3 clusters Score -2395194 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2395407.500000 Penalty: 3313.848145
	Iteration 17Q: 3 clusters Score -2395408 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2395583.250000 Penalty: 3313.848145
	Iteration 18Q: 3 clusters Score -2395583 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2395764.500000 Penalty: 3313.848145
	Iteration 19Q: 3 clusters Score -2395764 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2395926.500000 Penalty: 3313.848145
	Iteration 20F: 3 clusters Score -2395926 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2396007.250000 Penalty: 3313.848145
	Iteration 21Q: 3 clusters Score -2396007 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2396064.750000 Penalty: 3313.848145
	Iteration 22Q: 3 clusters Score -2396065 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2396109.250000 Penalty: 3313.848145
	Iteration 23Q: 3 clusters Score -2396109 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2396141.500000 Penalty: 3313.848145
	Iteration 24Q: 3 clusters Score -2396142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2396182.250000 Penalty: 3313.848145
	Iteration 25Q: 3 clusters Score -2396182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2396202.500000 Penalty: 3313.848145
	Iteration 26Q: 3 clusters Score -2396202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2396228.000000 Penalty: 3313.848145
	Iteration 27Q: 3 clusters Score -2396228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2396239.250000 Penalty: 3313.848145
	Iteration 28Q: 3 clusters Score -2396239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2396246.750000 Penalty: 3313.848145
	Iteration 29Q: 3 clusters Score -2396247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2396257.500000 Penalty: 3313.848145
	Iteration 30Q: 3 clusters Score -2396258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2396257.500000 Penalty: 3313.848145
	Iteration 31Q: 3 clusters Score -2396258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2396261.250000 Penalty: 3313.848145
	Iteration 32Q: 3 clusters Score -2396261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2396267.500000 Penalty: 3313.848145
	Iteration 33Q: 3 clusters Score -2396268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2396268.000000 Penalty: 3313.848145
	Iteration 34Q: 3 clusters Score -2396268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2396266.750000 Penalty: 3313.848145
	Iteration 35Q: 3 clusters Score -2396267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2396270.750000 Penalty: 3313.848145
	Iteration 36Q: 3 clusters Score -2396271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2396275.750000 Penalty: 3313.848145
	Iteration 37Q: 3 clusters Score -2396276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2396282.250000 Penalty: 3313.848145
	Iteration 38Q: 3 clusters Score -2396282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2396287.250000 Penalty: 3313.848145
	Iteration 39Q: 3 clusters Score -2396287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2396295.500000 Penalty: 3313.848145
	Iteration 40F: 3 clusters Score -2396296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2396296.250000 Penalty: 3313.848145
	Iteration 41Q: 3 clusters Score -2396296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2396299.750000 Penalty: 3313.848145
	Iteration 42Q: 3 clusters Score -2396300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2396299.000000 Penalty: 3313.848145
	Iteration 43Q: 3 clusters Score -2396299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2396291.750000 Penalty: 3313.848145
	Iteration 44Q: 3 clusters Score -2396292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2396293.000000 Penalty: 3313.848145
	Iteration 45Q: 3 clusters Score -2396293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2396294.000000 Penalty: 3313.848145
	Iteration 46Q: 3 clusters Score -2396294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2396296.250000 Penalty: 3313.848145
	Iteration 47Q: 3 clusters Score -2396296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2396299.750000 Penalty: 3313.848145
	Iteration 48Q: 3 clusters Score -2396300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2396299.250000 Penalty: 3313.848145
	Iteration 49Q: 3 clusters Score -2396299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2396299.500000 Penalty: 3313.848145
	Iteration 50Q: 3 clusters Score -2396300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2396297.250000 Penalty: 3313.848145
	Iteration 51Q: 3 clusters Score -2396297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2396297.750000 Penalty: 3313.848145
	Iteration 52Q: 3 clusters Score -2396298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2396297.500000 Penalty: 3313.848145
	Iteration 53Q: 3 clusters Score -2396298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2396297.500000 Penalty: 3313.848145
	Iteration 54F: 3 clusters Score -2396298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -518865.937500 Penalty: 1417.868530
	Iteration 0F: 2 clusters Score -518865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -514169.687500 Penalty: 2835.737061
	Iteration 0F: 3 clusters Score -514169.7 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -515781.375000 Penalty: 2835.737061
	Iteration 1F: 3 clusters Score -515781.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -516133.281250 Penalty: 2835.737061
	Iteration 2F: 3 clusters Score -516133.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -516439.968750 Penalty: 2835.737061
	Iteration 3F: 3 clusters Score -516440 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -516687.906250 Penalty: 2835.737061
	Iteration 4F: 3 clusters Score -516687.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -516913.500000 Penalty: 2835.737061
	Iteration 5F: 3 clusters Score -516913.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -517127.156250 Penalty: 2835.737061
	Iteration 6F: 3 clusters Score -517127.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -517317.812500 Penalty: 2835.737061
	Iteration 7Q: 3 clusters Score -517317.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -517493.343750 Penalty: 2835.737061
	Iteration 8Q: 3 clusters Score -517493.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -517630.406250 Penalty: 2835.737061
	Iteration 9Q: 3 clusters Score -517630.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -517744.312500 Penalty: 2835.737061
	Iteration 10Q: 3 clusters Score -517744.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -517820.656250 Penalty: 2835.737061
	Iteration 11Q: 3 clusters Score -517820.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -517877.312500 Penalty: 2835.737061
	Iteration 12Q: 3 clusters Score -517877.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -517909.187500 Penalty: 2835.737061
	Iteration 13Q: 3 clusters Score -517909.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -517930.562500 Penalty: 2835.737061
	Iteration 14Q: 3 clusters Score -517930.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -517941.125000 Penalty: 2835.737061
	Iteration 15Q: 3 clusters Score -517941.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -517949.500000 Penalty: 2835.737061
	Iteration 16Q: 3 clusters Score -517949.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -517953.562500 Penalty: 2835.737061
	Iteration 17Q: 3 clusters Score -517953.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -517957.875000 Penalty: 2835.737061
	Iteration 18Q: 3 clusters Score -517957.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -517961.593750 Penalty: 2835.737061
	Iteration 19Q: 3 clusters Score -517961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -517967.906250 Penalty: 2835.737061
	Iteration 20F: 3 clusters Score -517967.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -517974.625000 Penalty: 2835.737061
	Iteration 21Q: 3 clusters Score -517974.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -517977.218750 Penalty: 2835.737061
	Iteration 22Q: 3 clusters Score -517977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -517978.343750 Penalty: 2835.737061
	Iteration 23Q: 3 clusters Score -517978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -517979.062500 Penalty: 2835.737061
	Iteration 24Q: 3 clusters Score -517979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -517979.375000 Penalty: 2835.737061
	Iteration 25Q: 3 clusters Score -517979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -517980.406250 Penalty: 2835.737061
	Iteration 26Q: 3 clusters Score -517980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -517980.687500 Penalty: 2835.737061
	Iteration 27Q: 3 clusters Score -517980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -517981.468750 Penalty: 2835.737061
	Iteration 28Q: 3 clusters Score -517981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -517982.562500 Penalty: 2835.737061
	Iteration 29Q: 3 clusters Score -517982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -517982.656250 Penalty: 2835.737061
	Iteration 30Q: 3 clusters Score -517982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -517981.937500 Penalty: 2835.737061
	Iteration 31Q: 3 clusters Score -517981.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -517981.937500 Penalty: 2835.737061
	Iteration 32F: 3 clusters Score -517981.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Entering Unmasked Estep 
Score: -9212225.000000 Penalty: 1866.002930
	Iteration 0F: 2 clusters Score -9212225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -9147637.000000 Penalty: 3732.005859
	Iteration 0F: 3 clusters Score -9147637 nChanged 46348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -9174479.000000 Penalty: 3732.005859
	Iteration 1F: 3 clusters Score -9174479 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -9175537.000000 Penalty: 3732.005859
	Iteration 2Q: 3 clusters Score -9175537 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -9177127.000000 Penalty: 3732.005859
	Iteration 3Q: 3 clusters Score -9177127 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -9179538.000000 Penalty: 3732.005859
	Iteration 4Q: 3 clusters Score -9179538 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -9182931.000000 Penalty: 3732.005859
	Iteration 5F: 3 clusters Score -9182931 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -9187219.000000 Penalty: 3732.005859
	Iteration 6F: 3 clusters Score -9187219 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -9192101.000000 Penalty: 3732.005859
	Iteration 7F: 3 clusters Score -9192101 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -9196369.000000 Penalty: 3732.005859
	Iteration 8F: 3 clusters Score -9196369 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -9199693.000000 Penalty: 3732.005859
	Iteration 9Q: 3 clusters Score -9199693 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -9202140.000000 Penalty: 3732.005859
	Iteration 10Q: 3 clusters Score -9202140 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -9203853.000000 Penalty: 3732.005859
	Iteration 11Q: 3 clusters Score -9203853 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -9204968.000000 Penalty: 3732.005859
	Iteration 12Q: 3 clusters Score -9204968 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -9205947.000000 Penalty: 3732.005859
	Iteration 13Q: 3 clusters Score -9205947 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -9206814.000000 Penalty: 3732.005859
	Iteration 14Q: 3 clusters Score -9206814 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -9207565.000000 Penalty: 3732.005859
	Iteration 15Q: 3 clusters Score -9207565 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -9208201.000000 Penalty: 3732.005859
	Iteration 16Q: 3 clusters Score -9208201 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -9208769.000000 Penalty: 3732.005859
	Iteration 17Q: 3 clusters Score -9208769 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9209244.000000 Penalty: 3732.005859
	Iteration 18Q: 3 clusters Score -9209244 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -9209620.000000 Penalty: 3732.005859
	Iteration 19Q: 3 clusters Score -9209620 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9209836.000000 Penalty: 3732.005859
	Iteration 20F: 3 clusters Score -9209836 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9210030.000000 Penalty: 3732.005859
	Iteration 21Q: 3 clusters Score -9210030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9210180.000000 Penalty: 3732.005859
	Iteration 22Q: 3 clusters Score -9210180 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9210292.000000 Penalty: 3732.005859
	Iteration 23Q: 3 clusters Score -9210292 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9210365.000000 Penalty: 3732.005859
	Iteration 24Q: 3 clusters Score -9210365 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9210415.000000 Penalty: 3732.005859
	Iteration 25Q: 3 clusters Score -9210415 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9210458.000000 Penalty: 3732.005859
	Iteration 26Q: 3 clusters Score -9210458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9210478.000000 Penalty: 3732.005859
	Iteration 27Q: 3 clusters Score -9210478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9210504.000000 Penalty: 3732.005859
	Iteration 28Q: 3 clusters Score -9210504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9210540.000000 Penalty: 3732.005859
	Iteration 29Q: 3 clusters Score -9210540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9210573.000000 Penalty: 3732.005859
	Iteration 30Q: 3 clusters Score -9210573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9210581.000000 Penalty: 3732.005859
	Iteration 31Q: 3 clusters Score -9210581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96398 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9210597.000000 Penalty: 3732.005859
	Iteration 32Q: 3 clusters Score -9210597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9210596.000000 Penalty: 3732.005859
	Iteration 33Q: 3 clusters Score -9210596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9210607.000000 Penalty: 3732.005859
	Iteration 34Q: 3 clusters Score -9210607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9210613.000000 Penalty: 3732.005859
	Iteration 35Q: 3 clusters Score -9210613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9210625.000000 Penalty: 3732.005859
	Iteration 36Q: 3 clusters Score -9210625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9210624.000000 Penalty: 3732.005859
	Iteration 37Q: 3 clusters Score -9210624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9210631.000000 Penalty: 3732.005859
	Iteration 38Q: 3 clusters Score -9210631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9210636.000000 Penalty: 3732.005859
	Iteration 39Q: 3 clusters Score -9210636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9210638.000000 Penalty: 3732.005859
	Iteration 40F: 3 clusters Score -9210638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9210637.000000 Penalty: 3732.005859
	Iteration 41Q: 3 clusters Score -9210637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9210642.000000 Penalty: 3732.005859
	Iteration 42Q: 3 clusters Score -9210642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9210642.000000 Penalty: 3732.005859
	Iteration 43Q: 3 clusters Score -9210642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9210642.000000 Penalty: 3732.005859
	Iteration 44Q: 3 clusters Score -9210642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9210645.000000 Penalty: 3732.005859
	Iteration 45Q: 3 clusters Score -9210645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9210645.000000 Penalty: 3732.005859
	Iteration 46Q: 3 clusters Score -9210645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9210645.000000 Penalty: 3732.005859
	Iteration 47Q: 3 clusters Score -9210645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9210645.000000 Penalty: 3732.005859
	Iteration 48F: 3 clusters Score -9210645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -15863.124023 Penalty: 887.872681
	Iteration 0F: 2 clusters Score -15863.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15125.740234 Penalty: 1775.745361
	Iteration 0F: 3 clusters Score -15125.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15226.346680 Penalty: 1775.745361
	Iteration 1F: 3 clusters Score -15226.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15265.559570 Penalty: 1775.745361
	Iteration 2F: 3 clusters Score -15265.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15270.211914 Penalty: 1775.745361
	Iteration 3Q: 3 clusters Score -15270.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15274.874023 Penalty: 1775.745361
	Iteration 4Q: 3 clusters Score -15274.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15279.858398 Penalty: 1775.745361
	Iteration 5Q: 3 clusters Score -15279.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15286.437500 Penalty: 1775.745361
	Iteration 6Q: 3 clusters Score -15286.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15293.051758 Penalty: 1775.745361
	Iteration 7Q: 3 clusters Score -15293.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15298.170898 Penalty: 1775.745361
	Iteration 8Q: 3 clusters Score -15298.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15300.425781 Penalty: 1775.745361
	Iteration 9Q: 3 clusters Score -15300.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15301.805664 Penalty: 1775.745361
	Iteration 10Q: 3 clusters Score -15301.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15301.805664 Penalty: 1775.745361
	Iteration 11F: 3 clusters Score -15301.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (181432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181432 members 
Entering Unmasked Estep 
Score: -16913754.000000 Penalty: 1967.653320
	Iteration 0F: 2 clusters Score -1.691375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -16793888.000000 Penalty: 3935.306641
	Iteration 0F: 3 clusters Score -1.679389e+07 nChanged 87768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -16845642.000000 Penalty: 3935.306641
	Iteration 1F: 3 clusters Score -1.684564e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -16847032.000000 Penalty: 3935.306641
	Iteration 2Q: 3 clusters Score -1.684703e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -16849302.000000 Penalty: 3935.306641
	Iteration 3Q: 3 clusters Score -1.68493e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 113195 members 
Entering Unmasked Estep 
Score: -16853556.000000 Penalty: 3935.306641
	Iteration 4Q: 3 clusters Score -1.685356e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 125349 members 
Entering Unmasked Estep 
Score: -16861408.000000 Penalty: 3935.306641
	Iteration 5F: 3 clusters Score -1.686141e+07 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 141128 members 
Entering Unmasked Estep 
Score: -16874104.000000 Penalty: 3935.306641
	Iteration 6F: 3 clusters Score -1.68741e+07 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -16890954.000000 Penalty: 3935.306641
	Iteration 7F: 3 clusters Score -1.689095e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 170467 members 
Entering Unmasked Estep 
Score: -16903964.000000 Penalty: 3935.306641
	Iteration 8F: 3 clusters Score -1.690396e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 177686 members 
Entering Unmasked Estep 
Score: -16909532.000000 Penalty: 3935.306641
	Iteration 9Q: 3 clusters Score -1.690953e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 180417 members 
Entering Unmasked Estep 
Score: -16911338.000000 Penalty: 3935.306641
	Iteration 10Q: 3 clusters Score -1.691134e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 181118 members 
Entering Unmasked Estep 
Score: -16911820.000000 Penalty: 3935.306641
	Iteration 11Q: 3 clusters Score -1.691182e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181251 members 
Entering Unmasked Estep 
Score: -16911954.000000 Penalty: 3935.306641
	Iteration 12Q: 3 clusters Score -1.691195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181282 members 
Entering Unmasked Estep 
Score: -16911988.000000 Penalty: 3935.306641
	Iteration 13Q: 3 clusters Score -1.691199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 181289 members 
Entering Unmasked Estep 
Score: -16912028.000000 Penalty: 3935.306641
	Iteration 14Q: 3 clusters Score -1.691203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 181290 members 
Entering Unmasked Estep 
Score: -16912058.000000 Penalty: 3935.306641
	Iteration 15Q: 3 clusters Score -1.691206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 181289 members 
Entering Unmasked Estep 
Score: -16912058.000000 Penalty: 3935.306641
	Iteration 16Q: 3 clusters Score -1.691206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 181291 members 
Entering Unmasked Estep 
Score: -16912068.000000 Penalty: 3935.306641
	Iteration 17Q: 3 clusters Score -1.691207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181292 members 
Entering Unmasked Estep 
Score: -16912062.000000 Penalty: 3935.306641
	Iteration 18Q: 3 clusters Score -1.691206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 181294 members 
Entering Unmasked Estep 
Score: -16912062.000000 Penalty: 3935.306641
	Iteration 19Q: 3 clusters Score -1.691206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 181293 members 
Entering Unmasked Estep 
Score: -16912076.000000 Penalty: 3935.306641
	Iteration 20F: 3 clusters Score -1.691208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181292 members 
Entering Unmasked Estep 
Score: -16912070.000000 Penalty: 3935.306641
	Iteration 21Q: 3 clusters Score -1.691207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181292 members 
Entering Unmasked Estep 
Score: -16912080.000000 Penalty: 3935.306641
	Iteration 22Q: 3 clusters Score -1.691208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 181294 members 
Entering Unmasked Estep 
Score: -16912082.000000 Penalty: 3935.306641
	Iteration 23Q: 3 clusters Score -1.691208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181296 members 
Entering Unmasked Estep 
Score: -16912084.000000 Penalty: 3935.306641
	Iteration 24Q: 3 clusters Score -1.691208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 181298 members 
Entering Unmasked Estep 
Score: -16912084.000000 Penalty: 3935.306641
	Iteration 25Q: 3 clusters Score -1.691208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 181298 members 
Entering Unmasked Estep 
Score: -16912090.000000 Penalty: 3935.306641
	Iteration 26Q: 3 clusters Score -1.691209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 181298 members 
Entering Unmasked Estep 
Score: -16912090.000000 Penalty: 3935.306641
	Iteration 27F: 3 clusters Score -1.691209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Entering Unmasked Estep 
Score: -4647741.500000 Penalty: 1754.838135
	Iteration 0F: 2 clusters Score -4647742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4615163.500000 Penalty: 3509.676270
	Iteration 0F: 3 clusters Score -4615164 nChanged 22819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4628287.000000 Penalty: 3509.676270
	Iteration 1F: 3 clusters Score -4628287 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4628982.500000 Penalty: 3509.676270
	Iteration 2Q: 3 clusters Score -4628982 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4629960.500000 Penalty: 3509.676270
	Iteration 3Q: 3 clusters Score -4629960 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4631396.500000 Penalty: 3509.676270
	Iteration 4F: 3 clusters Score -4631396 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4633450.500000 Penalty: 3509.676270
	Iteration 5F: 3 clusters Score -4633450 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4636288.500000 Penalty: 3509.676270
	Iteration 6F: 3 clusters Score -4636288 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4639212.500000 Penalty: 3509.676270
	Iteration 7F: 3 clusters Score -4639212 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4641152.000000 Penalty: 3509.676270
	Iteration 8F: 3 clusters Score -4641152 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4642083.000000 Penalty: 3509.676270
	Iteration 9Q: 3 clusters Score -4642083 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4642533.000000 Penalty: 3509.676270
	Iteration 10Q: 3 clusters Score -4642533 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4642801.500000 Penalty: 3509.676270
	Iteration 11Q: 3 clusters Score -4642802 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -4643056.500000 Penalty: 3509.676270
	Iteration 12Q: 3 clusters Score -4643056 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4643332.000000 Penalty: 3509.676270
	Iteration 13Q: 3 clusters Score -4643332 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4643524.000000 Penalty: 3509.676270
	Iteration 14Q: 3 clusters Score -4643524 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4643764.000000 Penalty: 3509.676270
	Iteration 15Q: 3 clusters Score -4643764 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -4643949.000000 Penalty: 3509.676270
	Iteration 16Q: 3 clusters Score -4643949 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -4644145.000000 Penalty: 3509.676270
	Iteration 17Q: 3 clusters Score -4644145 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4644281.500000 Penalty: 3509.676270
	Iteration 18Q: 3 clusters Score -4644282 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4644423.500000 Penalty: 3509.676270
	Iteration 19Q: 3 clusters Score -4644424 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -4644572.500000 Penalty: 3509.676270
	Iteration 20F: 3 clusters Score -4644572 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4644706.000000 Penalty: 3509.676270
	Iteration 21Q: 3 clusters Score -4644706 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4644806.000000 Penalty: 3509.676270
	Iteration 22Q: 3 clusters Score -4644806 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -4644944.500000 Penalty: 3509.676270
	Iteration 23Q: 3 clusters Score -4644944 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -4645096.000000 Penalty: 3509.676270
	Iteration 24Q: 3 clusters Score -4645096 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4645227.000000 Penalty: 3509.676270
	Iteration 25Q: 3 clusters Score -4645227 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4645374.000000 Penalty: 3509.676270
	Iteration 26Q: 3 clusters Score -4645374 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -4645486.500000 Penalty: 3509.676270
	Iteration 27Q: 3 clusters Score -4645486 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -4645607.500000 Penalty: 3509.676270
	Iteration 28Q: 3 clusters Score -4645608 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -4645701.000000 Penalty: 3509.676270
	Iteration 29Q: 3 clusters Score -4645701 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -4645784.000000 Penalty: 3509.676270
	Iteration 30Q: 3 clusters Score -4645784 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4645858.500000 Penalty: 3509.676270
	Iteration 31Q: 3 clusters Score -4645858 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4645921.500000 Penalty: 3509.676270
	Iteration 32Q: 3 clusters Score -4645922 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4645986.500000 Penalty: 3509.676270
	Iteration 33Q: 3 clusters Score -4645986 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4646040.500000 Penalty: 3509.676270
	Iteration 34Q: 3 clusters Score -4646040 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4646077.000000 Penalty: 3509.676270
	Iteration 35Q: 3 clusters Score -4646077 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4646124.000000 Penalty: 3509.676270
	Iteration 36Q: 3 clusters Score -4646124 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4646149.000000 Penalty: 3509.676270
	Iteration 37Q: 3 clusters Score -4646149 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4646187.000000 Penalty: 3509.676270
	Iteration 38Q: 3 clusters Score -4646187 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4646212.000000 Penalty: 3509.676270
	Iteration 39Q: 3 clusters Score -4646212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4646219.000000 Penalty: 3509.676270
	Iteration 40F: 3 clusters Score -4646219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4646224.000000 Penalty: 3509.676270
	Iteration 41Q: 3 clusters Score -4646224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4646240.000000 Penalty: 3509.676270
	Iteration 42Q: 3 clusters Score -4646240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4646251.000000 Penalty: 3509.676270
	Iteration 43Q: 3 clusters Score -4646251 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4646251.000000 Penalty: 3509.676270
	Iteration 44Q: 3 clusters Score -4646251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4646252.500000 Penalty: 3509.676270
	Iteration 45Q: 3 clusters Score -4646252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4646287.500000 Penalty: 3509.676270
	Iteration 46Q: 3 clusters Score -4646288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4646311.000000 Penalty: 3509.676270
	Iteration 47Q: 3 clusters Score -4646311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4646332.000000 Penalty: 3509.676270
	Iteration 48Q: 3 clusters Score -4646332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4646343.500000 Penalty: 3509.676270
	Iteration 49Q: 3 clusters Score -4646344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4646347.000000 Penalty: 3509.676270
	Iteration 50Q: 3 clusters Score -4646347 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4646369.500000 Penalty: 3509.676270
	Iteration 51Q: 3 clusters Score -4646370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4646390.500000 Penalty: 3509.676270
	Iteration 52Q: 3 clusters Score -4646390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4646399.500000 Penalty: 3509.676270
	Iteration 53Q: 3 clusters Score -4646400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4646400.000000 Penalty: 3509.676270
	Iteration 54Q: 3 clusters Score -4646400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4646417.500000 Penalty: 3509.676270
	Iteration 55Q: 3 clusters Score -4646418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4646429.500000 Penalty: 3509.676270
	Iteration 56Q: 3 clusters Score -4646430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4646427.000000 Penalty: 3509.676270
	Iteration 57Q: 3 clusters Score -4646427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4646427.000000 Penalty: 3509.676270
	Iteration 58Q: 3 clusters Score -4646427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4646423.000000 Penalty: 3509.676270
	Iteration 59Q: 3 clusters Score -4646423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4646437.000000 Penalty: 3509.676270
	Iteration 60F: 3 clusters Score -4646437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4646432.500000 Penalty: 3509.676270
	Iteration 61Q: 3 clusters Score -4646432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4646444.500000 Penalty: 3509.676270
	Iteration 62Q: 3 clusters Score -4646444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4646462.000000 Penalty: 3509.676270
	Iteration 63Q: 3 clusters Score -4646462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4646472.000000 Penalty: 3509.676270
	Iteration 64Q: 3 clusters Score -4646472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4646474.000000 Penalty: 3509.676270
	Iteration 65Q: 3 clusters Score -4646474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4646473.000000 Penalty: 3509.676270
	Iteration 66Q: 3 clusters Score -4646473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4646481.000000 Penalty: 3509.676270
	Iteration 67Q: 3 clusters Score -4646481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4646486.500000 Penalty: 3509.676270
	Iteration 68Q: 3 clusters Score -4646486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4646493.000000 Penalty: 3509.676270
	Iteration 69Q: 3 clusters Score -4646493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4646496.000000 Penalty: 3509.676270
	Iteration 70Q: 3 clusters Score -4646496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4646502.000000 Penalty: 3509.676270
	Iteration 71Q: 3 clusters Score -4646502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4646502.500000 Penalty: 3509.676270
	Iteration 72Q: 3 clusters Score -4646502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4646507.500000 Penalty: 3509.676270
	Iteration 73Q: 3 clusters Score -4646508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4646510.500000 Penalty: 3509.676270
	Iteration 74Q: 3 clusters Score -4646510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4646515.000000 Penalty: 3509.676270
	Iteration 75Q: 3 clusters Score -4646515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4646519.500000 Penalty: 3509.676270
	Iteration 76Q: 3 clusters Score -4646520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4646522.500000 Penalty: 3509.676270
	Iteration 77Q: 3 clusters Score -4646522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4646508.500000 Penalty: 3509.676270
	Iteration 78Q: 3 clusters Score -4646508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4646518.500000 Penalty: 3509.676270
	Iteration 79Q: 3 clusters Score -4646518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4646512.000000 Penalty: 3509.676270
	Iteration 80F: 3 clusters Score -4646512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4646512.000000 Penalty: 3509.676270
	Iteration 81Q: 3 clusters Score -4646512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4646513.000000 Penalty: 3509.676270
	Iteration 82Q: 3 clusters Score -4646513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4646518.500000 Penalty: 3509.676270
	Iteration 83Q: 3 clusters Score -4646518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4646523.000000 Penalty: 3509.676270
	Iteration 84Q: 3 clusters Score -4646523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4646522.000000 Penalty: 3509.676270
	Iteration 85Q: 3 clusters Score -4646522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4646529.500000 Penalty: 3509.676270
	Iteration 86Q: 3 clusters Score -4646530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4646531.000000 Penalty: 3509.676270
	Iteration 87Q: 3 clusters Score -4646531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4646537.000000 Penalty: 3509.676270
	Iteration 88Q: 3 clusters Score -4646537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4646540.500000 Penalty: 3509.676270
	Iteration 89Q: 3 clusters Score -4646540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4646535.500000 Penalty: 3509.676270
	Iteration 90Q: 3 clusters Score -4646536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4646533.000000 Penalty: 3509.676270
	Iteration 91Q: 3 clusters Score -4646533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4646531.000000 Penalty: 3509.676270
	Iteration 92Q: 3 clusters Score -4646531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4646529.500000 Penalty: 3509.676270
	Iteration 93Q: 3 clusters Score -4646530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4646533.500000 Penalty: 3509.676270
	Iteration 94Q: 3 clusters Score -4646534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4646531.000000 Penalty: 3509.676270
	Iteration 95Q: 3 clusters Score -4646531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4646532.500000 Penalty: 3509.676270
	Iteration 96Q: 3 clusters Score -4646532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4646539.000000 Penalty: 3509.676270
	Iteration 97Q: 3 clusters Score -4646539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4646538.000000 Penalty: 3509.676270
	Iteration 98Q: 3 clusters Score -4646538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4646537.000000 Penalty: 3509.676270
	Iteration 99Q: 3 clusters Score -4646537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4646539.500000 Penalty: 3509.676270
	Iteration 100F: 3 clusters Score -4646540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4646537.500000 Penalty: 3509.676270
	Iteration 101Q: 3 clusters Score -4646538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4646540.000000 Penalty: 3509.676270
	Iteration 102Q: 3 clusters Score -4646540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4646541.500000 Penalty: 3509.676270
	Iteration 103Q: 3 clusters Score -4646542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4646545.000000 Penalty: 3509.676270
	Iteration 104Q: 3 clusters Score -4646545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4646543.500000 Penalty: 3509.676270
	Iteration 105Q: 3 clusters Score -4646544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4646543.500000 Penalty: 3509.676270
	Iteration 106F: 3 clusters Score -4646544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178050 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39416 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181432 members 
Mstep: Class 23 contains 48972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462212.000000 Penalty: 43859.843750
Iteration 319Q: 21 clusters Score -6.646221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178051 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39415 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181432 members 
Mstep: Class 23 contains 48972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462236.000000 Penalty: 43859.843750
Iteration 320F: 21 clusters Score -6.646224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178052 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39414 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65812 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181433 members 
Mstep: Class 23 contains 48972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462220.000000 Penalty: 43859.843750
Iteration 321Q: 21 clusters Score -6.646222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178055 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39414 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65812 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181433 members 
Mstep: Class 23 contains 48969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462240.000000 Penalty: 43859.843750
Iteration 322Q: 21 clusters Score -6.646224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178058 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39414 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65812 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181433 members 
Mstep: Class 23 contains 48966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462248.000000 Penalty: 43859.843750
Iteration 323Q: 21 clusters Score -6.646225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178057 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39414 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181434 members 
Mstep: Class 23 contains 48965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462240.000000 Penalty: 43859.843750
Iteration 324Q: 21 clusters Score -6.646224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178058 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39414 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97060 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181434 members 
Mstep: Class 23 contains 48965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462224.000000 Penalty: 43859.843750
Iteration 325Q: 21 clusters Score -6.646222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178059 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39413 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97059 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181435 members 
Mstep: Class 23 contains 48965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462220.000000 Penalty: 43859.843750
Iteration 326Q: 21 clusters Score -6.646222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178060 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39412 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97059 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181435 members 
Mstep: Class 23 contains 48965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462216.000000 Penalty: 43859.843750
Iteration 327Q: 21 clusters Score -6.646222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178060 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39412 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97059 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181435 members 
Mstep: Class 23 contains 48965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -66462216.000000 Penalty: 43859.843750
Iteration 328F: 21 clusters Score -6.646222e+07 nChanged 0
Entering ConstructFrom: 
Score: -66462216.000000 Penalty: 43859.843750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -20944.220703 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -20944.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20068.566406 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -20068.57 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20459.337891 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -20459.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20582.873047 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -20582.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20651.273438 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -20651.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20716.244141 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -20716.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20763.083984 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -20763.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20805.417969 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -20805.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20811.421875 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -20811.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20811.421875 Penalty: 1989.096680
	Iteration 8F: 3 clusters Score -20811.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -36655.289062 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -36655.29 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 268 members 
Entering Unmasked Estep 
Score: -35686.324219 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -35686.32 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35899.000000 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -35899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36094.312500 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -36094.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36313.941406 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -36313.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36450.675781 Penalty: 2019.096924
	Iteration 4F: 3 clusters Score -36450.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36518.796875 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -36518.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36612.589844 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -36612.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36688.488281 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -36688.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36707.390625 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -36707.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36712.652344 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -36712.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36720.210938 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -36720.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36727.230469 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -36727.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36730.843750 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -36730.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36730.843750 Penalty: 2019.096924
	Iteration 13F: 3 clusters Score -36730.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 368 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178060 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39412 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97059 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181435 members 
Mstep: Class 23 contains 48965 members 
Entering Unmasked Estep 
Score: -66461092.000000 Penalty: 46052.835938
Splitting cluster 2 changes total score from -66462216.000000 to -66461092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -99714.859375 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -99714.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98157.343750 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -98157.34 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -98457.453125 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -98457.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -98552.750000 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -98552.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -98604.296875 Penalty: 2299.363037
	Iteration 3Q: 3 clusters Score -98604.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -98652.960938 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -98652.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98710.195312 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -98710.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -98758.484375 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -98758.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -98794.421875 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -98794.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -98819.414062 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -98819.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -98836.273438 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -98836.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -98866.000000 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -98866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -98913.187500 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -98913.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -98979.781250 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -98979.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -99153.031250 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -99153.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -99374.062500 Penalty: 2299.363037
	Iteration 14F: 3 clusters Score -99374.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -99565.546875 Penalty: 2299.363037
	Iteration 15F: 3 clusters Score -99565.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -99629.390625 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -99629.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -99652.054688 Penalty: 2299.363037
	Iteration 17Q: 3 clusters Score -99652.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99667.578125 Penalty: 2299.363037
	Iteration 18Q: 3 clusters Score -99667.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99678.734375 Penalty: 2299.363037
	Iteration 19Q: 3 clusters Score -99678.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99699.148438 Penalty: 2299.363037
	Iteration 20F: 3 clusters Score -99699.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -99715.101562 Penalty: 2299.363037
	Iteration 21Q: 3 clusters Score -99715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99719.851562 Penalty: 2299.363037
	Iteration 22Q: 3 clusters Score -99719.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99725.750000 Penalty: 2299.363037
	Iteration 23Q: 3 clusters Score -99725.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -99729.343750 Penalty: 2299.363037
	Iteration 24Q: 3 clusters Score -99729.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -99729.343750 Penalty: 2299.363037
	Iteration 25F: 3 clusters Score -99729.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178060 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39412 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97059 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 181435 members 
Mstep: Class 23 contains 48965 members 
Entering Unmasked Estep 
Score: -66461172.000000 Penalty: 46052.835938
Splitting cluster 3 changes total score from -66462216.000000 to -66461172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -60353.496094 Penalty: 1081.926758
	Iteration 0F: 2 clusters Score -60353.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59057.683594 Penalty: 2163.853516
	Iteration 0F: 3 clusters Score -59057.68 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59261.281250 Penalty: 2163.853516
	Iteration 1F: 3 clusters Score -59261.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59337.398438 Penalty: 2163.853516
	Iteration 2F: 3 clusters Score -59337.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59389.972656 Penalty: 2163.853516
	Iteration 3F: 3 clusters Score -59389.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59428.074219 Penalty: 2163.853516
	Iteration 4Q: 3 clusters Score -59428.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59462.269531 Penalty: 2163.853516
	Iteration 5Q: 3 clusters Score -59462.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59478.359375 Penalty: 2163.853516
	Iteration 6Q: 3 clusters Score -59478.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59501.386719 Penalty: 2163.853516
	Iteration 7Q: 3 clusters Score -59501.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -59519.812500 Penalty: 2163.853516
	Iteration 8Q: 3 clusters Score -59519.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -59542.066406 Penalty: 2163.853516
	Iteration 9Q: 3 clusters Score -59542.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59559.894531 Penalty: 2163.853516
	Iteration 10Q: 3 clusters Score -59559.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -59577.746094 Penalty: 2163.853516
	Iteration 11Q: 3 clusters Score -59577.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -59589.121094 Penalty: 2163.853516
	Iteration 12Q: 3 clusters Score -59589.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -59594.960938 Penalty: 2163.853516
	Iteration 13Q: 3 clusters Score -59594.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59602.117188 Penalty: 2163.853516
	Iteration 14Q: 3 clusters Score -59602.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -59614.785156 Penalty: 2163.853516
	Iteration 15Q: 3 clusters Score -59614.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59622.328125 Penalty: 2163.853516
	Iteration 16Q: 3 clusters Score -59622.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -59627.785156 Penalty: 2163.853516
	Iteration 17Q: 3 clusters Score -59627.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -59630.332031 Penalty: 2163.853516
	Iteration 18Q: 3 clusters Score -59630.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59632.832031 Penalty: 2163.853516
	Iteration 19Q: 3 clusters Score -59632.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59641.960938 Penalty: 2163.853516
	Iteration 20F: 3 clusters Score -59641.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -59652.496094 Penalty: 2163.853516
	Iteration 21Q: 3 clusters Score -59652.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59659.656250 Penalty: 2163.853516
	Iteration 22Q: 3 clusters Score -59659.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -59661.718750 Penalty: 2163.853516
	Iteration 23Q: 3 clusters Score -59661.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59663.042969 Penalty: 2163.853516
	Iteration 24Q: 3 clusters Score -59663.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59664.078125 Penalty: 2163.853516
	Iteration 25Q: 3 clusters Score -59664.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -59667.585938 Penalty: 2163.853516
	Iteration 26Q: 3 clusters Score -59667.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59681.421875 Penalty: 2163.853516
	Iteration 27Q: 3 clusters Score -59681.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59689.121094 Penalty: 2163.853516
	Iteration 28Q: 3 clusters Score -59689.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59693.187500 Penalty: 2163.853516
	Iteration 29Q: 3 clusters Score -59693.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59696.996094 Penalty: 2163.853516
	Iteration 30Q: 3 clusters Score -59697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59696.996094 Penalty: 2163.853516
	Iteration 31F: 3 clusters Score -59697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -35859.835938 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -35859.84 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: -34881.144531 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -34881.14 nChanged 121
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: -35109.289062 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -35109.29 nChanged 56
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: -35280.621094 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -35280.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35403.609375 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -35403.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35531.765625 Penalty: 2006.480469
	Iteration 4F: 3 clusters Score -35531.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35560.710938 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -35560.71 nChanged 8
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: -35590.371094 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -35590.37 nChanged 3
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: -35607.273438 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -35607.27 nChanged 1
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: -35607.949219 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -35607.95 nChanged 0
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: -35607.949219 Penalty: 2006.480469
	Iteration 9F: 3 clusters Score -35607.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178060 members 
Entering Unmasked Estep 
Score: -16645430.000000 Penalty: 1964.604858
	Iteration 0F: 2 clusters Score -1.664543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -16529520.000000 Penalty: 3929.209717
	Iteration 0F: 3 clusters Score -1.652952e+07 nChanged 86056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92591 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -16580672.000000 Penalty: 3929.209717
	Iteration 1F: 3 clusters Score -1.658067e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -16582267.000000 Penalty: 3929.209717
	Iteration 2Q: 3 clusters Score -1.658227e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96950 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -16584284.000000 Penalty: 3929.209717
	Iteration 3Q: 3 clusters Score -1.658428e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -16587212.000000 Penalty: 3929.209717
	Iteration 4Q: 3 clusters Score -1.658721e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106119 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -16591975.000000 Penalty: 3929.209717
	Iteration 5F: 3 clusters Score -1.659198e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -16598661.000000 Penalty: 3929.209717
	Iteration 6F: 3 clusters Score -1.659866e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -16607397.000000 Penalty: 3929.209717
	Iteration 7F: 3 clusters Score -1.66074e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122930 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -16617169.000000 Penalty: 3929.209717
	Iteration 8F: 3 clusters Score -1.661717e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -16623002.000000 Penalty: 3929.209717
	Iteration 9F: 3 clusters Score -1.6623e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123707 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -16624831.000000 Penalty: 3929.209717
	Iteration 10Q: 3 clusters Score -1.662483e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -16625474.000000 Penalty: 3929.209717
	Iteration 11Q: 3 clusters Score -1.662547e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -16625877.000000 Penalty: 3929.209717
	Iteration 12Q: 3 clusters Score -1.662588e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -16626248.000000 Penalty: 3929.209717
	Iteration 13Q: 3 clusters Score -1.662625e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117482 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -16626552.000000 Penalty: 3929.209717
	Iteration 14Q: 3 clusters Score -1.662655e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -16626854.000000 Penalty: 3929.209717
	Iteration 15Q: 3 clusters Score -1.662685e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113308 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -16626980.000000 Penalty: 3929.209717
	Iteration 16Q: 3 clusters Score -1.662698e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111024 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -16627217.000000 Penalty: 3929.209717
	Iteration 17Q: 3 clusters Score -1.662722e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -16627347.000000 Penalty: 3929.209717
	Iteration 18Q: 3 clusters Score -1.662735e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -16627475.000000 Penalty: 3929.209717
	Iteration 19Q: 3 clusters Score -1.662748e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -16627504.000000 Penalty: 3929.209717
	Iteration 20F: 3 clusters Score -1.66275e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100789 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -16627377.000000 Penalty: 3929.209717
	Iteration 21Q: 3 clusters Score -1.662738e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -16627470.000000 Penalty: 3929.209717
	Iteration 22Q: 3 clusters Score -1.662747e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -16627674.000000 Penalty: 3929.209717
	Iteration 23Q: 3 clusters Score -1.662767e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -16627842.000000 Penalty: 3929.209717
	Iteration 24Q: 3 clusters Score -1.662784e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -16627966.000000 Penalty: 3929.209717
	Iteration 25Q: 3 clusters Score -1.662797e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -16628128.000000 Penalty: 3929.209717
	Iteration 26Q: 3 clusters Score -1.662813e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -16628289.000000 Penalty: 3929.209717
	Iteration 27Q: 3 clusters Score -1.662829e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -16628336.000000 Penalty: 3929.209717
	Iteration 28Q: 3 clusters Score -1.662834e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -16628440.000000 Penalty: 3929.209717
	Iteration 29Q: 3 clusters Score -1.662844e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -16628525.000000 Penalty: 3929.209717
	Iteration 30Q: 3 clusters Score -1.662852e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -16628634.000000 Penalty: 3929.209717
	Iteration 31Q: 3 clusters Score -1.662863e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -16628807.000000 Penalty: 3929.209717
	Iteration 32Q: 3 clusters Score -1.662881e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -16628869.000000 Penalty: 3929.209717
	Iteration 33Q: 3 clusters Score -1.662887e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -16628987.000000 Penalty: 3929.209717
	Iteration 34Q: 3 clusters Score -1.662899e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -16629006.000000 Penalty: 3929.209717
	Iteration 35Q: 3 clusters Score -1.662901e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -16629050.000000 Penalty: 3929.209717
	Iteration 36Q: 3 clusters Score -1.662905e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -16629079.000000 Penalty: 3929.209717
	Iteration 37Q: 3 clusters Score -1.662908e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -16629141.000000 Penalty: 3929.209717
	Iteration 38Q: 3 clusters Score -1.662914e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -16629159.000000 Penalty: 3929.209717
	Iteration 39Q: 3 clusters Score -1.662916e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -16629194.000000 Penalty: 3929.209717
	Iteration 40F: 3 clusters Score -1.662919e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -16629218.000000 Penalty: 3929.209717
	Iteration 41Q: 3 clusters Score -1.662922e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -16629207.000000 Penalty: 3929.209717
	Iteration 42Q: 3 clusters Score -1.662921e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -16629219.000000 Penalty: 3929.209717
	Iteration 43Q: 3 clusters Score -1.662922e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -16629230.000000 Penalty: 3929.209717
	Iteration 44Q: 3 clusters Score -1.662923e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 104068 members 
Entering Unmasked Estep 
Score: -16629246.000000 Penalty: 3929.209717
	Iteration 45Q: 3 clusters Score -1.662925e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 104376 members 
Entering Unmasked Estep 
Score: -16629258.000000 Penalty: 3929.209717
	Iteration 46Q: 3 clusters Score -1.662926e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -16629265.000000 Penalty: 3929.209717
	Iteration 47Q: 3 clusters Score -1.662926e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 105169 members 
Entering Unmasked Estep 
Score: -16629260.000000 Penalty: 3929.209717
	Iteration 48Q: 3 clusters Score -1.662926e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 105568 members 
Entering Unmasked Estep 
Score: -16629286.000000 Penalty: 3929.209717
	Iteration 49Q: 3 clusters Score -1.662929e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -16629262.000000 Penalty: 3929.209717
	Iteration 50Q: 3 clusters Score -1.662926e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -16629281.000000 Penalty: 3929.209717
	Iteration 51Q: 3 clusters Score -1.662928e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -16629332.000000 Penalty: 3929.209717
	Iteration 52Q: 3 clusters Score -1.662933e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -16629322.000000 Penalty: 3929.209717
	Iteration 53Q: 3 clusters Score -1.662932e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -16629334.000000 Penalty: 3929.209717
	Iteration 54Q: 3 clusters Score -1.662933e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -16629326.000000 Penalty: 3929.209717
	Iteration 55Q: 3 clusters Score -1.662933e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -16629338.000000 Penalty: 3929.209717
	Iteration 56Q: 3 clusters Score -1.662934e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -16629375.000000 Penalty: 3929.209717
	Iteration 57Q: 3 clusters Score -1.662938e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 111573 members 
Entering Unmasked Estep 
Score: -16629406.000000 Penalty: 3929.209717
	Iteration 58Q: 3 clusters Score -1.662941e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 112550 members 
Entering Unmasked Estep 
Score: -16629480.000000 Penalty: 3929.209717
	Iteration 59Q: 3 clusters Score -1.662948e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -16629534.000000 Penalty: 3929.209717
	Iteration 60F: 3 clusters Score -1.662953e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -16629582.000000 Penalty: 3929.209717
	Iteration 61Q: 3 clusters Score -1.662958e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -16629669.000000 Penalty: 3929.209717
	Iteration 62Q: 3 clusters Score -1.662967e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -16629801.000000 Penalty: 3929.209717
	Iteration 63Q: 3 clusters Score -1.66298e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 119103 members 
Entering Unmasked Estep 
Score: -16629920.000000 Penalty: 3929.209717
	Iteration 64Q: 3 clusters Score -1.662992e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -16630050.000000 Penalty: 3929.209717
	Iteration 65Q: 3 clusters Score -1.663005e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 122388 members 
Entering Unmasked Estep 
Score: -16630141.000000 Penalty: 3929.209717
	Iteration 66Q: 3 clusters Score -1.663014e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -16630292.000000 Penalty: 3929.209717
	Iteration 67Q: 3 clusters Score -1.663029e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 126085 members 
Entering Unmasked Estep 
Score: -16630472.000000 Penalty: 3929.209717
	Iteration 68Q: 3 clusters Score -1.663047e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 128165 members 
Entering Unmasked Estep 
Score: -16630708.000000 Penalty: 3929.209717
	Iteration 69Q: 3 clusters Score -1.663071e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 130355 members 
Entering Unmasked Estep 
Score: -16630907.000000 Penalty: 3929.209717
	Iteration 70Q: 3 clusters Score -1.663091e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 132598 members 
Entering Unmasked Estep 
Score: -16631183.000000 Penalty: 3929.209717
	Iteration 71Q: 3 clusters Score -1.663118e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 134981 members 
Entering Unmasked Estep 
Score: -16631493.000000 Penalty: 3929.209717
	Iteration 72Q: 3 clusters Score -1.663149e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 137503 members 
Entering Unmasked Estep 
Score: -16631968.000000 Penalty: 3929.209717
	Iteration 73Q: 3 clusters Score -1.663197e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 140227 members 
Entering Unmasked Estep 
Score: -16632447.000000 Penalty: 3929.209717
	Iteration 74Q: 3 clusters Score -1.663245e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 143028 members 
Entering Unmasked Estep 
Score: -16633074.000000 Penalty: 3929.209717
	Iteration 75Q: 3 clusters Score -1.663307e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 145920 members 
Entering Unmasked Estep 
Score: -16633755.000000 Penalty: 3929.209717
	Iteration 76Q: 3 clusters Score -1.663376e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 149013 members 
Entering Unmasked Estep 
Score: -16634739.000000 Penalty: 3929.209717
	Iteration 77Q: 3 clusters Score -1.663474e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -16636083.000000 Penalty: 3929.209717
	Iteration 78Q: 3 clusters Score -1.663608e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -16637156.000000 Penalty: 3929.209717
	Iteration 79Q: 3 clusters Score -1.663716e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -16638037.000000 Penalty: 3929.209717
	Iteration 80F: 3 clusters Score -1.663804e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -16638762.000000 Penalty: 3929.209717
	Iteration 81Q: 3 clusters Score -1.663876e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 162865 members 
Entering Unmasked Estep 
Score: -16639500.000000 Penalty: 3929.209717
	Iteration 82Q: 3 clusters Score -1.66395e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -16640291.000000 Penalty: 3929.209717
	Iteration 83Q: 3 clusters Score -1.664029e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 167414 members 
Entering Unmasked Estep 
Score: -16641016.000000 Penalty: 3929.209717
	Iteration 84Q: 3 clusters Score -1.664102e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 169351 members 
Entering Unmasked Estep 
Score: -16641564.000000 Penalty: 3929.209717
	Iteration 85Q: 3 clusters Score -1.664156e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 171072 members 
Entering Unmasked Estep 
Score: -16642136.000000 Penalty: 3929.209717
	Iteration 86Q: 3 clusters Score -1.664214e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 172493 members 
Entering Unmasked Estep 
Score: -16642519.000000 Penalty: 3929.209717
	Iteration 87Q: 3 clusters Score -1.664252e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 173666 members 
Entering Unmasked Estep 
Score: -16642854.000000 Penalty: 3929.209717
	Iteration 88Q: 3 clusters Score -1.664285e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 174541 members 
Entering Unmasked Estep 
Score: -16643086.000000 Penalty: 3929.209717
	Iteration 89Q: 3 clusters Score -1.664309e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -16643321.000000 Penalty: 3929.209717
	Iteration 90Q: 3 clusters Score -1.664332e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 175725 members 
Entering Unmasked Estep 
Score: -16643471.000000 Penalty: 3929.209717
	Iteration 91Q: 3 clusters Score -1.664347e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 176112 members 
Entering Unmasked Estep 
Score: -16643532.000000 Penalty: 3929.209717
	Iteration 92Q: 3 clusters Score -1.664353e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 176403 members 
Entering Unmasked Estep 
Score: -16643615.000000 Penalty: 3929.209717
	Iteration 93Q: 3 clusters Score -1.664362e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -16643709.000000 Penalty: 3929.209717
	Iteration 94Q: 3 clusters Score -1.664371e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -16643783.000000 Penalty: 3929.209717
	Iteration 95Q: 3 clusters Score -1.664378e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 176879 members 
Entering Unmasked Estep 
Score: -16643800.000000 Penalty: 3929.209717
	Iteration 96Q: 3 clusters Score -1.66438e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -16643811.000000 Penalty: 3929.209717
	Iteration 97Q: 3 clusters Score -1.664381e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 177059 members 
Entering Unmasked Estep 
Score: -16643845.000000 Penalty: 3929.209717
	Iteration 98Q: 3 clusters Score -1.664384e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 177127 members 
Entering Unmasked Estep 
Score: -16643890.000000 Penalty: 3929.209717
	Iteration 99Q: 3 clusters Score -1.664389e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 177170 members 
Entering Unmasked Estep 
Score: -16643888.000000 Penalty: 3929.209717
	Iteration 100F: 3 clusters Score -1.664389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 177202 members 
Entering Unmasked Estep 
Score: -16643909.000000 Penalty: 3929.209717
	Iteration 101Q: 3 clusters Score -1.664391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 177231 members 
Entering Unmasked Estep 
Score: -16643915.000000 Penalty: 3929.209717
	Iteration 102Q: 3 clusters Score -1.664392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 177261 members 
Entering Unmasked Estep 
Score: -16643943.000000 Penalty: 3929.209717
	Iteration 103Q: 3 clusters Score -1.664394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 177291 members 
Entering Unmasked Estep 
Score: -16643936.000000 Penalty: 3929.209717
	Iteration 104Q: 3 clusters Score -1.664394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177308 members 
Entering Unmasked Estep 
Score: -16643910.000000 Penalty: 3929.209717
	Iteration 105Q: 3 clusters Score -1.664391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 177321 members 
Entering Unmasked Estep 
Score: -16643930.000000 Penalty: 3929.209717
	Iteration 106Q: 3 clusters Score -1.664393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 177337 members 
Entering Unmasked Estep 
Score: -16643942.000000 Penalty: 3929.209717
	Iteration 107Q: 3 clusters Score -1.664394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 177350 members 
Entering Unmasked Estep 
Score: -16643973.000000 Penalty: 3929.209717
	Iteration 108Q: 3 clusters Score -1.664397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 177362 members 
Entering Unmasked Estep 
Score: -16643988.000000 Penalty: 3929.209717
	Iteration 109Q: 3 clusters Score -1.664399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -16644004.000000 Penalty: 3929.209717
	Iteration 110Q: 3 clusters Score -1.6644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 177377 members 
Entering Unmasked Estep 
Score: -16644014.000000 Penalty: 3929.209717
	Iteration 111Q: 3 clusters Score -1.664401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 177383 members 
Entering Unmasked Estep 
Score: -16644001.000000 Penalty: 3929.209717
	Iteration 112Q: 3 clusters Score -1.6644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -16644008.000000 Penalty: 3929.209717
	Iteration 113Q: 3 clusters Score -1.664401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 177404 members 
Entering Unmasked Estep 
Score: -16644024.000000 Penalty: 3929.209717
	Iteration 114Q: 3 clusters Score -1.664402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 177407 members 
Entering Unmasked Estep 
Score: -16644029.000000 Penalty: 3929.209717
	Iteration 115Q: 3 clusters Score -1.664403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 177409 members 
Entering Unmasked Estep 
Score: -16644039.000000 Penalty: 3929.209717
	Iteration 116Q: 3 clusters Score -1.664404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -16644036.000000 Penalty: 3929.209717
	Iteration 117Q: 3 clusters Score -1.664404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -16644037.000000 Penalty: 3929.209717
	Iteration 118Q: 3 clusters Score -1.664404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 177415 members 
Entering Unmasked Estep 
Score: -16644031.000000 Penalty: 3929.209717
	Iteration 119Q: 3 clusters Score -1.664403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -16644019.000000 Penalty: 3929.209717
	Iteration 120F: 3 clusters Score -1.664402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -16644028.000000 Penalty: 3929.209717
	Iteration 121Q: 3 clusters Score -1.664403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 177418 members 
Entering Unmasked Estep 
Score: -16644025.000000 Penalty: 3929.209717
	Iteration 122Q: 3 clusters Score -1.664402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 177421 members 
Entering Unmasked Estep 
Score: -16644025.000000 Penalty: 3929.209717
	Iteration 123Q: 3 clusters Score -1.664402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -16644029.000000 Penalty: 3929.209717
	Iteration 124Q: 3 clusters Score -1.664403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 177423 members 
Entering Unmasked Estep 
Score: -16644028.000000 Penalty: 3929.209717
	Iteration 125Q: 3 clusters Score -1.664403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -16644024.000000 Penalty: 3929.209717
	Iteration 126Q: 3 clusters Score -1.664402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -16644024.000000 Penalty: 3929.209717
	Iteration 127F: 3 clusters Score -1.664402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -506331.812500 Penalty: 1393.818848
	Iteration 0F: 2 clusters Score -506331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -502128.593750 Penalty: 2787.637695
	Iteration 0F: 3 clusters Score -502128.6 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -503280.031250 Penalty: 2787.637695
	Iteration 1F: 3 clusters Score -503280 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -503495.375000 Penalty: 2787.637695
	Iteration 2F: 3 clusters Score -503495.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -503655.937500 Penalty: 2787.637695
	Iteration 3F: 3 clusters Score -503655.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -503797.750000 Penalty: 2787.637695
	Iteration 4Q: 3 clusters Score -503797.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -503949.406250 Penalty: 2787.637695
	Iteration 5Q: 3 clusters Score -503949.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -504104.093750 Penalty: 2787.637695
	Iteration 6Q: 3 clusters Score -504104.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -504258.562500 Penalty: 2787.637695
	Iteration 7Q: 3 clusters Score -504258.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -504392.843750 Penalty: 2787.637695
	Iteration 8Q: 3 clusters Score -504392.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -504495.437500 Penalty: 2787.637695
	Iteration 9Q: 3 clusters Score -504495.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -504590.125000 Penalty: 2787.637695
	Iteration 10Q: 3 clusters Score -504590.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -504665.187500 Penalty: 2787.637695
	Iteration 11Q: 3 clusters Score -504665.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -504729.843750 Penalty: 2787.637695
	Iteration 12Q: 3 clusters Score -504729.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -504788.468750 Penalty: 2787.637695
	Iteration 13Q: 3 clusters Score -504788.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -504834.406250 Penalty: 2787.637695
	Iteration 14Q: 3 clusters Score -504834.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -504867.406250 Penalty: 2787.637695
	Iteration 15Q: 3 clusters Score -504867.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -504901.031250 Penalty: 2787.637695
	Iteration 16Q: 3 clusters Score -504901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -504927.687500 Penalty: 2787.637695
	Iteration 17Q: 3 clusters Score -504927.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -504955.593750 Penalty: 2787.637695
	Iteration 18Q: 3 clusters Score -504955.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -504983.250000 Penalty: 2787.637695
	Iteration 19Q: 3 clusters Score -504983.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -505006.125000 Penalty: 2787.637695
	Iteration 20F: 3 clusters Score -505006.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -505023.062500 Penalty: 2787.637695
	Iteration 21Q: 3 clusters Score -505023.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -505038.875000 Penalty: 2787.637695
	Iteration 22Q: 3 clusters Score -505038.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -505051.718750 Penalty: 2787.637695
	Iteration 23Q: 3 clusters Score -505051.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -505062.500000 Penalty: 2787.637695
	Iteration 24Q: 3 clusters Score -505062.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -505075.562500 Penalty: 2787.637695
	Iteration 25Q: 3 clusters Score -505075.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -505092.062500 Penalty: 2787.637695
	Iteration 26Q: 3 clusters Score -505092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -505105.312500 Penalty: 2787.637695
	Iteration 27Q: 3 clusters Score -505105.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -505114.250000 Penalty: 2787.637695
	Iteration 28Q: 3 clusters Score -505114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -505119.750000 Penalty: 2787.637695
	Iteration 29Q: 3 clusters Score -505119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -505121.468750 Penalty: 2787.637695
	Iteration 30Q: 3 clusters Score -505121.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -505121.468750 Penalty: 2787.637695
	Iteration 31F: 3 clusters Score -505121.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Entering Unmasked Estep 
Score: -3741498.000000 Penalty: 1719.546631
	Iteration 0F: 2 clusters Score -3741498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3715183.250000 Penalty: 3439.093262
	Iteration 0F: 3 clusters Score -3715183 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3725308.500000 Penalty: 3439.093262
	Iteration 1F: 3 clusters Score -3725308 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3725729.000000 Penalty: 3439.093262
	Iteration 2Q: 3 clusters Score -3725729 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3726182.000000 Penalty: 3439.093262
	Iteration 3Q: 3 clusters Score -3726182 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3726855.500000 Penalty: 3439.093262
	Iteration 4Q: 3 clusters Score -3726856 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3727862.000000 Penalty: 3439.093262
	Iteration 5F: 3 clusters Score -3727862 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3729441.000000 Penalty: 3439.093262
	Iteration 6F: 3 clusters Score -3729441 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3731790.250000 Penalty: 3439.093262
	Iteration 7F: 3 clusters Score -3731790 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3734631.750000 Penalty: 3439.093262
	Iteration 8F: 3 clusters Score -3734632 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3737150.750000 Penalty: 3439.093262
	Iteration 9F: 3 clusters Score -3737151 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3738647.750000 Penalty: 3439.093262
	Iteration 10Q: 3 clusters Score -3738648 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3739361.750000 Penalty: 3439.093262
	Iteration 11Q: 3 clusters Score -3739362 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3739657.250000 Penalty: 3439.093262
	Iteration 12Q: 3 clusters Score -3739657 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3739824.250000 Penalty: 3439.093262
	Iteration 13Q: 3 clusters Score -3739824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3739895.250000 Penalty: 3439.093262
	Iteration 14Q: 3 clusters Score -3739895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3739935.000000 Penalty: 3439.093262
	Iteration 15Q: 3 clusters Score -3739935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3739956.750000 Penalty: 3439.093262
	Iteration 16Q: 3 clusters Score -3739957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3739965.750000 Penalty: 3439.093262
	Iteration 17Q: 3 clusters Score -3739966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3739975.250000 Penalty: 3439.093262
	Iteration 18Q: 3 clusters Score -3739975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3739988.250000 Penalty: 3439.093262
	Iteration 19Q: 3 clusters Score -3739988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3740001.750000 Penalty: 3439.093262
	Iteration 20F: 3 clusters Score -3740002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3740008.500000 Penalty: 3439.093262
	Iteration 21Q: 3 clusters Score -3740008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3740008.750000 Penalty: 3439.093262
	Iteration 22Q: 3 clusters Score -3740009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3740013.250000 Penalty: 3439.093262
	Iteration 23Q: 3 clusters Score -3740013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3740013.250000 Penalty: 3439.093262
	Iteration 24Q: 3 clusters Score -3740013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3740013.250000 Penalty: 3439.093262
	Iteration 25F: 3 clusters Score -3740013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Entering Unmasked Estep 
Score: -490139.093750 Penalty: 1393.144287
	Iteration 0F: 2 clusters Score -490139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -485945.062500 Penalty: 2786.288574
	Iteration 0F: 3 clusters Score -485945.1 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -487112.468750 Penalty: 2786.288574
	Iteration 1F: 3 clusters Score -487112.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -487330.593750 Penalty: 2786.288574
	Iteration 2F: 3 clusters Score -487330.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -487470.843750 Penalty: 2786.288574
	Iteration 3F: 3 clusters Score -487470.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -487551.593750 Penalty: 2786.288574
	Iteration 4Q: 3 clusters Score -487551.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -487595.843750 Penalty: 2786.288574
	Iteration 5Q: 3 clusters Score -487595.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -487629.968750 Penalty: 2786.288574
	Iteration 6Q: 3 clusters Score -487630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -487667.343750 Penalty: 2786.288574
	Iteration 7Q: 3 clusters Score -487667.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -487712.968750 Penalty: 2786.288574
	Iteration 8Q: 3 clusters Score -487713 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -487766.687500 Penalty: 2786.288574
	Iteration 9Q: 3 clusters Score -487766.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -487807.125000 Penalty: 2786.288574
	Iteration 10Q: 3 clusters Score -487807.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -487853.218750 Penalty: 2786.288574
	Iteration 11Q: 3 clusters Score -487853.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -487901.500000 Penalty: 2786.288574
	Iteration 12Q: 3 clusters Score -487901.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -487944.437500 Penalty: 2786.288574
	Iteration 13Q: 3 clusters Score -487944.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -487989.218750 Penalty: 2786.288574
	Iteration 14Q: 3 clusters Score -487989.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -488041.531250 Penalty: 2786.288574
	Iteration 15Q: 3 clusters Score -488041.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -488094.968750 Penalty: 2786.288574
	Iteration 16Q: 3 clusters Score -488095 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -488149.531250 Penalty: 2786.288574
	Iteration 17Q: 3 clusters Score -488149.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -488203.625000 Penalty: 2786.288574
	Iteration 18Q: 3 clusters Score -488203.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -488272.312500 Penalty: 2786.288574
	Iteration 19Q: 3 clusters Score -488272.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -488325.000000 Penalty: 2786.288574
	Iteration 20F: 3 clusters Score -488325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -488377.531250 Penalty: 2786.288574
	Iteration 21Q: 3 clusters Score -488377.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -488419.062500 Penalty: 2786.288574
	Iteration 22Q: 3 clusters Score -488419.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -488458.906250 Penalty: 2786.288574
	Iteration 23Q: 3 clusters Score -488458.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -488496.750000 Penalty: 2786.288574
	Iteration 24Q: 3 clusters Score -488496.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -488520.031250 Penalty: 2786.288574
	Iteration 25Q: 3 clusters Score -488520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -488540.375000 Penalty: 2786.288574
	Iteration 26Q: 3 clusters Score -488540.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -488556.593750 Penalty: 2786.288574
	Iteration 27Q: 3 clusters Score -488556.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -488573.718750 Penalty: 2786.288574
	Iteration 28Q: 3 clusters Score -488573.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -488592.531250 Penalty: 2786.288574
	Iteration 29Q: 3 clusters Score -488592.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -488610.437500 Penalty: 2786.288574
	Iteration 30Q: 3 clusters Score -488610.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -488630.375000 Penalty: 2786.288574
	Iteration 31Q: 3 clusters Score -488630.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -488648.968750 Penalty: 2786.288574
	Iteration 32Q: 3 clusters Score -488649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -488674.187500 Penalty: 2786.288574
	Iteration 33Q: 3 clusters Score -488674.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -488700.843750 Penalty: 2786.288574
	Iteration 34Q: 3 clusters Score -488700.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -488723.531250 Penalty: 2786.288574
	Iteration 35Q: 3 clusters Score -488723.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -488754.437500 Penalty: 2786.288574
	Iteration 36Q: 3 clusters Score -488754.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -488772.093750 Penalty: 2786.288574
	Iteration 37Q: 3 clusters Score -488772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -488780.656250 Penalty: 2786.288574
	Iteration 38Q: 3 clusters Score -488780.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -488797.093750 Penalty: 2786.288574
	Iteration 39Q: 3 clusters Score -488797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -488807.218750 Penalty: 2786.288574
	Iteration 40F: 3 clusters Score -488807.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -488822.531250 Penalty: 2786.288574
	Iteration 41Q: 3 clusters Score -488822.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -488830.250000 Penalty: 2786.288574
	Iteration 42Q: 3 clusters Score -488830.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -488841.375000 Penalty: 2786.288574
	Iteration 43Q: 3 clusters Score -488841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -488850.968750 Penalty: 2786.288574
	Iteration 44Q: 3 clusters Score -488851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -488857.968750 Penalty: 2786.288574
	Iteration 45Q: 3 clusters Score -488858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -488864.906250 Penalty: 2786.288574
	Iteration 46Q: 3 clusters Score -488864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -488876.687500 Penalty: 2786.288574
	Iteration 47Q: 3 clusters Score -488876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -488884.031250 Penalty: 2786.288574
	Iteration 48Q: 3 clusters Score -488884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -488890.906250 Penalty: 2786.288574
	Iteration 49Q: 3 clusters Score -488890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -488896.437500 Penalty: 2786.288574
	Iteration 50Q: 3 clusters Score -488896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -488899.406250 Penalty: 2786.288574
	Iteration 51Q: 3 clusters Score -488899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -488903.281250 Penalty: 2786.288574
	Iteration 52Q: 3 clusters Score -488903.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -488911.218750 Penalty: 2786.288574
	Iteration 53Q: 3 clusters Score -488911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -488919.312500 Penalty: 2786.288574
	Iteration 54Q: 3 clusters Score -488919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -488919.625000 Penalty: 2786.288574
	Iteration 55Q: 3 clusters Score -488919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -488921.250000 Penalty: 2786.288574
	Iteration 56Q: 3 clusters Score -488921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -488921.250000 Penalty: 2786.288574
	Iteration 57F: 3 clusters Score -488921.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -316258.625000 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -316258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -313196.093750 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -313196.1 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -313948.500000 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -313948.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -314093.062500 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -314093.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -314201.718750 Penalty: 2660.419922
	Iteration 3F: 3 clusters Score -314201.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -314301.468750 Penalty: 2660.419922
	Iteration 4Q: 3 clusters Score -314301.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -314393.968750 Penalty: 2660.419922
	Iteration 5Q: 3 clusters Score -314394 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -314497.312500 Penalty: 2660.419922
	Iteration 6Q: 3 clusters Score -314497.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -314595.781250 Penalty: 2660.419922
	Iteration 7Q: 3 clusters Score -314595.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -314673.937500 Penalty: 2660.419922
	Iteration 8Q: 3 clusters Score -314673.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -314739.437500 Penalty: 2660.419922
	Iteration 9Q: 3 clusters Score -314739.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -314797.406250 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -314797.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -314847.187500 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -314847.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -314895.843750 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -314895.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -314956.656250 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -314956.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -315013.812500 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -315013.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -315055.156250 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -315055.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -315088.093750 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -315088.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -315123.437500 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -315123.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -315152.125000 Penalty: 2660.419922
	Iteration 18Q: 3 clusters Score -315152.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -315170.531250 Penalty: 2660.419922
	Iteration 19Q: 3 clusters Score -315170.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -315187.468750 Penalty: 2660.419922
	Iteration 20F: 3 clusters Score -315187.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -315200.937500 Penalty: 2660.419922
	Iteration 21Q: 3 clusters Score -315200.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -315211.343750 Penalty: 2660.419922
	Iteration 22Q: 3 clusters Score -315211.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -315221.156250 Penalty: 2660.419922
	Iteration 23Q: 3 clusters Score -315221.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -315228.312500 Penalty: 2660.419922
	Iteration 24Q: 3 clusters Score -315228.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -315233.500000 Penalty: 2660.419922
	Iteration 25Q: 3 clusters Score -315233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -315235.875000 Penalty: 2660.419922
	Iteration 26Q: 3 clusters Score -315235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -315238.406250 Penalty: 2660.419922
	Iteration 27Q: 3 clusters Score -315238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -315239.093750 Penalty: 2660.419922
	Iteration 28Q: 3 clusters Score -315239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -315239.125000 Penalty: 2660.419922
	Iteration 29Q: 3 clusters Score -315239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -315239.125000 Penalty: 2660.419922
	Iteration 30F: 3 clusters Score -315239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37982.734375 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -37982.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36918.449219 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -36918.45 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37290.222656 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -37290.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37522.722656 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -37522.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37624.679688 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -37624.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37678.933594 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -37678.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37709.339844 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -37709.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37725.824219 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -37725.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37730.992188 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -37730.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37733.031250 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -37733.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37733.031250 Penalty: 2057.738037
	Iteration 9F: 3 clusters Score -37733.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Entering Unmasked Estep 
Score: -856127.875000 Penalty: 1482.511353
	Iteration 0F: 2 clusters Score -856127.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -849532.375000 Penalty: 2965.022705
	Iteration 0F: 3 clusters Score -849532.4 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -851519.437500 Penalty: 2965.022705
	Iteration 1F: 3 clusters Score -851519.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -851788.000000 Penalty: 2965.022705
	Iteration 2F: 3 clusters Score -851788 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -852062.125000 Penalty: 2965.022705
	Iteration 3F: 3 clusters Score -852062.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -852376.500000 Penalty: 2965.022705
	Iteration 4F: 3 clusters Score -852376.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -852784.500000 Penalty: 2965.022705
	Iteration 5F: 3 clusters Score -852784.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -853292.812500 Penalty: 2965.022705
	Iteration 6F: 3 clusters Score -853292.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -853852.125000 Penalty: 2965.022705
	Iteration 7F: 3 clusters Score -853852.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -854274.312500 Penalty: 2965.022705
	Iteration 8F: 3 clusters Score -854274.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -854514.125000 Penalty: 2965.022705
	Iteration 9Q: 3 clusters Score -854514.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -854654.812500 Penalty: 2965.022705
	Iteration 10Q: 3 clusters Score -854654.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -854751.312500 Penalty: 2965.022705
	Iteration 11Q: 3 clusters Score -854751.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -854808.812500 Penalty: 2965.022705
	Iteration 12Q: 3 clusters Score -854808.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -854849.812500 Penalty: 2965.022705
	Iteration 13Q: 3 clusters Score -854849.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -854871.500000 Penalty: 2965.022705
	Iteration 14Q: 3 clusters Score -854871.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -854884.500000 Penalty: 2965.022705
	Iteration 15Q: 3 clusters Score -854884.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -854899.562500 Penalty: 2965.022705
	Iteration 16Q: 3 clusters Score -854899.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -854917.250000 Penalty: 2965.022705
	Iteration 17Q: 3 clusters Score -854917.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -854935.187500 Penalty: 2965.022705
	Iteration 18Q: 3 clusters Score -854935.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -854948.562500 Penalty: 2965.022705
	Iteration 19Q: 3 clusters Score -854948.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -854962.562500 Penalty: 2965.022705
	Iteration 20F: 3 clusters Score -854962.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -854973.750000 Penalty: 2965.022705
	Iteration 21Q: 3 clusters Score -854973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -854982.125000 Penalty: 2965.022705
	Iteration 22Q: 3 clusters Score -854982.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -854989.750000 Penalty: 2965.022705
	Iteration 23Q: 3 clusters Score -854989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -854995.937500 Penalty: 2965.022705
	Iteration 24Q: 3 clusters Score -854995.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -854995.250000 Penalty: 2965.022705
	Iteration 25Q: 3 clusters Score -854995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -854997.062500 Penalty: 2965.022705
	Iteration 26Q: 3 clusters Score -854997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -854999.750000 Penalty: 2965.022705
	Iteration 27Q: 3 clusters Score -854999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -854999.312500 Penalty: 2965.022705
	Iteration 28Q: 3 clusters Score -854999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -855001.750000 Penalty: 2965.022705
	Iteration 29Q: 3 clusters Score -855001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -855002.000000 Penalty: 2965.022705
	Iteration 30Q: 3 clusters Score -855002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -855003.500000 Penalty: 2965.022705
	Iteration 31Q: 3 clusters Score -855003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -855003.937500 Penalty: 2965.022705
	Iteration 32Q: 3 clusters Score -855003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -855007.250000 Penalty: 2965.022705
	Iteration 33Q: 3 clusters Score -855007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -855007.250000 Penalty: 2965.022705
	Iteration 34F: 3 clusters Score -855007.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Entering Unmasked Estep 
Score: -5177235.000000 Penalty: 1772.890259
	Iteration 0F: 2 clusters Score -5177235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -5140905.000000 Penalty: 3545.780518
	Iteration 0F: 3 clusters Score -5140905 nChanged 25722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5155655.000000 Penalty: 3545.780518
	Iteration 1F: 3 clusters Score -5155655 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -5156486.000000 Penalty: 3545.780518
	Iteration 2Q: 3 clusters Score -5156486 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -5157585.000000 Penalty: 3545.780518
	Iteration 3Q: 3 clusters Score -5157585 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -5158921.500000 Penalty: 3545.780518
	Iteration 4Q: 3 clusters Score -5158922 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5160712.500000 Penalty: 3545.780518
	Iteration 5F: 3 clusters Score -5160712 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -5162842.500000 Penalty: 3545.780518
	Iteration 6F: 3 clusters Score -5162842 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -5165082.000000 Penalty: 3545.780518
	Iteration 7F: 3 clusters Score -5165082 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5166944.500000 Penalty: 3545.780518
	Iteration 8F: 3 clusters Score -5166944 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5168243.500000 Penalty: 3545.780518
	Iteration 9Q: 3 clusters Score -5168244 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5168827.000000 Penalty: 3545.780518
	Iteration 10Q: 3 clusters Score -5168827 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5169154.000000 Penalty: 3545.780518
	Iteration 11Q: 3 clusters Score -5169154 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -5169349.500000 Penalty: 3545.780518
	Iteration 12Q: 3 clusters Score -5169350 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -5169523.500000 Penalty: 3545.780518
	Iteration 13Q: 3 clusters Score -5169524 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -5169696.500000 Penalty: 3545.780518
	Iteration 14Q: 3 clusters Score -5169696 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5169813.500000 Penalty: 3545.780518
	Iteration 15Q: 3 clusters Score -5169814 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -5169935.000000 Penalty: 3545.780518
	Iteration 16Q: 3 clusters Score -5169935 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5170040.000000 Penalty: 3545.780518
	Iteration 17Q: 3 clusters Score -5170040 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -5170134.000000 Penalty: 3545.780518
	Iteration 18Q: 3 clusters Score -5170134 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5170226.500000 Penalty: 3545.780518
	Iteration 19Q: 3 clusters Score -5170226 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5170345.000000 Penalty: 3545.780518
	Iteration 20F: 3 clusters Score -5170345 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -5170437.500000 Penalty: 3545.780518
	Iteration 21Q: 3 clusters Score -5170438 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5170537.000000 Penalty: 3545.780518
	Iteration 22Q: 3 clusters Score -5170537 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -5170600.500000 Penalty: 3545.780518
	Iteration 23Q: 3 clusters Score -5170600 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -5170686.000000 Penalty: 3545.780518
	Iteration 24Q: 3 clusters Score -5170686 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5170758.000000 Penalty: 3545.780518
	Iteration 25Q: 3 clusters Score -5170758 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5170812.000000 Penalty: 3545.780518
	Iteration 26Q: 3 clusters Score -5170812 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5170870.500000 Penalty: 3545.780518
	Iteration 27Q: 3 clusters Score -5170870 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -5170948.500000 Penalty: 3545.780518
	Iteration 28Q: 3 clusters Score -5170948 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -5171026.000000 Penalty: 3545.780518
	Iteration 29Q: 3 clusters Score -5171026 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5171083.500000 Penalty: 3545.780518
	Iteration 30Q: 3 clusters Score -5171084 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -5171135.000000 Penalty: 3545.780518
	Iteration 31Q: 3 clusters Score -5171135 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -5171205.000000 Penalty: 3545.780518
	Iteration 32Q: 3 clusters Score -5171205 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -5171243.000000 Penalty: 3545.780518
	Iteration 33Q: 3 clusters Score -5171243 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5171303.500000 Penalty: 3545.780518
	Iteration 34Q: 3 clusters Score -5171304 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -5171369.500000 Penalty: 3545.780518
	Iteration 35Q: 3 clusters Score -5171370 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -5171460.500000 Penalty: 3545.780518
	Iteration 36Q: 3 clusters Score -5171460 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -5171520.500000 Penalty: 3545.780518
	Iteration 37Q: 3 clusters Score -5171520 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -5171634.500000 Penalty: 3545.780518
	Iteration 38Q: 3 clusters Score -5171634 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -5171762.000000 Penalty: 3545.780518
	Iteration 39Q: 3 clusters Score -5171762 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -5171867.000000 Penalty: 3545.780518
	Iteration 40F: 3 clusters Score -5171867 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -5172015.500000 Penalty: 3545.780518
	Iteration 41Q: 3 clusters Score -5172016 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -5172163.500000 Penalty: 3545.780518
	Iteration 42Q: 3 clusters Score -5172164 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -5172322.000000 Penalty: 3545.780518
	Iteration 43Q: 3 clusters Score -5172322 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -5172489.500000 Penalty: 3545.780518
	Iteration 44Q: 3 clusters Score -5172490 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -5172600.500000 Penalty: 3545.780518
	Iteration 45Q: 3 clusters Score -5172600 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -5172770.000000 Penalty: 3545.780518
	Iteration 46Q: 3 clusters Score -5172770 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5172946.500000 Penalty: 3545.780518
	Iteration 47Q: 3 clusters Score -5172946 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5173107.500000 Penalty: 3545.780518
	Iteration 48Q: 3 clusters Score -5173108 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -5173315.000000 Penalty: 3545.780518
	Iteration 49Q: 3 clusters Score -5173315 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -5173517.500000 Penalty: 3545.780518
	Iteration 50Q: 3 clusters Score -5173518 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -5173769.000000 Penalty: 3545.780518
	Iteration 51Q: 3 clusters Score -5173769 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5173989.000000 Penalty: 3545.780518
	Iteration 52Q: 3 clusters Score -5173989 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5174229.000000 Penalty: 3545.780518
	Iteration 53Q: 3 clusters Score -5174229 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -5174447.500000 Penalty: 3545.780518
	Iteration 54Q: 3 clusters Score -5174448 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5174617.000000 Penalty: 3545.780518
	Iteration 55Q: 3 clusters Score -5174617 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5174776.000000 Penalty: 3545.780518
	Iteration 56Q: 3 clusters Score -5174776 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5174931.500000 Penalty: 3545.780518
	Iteration 57Q: 3 clusters Score -5174932 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5175067.000000 Penalty: 3545.780518
	Iteration 58Q: 3 clusters Score -5175067 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5175191.000000 Penalty: 3545.780518
	Iteration 59Q: 3 clusters Score -5175191 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5175266.000000 Penalty: 3545.780518
	Iteration 60F: 3 clusters Score -5175266 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5175334.000000 Penalty: 3545.780518
	Iteration 61Q: 3 clusters Score -5175334 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5175379.500000 Penalty: 3545.780518
	Iteration 62Q: 3 clusters Score -5175380 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5175430.500000 Penalty: 3545.780518
	Iteration 63Q: 3 clusters Score -5175430 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5175484.500000 Penalty: 3545.780518
	Iteration 64Q: 3 clusters Score -5175484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5175512.500000 Penalty: 3545.780518
	Iteration 65Q: 3 clusters Score -5175512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5175547.500000 Penalty: 3545.780518
	Iteration 66Q: 3 clusters Score -5175548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5175562.000000 Penalty: 3545.780518
	Iteration 67Q: 3 clusters Score -5175562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5175597.500000 Penalty: 3545.780518
	Iteration 68Q: 3 clusters Score -5175598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5175612.500000 Penalty: 3545.780518
	Iteration 69Q: 3 clusters Score -5175612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5175646.500000 Penalty: 3545.780518
	Iteration 70Q: 3 clusters Score -5175646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5175656.500000 Penalty: 3545.780518
	Iteration 71Q: 3 clusters Score -5175656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5175654.000000 Penalty: 3545.780518
	Iteration 72Q: 3 clusters Score -5175654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5175670.000000 Penalty: 3545.780518
	Iteration 73Q: 3 clusters Score -5175670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5175676.500000 Penalty: 3545.780518
	Iteration 74Q: 3 clusters Score -5175676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5175683.500000 Penalty: 3545.780518
	Iteration 75Q: 3 clusters Score -5175684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5175684.000000 Penalty: 3545.780518
	Iteration 76Q: 3 clusters Score -5175684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5175699.500000 Penalty: 3545.780518
	Iteration 77Q: 3 clusters Score -5175700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5175702.500000 Penalty: 3545.780518
	Iteration 78Q: 3 clusters Score -5175702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5175711.500000 Penalty: 3545.780518
	Iteration 79Q: 3 clusters Score -5175712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5175725.500000 Penalty: 3545.780518
	Iteration 80F: 3 clusters Score -5175726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5175723.500000 Penalty: 3545.780518
	Iteration 81Q: 3 clusters Score -5175724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5175729.000000 Penalty: 3545.780518
	Iteration 82Q: 3 clusters Score -5175729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5175729.500000 Penalty: 3545.780518
	Iteration 83Q: 3 clusters Score -5175730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5175730.500000 Penalty: 3545.780518
	Iteration 84Q: 3 clusters Score -5175730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5175731.000000 Penalty: 3545.780518
	Iteration 85Q: 3 clusters Score -5175731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5175734.000000 Penalty: 3545.780518
	Iteration 86Q: 3 clusters Score -5175734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5175731.000000 Penalty: 3545.780518
	Iteration 87Q: 3 clusters Score -5175731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5175732.500000 Penalty: 3545.780518
	Iteration 88Q: 3 clusters Score -5175732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5175732.500000 Penalty: 3545.780518
	Iteration 89Q: 3 clusters Score -5175732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5175732.500000 Penalty: 3545.780518
	Iteration 90Q: 3 clusters Score -5175732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5175736.000000 Penalty: 3545.780518
	Iteration 91Q: 3 clusters Score -5175736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5175739.000000 Penalty: 3545.780518
	Iteration 92Q: 3 clusters Score -5175739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5175737.000000 Penalty: 3545.780518
	Iteration 93Q: 3 clusters Score -5175737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5175742.500000 Penalty: 3545.780518
	Iteration 94Q: 3 clusters Score -5175742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5175744.000000 Penalty: 3545.780518
	Iteration 95Q: 3 clusters Score -5175744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5175744.500000 Penalty: 3545.780518
	Iteration 96Q: 3 clusters Score -5175744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5175747.000000 Penalty: 3545.780518
	Iteration 97Q: 3 clusters Score -5175747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5175744.500000 Penalty: 3545.780518
	Iteration 98Q: 3 clusters Score -5175744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5175749.500000 Penalty: 3545.780518
	Iteration 99Q: 3 clusters Score -5175750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5175746.000000 Penalty: 3545.780518
	Iteration 100F: 3 clusters Score -5175746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Entering Unmasked Estep 
Score: -6248780.500000 Penalty: 1802.868164
	Iteration 0F: 2 clusters Score -6248780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -6204645.500000 Penalty: 3605.736328
	Iteration 0F: 3 clusters Score -6204646 nChanged 31273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -6222473.500000 Penalty: 3605.736328
	Iteration 1F: 3 clusters Score -6222474 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6223161.000000 Penalty: 3605.736328
	Iteration 2Q: 3 clusters Score -6223161 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -6223942.500000 Penalty: 3605.736328
	Iteration 3Q: 3 clusters Score -6223942 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -6224947.500000 Penalty: 3605.736328
	Iteration 4Q: 3 clusters Score -6224948 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6226169.500000 Penalty: 3605.736328
	Iteration 5Q: 3 clusters Score -6226170 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -6227769.500000 Penalty: 3605.736328
	Iteration 6Q: 3 clusters Score -6227770 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -6229886.500000 Penalty: 3605.736328
	Iteration 7F: 3 clusters Score -6229886 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -6232886.500000 Penalty: 3605.736328
	Iteration 8F: 3 clusters Score -6232886 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -6236393.000000 Penalty: 3605.736328
	Iteration 9F: 3 clusters Score -6236393 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -6239047.500000 Penalty: 3605.736328
	Iteration 10F: 3 clusters Score -6239048 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -6240244.000000 Penalty: 3605.736328
	Iteration 11Q: 3 clusters Score -6240244 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -6240752.500000 Penalty: 3605.736328
	Iteration 12Q: 3 clusters Score -6240752 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -6240999.500000 Penalty: 3605.736328
	Iteration 13Q: 3 clusters Score -6241000 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -6241279.000000 Penalty: 3605.736328
	Iteration 14Q: 3 clusters Score -6241279 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -6241476.000000 Penalty: 3605.736328
	Iteration 15Q: 3 clusters Score -6241476 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -6241570.000000 Penalty: 3605.736328
	Iteration 16Q: 3 clusters Score -6241570 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -6241700.500000 Penalty: 3605.736328
	Iteration 17Q: 3 clusters Score -6241700 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6241798 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6241909 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6241978 nChanged 576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6242094 nChanged 618
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6242197 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6242332 nChanged 687
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6242484 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6242628 nChanged 695
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6242788 nChanged 720
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -6242949.500000 Penalty: 3605.736328
	Iteration 27Q: 3 clusters Score -6242950 nChanged 744
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6243142 nChanged 702
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Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6243294 nChanged 683
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Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6243423 nChanged 660
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Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6243620 nChanged 677
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Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6243811 nChanged 666
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Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -6243948.500000 Penalty: 3605.736328
	Iteration 33Q: 3 clusters Score -6243948 nChanged 641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6244085 nChanged 626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6244238 nChanged 615
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Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6244376 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6244535 nChanged 609
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Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -6244717.500000 Penalty: 3605.736328
	Iteration 38Q: 3 clusters Score -6244718 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6244867 nChanged 605
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6245080 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6245240 nChanged 567
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Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6245390 nChanged 492
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Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6245525 nChanged 487
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Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6245662 nChanged 466
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Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6245816 nChanged 434
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Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6245965 nChanged 429
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Mstep: Class 1 contains 60454 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6246132 nChanged 408
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Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6246616 nChanged 294
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Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62507 members 
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	Iteration 53Q: 3 clusters Score -6246773 nChanged 227
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Mstep: Class 1 contains 62734 members 
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	Iteration 54Q: 3 clusters Score -6246845 nChanged 190
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Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 2889 members 
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	Iteration 55Q: 3 clusters Score -6246904 nChanged 167
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Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 2722 members 
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	Iteration 56Q: 3 clusters Score -6246948 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 2571 members 
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	Iteration 57Q: 3 clusters Score -6247001 nChanged 130
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Mstep: Class 1 contains 63372 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6247024 nChanged 109
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Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 2332 members 
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	Iteration 59Q: 3 clusters Score -6247065 nChanged 87
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Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6247066 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6247076 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63709 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6247092 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6247106 nChanged 41
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Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6247114 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6247120 nChanged 39
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Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 1939 members 
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	Iteration 66Q: 3 clusters Score -6247132 nChanged 28
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Mstep: Class 1 contains 63902 members 
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Entering Unmasked Estep 
Score: -6247138.500000 Penalty: 3605.736328
	Iteration 67Q: 3 clusters Score -6247138 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63927 members 
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Entering Unmasked Estep 
Score: -6247153.500000 Penalty: 3605.736328
	Iteration 68Q: 3 clusters Score -6247154 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 1860 members 
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	Iteration 69Q: 3 clusters Score -6247155 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63987 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6247170 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64014 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6247173 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64047 members 
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Entering Unmasked Estep 
Score: -6247191.500000 Penalty: 3605.736328
	Iteration 72Q: 3 clusters Score -6247192 nChanged 33
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Mstep: Class 1 contains 64080 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6247193 nChanged 29
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Mstep: Class 1 contains 64109 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6247199 nChanged 28
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Mstep: Class 1 contains 64137 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64159 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6247220 nChanged 22
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Mstep: Class 1 contains 64179 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6247214 nChanged 24
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Mstep: Class 1 contains 64201 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6247218 nChanged 20
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Mstep: Class 1 contains 64221 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6247228 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6247222.000000 Penalty: 3605.736328
	Iteration 80F: 3 clusters Score -6247222 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 1561 members 
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	Iteration 81Q: 3 clusters Score -6247227 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64269 members 
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	Iteration 82Q: 3 clusters Score -6247230 nChanged 20
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Mstep: Class 1 contains 64289 members 
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Entering Unmasked Estep 
Score: -6247232.500000 Penalty: 3605.736328
	Iteration 83Q: 3 clusters Score -6247232 nChanged 15
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Mstep: Class 1 contains 64304 members 
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	Iteration 84Q: 3 clusters Score -6247246 nChanged 9
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Mstep: Class 1 contains 64311 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6247242 nChanged 8
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Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6247243.500000 Penalty: 3605.736328
	Iteration 86Q: 3 clusters Score -6247244 nChanged 5
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Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6247242 nChanged 5
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Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 1486 members 
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	Iteration 88Q: 3 clusters Score -6247247 nChanged 8
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Mstep: Class 1 contains 64333 members 
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	Iteration 89Q: 3 clusters Score -6247258 nChanged 7
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Mstep: Class 1 contains 64336 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6247256 nChanged 4
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Mstep: Class 1 contains 64340 members 
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	Iteration 91Q: 3 clusters Score -6247262 nChanged 5
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Mstep: Class 1 contains 64341 members 
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	Iteration 92Q: 3 clusters Score -6247264 nChanged 4
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Mstep: Class 1 contains 64345 members 
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	Iteration 93Q: 3 clusters Score -6247270 nChanged 3
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	Iteration 94Q: 3 clusters Score -6247272 nChanged 6
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	Iteration 95Q: 3 clusters Score -6247270 nChanged 4
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6247270 nChanged 5
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	Iteration 97Q: 3 clusters Score -6247266 nChanged 3
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6247268 nChanged 7
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Mstep: Class 1 contains 64373 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6247275 nChanged 6
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Mstep: Class 1 contains 64379 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6247276 nChanged 3
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Mstep: Class 1 contains 64382 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6247279 nChanged 4
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Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6247277 nChanged 6
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Mstep: Class 1 contains 64392 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6247276 nChanged 7
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Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6247271 nChanged 4
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Mstep: Class 1 contains 64403 members 
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	Iteration 105Q: 3 clusters Score -6247270 nChanged 4
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Mstep: Class 1 contains 64407 members 
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Entering Unmasked Estep 
Score: -6247281.500000 Penalty: 3605.736328
	Iteration 106Q: 3 clusters Score -6247282 nChanged 9
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Mstep: Class 1 contains 64416 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6247280 nChanged 14
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Mstep: Class 1 contains 64430 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6247282 nChanged 11
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6247285 nChanged 11
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Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6247290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6247291.000000 Penalty: 3605.736328
	Iteration 111Q: 3 clusters Score -6247291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6247298.000000 Penalty: 3605.736328
	Iteration 112Q: 3 clusters Score -6247298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6247296.000000 Penalty: 3605.736328
	Iteration 113Q: 3 clusters Score -6247296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6247293.500000 Penalty: 3605.736328
	Iteration 114Q: 3 clusters Score -6247294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6247290.000000 Penalty: 3605.736328
	Iteration 115Q: 3 clusters Score -6247290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6247293.500000 Penalty: 3605.736328
	Iteration 116Q: 3 clusters Score -6247294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6247291.500000 Penalty: 3605.736328
	Iteration 117Q: 3 clusters Score -6247292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6247291.500000 Penalty: 3605.736328
	Iteration 118F: 3 clusters Score -6247292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Entering Unmasked Estep 
Score: -2397607.000000 Penalty: 1656.924072
	Iteration 0F: 2 clusters Score -2397607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2379437.500000 Penalty: 3313.848145
	Iteration 0F: 3 clusters Score -2379438 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2386345.000000 Penalty: 3313.848145
	Iteration 1F: 3 clusters Score -2386345 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2386853.750000 Penalty: 3313.848145
	Iteration 2Q: 3 clusters Score -2386854 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2387390.000000 Penalty: 3313.848145
	Iteration 3Q: 3 clusters Score -2387390 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2388120.000000 Penalty: 3313.848145
	Iteration 4F: 3 clusters Score -2388120 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2389000.500000 Penalty: 3313.848145
	Iteration 5F: 3 clusters Score -2389000 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2390009.250000 Penalty: 3313.848145
	Iteration 6F: 3 clusters Score -2390009 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2391010.250000 Penalty: 3313.848145
	Iteration 7F: 3 clusters Score -2391010 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2391775.250000 Penalty: 3313.848145
	Iteration 8F: 3 clusters Score -2391775 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2392306.750000 Penalty: 3313.848145
	Iteration 9Q: 3 clusters Score -2392307 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2392600.500000 Penalty: 3313.848145
	Iteration 10Q: 3 clusters Score -2392600 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2392752.750000 Penalty: 3313.848145
	Iteration 11Q: 3 clusters Score -2392753 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2392830.750000 Penalty: 3313.848145
	Iteration 12Q: 3 clusters Score -2392831 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2392870.500000 Penalty: 3313.848145
	Iteration 13Q: 3 clusters Score -2392870 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2392897.250000 Penalty: 3313.848145
	Iteration 14Q: 3 clusters Score -2392897 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2392920.000000 Penalty: 3313.848145
	Iteration 15Q: 3 clusters Score -2392920 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2392944.000000 Penalty: 3313.848145
	Iteration 16Q: 3 clusters Score -2392944 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2392975.250000 Penalty: 3313.848145
	Iteration 17Q: 3 clusters Score -2392975 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2392993.500000 Penalty: 3313.848145
	Iteration 18Q: 3 clusters Score -2392994 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2393013.500000 Penalty: 3313.848145
	Iteration 19Q: 3 clusters Score -2393014 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2393029.500000 Penalty: 3313.848145
	Iteration 20F: 3 clusters Score -2393030 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2393056.000000 Penalty: 3313.848145
	Iteration 21Q: 3 clusters Score -2393056 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2393092.000000 Penalty: 3313.848145
	Iteration 22Q: 3 clusters Score -2393092 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2393130.500000 Penalty: 3313.848145
	Iteration 23Q: 3 clusters Score -2393130 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2393161.500000 Penalty: 3313.848145
	Iteration 24Q: 3 clusters Score -2393162 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2393203.750000 Penalty: 3313.848145
	Iteration 25Q: 3 clusters Score -2393204 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2393247.500000 Penalty: 3313.848145
	Iteration 26Q: 3 clusters Score -2393248 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2393295.750000 Penalty: 3313.848145
	Iteration 27Q: 3 clusters Score -2393296 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2393334.250000 Penalty: 3313.848145
	Iteration 28Q: 3 clusters Score -2393334 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2393382.500000 Penalty: 3313.848145
	Iteration 29Q: 3 clusters Score -2393382 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2393436.500000 Penalty: 3313.848145
	Iteration 30Q: 3 clusters Score -2393436 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2393486.500000 Penalty: 3313.848145
	Iteration 31Q: 3 clusters Score -2393486 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2393545.250000 Penalty: 3313.848145
	Iteration 32Q: 3 clusters Score -2393545 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2393615.000000 Penalty: 3313.848145
	Iteration 33Q: 3 clusters Score -2393615 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2393705.000000 Penalty: 3313.848145
	Iteration 34Q: 3 clusters Score -2393705 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2393797.250000 Penalty: 3313.848145
	Iteration 35Q: 3 clusters Score -2393797 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2393887.000000 Penalty: 3313.848145
	Iteration 36Q: 3 clusters Score -2393887 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2393971.250000 Penalty: 3313.848145
	Iteration 37Q: 3 clusters Score -2393971 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2394065.250000 Penalty: 3313.848145
	Iteration 38Q: 3 clusters Score -2394065 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2394165.750000 Penalty: 3313.848145
	Iteration 39Q: 3 clusters Score -2394166 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2394265.750000 Penalty: 3313.848145
	Iteration 40F: 3 clusters Score -2394266 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2394387.000000 Penalty: 3313.848145
	Iteration 41Q: 3 clusters Score -2394387 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2394523.750000 Penalty: 3313.848145
	Iteration 42Q: 3 clusters Score -2394524 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2394638.250000 Penalty: 3313.848145
	Iteration 43Q: 3 clusters Score -2394638 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2394764.000000 Penalty: 3313.848145
	Iteration 44Q: 3 clusters Score -2394764 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2394889.000000 Penalty: 3313.848145
	Iteration 45Q: 3 clusters Score -2394889 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2395021.250000 Penalty: 3313.848145
	Iteration 46Q: 3 clusters Score -2395021 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2395141.250000 Penalty: 3313.848145
	Iteration 47Q: 3 clusters Score -2395141 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2395271.250000 Penalty: 3313.848145
	Iteration 48Q: 3 clusters Score -2395271 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2395383.250000 Penalty: 3313.848145
	Iteration 49Q: 3 clusters Score -2395383 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2395503.250000 Penalty: 3313.848145
	Iteration 50Q: 3 clusters Score -2395503 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2395583.750000 Penalty: 3313.848145
	Iteration 51Q: 3 clusters Score -2395584 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2395666.500000 Penalty: 3313.848145
	Iteration 52Q: 3 clusters Score -2395666 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2395739.500000 Penalty: 3313.848145
	Iteration 53Q: 3 clusters Score -2395740 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2395811.750000 Penalty: 3313.848145
	Iteration 54Q: 3 clusters Score -2395812 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2395871.000000 Penalty: 3313.848145
	Iteration 55Q: 3 clusters Score -2395871 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2395930.750000 Penalty: 3313.848145
	Iteration 56Q: 3 clusters Score -2395931 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2395993.250000 Penalty: 3313.848145
	Iteration 57Q: 3 clusters Score -2395993 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2396031.000000 Penalty: 3313.848145
	Iteration 58Q: 3 clusters Score -2396031 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2396064.250000 Penalty: 3313.848145
	Iteration 59Q: 3 clusters Score -2396064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2396106.250000 Penalty: 3313.848145
	Iteration 60F: 3 clusters Score -2396106 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2396135.750000 Penalty: 3313.848145
	Iteration 61Q: 3 clusters Score -2396136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2396163.250000 Penalty: 3313.848145
	Iteration 62Q: 3 clusters Score -2396163 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2396190.750000 Penalty: 3313.848145
	Iteration 63Q: 3 clusters Score -2396191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2396207.500000 Penalty: 3313.848145
	Iteration 64Q: 3 clusters Score -2396208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2396227.750000 Penalty: 3313.848145
	Iteration 65Q: 3 clusters Score -2396228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2396247.500000 Penalty: 3313.848145
	Iteration 66Q: 3 clusters Score -2396248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2396267.750000 Penalty: 3313.848145
	Iteration 67Q: 3 clusters Score -2396268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2396283.250000 Penalty: 3313.848145
	Iteration 68Q: 3 clusters Score -2396283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2396294.250000 Penalty: 3313.848145
	Iteration 69Q: 3 clusters Score -2396294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2396312.750000 Penalty: 3313.848145
	Iteration 70Q: 3 clusters Score -2396313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2396319.500000 Penalty: 3313.848145
	Iteration 71Q: 3 clusters Score -2396320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2396325.250000 Penalty: 3313.848145
	Iteration 72Q: 3 clusters Score -2396325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2396336.500000 Penalty: 3313.848145
	Iteration 73Q: 3 clusters Score -2396336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2396342.250000 Penalty: 3313.848145
	Iteration 74Q: 3 clusters Score -2396342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2396348.250000 Penalty: 3313.848145
	Iteration 75Q: 3 clusters Score -2396348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2396350.750000 Penalty: 3313.848145
	Iteration 76Q: 3 clusters Score -2396351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2396357.000000 Penalty: 3313.848145
	Iteration 77Q: 3 clusters Score -2396357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2396360.500000 Penalty: 3313.848145
	Iteration 78Q: 3 clusters Score -2396360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2396369.500000 Penalty: 3313.848145
	Iteration 79Q: 3 clusters Score -2396370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2396371.500000 Penalty: 3313.848145
	Iteration 80F: 3 clusters Score -2396372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2396374.250000 Penalty: 3313.848145
	Iteration 81Q: 3 clusters Score -2396374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2396375.000000 Penalty: 3313.848145
	Iteration 82Q: 3 clusters Score -2396375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2396386.250000 Penalty: 3313.848145
	Iteration 83Q: 3 clusters Score -2396386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2396391.750000 Penalty: 3313.848145
	Iteration 84Q: 3 clusters Score -2396392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2396393.250000 Penalty: 3313.848145
	Iteration 85Q: 3 clusters Score -2396393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2396397.000000 Penalty: 3313.848145
	Iteration 86Q: 3 clusters Score -2396397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2396397.750000 Penalty: 3313.848145
	Iteration 87Q: 3 clusters Score -2396398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2396396.750000 Penalty: 3313.848145
	Iteration 88Q: 3 clusters Score -2396397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2396403.000000 Penalty: 3313.848145
	Iteration 89Q: 3 clusters Score -2396403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2396406.750000 Penalty: 3313.848145
	Iteration 90Q: 3 clusters Score -2396407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2396413.250000 Penalty: 3313.848145
	Iteration 91Q: 3 clusters Score -2396413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2396414.250000 Penalty: 3313.848145
	Iteration 92Q: 3 clusters Score -2396414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2396417.500000 Penalty: 3313.848145
	Iteration 93Q: 3 clusters Score -2396418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2396421.000000 Penalty: 3313.848145
	Iteration 94Q: 3 clusters Score -2396421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2396423.250000 Penalty: 3313.848145
	Iteration 95Q: 3 clusters Score -2396423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2396424.000000 Penalty: 3313.848145
	Iteration 96Q: 3 clusters Score -2396424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2396425.750000 Penalty: 3313.848145
	Iteration 97Q: 3 clusters Score -2396426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2396423.250000 Penalty: 3313.848145
	Iteration 98Q: 3 clusters Score -2396423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2396430.750000 Penalty: 3313.848145
	Iteration 99Q: 3 clusters Score -2396431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2396436.000000 Penalty: 3313.848145
	Iteration 100F: 3 clusters Score -2396436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2396440.250000 Penalty: 3313.848145
	Iteration 101Q: 3 clusters Score -2396440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2396442.250000 Penalty: 3313.848145
	Iteration 102Q: 3 clusters Score -2396442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2396445.500000 Penalty: 3313.848145
	Iteration 103Q: 3 clusters Score -2396446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2396446.000000 Penalty: 3313.848145
	Iteration 104Q: 3 clusters Score -2396446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2396449.250000 Penalty: 3313.848145
	Iteration 105Q: 3 clusters Score -2396449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2396449.250000 Penalty: 3313.848145
	Iteration 106F: 3 clusters Score -2396449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -518865.937500 Penalty: 1417.868530
	Iteration 0F: 2 clusters Score -518865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -514191.906250 Penalty: 2835.737061
	Iteration 0F: 3 clusters Score -514191.9 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -515623.468750 Penalty: 2835.737061
	Iteration 1F: 3 clusters Score -515623.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -515898.062500 Penalty: 2835.737061
	Iteration 2F: 3 clusters Score -515898.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -516078.937500 Penalty: 2835.737061
	Iteration 3F: 3 clusters Score -516078.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -516242.031250 Penalty: 2835.737061
	Iteration 4Q: 3 clusters Score -516242 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -516441.031250 Penalty: 2835.737061
	Iteration 5Q: 3 clusters Score -516441 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -516647.031250 Penalty: 2835.737061
	Iteration 6Q: 3 clusters Score -516647 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -516839.250000 Penalty: 2835.737061
	Iteration 7Q: 3 clusters Score -516839.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -516994.000000 Penalty: 2835.737061
	Iteration 8Q: 3 clusters Score -516994 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -517123.312500 Penalty: 2835.737061
	Iteration 9Q: 3 clusters Score -517123.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -517224.093750 Penalty: 2835.737061
	Iteration 10Q: 3 clusters Score -517224.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -517285.687500 Penalty: 2835.737061
	Iteration 11Q: 3 clusters Score -517285.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -517323.906250 Penalty: 2835.737061
	Iteration 12Q: 3 clusters Score -517323.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -517346.187500 Penalty: 2835.737061
	Iteration 13Q: 3 clusters Score -517346.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -517366.718750 Penalty: 2835.737061
	Iteration 14Q: 3 clusters Score -517366.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -517381.406250 Penalty: 2835.737061
	Iteration 15Q: 3 clusters Score -517381.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -517389.343750 Penalty: 2835.737061
	Iteration 16Q: 3 clusters Score -517389.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -517394.562500 Penalty: 2835.737061
	Iteration 17Q: 3 clusters Score -517394.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -517401.875000 Penalty: 2835.737061
	Iteration 18Q: 3 clusters Score -517401.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -517407.906250 Penalty: 2835.737061
	Iteration 19Q: 3 clusters Score -517407.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -517411.718750 Penalty: 2835.737061
	Iteration 20F: 3 clusters Score -517411.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -517415.343750 Penalty: 2835.737061
	Iteration 21Q: 3 clusters Score -517415.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -517416.781250 Penalty: 2835.737061
	Iteration 22Q: 3 clusters Score -517416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -517416.593750 Penalty: 2835.737061
	Iteration 23Q: 3 clusters Score -517416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -517418.562500 Penalty: 2835.737061
	Iteration 24Q: 3 clusters Score -517418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -517418.687500 Penalty: 2835.737061
	Iteration 25Q: 3 clusters Score -517418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -517420.343750 Penalty: 2835.737061
	Iteration 26Q: 3 clusters Score -517420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -517421.187500 Penalty: 2835.737061
	Iteration 27Q: 3 clusters Score -517421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -517420.968750 Penalty: 2835.737061
	Iteration 28Q: 3 clusters Score -517421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -517422.843750 Penalty: 2835.737061
	Iteration 29Q: 3 clusters Score -517422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -517422.906250 Penalty: 2835.737061
	Iteration 30Q: 3 clusters Score -517422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -517423.812500 Penalty: 2835.737061
	Iteration 31Q: 3 clusters Score -517423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -517423.812500 Penalty: 2835.737061
	Iteration 32F: 3 clusters Score -517423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Entering Unmasked Estep 
Score: -9212033.000000 Penalty: 1865.999512
	Iteration 0F: 2 clusters Score -9212033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -9147166.000000 Penalty: 3731.999023
	Iteration 0F: 3 clusters Score -9147166 nChanged 46310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -9174105.000000 Penalty: 3731.999023
	Iteration 1F: 3 clusters Score -9174105 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -9175224.000000 Penalty: 3731.999023
	Iteration 2Q: 3 clusters Score -9175224 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -9177317.000000 Penalty: 3731.999023
	Iteration 3Q: 3 clusters Score -9177317 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -9181053.000000 Penalty: 3731.999023
	Iteration 4F: 3 clusters Score -9181053 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -9187125.000000 Penalty: 3731.999023
	Iteration 5F: 3 clusters Score -9187125 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -9194732.000000 Penalty: 3731.999023
	Iteration 6F: 3 clusters Score -9194732 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -9201482.000000 Penalty: 3731.999023
	Iteration 7F: 3 clusters Score -9201482 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -9205533.000000 Penalty: 3731.999023
	Iteration 8Q: 3 clusters Score -9205533 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -9207381.000000 Penalty: 3731.999023
	Iteration 9Q: 3 clusters Score -9207381 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -9208176.000000 Penalty: 3731.999023
	Iteration 10Q: 3 clusters Score -9208176 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -9208734.000000 Penalty: 3731.999023
	Iteration 11Q: 3 clusters Score -9208734 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -9209083.000000 Penalty: 3731.999023
	Iteration 12Q: 3 clusters Score -9209083 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -9209338.000000 Penalty: 3731.999023
	Iteration 13Q: 3 clusters Score -9209338 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -9209571.000000 Penalty: 3731.999023
	Iteration 14Q: 3 clusters Score -9209571 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -9209766.000000 Penalty: 3731.999023
	Iteration 15Q: 3 clusters Score -9209766 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -9209897.000000 Penalty: 3731.999023
	Iteration 16Q: 3 clusters Score -9209897 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -9210006.000000 Penalty: 3731.999023
	Iteration 17Q: 3 clusters Score -9210006 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -9210191.000000 Penalty: 3731.999023
	Iteration 18Q: 3 clusters Score -9210191 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -9210319.000000 Penalty: 3731.999023
	Iteration 19Q: 3 clusters Score -9210319 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -9210446.000000 Penalty: 3731.999023
	Iteration 20F: 3 clusters Score -9210446 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -9210520.000000 Penalty: 3731.999023
	Iteration 21Q: 3 clusters Score -9210520 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -9210568.000000 Penalty: 3731.999023
	Iteration 22Q: 3 clusters Score -9210568 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9210619.000000 Penalty: 3731.999023
	Iteration 23Q: 3 clusters Score -9210619 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9210664.000000 Penalty: 3731.999023
	Iteration 24Q: 3 clusters Score -9210664 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -9210722.000000 Penalty: 3731.999023
	Iteration 25Q: 3 clusters Score -9210722 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9210772.000000 Penalty: 3731.999023
	Iteration 26Q: 3 clusters Score -9210772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9210814.000000 Penalty: 3731.999023
	Iteration 27Q: 3 clusters Score -9210814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9210834.000000 Penalty: 3731.999023
	Iteration 28Q: 3 clusters Score -9210834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -9210825.000000 Penalty: 3731.999023
	Iteration 29Q: 3 clusters Score -9210825 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9210841.000000 Penalty: 3731.999023
	Iteration 30Q: 3 clusters Score -9210841 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95051 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9210846.000000 Penalty: 3731.999023
	Iteration 31Q: 3 clusters Score -9210846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9210843.000000 Penalty: 3731.999023
	Iteration 32Q: 3 clusters Score -9210843 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9210881.000000 Penalty: 3731.999023
	Iteration 33Q: 3 clusters Score -9210881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9210888.000000 Penalty: 3731.999023
	Iteration 34Q: 3 clusters Score -9210888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9210911.000000 Penalty: 3731.999023
	Iteration 35Q: 3 clusters Score -9210911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9210933.000000 Penalty: 3731.999023
	Iteration 36Q: 3 clusters Score -9210933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9210920.000000 Penalty: 3731.999023
	Iteration 37Q: 3 clusters Score -9210920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9210912.000000 Penalty: 3731.999023
	Iteration 38Q: 3 clusters Score -9210912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9210931.000000 Penalty: 3731.999023
	Iteration 39Q: 3 clusters Score -9210931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9210914.000000 Penalty: 3731.999023
	Iteration 40F: 3 clusters Score -9210914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9210919.000000 Penalty: 3731.999023
	Iteration 41Q: 3 clusters Score -9210919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9210925.000000 Penalty: 3731.999023
	Iteration 42Q: 3 clusters Score -9210925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9210919.000000 Penalty: 3731.999023
	Iteration 43Q: 3 clusters Score -9210919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9210926.000000 Penalty: 3731.999023
	Iteration 44Q: 3 clusters Score -9210926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9210916.000000 Penalty: 3731.999023
	Iteration 45Q: 3 clusters Score -9210916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9210928.000000 Penalty: 3731.999023
	Iteration 46Q: 3 clusters Score -9210928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9210933.000000 Penalty: 3731.999023
	Iteration 47Q: 3 clusters Score -9210933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9210933.000000 Penalty: 3731.999023
	Iteration 48Q: 3 clusters Score -9210933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9210939.000000 Penalty: 3731.999023
	Iteration 49Q: 3 clusters Score -9210939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9210939.000000 Penalty: 3731.999023
	Iteration 50F: 3 clusters Score -9210939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -15863.124023 Penalty: 887.872681
	Iteration 0F: 2 clusters Score -15863.12 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 124 members 
Entering Unmasked Estep 
Score: -15171.869141 Penalty: 1775.745361
	Iteration 0F: 3 clusters Score -15171.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15288.375977 Penalty: 1775.745361
	Iteration 1F: 3 clusters Score -15288.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15351.231445 Penalty: 1775.745361
	Iteration 2F: 3 clusters Score -15351.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15402.314453 Penalty: 1775.745361
	Iteration 3Q: 3 clusters Score -15402.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15448.051758 Penalty: 1775.745361
	Iteration 4Q: 3 clusters Score -15448.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15486.687500 Penalty: 1775.745361
	Iteration 5Q: 3 clusters Score -15486.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15531.060547 Penalty: 1775.745361
	Iteration 6Q: 3 clusters Score -15531.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15571.013672 Penalty: 1775.745361
	Iteration 7Q: 3 clusters Score -15571.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15625.610352 Penalty: 1775.745361
	Iteration 8Q: 3 clusters Score -15625.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15632.364258 Penalty: 1775.745361
	Iteration 9Q: 3 clusters Score -15632.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15632.829102 Penalty: 1775.745361
	Iteration 10F: 3 clusters Score -15632.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15654.004883 Penalty: 1775.745361
	Iteration 11Q: 3 clusters Score -15654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15726.558594 Penalty: 1775.745361
	Iteration 12Q: 3 clusters Score -15726.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15755.362305 Penalty: 1775.745361
	Iteration 13Q: 3 clusters Score -15755.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15805.180664 Penalty: 1775.745361
	Iteration 14Q: 3 clusters Score -15805.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15843.392578 Penalty: 1775.745361
	Iteration 15Q: 3 clusters Score -15843.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15883.709961 Penalty: 1775.745361
	Iteration 16Q: 3 clusters Score -15883.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15885.562500 Penalty: 1775.745361
	Iteration 17Q: 3 clusters Score -15885.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15890.392578 Penalty: 1775.745361
	Iteration 18Q: 3 clusters Score -15890.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15890.392578 Penalty: 1775.745361
	Iteration 19F: 3 clusters Score -15890.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 178060 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 39412 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 104 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 15 contains 54726 members 
Mstep: Class 16 contains 65813 members 
Mstep: Class 17 contains 26808 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 97059 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 181435 members 
Mstep: Class 23 contains 48965 members 
Entering Unmasked Estep 
Score: -66460908.000000 Penalty: 46052.835938
Splitting cluster 20 changes total score from -66462216.000000 to -66460908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (181435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181435 members 
Entering Unmasked Estep 
Score: -16914028.000000 Penalty: 1967.656128
	Iteration 0F: 2 clusters Score -1.691403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -16794982.000000 Penalty: 3935.312256
	Iteration 0F: 3 clusters Score -1.679498e+07 nChanged 87627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -16846650.000000 Penalty: 3935.312256
	Iteration 1F: 3 clusters Score -1.684665e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -16847994.000000 Penalty: 3935.312256
	Iteration 2Q: 3 clusters Score -1.684799e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -16850848.000000 Penalty: 3935.312256
	Iteration 3Q: 3 clusters Score -1.685085e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -16855536.000000 Penalty: 3935.312256
	Iteration 4F: 3 clusters Score -1.685554e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -16863798.000000 Penalty: 3935.312256
	Iteration 5F: 3 clusters Score -1.68638e+07 nChanged 15267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135642 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -16875572.000000 Penalty: 3935.312256
	Iteration 6F: 3 clusters Score -1.687557e+07 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146829 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -16887844.000000 Penalty: 3935.312256
	Iteration 7F: 3 clusters Score -1.688784e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153316 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -16899110.000000 Penalty: 3935.312256
	Iteration 8F: 3 clusters Score -1.689911e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156394 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -16905676.000000 Penalty: 3935.312256
	Iteration 9Q: 3 clusters Score -1.690568e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158144 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -16908238.000000 Penalty: 3935.312256
	Iteration 10Q: 3 clusters Score -1.690824e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -16909736.000000 Penalty: 3935.312256
	Iteration 11Q: 3 clusters Score -1.690974e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161258 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -16910848.000000 Penalty: 3935.312256
	Iteration 12Q: 3 clusters Score -1.691085e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162688 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -16911676.000000 Penalty: 3935.312256
	Iteration 13Q: 3 clusters Score -1.691168e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164075 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -16912278.000000 Penalty: 3935.312256
	Iteration 14Q: 3 clusters Score -1.691228e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -16912858.000000 Penalty: 3935.312256
	Iteration 15Q: 3 clusters Score -1.691286e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166803 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -16913226.000000 Penalty: 3935.312256
	Iteration 16Q: 3 clusters Score -1.691323e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -16913438.000000 Penalty: 3935.312256
	Iteration 17Q: 3 clusters Score -1.691344e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169336 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -16913624.000000 Penalty: 3935.312256
	Iteration 18Q: 3 clusters Score -1.691362e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -16913776.000000 Penalty: 3935.312256
	Iteration 19Q: 3 clusters Score -1.691378e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171595 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -16913798.000000 Penalty: 3935.312256
	Iteration 20F: 3 clusters Score -1.69138e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -16913670.000000 Penalty: 3935.312256
	Iteration 21Q: 3 clusters Score -1.691367e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173540 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -16913638.000000 Penalty: 3935.312256
	Iteration 22Q: 3 clusters Score -1.691364e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174402 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -16913586.000000 Penalty: 3935.312256
	Iteration 23Q: 3 clusters Score -1.691359e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175160 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -16913480.000000 Penalty: 3935.312256
	Iteration 24Q: 3 clusters Score -1.691348e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175845 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -16913376.000000 Penalty: 3935.312256
	Iteration 25Q: 3 clusters Score -1.691338e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176490 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -16913368.000000 Penalty: 3935.312256
	Iteration 26Q: 3 clusters Score -1.691337e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -16913256.000000 Penalty: 3935.312256
	Iteration 27Q: 3 clusters Score -1.691326e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177537 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -16913170.000000 Penalty: 3935.312256
	Iteration 28Q: 3 clusters Score -1.691317e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177957 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -16913074.000000 Penalty: 3935.312256
	Iteration 29Q: 3 clusters Score -1.691307e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178323 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -16913048.000000 Penalty: 3935.312256
	Iteration 30Q: 3 clusters Score -1.691305e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178676 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -16913026.000000 Penalty: 3935.312256
	Iteration 31Q: 3 clusters Score -1.691303e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179003 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -16912952.000000 Penalty: 3935.312256
	Iteration 32Q: 3 clusters Score -1.691295e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179266 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -16912950.000000 Penalty: 3935.312256
	Iteration 33Q: 3 clusters Score -1.691295e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179502 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -16912936.000000 Penalty: 3935.312256
	Iteration 34Q: 3 clusters Score -1.691294e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179685 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -16912896.000000 Penalty: 3935.312256
	Iteration 35Q: 3 clusters Score -1.69129e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179847 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16912862.000000 Penalty: 3935.312256
	Iteration 36Q: 3 clusters Score -1.691286e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180002 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16912846.000000 Penalty: 3935.312256
	Iteration 37Q: 3 clusters Score -1.691285e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16912868.000000 Penalty: 3935.312256
	Iteration 38Q: 3 clusters Score -1.691287e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180233 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16912872.000000 Penalty: 3935.312256
	Iteration 39Q: 3 clusters Score -1.691287e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -16912864.000000 Penalty: 3935.312256
	Iteration 40F: 3 clusters Score -1.691286e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16912842.000000 Penalty: 3935.312256
	Iteration 41Q: 3 clusters Score -1.691284e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180449 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16912836.000000 Penalty: 3935.312256
	Iteration 42Q: 3 clusters Score -1.691284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16912832.000000 Penalty: 3935.312256
	Iteration 43Q: 3 clusters Score -1.691283e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180537 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16912822.000000 Penalty: 3935.312256
	Iteration 44Q: 3 clusters Score -1.691282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180573 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16912816.000000 Penalty: 3935.312256
	Iteration 45Q: 3 clusters Score -1.691282e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180608 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16912804.000000 Penalty: 3935.312256
	Iteration 46Q: 3 clusters Score -1.69128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180638 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16912790.000000 Penalty: 3935.312256
	Iteration 47Q: 3 clusters Score -1.691279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180665 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16912772.000000 Penalty: 3935.312256
	Iteration 48Q: 3 clusters Score -1.691277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180684 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16912772.000000 Penalty: 3935.312256
	Iteration 49Q: 3 clusters Score -1.691277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16912768.000000 Penalty: 3935.312256
	Iteration 50Q: 3 clusters Score -1.691277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180723 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16912774.000000 Penalty: 3935.312256
	Iteration 51Q: 3 clusters Score -1.691277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180735 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16912776.000000 Penalty: 3935.312256
	Iteration 52Q: 3 clusters Score -1.691278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180741 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16912758.000000 Penalty: 3935.312256
	Iteration 53Q: 3 clusters Score -1.691276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180745 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16912748.000000 Penalty: 3935.312256
	Iteration 54Q: 3 clusters Score -1.691275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180747 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16912750.000000 Penalty: 3935.312256
	Iteration 55Q: 3 clusters Score -1.691275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180747 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16912750.000000 Penalty: 3935.312256
	Iteration 56F: 3 clusters Score -1.691275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Entering Unmasked Estep 
Score: -4647083.000000 Penalty: 1754.814819
	Iteration 0F: 2 clusters Score -4647083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4614316.000000 Penalty: 3509.629639
	Iteration 0F: 3 clusters Score -4614316 nChanged 22825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -4627137.500000 Penalty: 3509.629639
	Iteration 1F: 3 clusters Score -4627138 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4627714.000000 Penalty: 3509.629639
	Iteration 2Q: 3 clusters Score -4627714 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4628515.500000 Penalty: 3509.629639
	Iteration 3Q: 3 clusters Score -4628516 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4629828.500000 Penalty: 3509.629639
	Iteration 4F: 3 clusters Score -4629828 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -4632144.000000 Penalty: 3509.629639
	Iteration 5F: 3 clusters Score -4632144 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4635630.500000 Penalty: 3509.629639
	Iteration 6F: 3 clusters Score -4635630 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -4639512.500000 Penalty: 3509.629639
	Iteration 7F: 3 clusters Score -4639512 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4642454.000000 Penalty: 3509.629639
	Iteration 8F: 3 clusters Score -4642454 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4644199.000000 Penalty: 3509.629639
	Iteration 9Q: 3 clusters Score -4644199 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4645020.000000 Penalty: 3509.629639
	Iteration 10Q: 3 clusters Score -4645020 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4645407.000000 Penalty: 3509.629639
	Iteration 11Q: 3 clusters Score -4645407 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4645611.500000 Penalty: 3509.629639
	Iteration 12Q: 3 clusters Score -4645612 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4645714.500000 Penalty: 3509.629639
	Iteration 13Q: 3 clusters Score -4645714 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4645757.000000 Penalty: 3509.629639
	Iteration 14Q: 3 clusters Score -4645757 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4645779.500000 Penalty: 3509.629639
	Iteration 15Q: 3 clusters Score -4645780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4645800.500000 Penalty: 3509.629639
	Iteration 16Q: 3 clusters Score -4645800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4645818.500000 Penalty: 3509.629639
	Iteration 17Q: 3 clusters Score -4645818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4645828.000000 Penalty: 3509.629639
	Iteration 18Q: 3 clusters Score -4645828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4645832.000000 Penalty: 3509.629639
	Iteration 19Q: 3 clusters Score -4645832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4645831.500000 Penalty: 3509.629639
	Iteration 20F: 3 clusters Score -4645832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4645841.500000 Penalty: 3509.629639
	Iteration 21Q: 3 clusters Score -4645842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4645840.500000 Penalty: 3509.629639
	Iteration 22Q: 3 clusters Score -4645840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4645849.500000 Penalty: 3509.629639
	Iteration 23Q: 3 clusters Score -4645850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4645845.000000 Penalty: 3509.629639
	Iteration 24Q: 3 clusters Score -4645845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4645846.000000 Penalty: 3509.629639
	Iteration 25Q: 3 clusters Score -4645846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4645854.500000 Penalty: 3509.629639
	Iteration 26Q: 3 clusters Score -4645854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4645856.500000 Penalty: 3509.629639
	Iteration 27Q: 3 clusters Score -4645856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4645854.000000 Penalty: 3509.629639
	Iteration 28Q: 3 clusters Score -4645854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4645851.500000 Penalty: 3509.629639
	Iteration 29Q: 3 clusters Score -4645852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4645858.000000 Penalty: 3509.629639
	Iteration 30Q: 3 clusters Score -4645858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4645855.500000 Penalty: 3509.629639
	Iteration 31Q: 3 clusters Score -4645856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4645854.500000 Penalty: 3509.629639
	Iteration 32Q: 3 clusters Score -4645854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4645858.000000 Penalty: 3509.629639
	Iteration 33Q: 3 clusters Score -4645858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4645870.500000 Penalty: 3509.629639
	Iteration 34Q: 3 clusters Score -4645870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4645867.500000 Penalty: 3509.629639
	Iteration 35Q: 3 clusters Score -4645868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4645871.500000 Penalty: 3509.629639
	Iteration 36Q: 3 clusters Score -4645872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4645870.000000 Penalty: 3509.629639
	Iteration 37Q: 3 clusters Score -4645870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4645868.500000 Penalty: 3509.629639
	Iteration 38Q: 3 clusters Score -4645868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4645867.500000 Penalty: 3509.629639
	Iteration 39Q: 3 clusters Score -4645868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4645874.000000 Penalty: 3509.629639
	Iteration 40F: 3 clusters Score -4645874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4645870.500000 Penalty: 3509.629639
	Iteration 41Q: 3 clusters Score -4645870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4645871.500000 Penalty: 3509.629639
	Iteration 42Q: 3 clusters Score -4645872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4645872.000000 Penalty: 3509.629639
	Iteration 43Q: 3 clusters Score -4645872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4645874.000000 Penalty: 3509.629639
	Iteration 44Q: 3 clusters Score -4645874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4645875.500000 Penalty: 3509.629639
	Iteration 45Q: 3 clusters Score -4645876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4645875.500000 Penalty: 3509.629639
	Iteration 46Q: 3 clusters Score -4645876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4645876.500000 Penalty: 3509.629639
	Iteration 47Q: 3 clusters Score -4645876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4645876.500000 Penalty: 3509.629639
	Iteration 48F: 3 clusters Score -4645876 nChanged 0
--- Evaluating fit on full set of 2178069 points ---
Entering Unmasked Estep 
Score: -199532400.000000 Penalty: 47430.335938
25->21 Clusters: Score -199532400.000000, best is -200707952.000000

Main iterations: 0 (time per=infms)
Total iterations: 49079 (time per=412.975007ms)
Iterations metric 2: 2530532917248.000000 (time per=8.009538ns)
Iterations metric 3: 60735757484032.000000 (time per=333.714458ps)

That took 20268.400391 seconds.
